From c0638c84568d475b3b059e2c6e593e6f03b846bc Mon Sep 17 00:00:00 2001 From: Johannes Ranke Date: Tue, 11 Jan 2022 19:57:58 +0100 Subject: Update static docs --- docs/dev/articles/web_only/dimethenamid_2018.html | 286 +- .../f_parent_nlmixr_saem_dfop_const-1.png | Bin 195559 -> 183868 bytes .../figure-html/f_parent_nlmixr_saem_dfop_tc-1.png | Bin 167023 -> 165931 bytes .../f_parent_nlmixr_saem_dfop_tc_10k-1.png | Bin 156319 -> 153748 bytes .../f_parent_nlmixr_saem_dfop_tc_1k-1.png | Bin 162039 -> 154763 bytes .../f_parent_nlmixr_saem_sfo_const-1.png | Bin 145173 -> 142217 bytes .../figure-html/f_parent_nlmixr_saem_sfo_tc-1.png | Bin 150391 -> 151002 bytes .../figure-html/f_parent_saemix_dfop_const-1.png | Bin 55927 -> 52351 bytes .../figure-html/f_parent_saemix_dfop_tc-1.png | Bin 43674 -> 42286 bytes .../figure-html/f_parent_saemix_dfop_tc_mkin-1.png | Bin 44861 -> 45118 bytes .../f_parent_saemix_dfop_tc_mkin_moreiter-1.png | Bin 0 -> 43391 bytes .../figure-html/f_parent_saemix_sfo_const-1.png | Bin 55667 -> 54513 bytes .../figure-html/f_parent_saemix_sfo_tc-1.png | Bin 50848 -> 50300 bytes docs/dev/index.html | 2 +- docs/dev/pkgdown.yml | 2 +- docs/dev/reference/Rplot001.png | Bin 1011 -> 43795 bytes docs/dev/reference/Rplot002.png | Bin 59380 -> 60622 bytes docs/dev/reference/nlmixr.mmkin-1.png | Bin 127414 -> 128415 bytes docs/dev/reference/nlmixr.mmkin-2.png | Bin 177016 -> 176482 bytes docs/dev/reference/nlmixr.mmkin.html | 21027 +++++++++++-------- 20 files changed, 12062 insertions(+), 9255 deletions(-) create mode 100644 docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin_moreiter-1.png diff --git a/docs/dev/articles/web_only/dimethenamid_2018.html b/docs/dev/articles/web_only/dimethenamid_2018.html index 13b0f98e..a2ea5c8d 100644 --- a/docs/dev/articles/web_only/dimethenamid_2018.html +++ b/docs/dev/articles/web_only/dimethenamid_2018.html @@ -101,7 +101,7 @@

Example evaluations of the dimethenamid data from 2018

Johannes Ranke

-

Last change 27 September 2021, built on 05 Okt 2021

+

Last change 11 January 2022, built on 11 Jan 2022

Source: vignettes/web_only/dimethenamid_2018.rmd @@ -151,20 +151,20 @@ error_model = "tc", quiet = TRUE)

The plot of the individual SFO fits shown below suggests that at least in some datasets the degradation slows down towards later time points, and that the scatter of the residuals error is smaller for smaller values (panel to the right):

-plot(mixed(f_parent_mkin_const["SFO", ]))
+plot(mixed(f_parent_mkin_const["SFO", ]))

Using biexponential decline (DFOP) results in a slightly more random scatter of the residuals:

-plot(mixed(f_parent_mkin_const["DFOP", ]))
+plot(mixed(f_parent_mkin_const["DFOP", ]))

The population curve (bold line) in the above plot results from taking the mean of the individual transformed parameters, i.e. of log k1 and log k2, as well as of the logit of the g parameter of the DFOP model). Here, this procedure does not result in parameters that represent the degradation well, because in some datasets the fitted value for k2 is extremely close to zero, leading to a log k2 value that dominates the average. This is alleviated if only rate constants that pass the t-test for significant difference from zero (on the untransformed scale) are considered in the averaging:

-plot(mixed(f_parent_mkin_const["DFOP", ]), test_log_parms = TRUE)
+plot(mixed(f_parent_mkin_const["DFOP", ]), test_log_parms = TRUE)

While this is visually much more satisfactory, such an average procedure could introduce a bias, as not all results from the individual fits enter the population curve with the same weight. This is where nonlinear mixed-effects models can help out by treating all datasets with equally by fitting a parameter distribution model together with the degradation model and the error model (see below).

The remaining trend of the residuals to be higher for higher predicted residues is reduced by using the two-component error model:

-plot(mixed(f_parent_mkin_tc["DFOP", ]), test_log_parms = TRUE)
+plot(mixed(f_parent_mkin_tc["DFOP", ]), test_log_parms = TRUE)

@@ -205,7 +205,7 @@ f_parent_nlme_dfop_tc 3 10 671.91 702.34 -325.96 2 vs 3 134.69 <.0001

While the SFO variants converge fast, the additional parameters introduced by this lead to convergence warnings for the DFOP model. The model comparison clearly show that adding correlations between random effects does not improve the fits.

The selected model (DFOP with two-component error) fitted to the data assuming no correlations between random effects is shown below.

-plot(f_parent_nlme_dfop_tc)
+plot(f_parent_nlme_dfop_tc)

@@ -217,50 +217,54 @@ f_parent_nlme_dfop_tc 3 10 671.91 702.34 -325.96 2 vs 3 134.69 <.0001 library(saemix) saemix_control <- saemixControl(nbiter.saemix = c(800, 300), nb.chains = 15, print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE) -saemix_control_10k <- saemixControl(nbiter.saemix = c(10000, 1000), nb.chains = 15, +saemix_control_moreiter <- saemixControl(nbiter.saemix = c(1600, 300), nb.chains = 15, print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE)

The convergence plot for the SFO model using constant variance is shown below.

 f_parent_saemix_sfo_const <- mkin::saem(f_parent_mkin_const["SFO", ], quiet = TRUE,
   control = saemix_control, transformations = "saemix")
-plot(f_parent_saemix_sfo_const$so, plot.type = "convergence")
+plot(f_parent_saemix_sfo_const$so, plot.type = "convergence")

Obviously the default number of iterations is sufficient to reach convergence. This can also be said for the SFO fit using the two-component error model.

 f_parent_saemix_sfo_tc <- mkin::saem(f_parent_mkin_tc["SFO", ], quiet = TRUE,
   control = saemix_control, transformations = "saemix")
-plot(f_parent_saemix_sfo_tc$so, plot.type = "convergence")
+plot(f_parent_saemix_sfo_tc$so, plot.type = "convergence")

When fitting the DFOP model with constant variance (see below), parameter convergence is not as unambiguous.

 f_parent_saemix_dfop_const <- mkin::saem(f_parent_mkin_const["DFOP", ], quiet = TRUE,
   control = saemix_control, transformations = "saemix")
-plot(f_parent_saemix_dfop_const$so, plot.type = "convergence")
+plot(f_parent_saemix_dfop_const$so, plot.type = "convergence")

This is improved when the DFOP model is fitted with the two-component error model. Convergence of the variance of k2 is enhanced, it remains more or less stable already after 200 iterations of the first phase.

 f_parent_saemix_dfop_tc <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE,
   control = saemix_control, transformations = "saemix")
-plot(f_parent_saemix_dfop_tc$so, plot.type = "convergence")
+plot(f_parent_saemix_dfop_tc$so, plot.type = "convergence")

-

We also check if using many more iterations (10 000 for the first and 1000 for the second phase) improve the result in a significant way. The AIC values obtained are compared further below.

-f_parent_saemix_dfop_tc_10k <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE,
-  control = saemix_control_10k, transformations = "saemix")
-plot(f_parent_saemix_dfop_tc_10k$so, plot.type = "convergence")
-

+# The last time I tried (2022-01-11) this gives an error in solve.default(omega.eta) +# system is computationally singular: reciprocal condition number = 5e-17 +#f_parent_saemix_dfop_tc_10k <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE, +# control = saemix_control_10k, transformations = "saemix") +# Now we do not get a significant improvement by using twice the number of iterations +f_parent_saemix_dfop_tc_moreiter <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE, + control = saemix_control_moreiter, transformations = "saemix") +#plot(f_parent_saemix_dfop_tc_moreiter$so, plot.type = "convergence")

An alternative way to fit DFOP in combination with the two-component error model is to use the model formulation with transformed parameters as used per default in mkin.

 f_parent_saemix_dfop_tc_mkin <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE,
   control = saemix_control, transformations = "mkin")
-plot(f_parent_saemix_dfop_tc_mkin$so, plot.type = "convergence")
-

-

As the convergence plots do not clearly indicate that the algorithm has converged, we again use a much larger number of iterations, which leads to satisfactory convergence (see below).

+plot(f_parent_saemix_dfop_tc_mkin$so, plot.type = "convergence") +

As the convergence plots do not clearly indicate that the algorithm has converged, we again use four times the number of iterations, which leads to almost satisfactory convergence (see below).

-f_parent_saemix_dfop_tc_mkin_10k <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE,
-  control = saemix_control_10k, transformations = "mkin")
-plot(f_parent_saemix_dfop_tc_mkin_10k$so, plot.type = "convergence")
-

+saemix_control_muchmoreiter <- saemixControl(nbiter.saemix = c(3200, 300), nb.chains = 15, + print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE) +f_parent_saemix_dfop_tc_mkin_muchmoreiter <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE, + control = saemix_control_muchmoreiter, transformations = "mkin") +plot(f_parent_saemix_dfop_tc_mkin_muchmoreiter$so, plot.type = "convergence") +

The four combinations (SFO/const, SFO/tc, DFOP/const and DFOP/tc), including the variations of the DFOP/tc combination can be compared using the model comparison function of the saemix package:

 AIC_parent_saemix <- saemix::compare.saemix(
@@ -268,9 +272,9 @@ f_parent_nlme_dfop_tc       3 10 671.91 702.34 -325.96 2 vs 3  134.69  <.0001
   f_parent_saemix_sfo_tc$so,
   f_parent_saemix_dfop_const$so,
   f_parent_saemix_dfop_tc$so,
-  f_parent_saemix_dfop_tc_10k$so,
+  f_parent_saemix_dfop_tc_moreiter$so,
   f_parent_saemix_dfop_tc_mkin$so,
-  f_parent_saemix_dfop_tc_mkin_10k$so)
+ f_parent_saemix_dfop_tc_mkin_muchmoreiter$so) 
Likelihoods calculated by importance sampling
 rownames(AIC_parent_saemix) <- c(
@@ -278,14 +282,14 @@ f_parent_nlme_dfop_tc       3 10 671.91 702.34 -325.96 2 vs 3  134.69  <.0001
   "DFOP tc mkintrans", "DFOP tc mkintrans more iterations")
 print(AIC_parent_saemix)
                                     AIC    BIC
-SFO const                         796.37 795.33
-SFO tc                            798.37 797.13
-DFOP const                        713.16 711.28
-DFOP tc                           666.10 664.01
-DFOP tc more iterations           666.15 664.06
-DFOP tc mkintrans                 682.26 680.17
-DFOP tc mkintrans more iterations 666.12 664.04
-

As in the case of nlme fits, the DFOP model fitted with two-component error (number 4) gives the lowest AIC. Using a much larger number of iterations does not improve the fit a lot. When the mkin transformations are used instead of the saemix transformations, this large number of iterations leads to a goodness of fit that is comparable to the result obtained with saemix transformations.

+SFO const 796.38 795.34 +SFO tc 798.38 797.13 +DFOP const 705.75 703.88 +DFOP tc 665.65 663.57 +DFOP tc more iterations 665.88 663.80 +DFOP tc mkintrans 674.02 671.94 +DFOP tc mkintrans more iterations 667.94 665.86 +

As in the case of nlme fits, the DFOP model fitted with two-component error (number 4) gives the lowest AIC. Using a much larger number of iterations does not significantly change the AIC. When the mkin transformations are used instead of the saemix transformations, we need four times the number of iterations to obtain a goodness of fit that almost as good as the result obtained with saemix transformations.

In order to check the influence of the likelihood calculation algorithms implemented in saemix, the likelihood from Gaussian quadrature is added to the best fit, and the AIC values obtained from the three methods are compared.

 f_parent_saemix_dfop_tc$so <-
@@ -297,7 +301,7 @@ DFOP tc mkintrans more iterations 666.12 664.04
) print(AIC_parent_saemix_methods)
    is     gq    lin 
-666.10 666.03 665.48
+665.65 665.68 665.11

The AIC values based on importance sampling and Gaussian quadrature are very similar. Using linearisation is known to be less accurate, but still gives a similar value.

@@ -327,72 +331,78 @@ DFOP tc mkintrans more iterations 666.12 664.04 "AIC (nlme)" = aic_nlme, "AIC (nlmixr with FOCEI)" = aic_nlmixr_focei, check.names = FALSE -)
+) +print(aic_nlme_nlmixr_focei) +
  Degradation model       Error model AIC (nlme) AIC (nlmixr with FOCEI)
+1               SFO constant variance     796.60                  796.60
+2               SFO     two-component         NA                  798.64
+3              DFOP constant variance     798.60                  745.87
+4              DFOP     two-component     671.91                  740.42

Secondly, we use the SAEM estimation routine and check the convergence plots. The control parameters also used for the saemix fits are defined beforehand.

-
+
 nlmixr_saem_control_800 <- saemControl(logLik = TRUE,
   nBurn = 800, nEm = 300, nmc = 15)
 nlmixr_saem_control_1000 <- saemControl(logLik = TRUE,
   nBurn = 1000, nEm = 300, nmc = 15)
 nlmixr_saem_control_10k <- saemControl(logLik = TRUE,
   nBurn = 10000, nEm = 1000, nmc = 15)

-
The we fit SFO with constant variance

-
+
Then we fit SFO with constant variance

+
 f_parent_nlmixr_saem_sfo_const <- nlmixr(f_parent_mkin_const["SFO", ], est = "saem",
   control = nlmixr_saem_control_800)
 traceplot(f_parent_nlmixr_saem_sfo_const$nm)

 

 
and SFO with two-component error.

-
+
 f_parent_nlmixr_saem_sfo_tc <- nlmixr(f_parent_mkin_tc["SFO", ], est = "saem",
   control = nlmixr_saem_control_800)
 traceplot(f_parent_nlmixr_saem_sfo_tc$nm)

 

-
For DFOP with constant variance, the convergence plots show considerable instability of the fit, which indicates overparameterisation which was already observed earlier for this model combination.

-
+
For DFOP with constant variance, the convergence plots show considerable instability of the fit, which indicates overparameterisation which was already observed above for this model combination.

+
 f_parent_nlmixr_saem_dfop_const <- nlmixr(f_parent_mkin_const["DFOP", ], est = "saem",
   control = nlmixr_saem_control_800)
 traceplot(f_parent_nlmixr_saem_dfop_const$nm)

 

 
For DFOP with two-component error, a less erratic convergence is seen.

-
+
 f_parent_nlmixr_saem_dfop_tc <- nlmixr(f_parent_mkin_tc["DFOP", ], est = "saem",
   control = nlmixr_saem_control_800)
 traceplot(f_parent_nlmixr_saem_dfop_tc$nm)

 

 
To check if an increase in the number of iterations improves the fit, we repeat the fit with 1000 iterations for the burn in phase and 300 iterations for the second phase.

-
+
 f_parent_nlmixr_saem_dfop_tc_1000 <- nlmixr(f_parent_mkin_tc["DFOP", ], est = "saem",
   control = nlmixr_saem_control_1000)
 traceplot(f_parent_nlmixr_saem_dfop_tc_1000$nm)

 

 
Here the fit looks very similar, but we will see below that it shows a higher AIC than the fit with 800 iterations in the burn in phase. Next we choose 10 000 iterations for the burn in phase and 1000 iterations for the second phase for comparison with saemix.

-
+
 f_parent_nlmixr_saem_dfop_tc_10k <- nlmixr(f_parent_mkin_tc["DFOP", ], est = "saem",
   control = nlmixr_saem_control_10k)
 traceplot(f_parent_nlmixr_saem_dfop_tc_10k$nm)

 

 
In the above convergence plot, the time course of ‘eta.DMTA_0’ and ‘log_k2’ indicate a false convergence.

 
The AIC values are internally calculated using Gaussian quadrature.

-
+
 AIC(f_parent_nlmixr_saem_sfo_const$nm, f_parent_nlmixr_saem_sfo_tc$nm,
   f_parent_nlmixr_saem_dfop_const$nm, f_parent_nlmixr_saem_dfop_tc$nm,
   f_parent_nlmixr_saem_dfop_tc_1000$nm,
   f_parent_nlmixr_saem_dfop_tc_10k$nm)

-
                                     df    AIC
-f_parent_nlmixr_saem_sfo_const$nm     5 798.69
-f_parent_nlmixr_saem_sfo_tc$nm        6 810.33
-f_parent_nlmixr_saem_dfop_const$nm    9 736.00
-f_parent_nlmixr_saem_dfop_tc$nm      10 664.85
-f_parent_nlmixr_saem_dfop_tc_1000$nm 10 669.57
-f_parent_nlmixr_saem_dfop_tc_10k$nm  10    Inf

+
                                     df     AIC
+f_parent_nlmixr_saem_sfo_const$nm     5  798.71
+f_parent_nlmixr_saem_sfo_tc$nm        6  808.64
+f_parent_nlmixr_saem_dfop_const$nm    9 1995.96
+f_parent_nlmixr_saem_dfop_tc$nm      10  664.96
+f_parent_nlmixr_saem_dfop_tc_1000$nm 10  667.39
+f_parent_nlmixr_saem_dfop_tc_10k$nm  10     Inf

 
We can see that again, the DFOP/tc model shows the best goodness of fit. However, increasing the number of burn-in iterations from 800 to 1000 results in a higher AIC. If we further increase the number of iterations to 10 000 (burn-in) and 1000 (second phase), the AIC cannot be calculated for the nlmixr/saem fit, supporting that the fit did not converge properly.

 

 

 

 Comparison

 
The following table gives the AIC values obtained with the three packages using the same control parameters (800 iterations burn-in, 300 iterations second phase, 15 chains).

-
+
 AIC_all <- data.frame(
   check.names = FALSE,
   "Degradation model" = c("SFO", "SFO", "DFOP", "DFOP"),
@@ -420,168 +430,146 @@ f_parent_nlmixr_saem_dfop_tc_10k$nm  10    Inf

 SFO
 const
 796.60
-796.62
-796.37
-798.69
+796.60
+796.38
+798.71
 
 
 SFO
 tc
 798.60
-798.61
-798.37
-810.33
+798.64
+798.38
+808.64
 
 
 DFOP
 const
 NA
-750.91
-713.16
-736.00
+745.87
+705.75
+1995.96
 
 
 DFOP
 tc
 671.91
-666.60
-666.10
-664.85
+740.42
+665.65
+664.96
 
 
 
-
+
 intervals(f_parent_saemix_dfop_tc)

 
Approximate 95% confidence intervals
 
  Fixed effects:
             lower       est.      upper
-DMTA_0 96.2802274 98.2761977 100.272168
-k1      0.0339753  0.0645487   0.095122
-k2      0.0058977  0.0088887   0.011880
-g       0.9064373  0.9514417   0.996446
+DMTA_0 96.3087887 98.2761715 100.243554
+k1      0.0336893  0.0643651   0.095041
+k2      0.0062993  0.0088001   0.011301
+g       0.9100426  0.9524920   0.994941
 
  Random effects:
-              lower     est.   upper
-sd(DMTA_0)  0.44404 2.102366 3.76069
-sd(k1)      0.25433 0.589731 0.92514
-sd(k2)     -0.33139 0.099797 0.53099
-sd(g)       0.39606 1.092234 1.78841
+               lower      est.    upper
+sd(DMTA_0)   0.41868 2.0607469  3.70281
+sd(k1)       0.25611 0.5935653  0.93102
+sd(k2)     -10.29603 0.0029188 10.30187
+sd(g)        0.38083 1.0572543  1.73368
 
  
-       lower     est.    upper
-a.1 0.863644 1.063021 1.262398
-b.1 0.022555 0.029599 0.036643

-
+      lower     est.    upper
+a.1 0.86253 1.061610 1.260690
+b.1 0.02262 0.029666 0.036712

+
 intervals(f_parent_saemix_dfop_tc)

 
Approximate 95% confidence intervals
 
  Fixed effects:
             lower       est.      upper
-DMTA_0 96.2802274 98.2761977 100.272168
-k1      0.0339753  0.0645487   0.095122
-k2      0.0058977  0.0088887   0.011880
-g       0.9064373  0.9514417   0.996446
-
- Random effects:
-              lower     est.   upper
-sd(DMTA_0)  0.44404 2.102366 3.76069
-sd(k1)      0.25433 0.589731 0.92514
-sd(k2)     -0.33139 0.099797 0.53099
-sd(g)       0.39606 1.092234 1.78841
-
- 
-       lower     est.    upper
-a.1 0.863644 1.063021 1.262398
-b.1 0.022555 0.029599 0.036643

-
-intervals(f_parent_saemix_dfop_tc_10k)

-
Approximate 95% confidence intervals
-
- Fixed effects:
-            lower       est.      upper
-DMTA_0 96.3027896 98.2641150 100.225440
-k1      0.0338214  0.0644055   0.094990
-k2      0.0058857  0.0087896   0.011693
-g       0.9086138  0.9521421   0.995670
+DMTA_0 96.3087887 98.2761715 100.243554
+k1      0.0336893  0.0643651   0.095041
+k2      0.0062993  0.0088001   0.011301
+g       0.9100426  0.9524920   0.994941
 
  Random effects:
-              lower    est.   upper
-sd(DMTA_0)  0.41448 2.05327 3.69206
-sd(k1)      0.25507 0.59132 0.92758
-sd(k2)     -0.36781 0.09016 0.54813
-sd(g)       0.38585 1.06994 1.75402
+               lower      est.    upper
+sd(DMTA_0)   0.41868 2.0607469  3.70281
+sd(k1)       0.25611 0.5935653  0.93102
+sd(k2)     -10.29603 0.0029188 10.30187
+sd(g)        0.38083 1.0572543  1.73368
 
  
-       lower     est.    upper
-a.1 0.866273 1.066115 1.265957
-b.1 0.022501 0.029541 0.036581

-
-intervals(f_parent_saemix_dfop_tc_mkin_10k)

+      lower     est.    upper
+a.1 0.86253 1.061610 1.260690
+b.1 0.02262 0.029666 0.036712

+
+intervals(f_parent_saemix_dfop_tc_mkin_muchmoreiter)

 
Approximate 95% confidence intervals
 
  Fixed effects:
             lower       est.      upper
-DMTA_0 96.3021306 98.2736091 100.245088
-k1      0.0401701  0.0645140   0.103611
-k2      0.0064706  0.0089398   0.012351
-g       0.8817692  0.9511605   0.980716
+DMTA_0 96.3402070 98.2789378 100.217669
+k1      0.0397896  0.0641976   0.103578
+k2      0.0041987  0.0084427   0.016977
+g       0.8656257  0.9521509   0.983992
 
  Random effects:
-                lower     est.   upper
-sd(DMTA_0)    0.42392 2.068018 3.71212
-sd(log_k1)    0.25440 0.589877 0.92536
-sd(log_k2)   -0.38431 0.084334 0.55298
-sd(g_qlogis)  0.39107 1.077303 1.76353
+                lower    est.   upper
+sd(DMTA_0)    0.38907 2.01821 3.64735
+sd(log_k1)    0.25653 0.59512 0.93371
+sd(log_k2)   -0.20501 0.37610 0.95721
+sd(g_qlogis)  0.39712 1.18296 1.96879
 
  
        lower     est.    upper
-a.1 0.865291 1.064897 1.264504
-b.1 0.022491 0.029526 0.036561

-
+a.1 0.868558 1.070260 1.271963
+b.1 0.022461 0.029505 0.036548

+
 intervals(f_parent_nlmixr_saem_dfop_tc)

 
Approximate 95% confidence intervals
 
  Fixed effects:
             lower       est.      upper
-DMTA_0 96.3059406 98.2990616 100.292183
-k1      0.0402306  0.0648255   0.104456
-k2      0.0067864  0.0093097   0.012771
-g       0.8769017  0.9505258   0.981067
+DMTA_0 96.3224806 98.2941093 100.265738
+k1      0.0402270  0.0648200   0.104448
+k2      0.0068547  0.0093928   0.012871
+g       0.8764066  0.9501419   0.980848
 
  Random effects:
              lower     est. upper
-sd(DMTA_0)      NA 1.724654    NA
-sd(log_k1)      NA 0.592808    NA
-sd(log_k2)      NA 0.010741    NA
-sd(g_qlogis)    NA 1.087349    NA
+sd(DMTA_0)      NA 1.686509    NA
+sd(log_k1)      NA 0.592805    NA
+sd(log_k2)      NA 0.009766    NA
+sd(g_qlogis)    NA 1.082616    NA
 
  
           lower     est. upper
-sigma_low    NA 1.081809    NA
-rsd_high     NA 0.032051    NA

-
+sigma_low    NA 1.081677    NA
+rsd_high     NA 0.032073    NA

+
 intervals(f_parent_nlmixr_saem_dfop_tc_10k)

 
Approximate 95% confidence intervals
 
  Fixed effects:
-           lower       est.     upper
-DMTA_0 96.426510 97.8987836 99.371057
-k1      0.040006  0.0644407  0.103799
-k2      0.006748  0.0092476  0.012673
-g       0.879251  0.9511399  0.981147
+            lower       est.      upper
+DMTA_0 96.2302085 98.1641090 100.098010
+k1      0.0398514  0.0643909   0.104041
+k2      0.0066292  0.0090784   0.012432
+g       0.8831478  0.9527284   0.981734
 
  Random effects:
              lower       est. upper
-sd(DMTA_0)      NA 3.7049e-04    NA
-sd(log_k1)      NA 5.9221e-01    NA
-sd(log_k2)      NA 3.8628e-07    NA
-sd(g_qlogis)    NA 1.0694e+00    NA
+sd(DMTA_0)      NA 1.6257e+00    NA
+sd(log_k1)      NA 5.9627e-01    NA
+sd(log_k2)      NA 5.8400e-07    NA
+sd(g_qlogis)    NA 1.0676e+00    NA
 
  
           lower     est. upper
-sigma_low    NA 1.082343    NA
-rsd_high     NA 0.034895    NA

+sigma_low    NA 1.087722    NA
+rsd_high     NA 0.031883    NA

 

 

 

diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_const-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_const-1.png
index af70163c..27546d8d 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_const-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_const-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc-1.png
index 5e4ce944..dcb8a2f0 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_10k-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_10k-1.png
index 6f72ee69..7871ef69 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_10k-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_10k-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_1k-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_1k-1.png
index 718524e7..69aaae8e 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_1k-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_dfop_tc_1k-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_const-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_const-1.png
index 8e49bde4..4316ed0b 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_const-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_const-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_tc-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_tc-1.png
index 015f2d0b..fb6dd51c 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_tc-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_nlmixr_saem_sfo_tc-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_const-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_const-1.png
index 7c79b56c..fd4a686d 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_const-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_const-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png
index 8478adcf..25a82cbe 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin-1.png
index 957d13af..9a6547a2 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin_moreiter-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin_moreiter-1.png
new file mode 100644
index 00000000..30ee4ea0
Binary files /dev/null and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc_mkin_moreiter-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_const-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_const-1.png
index 18b546e9..c406f3f2 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_const-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_const-1.png differ
diff --git a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_tc-1.png b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_tc-1.png
index 6a0c05c5..aaf2e0c8 100644
Binary files a/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_tc-1.png and b/docs/dev/articles/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_sfo_tc-1.png differ
diff --git a/docs/dev/index.html b/docs/dev/index.html
index 452d9bdb..fe365189 100644
--- a/docs/dev/index.html
+++ b/docs/dev/index.html
@@ -191,7 +191,7 @@
 
The companion package kinfit (now deprecated) was started in 2008 and first published on CRAN on 01 May 2010.

 
The first mkin code was published on 11 May 2010 and the first CRAN version on 18 May 2010.

 
In 2011, Bayer Crop Science started to distribute an R based successor to KinGUI named KinGUII whose R code is based on mkin, but which added, among other refinements, a closed source graphical user interface (GUI), iteratively reweighted least squares (IRLS) optimisation of the variance for each of the observed variables, and Markov Chain Monte Carlo (MCMC) simulation functionality, similar to what is available e.g. in the FME package.

-
Somewhat in parallel, Syngenta has sponsored the development of an mkin and KinGUII based GUI application called CAKE, which also adds IRLS and MCMC, is more limited in the model formulation, but puts more weight on usability. CAKE is available for download from the CAKE website, where you can also find a zip archive of the R scripts derived from mkin, published under the GPL license.

+
Somewhat in parallel, Syngenta has sponsored the development of an mkin and KinGUII based GUI application called CAKE, which also adds IRLS and MCMC, is more limited in the model formulation, but puts more weight on usability. CAKE is available for download from the CAKE website, where you can also find a zip archive of the R scripts derived from mkin, published under the GPL license.

 
Finally, there is KineticEval, which contains a further development of the scripts used for KinGUII, so the different tools will hopefully be able to learn from each other in the future as well.

 
Thanks to René Lehmann, formerly working at the Umweltbundesamt, for the nice cooperation cooperation on parameter transformations, especially the isometric log-ratio transformation that is now used for formation fractions in case there are more than two transformation targets.

 
Many inspirations for improvements of mkin resulted from doing kinetic evaluations of degradation data for my clients while working at Harlan Laboratories and at Eurofins Regulatory AG, and now as an independent consultant.

diff --git a/docs/dev/pkgdown.yml b/docs/dev/pkgdown.yml
index 15028215..cecb4035 100644
--- a/docs/dev/pkgdown.yml
+++ b/docs/dev/pkgdown.yml
@@ -11,7 +11,7 @@ articles:
   web_only/benchmarks: benchmarks.html
   web_only/compiled_models: compiled_models.html
   web_only/dimethenamid_2018: dimethenamid_2018.html
-last_built: 2021-10-05T14:56Z
+last_built: 2022-01-11T18:34Z
 urls:
   reference: https://pkgdown.jrwb.de/mkin/reference
   article: https://pkgdown.jrwb.de/mkin/articles
diff --git a/docs/dev/reference/Rplot001.png b/docs/dev/reference/Rplot001.png
index 17a35806..05495b6a 100644
Binary files a/docs/dev/reference/Rplot001.png and b/docs/dev/reference/Rplot001.png differ
diff --git a/docs/dev/reference/Rplot002.png b/docs/dev/reference/Rplot002.png
index b538b8d5..bb1f61b8 100644
Binary files a/docs/dev/reference/Rplot002.png and b/docs/dev/reference/Rplot002.png differ
diff --git a/docs/dev/reference/nlmixr.mmkin-1.png b/docs/dev/reference/nlmixr.mmkin-1.png
index 3e8f67fd..e7e1ded0 100644
Binary files a/docs/dev/reference/nlmixr.mmkin-1.png and b/docs/dev/reference/nlmixr.mmkin-1.png differ
diff --git a/docs/dev/reference/nlmixr.mmkin-2.png b/docs/dev/reference/nlmixr.mmkin-2.png
index d0c74c31..37432f76 100644
Binary files a/docs/dev/reference/nlmixr.mmkin-2.png and b/docs/dev/reference/nlmixr.mmkin-2.png differ
diff --git a/docs/dev/reference/nlmixr.mmkin.html b/docs/dev/reference/nlmixr.mmkin.html
index 27b5ed0f..55e256a0 100644
--- a/docs/dev/reference/nlmixr.mmkin.html
+++ b/docs/dev/reference/nlmixr.mmkin.html
@@ -297,11 +297,11 @@ obtained by fitting the same model to a list of datasets using 
 #>     saem
f_nlmixr_sfo_saem <- nlmixr(f_mmkin_parent["SFO", ], est = "saem",
   control = saemControl(print = 0))
-
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> RxODE 1.1.1 using 8 threads (see ?getRxThreads)
+
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> RxODE 1.1.2 using 8 threads (see ?getRxThreads)
 #>   no cache: create with `rxCreateCache()`
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Calculating residuals/tables
#> done
f_nlmixr_sfo_focei <- nlmixr(f_mmkin_parent["SFO", ], est = "focei",
   control = foceiControl(print = 0))
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> calculating covariance matrix
-#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

+#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 f_nlmixr_fomc_saem <- nlmixr(f_mmkin_parent["FOMC", ], est = "saem",
   control = saemControl(print = 0))
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Calculating residuals/tables
#> done
f_nlmixr_fomc_focei <- nlmixr(f_mmkin_parent["FOMC", ], est = "focei",
@@ -313,13 +313,13 @@ obtained by fitting the same model to a list of datasets using #> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Calculating residuals/tables
#> done
f_nlmixr_dfop_focei <- nlmixr(f_mmkin_parent["DFOP", ], est = "focei",
   control = foceiControl(print = 0))
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> calculating covariance matrix
-#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

+#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 f_nlmixr_hs_saem <- nlmixr(f_mmkin_parent["HS", ], est = "saem",
   control = saemControl(print = 0))
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Calculating residuals/tables
#> done
f_nlmixr_hs_focei <- nlmixr(f_mmkin_parent["HS", ], est = "focei",
   control = foceiControl(print = 0))
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> calculating covariance matrix
-#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

+#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: using S matrix to calculate covariance, can check sandwich or R matrix with $covRS and $covR
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 f_nlmixr_fomc_saem_tc <- nlmixr(f_mmkin_parent_tc["FOMC", ], est = "saem",
   control = saemControl(print = 0))
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Calculating residuals/tables
#> done
f_nlmixr_fomc_focei_tc <- nlmixr(f_mmkin_parent_tc["FOMC", ], est = "focei",
@@ -334,16 +334,16 @@ obtained by fitting the same model to a list of datasets using f_nlmixr_hs_saem$nm, f_nlmixr_hs_focei$nm,
   f_nlmixr_fomc_saem_tc$nm, f_nlmixr_fomc_focei_tc$nm)
 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#>                           df      AIC
-#> f_nlmixr_sfo_saem$nm       5 627.9197
-#> f_nlmixr_sfo_focei$nm      5 625.0512
-#> f_nlmixr_fomc_saem$nm      7 463.7245
-#> f_nlmixr_fomc_focei$nm     7 468.0822
-#> f_nlmixr_dfop_saem$nm      9 518.5794
-#> f_nlmixr_dfop_focei$nm     9 537.6309
-#> f_nlmixr_hs_saem$nm        9 535.9011
-#> f_nlmixr_hs_focei$nm       9 544.7590
-#> f_nlmixr_fomc_saem_tc$nm   8 463.5871
-#> f_nlmixr_fomc_focei_tc$nm  8 470.0733

+#> f_nlmixr_sfo_saem$nm       5 624.9492
+#> f_nlmixr_sfo_focei$nm      5 625.0695
+#> f_nlmixr_fomc_saem$nm      7 463.7577
+#> f_nlmixr_fomc_focei$nm     7 468.0861
+#> f_nlmixr_dfop_saem$nm      9 495.1980
+#> f_nlmixr_dfop_focei$nm     9 495.1072
+#> f_nlmixr_hs_saem$nm        9 531.0689
+#> f_nlmixr_hs_focei$nm       9 545.6728
+#> f_nlmixr_fomc_saem_tc$nm   8 462.1411
+#> f_nlmixr_fomc_focei_tc$nm  8 470.0745

 AIC(nlme(f_mmkin_parent["FOMC", ]))
 
#> [1] 468.0781
AIC(nlme(f_mmkin_parent["HS", ]))
 
#> [1] 535.609

@@ -372,16 +372,16 @@ obtained by fitting the same model to a list of datasets using Changing the error model to 'obs' (variance by observed variable)
#> function () 
 #> {
 #>     ini({
-#>         parent_0 = 86.5344031312703
-#>         eta.parent_0 ~ 4.15825368312402
-#>         log_k_parent = -3.20701116105339
-#>         eta.log_k_parent ~ 1.51881531595261
-#>         log_k_A1 = -4.56730447776105
-#>         eta.log_k_A1 ~ 0.560590264281928
-#>         f_parent_qlogis = -0.334081143921924
-#>         eta.f_parent_qlogis ~ 1.14983591785967
-#>         sigma_parent = 4.31472323222676
-#>         sigma_A1 = 4.31472323222676
+#>         parent_0 = 87
+#>         eta.parent_0 ~ 4.2
+#>         log_k_parent = -3.2
+#>         eta.log_k_parent ~ 1.5
+#>         log_k_A1 = -4.6
+#>         eta.log_k_A1 ~ 0.56
+#>         f_parent_qlogis = -0.33
+#>         eta.f_parent_qlogis ~ 1.1
+#>         sigma_parent = 4.3
+#>         sigma_A1 = 4.3
 #>     })
 #>     model({
 #>         parent_0_model = parent_0 + eta.parent_0
@@ -396,7 +396,7 @@ obtained by fitting the same model to a list of datasets using 
+#> <environment: 0x55556675b428>

 # A single constant variance is currently only possible with est = 'focei' in nlmixr
 f_nlmixr_sfo_sfo_focei_const <- nlmixr(f_mmkin_const["SFO-SFO", ], est = "focei")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
@@ -410,594 +410,666 @@ obtained by fitting the same model to a list of datasets using |.....................|        o4 |...........|...........|...........|
-#> |    1|     756.06625 |     1.000 |   -0.9701 |    -1.000 |   -0.9071 |
-#> |.....................|   -0.8050 |   -0.8844 |   -0.8800 |   -0.8744 |
-#> |.....................|   -0.8785 |...........|...........|...........|
-#> |    U|     756.06625 |     86.53 |    -3.207 |    -4.567 |   -0.3341 |
-#> |.....................|     4.315 |    0.7003 |    0.9008 |     1.156 |
-#> |.....................|    0.9657 |...........|...........|...........|
-#> |    X|     756.06625 |     86.53 |   0.04048 |   0.01039 |    0.4172 |
-#> |.....................|     4.315 |    0.7003 |    0.9008 |     1.156 |
-#> |.....................|    0.9657 |...........|...........|...........|
-#> |    G|    Gill Diff. |     59.54 |   0.01874 |    0.7243 |    0.3705 |
-#> |.....................|    -28.18 |     5.148 |     2.958 |    -8.197 |
-#> |.....................|    -5.917 |...........|...........|...........|
-#> |    2|     3309.1113 |    0.1102 |   -0.9704 |    -1.011 |   -0.9126 |
-#> |.....................|   -0.3838 |   -0.9613 |   -0.9242 |   -0.7519 |
-#> |.....................|   -0.7901 |...........|...........|...........|
-#> |    U|     3309.1113 |     9.535 |    -3.207 |    -4.578 |   -0.3359 |
-#> |.....................|     5.223 |    0.6464 |    0.8610 |     1.297 |
-#> |.....................|     1.051 |...........|...........|...........|
-#> |    X|     3309.1113 |     9.535 |   0.04047 |   0.01027 |    0.4168 |
-#> |.....................|     5.223 |    0.6464 |    0.8610 |     1.297 |
-#> |.....................|     1.051 |...........|...........|...........|
-#> |    3|     782.04188 |    0.9110 |   -0.9702 |    -1.001 |   -0.9076 |
-#> |.....................|   -0.7629 |   -0.8921 |   -0.8844 |   -0.8621 |
-#> |.....................|   -0.8697 |...........|...........|...........|
-#> |    U|     782.04188 |     78.83 |    -3.207 |    -4.568 |   -0.3343 |
-#> |.....................|     4.406 |    0.6949 |    0.8968 |     1.170 |
-#> |.....................|    0.9742 |...........|...........|...........|
-#> |    X|     782.04188 |     78.83 |   0.04048 |   0.01037 |    0.4172 |
-#> |.....................|     4.406 |    0.6949 |    0.8968 |     1.170 |
-#> |.....................|    0.9742 |...........|...........|...........|
-#> |    4|     755.73406 |    0.9909 |   -0.9701 |    -1.000 |   -0.9071 |
-#> |.....................|   -0.8007 |   -0.8851 |   -0.8804 |   -0.8731 |
-#> |.....................|   -0.8776 |...........|...........|...........|
-#> |    U|     755.73406 |     85.75 |    -3.207 |    -4.567 |   -0.3341 |
-#> |.....................|     4.324 |    0.6997 |    0.9004 |     1.157 |
-#> |.....................|    0.9666 |...........|...........|...........|
-#> |    X|     755.73406 |     85.75 |   0.04048 |   0.01038 |    0.4172 |
-#> |.....................|     4.324 |    0.6997 |    0.9004 |     1.157 |
-#> |.....................|    0.9666 |...........|...........|...........|
-#> |    F| Forward Diff. |    -16.83 |   0.07808 |    0.6495 |    0.3224 |
-#> |.....................|    -27.54 |     3.811 |     2.903 |    -8.359 |
-#> |.....................|    -5.718 |...........|...........|...........|
-#> |    5|     755.49648 |    0.9959 |   -0.9702 |    -1.000 |   -0.9072 |
-#> |.....................|   -0.7924 |   -0.8863 |   -0.8813 |   -0.8706 |
-#> |.....................|   -0.8759 |...........|...........|...........|
-#> |    U|     755.49648 |     86.18 |    -3.207 |    -4.568 |   -0.3341 |
-#> |.....................|     4.342 |    0.6989 |    0.8996 |     1.160 |
-#> |.....................|    0.9682 |...........|...........|...........|
-#> |    X|     755.49648 |     86.18 |   0.04048 |   0.01038 |    0.4172 |
-#> |.....................|     4.342 |    0.6989 |    0.8996 |     1.160 |
-#> |.....................|    0.9682 |...........|...........|...........|
-#> |    F| Forward Diff. |     25.35 |   0.04484 |    0.6934 |    0.3535 |
-#> |.....................|    -25.80 |     4.244 |     2.831 |    -8.249 |
-#> |.....................|    -5.719 |...........|...........|...........|
-#> |    6|     755.31010 |    0.9891 |   -0.9702 |    -1.000 |   -0.9073 |
-#> |.....................|   -0.7855 |   -0.8874 |   -0.8820 |   -0.8684 |
-#> |.....................|   -0.8744 |...........|...........|...........|
-#> |    U|      755.3101 |     85.59 |    -3.207 |    -4.568 |   -0.3342 |
-#> |.....................|     4.357 |    0.6981 |    0.8989 |     1.163 |
-#> |.....................|    0.9697 |...........|...........|...........|
-#> |    X|      755.3101 |     85.59 |   0.04048 |   0.01038 |    0.4172 |
-#> |.....................|     4.357 |    0.6981 |    0.8989 |     1.163 |
-#> |.....................|    0.9697 |...........|...........|...........|
-#> |    F| Forward Diff. |    -31.39 |   0.08909 |    0.6380 |    0.3185 |
-#> |.....................|    -24.71 |     3.519 |     2.751 |    -7.972 |
-#> |.....................|    -5.525 |...........|...........|...........|
-#> |    7|     755.09582 |    0.9961 |   -0.9702 |    -1.001 |   -0.9074 |
-#> |.....................|   -0.7787 |   -0.8884 |   -0.8828 |   -0.8661 |
-#> |.....................|   -0.8728 |...........|...........|...........|
-#> |    U|     755.09582 |     86.20 |    -3.207 |    -4.568 |   -0.3342 |
-#> |.....................|     4.372 |    0.6974 |    0.8982 |     1.165 |
-#> |.....................|    0.9712 |...........|...........|...........|
-#> |    X|     755.09582 |     86.20 |   0.04047 |   0.01038 |    0.4172 |
-#> |.....................|     4.372 |    0.6974 |    0.8982 |     1.165 |
-#> |.....................|    0.9712 |...........|...........|...........|
-#> |    F| Forward Diff. |     26.63 |   0.04269 |    0.6973 |    0.3604 |
-#> |.....................|    -23.22 |     4.086 |     2.689 |    -8.043 |
-#> |.....................|    -5.569 |...........|...........|...........|
-#> |    8|     754.90743 |    0.9894 |   -0.9702 |    -1.001 |   -0.9075 |
-#> |.....................|   -0.7716 |   -0.8897 |   -0.8836 |   -0.8636 |
-#> |.....................|   -0.8711 |...........|...........|...........|
-#> |    U|     754.90743 |     85.62 |    -3.207 |    -4.568 |   -0.3342 |
-#> |.....................|     4.387 |    0.6966 |    0.8975 |     1.168 |
-#> |.....................|    0.9729 |...........|...........|...........|
-#> |    X|     754.90743 |     85.62 |   0.04047 |   0.01038 |    0.4172 |
-#> |.....................|     4.387 |    0.6966 |    0.8975 |     1.168 |
-#> |.....................|    0.9729 |...........|...........|...........|
-#> |    F| Forward Diff. |    -27.88 |   0.08581 |    0.6437 |    0.3265 |
-#> |.....................|    -22.15 |     3.354 |     2.606 |    -7.748 |
-#> |.....................|    -5.369 |...........|...........|...........|
-#> |    9|     754.70769 |    0.9959 |   -0.9702 |    -1.001 |   -0.9076 |
-#> |.....................|   -0.7645 |   -0.8908 |   -0.8845 |   -0.8610 |
-#> |.....................|   -0.8693 |...........|...........|...........|
-#> |    U|     754.70769 |     86.18 |    -3.207 |    -4.568 |   -0.3343 |
-#> |.....................|     4.402 |    0.6958 |    0.8967 |     1.171 |
-#> |.....................|    0.9747 |...........|...........|...........|
-#> |    X|     754.70769 |     86.18 |   0.04047 |   0.01037 |    0.4172 |
-#> |.....................|     4.402 |    0.6958 |    0.8967 |     1.171 |
-#> |.....................|    0.9747 |...........|...........|...........|
-#> |    F| Forward Diff. |     25.01 |   0.04305 |    0.6984 |    0.3661 |
-#> |.....................|    -20.67 |     3.871 |     2.535 |    -7.809 |
-#> |.....................|    -5.388 |...........|...........|...........|
-#> |   10|     754.52507 |    0.9898 |   -0.9703 |    -1.001 |   -0.9078 |
-#> |.....................|   -0.7574 |   -0.8922 |   -0.8854 |   -0.8580 |
-#> |.....................|   -0.8672 |...........|...........|...........|
-#> |    U|     754.52507 |     85.65 |    -3.207 |    -4.569 |   -0.3343 |
-#> |.....................|     4.417 |    0.6948 |    0.8958 |     1.175 |
-#> |.....................|    0.9766 |...........|...........|...........|
-#> |    X|     754.52507 |     85.65 |   0.04047 |   0.01037 |    0.4172 |
-#> |.....................|     4.417 |    0.6948 |    0.8958 |     1.175 |
-#> |.....................|    0.9766 |...........|...........|...........|
-#> |    F| Forward Diff. |    -24.90 |   0.08308 |    0.6490 |    0.3352 |
-#> |.....................|    -19.59 |     3.181 |     2.445 |    -7.663 |
-#> |.....................|    -5.179 |...........|...........|...........|
-#> |   11|     754.34076 |    0.9957 |   -0.9703 |    -1.002 |   -0.9079 |
-#> |.....................|   -0.7502 |   -0.8935 |   -0.8864 |   -0.8548 |
-#> |.....................|   -0.8650 |...........|...........|...........|
-#> |    U|     754.34076 |     86.16 |    -3.207 |    -4.569 |   -0.3344 |
-#> |.....................|     4.433 |    0.6939 |    0.8950 |     1.178 |
-#> |.....................|    0.9787 |...........|...........|...........|
-#> |    X|     754.34076 |     86.16 |   0.04047 |   0.01037 |    0.4172 |
-#> |.....................|     4.433 |    0.6939 |    0.8950 |     1.178 |
-#> |.....................|    0.9787 |...........|...........|...........|
-#> |    F| Forward Diff. |     23.15 |   0.04366 |    0.6990 |    0.3728 |
-#> |.....................|    -18.16 |     3.647 |     2.362 |    -7.534 |
-#> |.....................|    -5.170 |...........|...........|...........|
-#> |   12|     754.16941 |    0.9900 |   -0.9703 |    -1.002 |   -0.9081 |
-#> |.....................|   -0.7432 |   -0.8951 |   -0.8875 |   -0.8512 |
-#> |.....................|   -0.8626 |...........|...........|...........|
-#> |    U|     754.16941 |     85.67 |    -3.207 |    -4.569 |   -0.3344 |
-#> |.....................|     4.448 |    0.6928 |    0.8940 |     1.182 |
-#> |.....................|    0.9811 |...........|...........|...........|
-#> |    X|     754.16941 |     85.67 |   0.04047 |   0.01036 |    0.4172 |
-#> |.....................|     4.448 |    0.6928 |    0.8940 |     1.182 |
-#> |.....................|    0.9811 |...........|...........|...........|
-#> |    F| Forward Diff. |    -22.36 |   0.07996 |    0.6524 |    0.3446 |
-#> |.....................|    -17.12 |     3.002 |     2.262 |    -7.362 |
-#> |.....................|    -4.949 |...........|...........|...........|
-#> |   13|     754.00081 |    0.9955 |   -0.9704 |    -1.002 |   -0.9083 |
-#> |.....................|   -0.7363 |   -0.8967 |   -0.8886 |   -0.8472 |
-#> |.....................|   -0.8599 |...........|...........|...........|
-#> |    U|     754.00081 |     86.14 |    -3.207 |    -4.570 |   -0.3345 |
-#> |.....................|     4.463 |    0.6916 |    0.8930 |     1.187 |
-#> |.....................|    0.9836 |...........|...........|...........|
-#> |    X|     754.00081 |     86.14 |   0.04047 |   0.01036 |    0.4171 |
-#> |.....................|     4.463 |    0.6916 |    0.8930 |     1.187 |
-#> |.....................|    0.9836 |...........|...........|...........|
-#> |    F| Forward Diff. |     21.00 |   0.04440 |    0.6979 |    0.3804 |
-#> |.....................|    -15.79 |     3.414 |     2.168 |    -7.205 |
-#> |.....................|    -4.903 |...........|...........|...........|
-#> |   14|     753.84435 |    0.9903 |   -0.9704 |    -1.003 |   -0.9086 |
-#> |.....................|   -0.7296 |   -0.8985 |   -0.8898 |   -0.8427 |
-#> |.....................|   -0.8570 |...........|...........|...........|
-#> |    U|     753.84435 |     85.70 |    -3.207 |    -4.570 |   -0.3346 |
-#> |.....................|     4.477 |    0.6903 |    0.8919 |     1.192 |
-#> |.....................|    0.9865 |...........|...........|...........|
-#> |    X|     753.84435 |     85.70 |   0.04047 |   0.01036 |    0.4171 |
-#> |.....................|     4.477 |    0.6903 |    0.8919 |     1.192 |
-#> |.....................|    0.9865 |...........|...........|...........|
-#> |    F| Forward Diff. |    -19.93 |   0.07681 |    0.6538 |    0.3555 |
-#> |.....................|    -14.84 |     2.820 |     2.056 |    -6.999 |
-#> |.....................|    -4.662 |...........|...........|...........|
-#> |   15|     753.69372 |    0.9952 |   -0.9704 |    -1.003 |   -0.9089 |
-#> |.....................|   -0.7234 |   -0.9005 |   -0.8911 |   -0.8377 |
-#> |.....................|   -0.8537 |...........|...........|...........|
-#> |    U|     753.69372 |     86.12 |    -3.207 |    -4.571 |   -0.3347 |
-#> |.....................|     4.491 |    0.6890 |    0.8908 |     1.198 |
-#> |.....................|    0.9897 |...........|...........|...........|
-#> |    X|     753.69372 |     86.12 |   0.04046 |   0.01035 |    0.4171 |
-#> |.....................|     4.491 |    0.6890 |    0.8908 |     1.198 |
-#> |.....................|    0.9897 |...........|...........|...........|
-#> |    F| Forward Diff. |     18.81 |   0.04462 |    0.6942 |    0.3896 |
-#> |.....................|    -13.66 |     3.180 |     1.953 |    -6.807 |
-#> |.....................|    -4.573 |...........|...........|...........|
-#> |   16|     753.55534 |    0.9906 |   -0.9705 |    -1.004 |   -0.9093 |
-#> |.....................|   -0.7176 |   -0.9027 |   -0.8924 |   -0.8322 |
-#> |.....................|   -0.8502 |...........|...........|...........|
-#> |    U|     753.55534 |     85.72 |    -3.207 |    -4.571 |   -0.3348 |
-#> |.....................|     4.503 |    0.6875 |    0.8896 |     1.204 |
-#> |.....................|    0.9931 |...........|...........|...........|
-#> |    X|     753.55534 |     85.72 |   0.04046 |   0.01034 |    0.4171 |
-#> |.....................|     4.503 |    0.6875 |    0.8896 |     1.204 |
-#> |.....................|    0.9931 |...........|...........|...........|
-#> |    F| Forward Diff. |    -17.61 |   0.07313 |    0.6517 |    0.3679 |
-#> |.....................|    -12.86 |     2.639 |     1.835 |    -6.564 |
-#> |.....................|    -4.309 |...........|...........|...........|
-#> |   17|     753.42478 |    0.9950 |   -0.9706 |    -1.005 |   -0.9097 |
-#> |.....................|   -0.7124 |   -0.9049 |   -0.8937 |   -0.8262 |
-#> |.....................|   -0.8464 |...........|...........|...........|
-#> |    U|     753.42478 |     86.11 |    -3.207 |    -4.572 |   -0.3350 |
-#> |.....................|     4.515 |    0.6859 |    0.8884 |     1.211 |
-#> |.....................|    0.9967 |...........|...........|...........|
-#> |    X|     753.42478 |     86.11 |   0.04046 |   0.01034 |    0.4170 |
-#> |.....................|     4.515 |    0.6859 |    0.8884 |     1.211 |
-#> |.....................|    0.9967 |...........|...........|...........|
-#> |    F| Forward Diff. |     16.74 |   0.04433 |    0.6853 |    0.4002 |
-#> |.....................|    -11.89 |     2.952 |     1.729 |    -6.336 |
-#> |.....................|    -4.181 |...........|...........|...........|
-#> |   18|     753.30602 |    0.9909 |   -0.9706 |    -1.006 |   -0.9103 |
-#> |.....................|   -0.7078 |   -0.9075 |   -0.8949 |   -0.8197 |
-#> |.....................|   -0.8425 |...........|...........|...........|
-#> |    U|     753.30602 |     85.74 |    -3.207 |    -4.573 |   -0.3352 |
-#> |.....................|     4.525 |    0.6841 |    0.8873 |     1.219 |
-#> |.....................|     1.001 |...........|...........|...........|
-#> |    X|     753.30602 |     85.74 |   0.04046 |   0.01033 |    0.4170 |
-#> |.....................|     4.525 |    0.6841 |    0.8873 |     1.219 |
-#> |.....................|     1.001 |...........|...........|...........|
-#> |    F| Forward Diff. |    -15.54 |   0.06924 |    0.6430 |    0.3812 |
-#> |.....................|    -11.26 |     2.462 |     1.618 |    -6.066 |
-#> |.....................|    -3.903 |...........|...........|...........|
-#> |   19|     753.19508 |    0.9949 |   -0.9707 |    -1.007 |   -0.9109 |
-#> |.....................|   -0.7036 |   -0.9102 |   -0.8961 |   -0.8129 |
-#> |.....................|   -0.8385 |...........|...........|...........|
-#> |    U|     753.19508 |     86.09 |    -3.208 |    -4.574 |   -0.3354 |
-#> |.....................|     4.533 |    0.6822 |    0.8862 |     1.227 |
-#> |.....................|     1.004 |...........|...........|...........|
-#> |    X|     753.19508 |     86.09 |   0.04045 |   0.01032 |    0.4169 |
-#> |.....................|     4.533 |    0.6822 |    0.8862 |     1.227 |
-#> |.....................|     1.004 |...........|...........|...........|
-#> |    F| Forward Diff. |     14.90 |   0.04352 |    0.6689 |    0.4113 |
-#> |.....................|    -10.49 |     2.732 |     1.522 |    -5.813 |
-#> |.....................|    -3.751 |...........|...........|...........|
-#> |   20|     753.09443 |    0.9911 |   -0.9708 |    -1.008 |   -0.9117 |
-#> |.....................|   -0.7001 |   -0.9132 |   -0.8972 |   -0.8058 |
-#> |.....................|   -0.8346 |...........|...........|...........|
-#> |    U|     753.09443 |     85.77 |    -3.208 |    -4.575 |   -0.3356 |
-#> |.....................|     4.541 |    0.6801 |    0.8852 |     1.235 |
+#> |    1|     756.61847 |     1.000 |   -0.9694 |    -1.000 |   -0.9068 |
+#> |.....................|   -0.8057 |   -0.8843 |   -0.8798 |   -0.8743 |
+#> |.....................|   -0.8782 |...........|...........|...........|
+#> |    U|     756.61847 |     87.00 |    -3.200 |    -4.600 |   -0.3300 |
+#> |.....................|     4.300 |    0.6985 |    0.9036 |     1.156 |
+#> |.....................|    0.9765 |...........|...........|...........|
+#> |    X|     756.61847 |     87.00 |   0.04076 |   0.01005 |    0.4182 |
+#> |.....................|     4.300 |    0.6985 |    0.9036 |     1.156 |
+#> |.....................|    0.9765 |...........|...........|...........|
+#> |    G|    Gill Diff. |     104.1 |   0.02915 |    0.3320 |    0.4427 |
+#> |.....................|    -29.46 |     6.499 |     3.260 |    -8.158 |
+#> |.....................|    -5.501 |...........|...........|...........|
+#> |    2|     4014.8405 |   0.04387 |   -0.9697 |    -1.003 |   -0.9108 |
+#> |.....................|   -0.5352 |   -0.9440 |   -0.9098 |   -0.7994 |
+#> |.....................|   -0.8277 |...........|...........|...........|
+#> |    U|     4014.8405 |     3.817 |    -3.200 |    -4.603 |   -0.3313 |
+#> |.....................|     4.882 |    0.6569 |    0.8766 |     1.243 |
+#> |.....................|     1.026 |...........|...........|...........|
+#> |    X|     4014.8405 |     3.817 |   0.04075 |   0.01002 |    0.4179 |
+#> |.....................|     4.882 |    0.6569 |    0.8766 |     1.243 |
+#> |.....................|     1.026 |...........|...........|...........|
+#> |    3|     784.09766 |    0.9044 |   -0.9695 |    -1.000 |   -0.9072 |
+#> |.....................|   -0.7786 |   -0.8903 |   -0.8828 |   -0.8668 |
+#> |.....................|   -0.8732 |...........|...........|...........|
+#> |    U|     784.09766 |     78.68 |    -3.200 |    -4.600 |   -0.3301 |
+#> |.....................|     4.358 |    0.6944 |    0.9009 |     1.165 |
+#> |.....................|    0.9814 |...........|...........|...........|
+#> |    X|     784.09766 |     78.68 |   0.04076 |   0.01005 |    0.4182 |
+#> |.....................|     4.358 |    0.6944 |    0.9009 |     1.165 |
+#> |.....................|    0.9814 |...........|...........|...........|
+#> |    4|     755.85897 |    0.9864 |   -0.9694 |    -1.000 |   -0.9068 |
+#> |.....................|   -0.8018 |   -0.8852 |   -0.8803 |   -0.8733 |
+#> |.....................|   -0.8775 |...........|...........|...........|
+#> |    U|     755.85897 |     85.82 |    -3.200 |    -4.600 |   -0.3300 |
+#> |.....................|     4.308 |    0.6979 |    0.9032 |     1.157 |
+#> |.....................|    0.9772 |...........|...........|...........|
+#> |    X|     755.85897 |     85.82 |   0.04076 |   0.01005 |    0.4182 |
+#> |.....................|     4.308 |    0.6979 |    0.9032 |     1.157 |
+#> |.....................|    0.9772 |...........|...........|...........|
+#> |    F| Forward Diff. |    -10.67 |    0.1182 |    0.2197 |    0.3686 |
+#> |.....................|    -28.82 |     3.860 |     3.200 |    -8.294 |
+#> |.....................|    -5.254 |...........|...........|...........|
+#> |    5|     755.50135 |    0.9911 |   -0.9695 |    -1.000 |   -0.9070 |
+#> |.....................|   -0.7893 |   -0.8868 |   -0.8816 |   -0.8697 |
+#> |.....................|   -0.8752 |...........|...........|...........|
+#> |    U|     755.50135 |     86.22 |    -3.200 |    -4.600 |   -0.3301 |
+#> |.....................|     4.335 |    0.6968 |    0.9020 |     1.161 |
+#> |.....................|    0.9794 |...........|...........|...........|
+#> |    X|     755.50135 |     86.22 |   0.04076 |   0.01005 |    0.4182 |
+#> |.....................|     4.335 |    0.6968 |    0.9020 |     1.161 |
+#> |.....................|    0.9794 |...........|...........|...........|
+#> |    6|     755.34910 |    0.9966 |   -0.9695 |    -1.000 |   -0.9072 |
+#> |.....................|   -0.7744 |   -0.8888 |   -0.8833 |   -0.8654 |
+#> |.....................|   -0.8725 |...........|...........|...........|
+#> |    U|      755.3491 |     86.70 |    -3.200 |    -4.600 |   -0.3301 |
+#> |.....................|     4.367 |    0.6954 |    0.9005 |     1.166 |
+#> |.....................|    0.9820 |...........|...........|...........|
+#> |    X|      755.3491 |     86.70 |   0.04076 |   0.01005 |    0.4182 |
+#> |.....................|     4.367 |    0.6954 |    0.9005 |     1.166 |
+#> |.....................|    0.9820 |...........|...........|...........|
+#> |    F| Forward Diff. |     73.92 |   0.04965 |    0.3063 |    0.4373 |
+#> |.....................|    -23.46 |     5.143 |     2.934 |    -7.746 |
+#> |.....................|    -5.165 |...........|...........|...........|
+#> |    7|     754.44379 |    0.9831 |   -0.9697 |    -1.001 |   -0.9076 |
+#> |.....................|   -0.7489 |   -0.8930 |   -0.8865 |   -0.8566 |
+#> |.....................|   -0.8669 |...........|...........|...........|
+#> |    U|     754.44379 |     85.53 |    -3.200 |    -4.601 |   -0.3303 |
+#> |.....................|     4.422 |    0.6925 |    0.8975 |     1.176 |
+#> |.....................|    0.9875 |...........|...........|...........|
+#> |    X|     754.44379 |     85.53 |   0.04075 |   0.01005 |    0.4182 |
+#> |.....................|     4.422 |    0.6925 |    0.8975 |     1.176 |
+#> |.....................|    0.9875 |...........|...........|...........|
+#> |    F| Forward Diff. |    -36.39 |    0.1354 |    0.1953 |    0.3724 |
+#> |.....................|    -19.20 |     3.020 |     2.621 |    -7.506 |
+#> |.....................|    -4.671 |...........|...........|...........|
+#> |    8|     753.82350 |    0.9908 |   -0.9699 |    -1.001 |   -0.9085 |
+#> |.....................|   -0.7249 |   -0.8992 |   -0.8910 |   -0.8427 |
+#> |.....................|   -0.8580 |...........|...........|...........|
+#> |    U|      753.8235 |     86.20 |    -3.200 |    -4.601 |   -0.3306 |
+#> |.....................|     4.474 |    0.6881 |    0.8935 |     1.193 |
+#> |.....................|    0.9962 |...........|...........|...........|
+#> |    X|      753.8235 |     86.20 |   0.04074 |   0.01004 |    0.4181 |
+#> |.....................|     4.474 |    0.6881 |    0.8935 |     1.193 |
+#> |.....................|    0.9962 |...........|...........|...........|
+#> |    F| Forward Diff. |     25.33 |   0.08213 |    0.2542 |    0.4339 |
+#> |.....................|    -14.89 |     3.322 |     2.230 |    -6.934 |
+#> |.....................|    -4.324 |...........|...........|...........|
+#> |    9|     753.42397 |    0.9836 |   -0.9702 |    -1.002 |   -0.9101 |
+#> |.....................|   -0.7094 |   -0.9058 |   -0.8962 |   -0.8215 |
+#> |.....................|   -0.8457 |...........|...........|...........|
+#> |    U|     753.42397 |     85.57 |    -3.201 |    -4.602 |   -0.3311 |
+#> |.....................|     4.507 |    0.6835 |    0.8888 |     1.217 |
 #> |.....................|     1.008 |...........|...........|...........|
-#> |    X|     753.09443 |     85.77 |   0.04045 |   0.01031 |    0.4169 |
-#> |.....................|     4.541 |    0.6801 |    0.8852 |     1.235 |
+#> |    X|     753.42397 |     85.57 |   0.04073 |   0.01003 |    0.4180 |
+#> |.....................|     4.507 |    0.6835 |    0.8888 |     1.217 |
 #> |.....................|     1.008 |...........|...........|...........|
-#> |    F| Forward Diff. |    -13.80 |   0.06521 |    0.6240 |    0.3942 |
-#> |.....................|    -10.02 |     2.285 |     1.423 |    -5.526 |
-#> |.....................|    -3.476 |...........|...........|...........|
-#> |   21|     753.00021 |    0.9948 |   -0.9709 |    -1.009 |   -0.9127 |
-#> |.....................|   -0.6968 |   -0.9163 |   -0.8982 |   -0.7985 |
-#> |.....................|   -0.8307 |...........|...........|...........|
-#> |    U|     753.00021 |     86.08 |    -3.208 |    -4.576 |   -0.3360 |
-#> |.....................|     4.548 |    0.6779 |    0.8843 |     1.243 |
-#> |.....................|     1.012 |...........|...........|...........|
-#> |    X|     753.00021 |     86.08 |   0.04045 |   0.01029 |    0.4168 |
-#> |.....................|     4.548 |    0.6779 |    0.8843 |     1.243 |
-#> |.....................|     1.012 |...........|...........|...........|
-#> |    F| Forward Diff. |     13.31 |   0.04216 |    0.6406 |    0.4217 |
-#> |.....................|    -9.402 |     2.517 |     1.347 |    -5.262 |
-#> |.....................|    -3.321 |...........|...........|...........|
-#> |   22|     752.91432 |    0.9914 |   -0.9710 |    -1.010 |   -0.9139 |
-#> |.....................|   -0.6939 |   -0.9197 |   -0.8991 |   -0.7911 |
-#> |.....................|   -0.8272 |...........|...........|...........|
-#> |    U|     752.91432 |     85.79 |    -3.208 |    -4.578 |   -0.3364 |
-#> |.....................|     4.555 |    0.6755 |    0.8835 |     1.252 |
-#> |.....................|     1.015 |...........|...........|...........|
-#> |    X|     752.91432 |     85.79 |   0.04044 |   0.01028 |    0.4167 |
-#> |.....................|     4.555 |    0.6755 |    0.8835 |     1.252 |
-#> |.....................|     1.015 |...........|...........|...........|
-#> |    F| Forward Diff. |    -12.35 |   0.06128 |    0.5909 |    0.4053 |
-#> |.....................|    -9.027 |     2.101 |     1.271 |    -4.717 |
-#> |.....................|    -3.067 |...........|...........|...........|
-#> |   23|     752.83200 |    0.9948 |   -0.9711 |    -1.012 |   -0.9155 |
-#> |.....................|   -0.6906 |   -0.9238 |   -0.9000 |   -0.7843 |
-#> |.....................|   -0.8235 |...........|...........|...........|
-#> |    U|       752.832 |     86.09 |    -3.208 |    -4.580 |   -0.3369 |
-#> |.....................|     4.561 |    0.6727 |    0.8827 |     1.260 |
-#> |.....................|     1.019 |...........|...........|...........|
-#> |    X|       752.832 |     86.09 |   0.04044 |   0.01026 |    0.4166 |
-#> |.....................|     4.561 |    0.6727 |    0.8827 |     1.260 |
-#> |.....................|     1.019 |...........|...........|...........|
-#> |    F| Forward Diff. |     12.74 |   0.03978 |    0.5956 |    0.4312 |
-#> |.....................|    -8.422 |     2.296 |     1.202 |    -4.471 |
-#> |.....................|    -2.914 |...........|...........|...........|
-#> |   24|     752.75140 |    0.9918 |   -0.9713 |    -1.014 |   -0.9179 |
-#> |.....................|   -0.6872 |   -0.9288 |   -0.9011 |   -0.7785 |
-#> |.....................|   -0.8198 |...........|...........|...........|
-#> |    U|      752.7514 |     85.82 |    -3.208 |    -4.582 |   -0.3377 |
-#> |.....................|     4.569 |    0.6692 |    0.8818 |     1.266 |
+#> |    F| Forward Diff. |    -31.38 |    0.1220 |    0.1752 |    0.4111 |
+#> |.....................|    -12.58 |     2.402 |     1.769 |    -6.044 |
+#> |.....................|    -3.541 |...........|...........|...........|
+#> |   10|     753.10125 |    0.9902 |   -0.9707 |    -1.003 |   -0.9128 |
+#> |.....................|   -0.7033 |   -0.9147 |   -0.8999 |   -0.7966 |
+#> |.....................|   -0.8328 |...........|...........|...........|
+#> |    U|     753.10125 |     86.15 |    -3.201 |    -4.603 |   -0.3320 |
+#> |.....................|     4.520 |    0.6773 |    0.8855 |     1.246 |
+#> |.....................|     1.021 |...........|...........|...........|
+#> |    X|     753.10125 |     86.15 |   0.04071 |   0.01002 |    0.4178 |
+#> |.....................|     4.520 |    0.6773 |    0.8855 |     1.246 |
+#> |.....................|     1.021 |...........|...........|...........|
+#> |    F| Forward Diff. |     18.19 |   0.07644 |    0.2005 |    0.4693 |
+#> |.....................|    -11.34 |     2.660 |     1.470 |    -4.866 |
+#> |.....................|    -2.908 |...........|...........|...........|
+#> |   11|     752.83558 |    0.9856 |   -0.9716 |    -1.004 |   -0.9194 |
+#> |.....................|   -0.6931 |   -0.9294 |   -0.8999 |   -0.7740 |
+#> |.....................|   -0.8246 |...........|...........|...........|
+#> |    U|     752.83558 |     85.75 |    -3.202 |    -4.604 |   -0.3342 |
+#> |.....................|     4.542 |    0.6671 |    0.8855 |     1.272 |
+#> |.....................|     1.029 |...........|...........|...........|
+#> |    X|     752.83558 |     85.75 |   0.04067 |   0.01001 |    0.4172 |
+#> |.....................|     4.542 |    0.6671 |    0.8855 |     1.272 |
+#> |.....................|     1.029 |...........|...........|...........|
+#> |    F| Forward Diff. |    -17.42 |   0.09700 |    0.1175 |    0.4453 |
+#> |.....................|    -9.793 |     1.829 |     1.489 |    -3.997 |
+#> |.....................|    -2.337 |...........|...........|...........|
+#> |   12|     752.64046 |    0.9898 |   -0.9731 |    -1.005 |   -0.9331 |
+#> |.....................|   -0.6718 |   -0.9413 |   -0.9101 |   -0.7759 |
+#> |.....................|   -0.8318 |...........|...........|...........|
+#> |    U|     752.64046 |     86.12 |    -3.204 |    -4.605 |   -0.3387 |
+#> |.....................|     4.588 |    0.6587 |    0.8763 |     1.270 |
 #> |.....................|     1.022 |...........|...........|...........|
-#> |    X|      752.7514 |     85.82 |   0.04043 |   0.01024 |    0.4164 |
-#> |.....................|     4.569 |    0.6692 |    0.8818 |     1.266 |
+#> |    X|     752.64046 |     86.12 |   0.04061 |   0.01000 |    0.4161 |
+#> |.....................|     4.588 |    0.6587 |    0.8763 |     1.270 |
 #> |.....................|     1.022 |...........|...........|...........|
-#> |    F| Forward Diff. |    -10.02 |   0.05546 |    0.5361 |    0.4172 |
-#> |.....................|    -7.958 |     1.872 |     1.117 |    -4.424 |
-#> |.....................|    -2.664 |...........|...........|...........|
-#> |   25|     752.68235 |    0.9947 |   -0.9715 |    -1.016 |   -0.9205 |
-#> |.....................|   -0.6845 |   -0.9329 |   -0.9018 |   -0.7712 |
-#> |.....................|   -0.8173 |...........|...........|...........|
-#> |    U|     752.68235 |     86.07 |    -3.208 |    -4.584 |   -0.3386 |
-#> |.....................|     4.575 |    0.6663 |    0.8811 |     1.275 |
-#> |.....................|     1.025 |...........|...........|...........|
-#> |    X|     752.68235 |     86.07 |   0.04042 |   0.01022 |    0.4162 |
-#> |.....................|     4.575 |    0.6663 |    0.8811 |     1.275 |
-#> |.....................|     1.025 |...........|...........|...........|
-#> |    F| Forward Diff. |     10.53 |   0.03715 |    0.5273 |    0.4360 |
-#> |.....................|    -7.447 |     2.014 |     1.063 |    -3.990 |
-#> |.....................|    -2.556 |...........|...........|...........|
-#> |   26|     752.62160 |    0.9918 |   -0.9717 |    -1.019 |   -0.9237 |
-#> |.....................|   -0.6821 |   -0.9370 |   -0.9025 |   -0.7637 |
-#> |.....................|   -0.8151 |...........|...........|...........|
-#> |    U|      752.6216 |     85.83 |    -3.209 |    -4.586 |   -0.3397 |
-#> |.....................|     4.580 |    0.6635 |    0.8804 |     1.284 |
-#> |.....................|     1.027 |...........|...........|...........|
-#> |    X|      752.6216 |     85.83 |   0.04042 |   0.01020 |    0.4159 |
-#> |.....................|     4.580 |    0.6635 |    0.8804 |     1.284 |
-#> |.....................|     1.027 |...........|...........|...........|
-#> |    F| Forward Diff. |    -10.27 |   0.05173 |    0.4657 |    0.4178 |
-#> |.....................|    -7.153 |     1.648 |     1.004 |    -3.701 |
-#> |.....................|    -2.385 |...........|...........|...........|
-#> |   27|     752.55758 |    0.9944 |   -0.9719 |    -1.021 |   -0.9287 |
-#> |.....................|   -0.6786 |   -0.9418 |   -0.9036 |   -0.7591 |
-#> |.....................|   -0.8121 |...........|...........|...........|
-#> |    U|     752.55758 |     86.05 |    -3.209 |    -4.588 |   -0.3413 |
-#> |.....................|     4.587 |    0.6600 |    0.8795 |     1.289 |
-#> |.....................|     1.030 |...........|...........|...........|
-#> |    X|     752.55758 |     86.05 |   0.04040 |   0.01017 |    0.4155 |
-#> |.....................|     4.587 |    0.6600 |    0.8795 |     1.289 |
-#> |.....................|     1.030 |...........|...........|...........|
-#> |    F| Forward Diff. |     7.976 |   0.03464 |    0.4539 |    0.4351 |
-#> |.....................|    -6.545 |     1.728 |    0.9236 |    -3.536 |
-#> |.....................|    -2.257 |...........|...........|...........|
-#> |   28|     752.50465 |    0.9921 |   -0.9722 |    -1.023 |   -0.9345 |
-#> |.....................|   -0.6755 |   -0.9456 |   -0.9043 |   -0.7539 |
-#> |.....................|   -0.8090 |...........|...........|...........|
-#> |    U|     752.50465 |     85.85 |    -3.209 |    -4.590 |   -0.3432 |
-#> |.....................|     4.594 |    0.6574 |    0.8788 |     1.295 |
-#> |.....................|     1.033 |...........|...........|...........|
-#> |    X|     752.50465 |     85.85 |   0.04039 |   0.01015 |    0.4150 |
-#> |.....................|     4.594 |    0.6574 |    0.8788 |     1.295 |
-#> |.....................|     1.033 |...........|...........|...........|
-#> |    F| Forward Diff. |    -8.947 |   0.04577 |    0.4043 |    0.4205 |
-#> |.....................|    -6.122 |     1.399 |    0.8644 |    -3.339 |
-#> |.....................|    -2.062 |...........|...........|...........|
-#> |   29|     752.46010 |    0.9944 |   -0.9724 |    -1.024 |   -0.9405 |
-#> |.....................|   -0.6742 |   -0.9477 |   -0.9048 |   -0.7467 |
-#> |.....................|   -0.8068 |...........|...........|...........|
-#> |    U|      752.4601 |     86.05 |    -3.209 |    -4.591 |   -0.3452 |
-#> |.....................|     4.597 |    0.6559 |    0.8784 |     1.303 |
-#> |.....................|     1.035 |...........|...........|...........|
-#> |    X|      752.4601 |     86.05 |   0.04039 |   0.01014 |    0.4145 |
-#> |.....................|     4.597 |    0.6559 |    0.8784 |     1.303 |
-#> |.....................|     1.035 |...........|...........|...........|
-#> |    F| Forward Diff. |     6.603 |   0.03134 |    0.3976 |    0.4307 |
-#> |.....................|    -5.878 |     1.523 |    0.8347 |    -3.098 |
-#> |.....................|    -1.971 |...........|...........|...........|
-#> |   30|     752.42045 |    0.9923 |   -0.9726 |    -1.025 |   -0.9478 |
-#> |.....................|   -0.6717 |   -0.9497 |   -0.9056 |   -0.7410 |
-#> |.....................|   -0.8056 |...........|...........|...........|
-#> |    U|     752.42045 |     85.87 |    -3.210 |    -4.593 |   -0.3477 |
-#> |.....................|     4.602 |    0.6545 |    0.8777 |     1.310 |
-#> |.....................|     1.036 |...........|...........|...........|
-#> |    X|     752.42045 |     85.87 |   0.04038 |   0.01013 |    0.4139 |
-#> |.....................|     4.602 |    0.6545 |    0.8777 |     1.310 |
-#> |.....................|     1.036 |...........|...........|...........|
-#> |    F| Forward Diff. |    -7.567 |   0.04074 |    0.3551 |    0.4112 |
-#> |.....................|    -5.553 |     1.278 |    0.7625 |    -2.890 |
-#> |.....................|    -1.881 |...........|...........|...........|
-#> |   31|     752.38271 |    0.9943 |   -0.9729 |    -1.026 |   -0.9563 |
-#> |.....................|   -0.6682 |   -0.9523 |   -0.9058 |   -0.7392 |
-#> |.....................|   -0.8032 |...........|...........|...........|
-#> |    U|     752.38271 |     86.04 |    -3.210 |    -4.594 |   -0.3505 |
-#> |.....................|     4.610 |    0.6527 |    0.8775 |     1.312 |
-#> |.....................|     1.038 |...........|...........|...........|
-#> |    X|     752.38271 |     86.04 |   0.04037 |   0.01012 |    0.4133 |
-#> |.....................|     4.610 |    0.6527 |    0.8775 |     1.312 |
-#> |.....................|     1.038 |...........|...........|...........|
-#> |    F| Forward Diff. |     5.602 |   0.02847 |    0.3641 |    0.4189 |
-#> |.....................|    -5.001 |     1.344 |    0.7516 |    -2.828 |
-#> |.....................|    -1.805 |...........|...........|...........|
-#> |   32|     752.35435 |    0.9925 |   -0.9730 |    -1.028 |   -0.9633 |
-#> |.....................|   -0.6679 |   -0.9545 |   -0.9069 |   -0.7341 |
-#> |.....................|   -0.7988 |...........|...........|...........|
-#> |    U|     752.35435 |     85.89 |    -3.210 |    -4.595 |   -0.3529 |
-#> |.....................|     4.611 |    0.6511 |    0.8766 |     1.318 |
-#> |.....................|     1.043 |...........|...........|...........|
-#> |    X|     752.35435 |     85.89 |   0.04036 |   0.01010 |    0.4127 |
-#> |.....................|     4.611 |    0.6511 |    0.8766 |     1.318 |
-#> |.....................|     1.043 |...........|...........|...........|
-#> |    F| Forward Diff. |    -6.571 |   0.03612 |    0.3357 |    0.4086 |
-#> |.....................|    -4.992 |     1.118 |    0.6605 |    -2.632 |
-#> |.....................|    -1.560 |...........|...........|...........|
-#> |   33|     752.32772 |    0.9943 |   -0.9732 |    -1.029 |   -0.9711 |
-#> |.....................|   -0.6669 |   -0.9557 |   -0.9071 |   -0.7282 |
-#> |.....................|   -0.7989 |...........|...........|...........|
-#> |    U|     752.32772 |     86.04 |    -3.210 |    -4.596 |   -0.3555 |
-#> |.....................|     4.613 |    0.6503 |    0.8764 |     1.325 |
+#> |    F| Forward Diff. |     12.96 |   0.06018 |    0.1556 |    0.4415 |
+#> |.....................|    -6.445 |     1.822 |    0.6282 |    -4.092 |
+#> |.....................|    -2.761 |...........|...........|...........|
+#> |   13|     752.52461 |    0.9874 |   -0.9741 |    -1.006 |   -0.9430 |
+#> |.....................|   -0.6755 |   -0.9483 |   -0.9069 |   -0.7553 |
+#> |.....................|   -0.8127 |...........|...........|...........|
+#> |    U|     752.52461 |     85.90 |    -3.205 |    -4.606 |   -0.3420 |
+#> |.....................|     4.580 |    0.6538 |    0.8792 |     1.294 |
+#> |.....................|     1.040 |...........|...........|...........|
+#> |    X|     752.52461 |     85.90 |   0.04057 |  0.009996 |    0.4153 |
+#> |.....................|     4.580 |    0.6538 |    0.8792 |     1.294 |
+#> |.....................|     1.040 |...........|...........|...........|
+#> |    F| Forward Diff. |    -5.319 |   0.06758 |    0.1323 |    0.4528 |
+#> |.....................|    -7.018 |     1.348 |    0.9128 |    -3.312 |
+#> |.....................|    -1.706 |...........|...........|...........|
+#> |   14|     752.47650 |    0.9920 |   -0.9750 |    -1.008 |   -0.9578 |
+#> |.....................|   -0.6735 |   -0.9481 |   -0.9014 |   -0.7293 |
+#> |.....................|   -0.8100 |...........|...........|...........|
+#> |    U|      752.4765 |     86.30 |    -3.206 |    -4.608 |   -0.3468 |
+#> |.....................|     4.584 |    0.6539 |    0.8841 |     1.324 |
 #> |.....................|     1.043 |...........|...........|...........|
-#> |    X|     752.32772 |     86.04 |   0.04035 |   0.01009 |    0.4121 |
-#> |.....................|     4.613 |    0.6503 |    0.8764 |     1.325 |
+#> |    X|      752.4765 |     86.30 |   0.04054 |  0.009974 |    0.4142 |
+#> |.....................|     4.584 |    0.6539 |    0.8841 |     1.324 |
 #> |.....................|     1.043 |...........|...........|...........|
-#> |    F| Forward Diff. |     5.212 |   0.02538 |    0.3153 |    0.4089 |
-#> |.....................|    -4.808 |     1.231 |    0.6502 |    -2.445 |
-#> |.....................|    -1.583 |...........|...........|...........|
-#> |   34|     752.30453 |    0.9927 |   -0.9733 |    -1.030 |   -0.9795 |
-#> |.....................|   -0.6622 |   -0.9567 |   -0.9058 |   -0.7271 |
-#> |.....................|   -0.8012 |...........|...........|...........|
-#> |    U|     752.30453 |     85.90 |    -3.210 |    -4.598 |   -0.3583 |
-#> |.....................|     4.623 |    0.6496 |    0.8775 |     1.326 |
+#> |    F| Forward Diff. |     26.38 |   0.03719 |   0.08701 |    0.4621 |
+#> |.....................|    -6.642 |     1.808 |     1.401 |    -2.463 |
+#> |.....................|    -1.595 |...........|...........|...........|
+#> |   15|     752.37074 |    0.9880 |   -0.9759 |    -1.009 |   -0.9778 |
+#> |.....................|   -0.6665 |   -0.9465 |   -0.9156 |   -0.7192 |
+#> |.....................|   -0.8239 |...........|...........|...........|
+#> |    U|     752.37074 |     85.96 |    -3.206 |    -4.609 |   -0.3534 |
+#> |.....................|     4.599 |    0.6551 |    0.8713 |     1.335 |
+#> |.....................|     1.030 |...........|...........|...........|
+#> |    X|     752.37074 |     85.96 |   0.04050 |  0.009963 |    0.4125 |
+#> |.....................|     4.599 |    0.6551 |    0.8713 |     1.335 |
+#> |.....................|     1.030 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.8866 |   0.05090 |  -0.01541 |    0.3812 |
+#> |.....................|    -5.712 |     1.436 |    0.1646 |    -2.191 |
+#> |.....................|    -2.247 |...........|...........|...........|
+#> |   16|     752.26949 |    0.9921 |   -0.9761 |    -1.009 |   -0.9796 |
+#> |.....................|   -0.6402 |   -0.9531 |   -0.9164 |   -0.7091 |
+#> |.....................|   -0.8135 |...........|...........|...........|
+#> |    U|     752.26949 |     86.31 |    -3.207 |    -4.609 |   -0.3540 |
+#> |.....................|     4.656 |    0.6505 |    0.8706 |     1.347 |
 #> |.....................|     1.040 |...........|...........|...........|
-#> |    X|     752.30453 |     85.90 |   0.04035 |   0.01008 |    0.4114 |
-#> |.....................|     4.623 |    0.6496 |    0.8775 |     1.326 |
+#> |    X|     752.26949 |     86.31 |   0.04049 |  0.009963 |    0.4124 |
+#> |.....................|     4.656 |    0.6505 |    0.8706 |     1.347 |
 #> |.....................|     1.040 |...........|...........|...........|
-#> |    F| Forward Diff. |    -5.777 |   0.03360 |    0.2795 |    0.3849 |
-#> |.....................|    -4.177 |     1.041 |    0.7583 |    -2.411 |
-#> |.....................|    -1.694 |...........|...........|...........|
-#> |   35|     752.28211 |    0.9943 |   -0.9735 |    -1.030 |   -0.9865 |
-#> |.....................|   -0.6621 |   -0.9586 |   -0.9093 |   -0.7251 |
-#> |.....................|   -0.7954 |...........|...........|...........|
-#> |    U|     752.28211 |     86.04 |    -3.210 |    -4.598 |   -0.3606 |
-#> |.....................|     4.623 |    0.6483 |    0.8743 |     1.328 |
-#> |.....................|     1.046 |...........|...........|...........|
-#> |    X|     752.28211 |     86.04 |   0.04034 |   0.01008 |    0.4108 |
-#> |.....................|     4.623 |    0.6483 |    0.8743 |     1.328 |
-#> |.....................|     1.046 |...........|...........|...........|
-#> |    F| Forward Diff. |     4.685 |   0.02318 |    0.3105 |    0.3984 |
-#> |.....................|    -4.118 |     1.106 |    0.4577 |    -2.335 |
-#> |.....................|    -1.438 |...........|...........|...........|
-#> |   36|     752.26507 |    0.9926 |   -0.9736 |    -1.031 |   -0.9930 |
-#> |.....................|   -0.6630 |   -0.9604 |   -0.9091 |   -0.7199 |
-#> |.....................|   -0.7902 |...........|...........|...........|
-#> |    U|     752.26507 |     85.89 |    -3.210 |    -4.598 |   -0.3628 |
-#> |.....................|     4.621 |    0.6470 |    0.8745 |     1.334 |
-#> |.....................|     1.051 |...........|...........|...........|
-#> |    X|     752.26507 |     85.89 |   0.04034 |   0.01007 |    0.4103 |
-#> |.....................|     4.621 |    0.6470 |    0.8745 |     1.334 |
-#> |.....................|     1.051 |...........|...........|...........|
-#> |    F| Forward Diff. |    -6.810 |   0.03096 |    0.2910 |    0.3899 |
-#> |.....................|    -4.283 |    0.8991 |    0.4756 |    -2.130 |
-#> |.....................|    -1.153 |...........|...........|...........|
-#> |   37|     752.24597 |    0.9942 |   -0.9737 |    -1.033 |    -1.000 |
-#> |.....................|   -0.6608 |   -0.9614 |   -0.9045 |   -0.7160 |
-#> |.....................|   -0.7919 |...........|...........|...........|
-#> |    U|     752.24597 |     86.03 |    -3.211 |    -4.600 |   -0.3653 |
-#> |.....................|     4.626 |    0.6463 |    0.8787 |     1.339 |
-#> |.....................|     1.049 |...........|...........|...........|
-#> |    X|     752.24597 |     86.03 |   0.04033 |   0.01005 |    0.4097 |
-#> |.....................|     4.626 |    0.6463 |    0.8787 |     1.339 |
-#> |.....................|     1.049 |...........|...........|...........|
-#> |    F| Forward Diff. |     3.512 |   0.02244 |    0.2659 |    0.3868 |
-#> |.....................|    -3.943 |    0.9821 |    0.8784 |    -2.032 |
-#> |.....................|    -1.263 |...........|...........|...........|
-#> |   38|     752.22949 |    0.9926 |   -0.9738 |    -1.034 |    -1.007 |
-#> |.....................|   -0.6572 |   -0.9618 |   -0.9098 |   -0.7144 |
-#> |.....................|   -0.7948 |...........|...........|...........|
-#> |    U|     752.22949 |     85.90 |    -3.211 |    -4.601 |   -0.3676 |
-#> |.....................|     4.634 |    0.6461 |    0.8739 |     1.341 |
-#> |.....................|     1.047 |...........|...........|...........|
-#> |    X|     752.22949 |     85.90 |   0.04033 |   0.01004 |    0.4091 |
-#> |.....................|     4.634 |    0.6461 |    0.8739 |     1.341 |
-#> |.....................|     1.047 |...........|...........|...........|
-#> |    F| Forward Diff. |    -6.652 |   0.02915 |    0.2261 |    0.3631 |
-#> |.....................|    -3.474 |    0.8493 |    0.4224 |    -1.980 |
-#> |.....................|    -1.394 |...........|...........|...........|
-#> |   39|     752.21433 |    0.9945 |   -0.9739 |    -1.034 |    -1.016 |
-#> |.....................|   -0.6569 |   -0.9629 |   -0.9144 |   -0.7124 |
-#> |.....................|   -0.7922 |...........|...........|...........|
-#> |    U|     752.21433 |     86.05 |    -3.211 |    -4.601 |   -0.3704 |
-#> |.....................|     4.634 |    0.6453 |    0.8697 |     1.343 |
-#> |.....................|     1.049 |...........|...........|...........|
-#> |    X|     752.21433 |     86.05 |   0.04032 |   0.01004 |    0.4085 |
-#> |.....................|     4.634 |    0.6453 |    0.8697 |     1.343 |
-#> |.....................|     1.049 |...........|...........|...........|
-#> |    F| Forward Diff. |     5.271 |   0.01812 |    0.2470 |    0.3694 |
-#> |.....................|    -3.388 |    0.9655 |   0.02976 |    -1.920 |
-#> |.....................|    -1.299 |...........|...........|...........|
-#> |   40|     752.19821 |    0.9933 |   -0.9740 |    -1.034 |    -1.022 |
-#> |.....................|   -0.6566 |   -0.9648 |   -0.9096 |   -0.7099 |
-#> |.....................|   -0.7872 |...........|...........|...........|
-#> |    U|     752.19821 |     85.95 |    -3.211 |    -4.602 |   -0.3726 |
-#> |.....................|     4.635 |    0.6440 |    0.8741 |     1.346 |
-#> |.....................|     1.054 |...........|...........|...........|
-#> |    X|     752.19821 |     85.95 |   0.04032 |   0.01004 |    0.4079 |
-#> |.....................|     4.635 |    0.6440 |    0.8741 |     1.346 |
-#> |.....................|     1.054 |...........|...........|...........|
-#> |    F| Forward Diff. |    -2.667 |   0.02369 |    0.2481 |    0.3640 |
-#> |.....................|    -3.371 |    0.7751 |    0.4401 |    -1.801 |
-#> |.....................|    -1.045 |...........|...........|...........|
-#> |   41|     752.18532 |    0.9951 |   -0.9741 |    -1.036 |    -1.031 |
-#> |.....................|   -0.6545 |   -0.9659 |   -0.9070 |   -0.7062 |
-#> |.....................|   -0.7858 |...........|...........|...........|
-#> |    U|     752.18532 |     86.11 |    -3.211 |    -4.603 |   -0.3754 |
-#> |.....................|     4.639 |    0.6432 |    0.8764 |     1.350 |
+#> |    F| Forward Diff. |     26.82 |   0.02710 |   0.03892 |    0.4267 |
+#> |.....................|    -2.005 |     1.500 |    0.1022 |    -1.862 |
+#> |.....................|    -1.773 |...........|...........|...........|
+#> |   17|     752.20271 |    0.9873 |   -0.9768 |    -1.006 |   -0.9927 |
+#> |.....................|   -0.6361 |   -0.9677 |   -0.9007 |   -0.7162 |
+#> |.....................|   -0.7982 |...........|...........|...........|
+#> |    U|     752.20271 |     85.89 |    -3.207 |    -4.606 |   -0.3584 |
+#> |.....................|     4.664 |    0.6403 |    0.8848 |     1.339 |
 #> |.....................|     1.055 |...........|...........|...........|
-#> |    X|     752.18532 |     86.11 |   0.04032 |   0.01002 |    0.4072 |
-#> |.....................|     4.639 |    0.6432 |    0.8764 |     1.350 |
+#> |    X|     752.20271 |     85.89 |   0.04046 |  0.009992 |    0.4114 |
+#> |.....................|     4.664 |    0.6403 |    0.8848 |     1.339 |
 #> |.....................|     1.055 |...........|...........|...........|
-#> |    F| Forward Diff. |     8.833 |   0.01368 |    0.2421 |    0.3674 |
-#> |.....................|    -3.039 |    0.8770 |    0.6679 |    -1.687 |
-#> |.....................|    -1.010 |...........|...........|...........|
-#> |   42|     752.16831 |    0.9936 |   -0.9742 |    -1.037 |    -1.039 |
-#> |.....................|   -0.6539 |   -0.9664 |   -0.9110 |   -0.7027 |
+#> |    F| Forward Diff. |    -7.259 |   0.05081 |    0.1320 |    0.4166 |
+#> |.....................|    -1.497 |    0.4663 |     1.471 |    -1.984 |
+#> |.....................|   -0.9590 |...........|...........|...........|
+#> |   18|     752.16826 |    0.9883 |   -0.9778 |    -1.006 |    -1.005 |
+#> |.....................|   -0.6437 |   -0.9795 |   -0.9210 |   -0.7076 |
+#> |.....................|   -0.7873 |...........|...........|...........|
+#> |    U|     752.16826 |     85.98 |    -3.208 |    -4.606 |   -0.3626 |
+#> |.....................|     4.648 |    0.6320 |    0.8664 |     1.349 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.16826 |     85.98 |   0.04042 |  0.009989 |    0.4103 |
+#> |.....................|     4.648 |    0.6320 |    0.8664 |     1.349 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |    -1.732 |   0.03428 |    0.1666 |    0.4265 |
+#> |.....................|    -2.413 |    0.2526 |   -0.2557 |    -1.689 |
+#> |.....................|   -0.3553 |...........|...........|...........|
+#> |   19|     752.25223 |    0.9952 |   -0.9788 |    -1.010 |    -1.023 |
+#> |.....................|   -0.6370 |   -0.9826 |   -0.9156 |   -0.6853 |
+#> |.....................|   -0.7912 |...........|...........|...........|
+#> |    U|     752.25223 |     86.58 |    -3.209 |    -4.610 |   -0.3684 |
+#> |.....................|     4.663 |    0.6299 |    0.8713 |     1.374 |
+#> |.....................|     1.061 |...........|...........|...........|
+#> |    X|     752.25223 |     86.58 |   0.04038 |  0.009949 |    0.4089 |
+#> |.....................|     4.663 |    0.6299 |    0.8713 |     1.374 |
+#> |.....................|     1.061 |...........|...........|...........|
+#> |   20|     752.18605 |    0.9920 |   -0.9778 |    -1.007 |    -1.006 |
+#> |.....................|   -0.6387 |   -0.9801 |   -0.9204 |   -0.7040 |
+#> |.....................|   -0.7866 |...........|...........|...........|
+#> |    U|     752.18605 |     86.30 |    -3.208 |    -4.607 |   -0.3629 |
+#> |.....................|     4.659 |    0.6316 |    0.8669 |     1.353 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.18605 |     86.30 |   0.04042 |  0.009985 |    0.4103 |
+#> |.....................|     4.659 |    0.6316 |    0.8669 |     1.353 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |   21|     752.16428 |    0.9894 |   -0.9778 |    -1.006 |    -1.006 |
+#> |.....................|   -0.6422 |   -0.9797 |   -0.9208 |   -0.7065 |
+#> |.....................|   -0.7871 |...........|...........|...........|
+#> |    U|     752.16428 |     86.08 |    -3.208 |    -4.606 |   -0.3627 |
+#> |.....................|     4.651 |    0.6319 |    0.8666 |     1.350 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.16428 |     86.08 |   0.04042 |  0.009988 |    0.4103 |
+#> |.....................|     4.651 |    0.6319 |    0.8666 |     1.350 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     5.144 |   0.02886 |    0.1726 |    0.4333 |
+#> |.....................|    -2.192 |    0.3285 |   -0.2407 |    -1.661 |
+#> |.....................|   -0.3568 |...........|...........|...........|
+#> |   22|     752.15919 |    0.9884 |   -0.9779 |    -1.007 |    -1.007 |
+#> |.....................|   -0.6420 |   -0.9798 |   -0.9206 |   -0.7051 |
+#> |.....................|   -0.7874 |...........|...........|...........|
+#> |    U|     752.15919 |     85.99 |    -3.208 |    -4.607 |   -0.3630 |
+#> |.....................|     4.652 |    0.6319 |    0.8668 |     1.352 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.15919 |     85.99 |   0.04042 |  0.009985 |    0.4102 |
+#> |.....................|     4.652 |    0.6319 |    0.8668 |     1.352 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |    -1.486 |   0.03361 |    0.1549 |    0.4244 |
+#> |.....................|    -2.177 |    0.2364 |   -0.2213 |    -1.616 |
+#> |.....................|   -0.3570 |...........|...........|...........|
+#> |   23|     752.15545 |    0.9894 |   -0.9779 |    -1.007 |    -1.007 |
+#> |.....................|   -0.6405 |   -0.9799 |   -0.9204 |   -0.7040 |
+#> |.....................|   -0.7872 |...........|...........|...........|
+#> |    U|     752.15545 |     86.07 |    -3.208 |    -4.607 |   -0.3631 |
+#> |.....................|     4.655 |    0.6318 |    0.8669 |     1.353 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.15545 |     86.07 |   0.04042 |  0.009984 |    0.4102 |
+#> |.....................|     4.655 |    0.6318 |    0.8669 |     1.353 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     4.936 |   0.02854 |    0.1600 |    0.4306 |
+#> |.....................|    -1.962 |    0.3065 |   -0.2063 |    -1.586 |
+#> |.....................|   -0.3570 |...........|...........|...........|
+#> |   24|     752.15077 |    0.9884 |   -0.9779 |    -1.007 |    -1.008 |
+#> |.....................|   -0.6403 |   -0.9800 |   -0.9202 |   -0.7026 |
+#> |.....................|   -0.7875 |...........|...........|...........|
+#> |    U|     752.15077 |     85.99 |    -3.209 |    -4.607 |   -0.3635 |
+#> |.....................|     4.656 |    0.6317 |    0.8672 |     1.355 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.15077 |     85.99 |   0.04042 |  0.009981 |    0.4101 |
+#> |.....................|     4.656 |    0.6317 |    0.8672 |     1.355 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |    -1.303 |   0.03292 |    0.1430 |    0.4220 |
+#> |.....................|    -1.955 |    0.2207 |   -0.1874 |    -1.542 |
+#> |.....................|   -0.3581 |...........|...........|...........|
+#> |   25|     752.14731 |    0.9893 |   -0.9780 |    -1.007 |    -1.009 |
+#> |.....................|   -0.6389 |   -0.9801 |   -0.9200 |   -0.7014 |
 #> |.....................|   -0.7873 |...........|...........|...........|
-#> |    U|     752.16831 |     85.98 |    -3.211 |    -4.605 |   -0.3782 |
-#> |.....................|     4.641 |    0.6428 |    0.8728 |     1.354 |
-#> |.....................|     1.054 |...........|...........|...........|
-#> |    X|     752.16831 |     85.98 |   0.04031 |   0.01001 |    0.4066 |
-#> |.....................|     4.641 |    0.6428 |    0.8728 |     1.354 |
-#> |.....................|     1.054 |...........|...........|...........|
-#> |    F| Forward Diff. |   -0.7512 |   0.02003 |    0.1902 |    0.3449 |
-#> |.....................|    -2.985 |    0.7407 |    0.3269 |    -1.581 |
-#> |.....................|    -1.064 |...........|...........|...........|
-#> |   43|     752.14828 |    0.9957 |   -0.9743 |    -1.038 |    -1.040 |
-#> |.....................|   -0.6457 |   -0.9684 |   -0.9119 |   -0.6984 |
-#> |.....................|   -0.7843 |...........|...........|...........|
-#> |    U|     752.14828 |     86.16 |    -3.211 |    -4.605 |   -0.3785 |
-#> |.....................|     4.658 |    0.6414 |    0.8720 |     1.359 |
-#> |.....................|     1.057 |...........|...........|...........|
-#> |    X|     752.14828 |     86.16 |   0.04031 |   0.01000 |    0.4065 |
-#> |.....................|     4.658 |    0.6414 |    0.8720 |     1.359 |
-#> |.....................|     1.057 |...........|...........|...........|
-#> |    F| Forward Diff. |     12.68 |  0.008742 |    0.2033 |    0.3626 |
-#> |.....................|    -1.835 |    0.8163 |    0.2532 |    -1.452 |
-#> |.....................|   -0.9466 |...........|...........|...........|
-#> |   44|     752.12689 |    0.9938 |   -0.9744 |    -1.038 |    -1.049 |
-#> |.....................|   -0.6468 |   -0.9706 |   -0.9116 |   -0.6946 |
-#> |.....................|   -0.7819 |...........|...........|...........|
-#> |    U|     752.12689 |     86.00 |    -3.211 |    -4.606 |   -0.3814 |
-#> |.....................|     4.656 |    0.6399 |    0.8723 |     1.363 |
-#> |.....................|     1.059 |...........|...........|...........|
-#> |    X|     752.12689 |     86.00 |   0.04030 |  0.009996 |    0.4058 |
-#> |.....................|     4.656 |    0.6399 |    0.8723 |     1.363 |
-#> |.....................|     1.059 |...........|...........|...........|
-#> |    F| Forward Diff. |  -0.08747 |   0.01751 |    0.1808 |    0.3434 |
-#> |.....................|    -2.013 |    0.5634 |    0.2760 |    -1.320 |
-#> |.....................|   -0.7971 |...........|...........|...........|
-#> |   45|     752.10460 |    0.9941 |   -0.9745 |    -1.039 |    -1.050 |
-#> |.....................|   -0.6390 |   -0.9728 |   -0.9127 |   -0.6895 |
-#> |.....................|   -0.7788 |...........|...........|...........|
-#> |    U|      752.1046 |     86.03 |    -3.211 |    -4.606 |   -0.3818 |
-#> |.....................|     4.673 |    0.6383 |    0.8713 |     1.369 |
-#> |.....................|     1.062 |...........|...........|...........|
-#> |    X|      752.1046 |     86.03 |   0.04030 |  0.009989 |    0.4057 |
-#> |.....................|     4.673 |    0.6383 |    0.8713 |     1.369 |
-#> |.....................|     1.062 |...........|...........|...........|
-#> |   46|     752.09051 |    0.9947 |   -0.9746 |    -1.040 |    -1.052 |
-#> |.....................|   -0.6247 |   -0.9768 |   -0.9147 |   -0.6801 |
-#> |.....................|   -0.7732 |...........|...........|...........|
-#> |    U|     752.09051 |     86.08 |    -3.211 |    -4.608 |   -0.3827 |
-#> |.....................|     4.704 |    0.6355 |    0.8695 |     1.380 |
+#> |    U|     752.14731 |     86.07 |    -3.209 |    -4.607 |   -0.3637 |
+#> |.....................|     4.659 |    0.6316 |    0.8673 |     1.356 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.14731 |     86.07 |   0.04042 |  0.009980 |    0.4101 |
+#> |.....................|     4.659 |    0.6316 |    0.8673 |     1.356 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     4.764 |   0.02806 |    0.1473 |    0.4277 |
+#> |.....................|    -1.749 |    0.2865 |   -0.1727 |    -1.510 |
+#> |.....................|   -0.3572 |...........|...........|...........|
+#> |   26|     752.14299 |    0.9884 |   -0.9780 |    -1.007 |    -1.010 |
+#> |.....................|   -0.6388 |   -0.9801 |   -0.9198 |   -0.7000 |
+#> |.....................|   -0.7876 |...........|...........|...........|
+#> |    U|     752.14299 |     85.99 |    -3.209 |    -4.607 |   -0.3641 |
+#> |.....................|     4.659 |    0.6316 |    0.8675 |     1.358 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.14299 |     85.99 |   0.04041 |  0.009978 |    0.4100 |
+#> |.....................|     4.659 |    0.6316 |    0.8675 |     1.358 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |    -1.130 |   0.03192 |    0.1311 |    0.4194 |
+#> |.....................|    -1.750 |    0.2064 |   -0.1542 |    -1.466 |
+#> |.....................|   -0.3587 |...........|...........|...........|
+#> |   27|     752.13982 |    0.9893 |   -0.9781 |    -1.008 |    -1.010 |
+#> |.....................|   -0.6374 |   -0.9803 |   -0.9196 |   -0.6987 |
+#> |.....................|   -0.7873 |...........|...........|...........|
+#> |    U|     752.13982 |     86.07 |    -3.209 |    -4.608 |   -0.3642 |
+#> |.....................|     4.662 |    0.6315 |    0.8676 |     1.359 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.13982 |     86.07 |   0.04041 |  0.009977 |    0.4099 |
+#> |.....................|     4.662 |    0.6315 |    0.8676 |     1.359 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     4.635 |   0.02760 |    0.1350 |    0.4248 |
+#> |.....................|    -1.550 |    0.2683 |   -0.1407 |    -1.433 |
+#> |.....................|   -0.3557 |...........|...........|...........|
+#> |   28|     752.13580 |    0.9884 |   -0.9782 |    -1.008 |    -1.012 |
+#> |.....................|   -0.6373 |   -0.9803 |   -0.9194 |   -0.6973 |
+#> |.....................|   -0.7876 |...........|...........|...........|
+#> |    U|      752.1358 |     85.99 |    -3.209 |    -4.608 |   -0.3647 |
+#> |.....................|     4.662 |    0.6315 |    0.8678 |     1.361 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|      752.1358 |     85.99 |   0.04041 |  0.009975 |    0.4098 |
+#> |.....................|     4.662 |    0.6315 |    0.8678 |     1.361 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.9657 |   0.03147 |    0.1207 |    0.4166 |
+#> |.....................|    -1.557 |    0.1931 |   -0.1227 |    -1.391 |
+#> |.....................|   -0.3574 |...........|...........|...........|
+#> |   29|     752.13295 |    0.9893 |   -0.9782 |    -1.008 |    -1.012 |
+#> |.....................|   -0.6359 |   -0.9805 |   -0.9193 |   -0.6961 |
+#> |.....................|   -0.7873 |...........|...........|...........|
+#> |    U|     752.13295 |     86.07 |    -3.209 |    -4.608 |   -0.3648 |
+#> |.....................|     4.665 |    0.6314 |    0.8679 |     1.362 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.13295 |     86.07 |   0.04041 |  0.009973 |    0.4098 |
+#> |.....................|     4.665 |    0.6314 |    0.8679 |     1.362 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     4.554 |   0.02702 |    0.1245 |    0.4220 |
+#> |.....................|    -1.357 |    0.2511 |   -0.1114 |    -1.356 |
+#> |.....................|   -0.3512 |...........|...........|...........|
+#> |   30|     752.12919 |    0.9885 |   -0.9783 |    -1.008 |    -1.014 |
+#> |.....................|   -0.6359 |   -0.9804 |   -0.9191 |   -0.6947 |
+#> |.....................|   -0.7876 |...........|...........|...........|
+#> |    U|     752.12919 |     86.00 |    -3.209 |    -4.608 |   -0.3653 |
+#> |.....................|     4.665 |    0.6314 |    0.8681 |     1.364 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.12919 |     86.00 |   0.04040 |  0.009972 |    0.4097 |
+#> |.....................|     4.665 |    0.6314 |    0.8681 |     1.364 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.8077 |   0.03076 |    0.1104 |    0.4140 |
+#> |.....................|    -1.370 |    0.1799 |  -0.09417 |    -1.307 |
+#> |.....................|   -0.3529 |...........|...........|...........|
+#> |   31|     752.12656 |    0.9893 |   -0.9783 |    -1.008 |    -1.014 |
+#> |.....................|   -0.6345 |   -0.9806 |   -0.9190 |   -0.6934 |
+#> |.....................|   -0.7872 |...........|...........|...........|
+#> |    U|     752.12656 |     86.07 |    -3.209 |    -4.608 |   -0.3654 |
+#> |.....................|     4.668 |    0.6313 |    0.8682 |     1.365 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.12656 |     86.07 |   0.04040 |  0.009970 |    0.4096 |
+#> |.....................|     4.668 |    0.6313 |    0.8682 |     1.365 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     4.375 |   0.02651 |    0.1140 |    0.4191 |
+#> |.....................|    -1.173 |    0.2330 |  -0.08481 |    -1.281 |
+#> |.....................|   -0.3435 |...........|...........|...........|
+#> |   32|     752.12310 |    0.9885 |   -0.9784 |    -1.008 |    -1.016 |
+#> |.....................|   -0.6345 |   -0.9806 |   -0.9188 |   -0.6922 |
+#> |.....................|   -0.7875 |...........|...........|...........|
+#> |    U|      752.1231 |     86.00 |    -3.209 |    -4.608 |   -0.3659 |
+#> |.....................|     4.668 |    0.6313 |    0.8684 |     1.367 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|      752.1231 |     86.00 |   0.04040 |  0.009969 |    0.4095 |
+#> |.....................|     4.668 |    0.6313 |    0.8684 |     1.367 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.6515 |   0.02994 |    0.1012 |    0.4113 |
+#> |.....................|    -1.192 |    0.1669 |  -0.06829 |    -1.233 |
+#> |.....................|   -0.3455 |...........|...........|...........|
+#> |   33|     752.12055 |    0.9892 |   -0.9784 |    -1.008 |    -1.016 |
+#> |.....................|   -0.6332 |   -0.9808 |   -0.9187 |   -0.6908 |
+#> |.....................|   -0.7871 |...........|...........|...........|
+#> |    U|     752.12055 |     86.06 |    -3.209 |    -4.608 |   -0.3661 |
+#> |.....................|     4.671 |    0.6312 |    0.8685 |     1.368 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.12055 |     86.06 |   0.04040 |  0.009968 |    0.4095 |
+#> |.....................|     4.671 |    0.6312 |    0.8685 |     1.368 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.998 |   0.02610 |    0.1041 |    0.4159 |
+#> |.....................|    -1.002 |    0.2127 |  -0.06061 |    -1.206 |
+#> |.....................|   -0.3333 |...........|...........|...........|
+#> |   34|     752.11747 |    0.9885 |   -0.9785 |    -1.009 |    -1.018 |
+#> |.....................|   -0.6332 |   -0.9807 |   -0.9185 |   -0.6896 |
+#> |.....................|   -0.7874 |...........|...........|...........|
+#> |    U|     752.11747 |     86.00 |    -3.209 |    -4.609 |   -0.3666 |
+#> |.....................|     4.671 |    0.6312 |    0.8687 |     1.370 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.11747 |     86.00 |   0.04039 |  0.009966 |    0.4094 |
+#> |.....................|     4.671 |    0.6312 |    0.8687 |     1.370 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.5772 |   0.02918 |   0.09258 |    0.4085 |
+#> |.....................|    -1.024 |    0.1535 |  -0.04467 |    -1.159 |
+#> |.....................|   -0.3360 |...........|...........|...........|
+#> |   35|     752.11522 |    0.9892 |   -0.9785 |    -1.009 |    -1.018 |
+#> |.....................|   -0.6319 |   -0.9809 |   -0.9185 |   -0.6881 |
+#> |.....................|   -0.7870 |...........|...........|...........|
+#> |    U|     752.11522 |     86.06 |    -3.209 |    -4.609 |   -0.3668 |
+#> |.....................|     4.674 |    0.6311 |    0.8687 |     1.371 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.11522 |     86.06 |   0.04039 |  0.009965 |    0.4093 |
+#> |.....................|     4.674 |    0.6311 |    0.8687 |     1.371 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.959 |   0.02535 |   0.09612 |    0.4130 |
+#> |.....................|   -0.8451 |    0.1980 |  -0.03883 |    -1.121 |
+#> |.....................|   -0.3219 |...........|...........|...........|
+#> |   36|     752.11234 |    0.9885 |   -0.9786 |    -1.009 |    -1.020 |
+#> |.....................|   -0.6320 |   -0.9808 |   -0.9183 |   -0.6870 |
+#> |.....................|   -0.7872 |...........|...........|...........|
+#> |    U|     752.11234 |     86.00 |    -3.209 |    -4.609 |   -0.3673 |
+#> |.....................|     4.673 |    0.6311 |    0.8689 |     1.373 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    X|     752.11234 |     86.00 |   0.04039 |  0.009964 |    0.4092 |
+#> |.....................|     4.673 |    0.6311 |    0.8689 |     1.373 |
+#> |.....................|     1.065 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.5042 |   0.02791 |   0.08363 |    0.4056 |
+#> |.....................|   -0.8741 |    0.1402 |  -0.02542 |    -1.088 |
+#> |.....................|   -0.3257 |...........|...........|...........|
+#> |   37|     752.11033 |    0.9892 |   -0.9787 |    -1.009 |    -1.020 |
+#> |.....................|   -0.6308 |   -0.9810 |   -0.9182 |   -0.6855 |
+#> |.....................|   -0.7868 |...........|...........|...........|
+#> |    U|     752.11033 |     86.06 |    -3.209 |    -4.609 |   -0.3675 |
+#> |.....................|     4.676 |    0.6310 |    0.8689 |     1.374 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.11033 |     86.06 |   0.04039 |  0.009963 |    0.4091 |
+#> |.....................|     4.676 |    0.6310 |    0.8689 |     1.374 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.874 |   0.02465 |   0.08719 |    0.4100 |
+#> |.....................|   -0.7032 |    0.1835 |  -0.01978 |    -1.047 |
+#> |.....................|   -0.3084 |...........|...........|...........|
+#> |   38|     752.10764 |    0.9885 |   -0.9787 |    -1.009 |    -1.022 |
+#> |.....................|   -0.6309 |   -0.9810 |   -0.9181 |   -0.6844 |
+#> |.....................|   -0.7870 |...........|...........|...........|
+#> |    U|     752.10764 |     86.00 |    -3.209 |    -4.609 |   -0.3681 |
+#> |.....................|     4.676 |    0.6310 |    0.8691 |     1.376 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.10764 |     86.00 |   0.04038 |  0.009962 |    0.4090 |
+#> |.....................|     4.676 |    0.6310 |    0.8691 |     1.376 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.4131 |   0.02699 |   0.07721 |    0.4026 |
+#> |.....................|   -0.7354 |    0.1282 | -0.007503 |    -1.011 |
+#> |.....................|   -0.3125 |...........|...........|...........|
+#> |   39|     752.10572 |    0.9892 |   -0.9788 |    -1.009 |    -1.023 |
+#> |.....................|   -0.6298 |   -0.9812 |   -0.9181 |   -0.6829 |
+#> |.....................|   -0.7865 |...........|...........|...........|
+#> |    U|     752.10572 |     86.06 |    -3.209 |    -4.609 |   -0.3683 |
+#> |.....................|     4.678 |    0.6309 |    0.8691 |     1.377 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.10572 |     86.06 |   0.04038 |  0.009960 |    0.4090 |
+#> |.....................|     4.678 |    0.6309 |    0.8691 |     1.377 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.580 |   0.02411 |   0.07834 |    0.4067 |
+#> |.....................|   -0.5755 |    0.1666 | -0.003596 |   -0.9604 |
+#> |.....................|   -0.2924 |...........|...........|...........|
+#> |   40|     752.10333 |    0.9885 |   -0.9789 |    -1.009 |    -1.024 |
+#> |.....................|   -0.6300 |   -0.9811 |   -0.9179 |   -0.6819 |
+#> |.....................|   -0.7867 |...........|...........|...........|
+#> |    U|     752.10333 |     86.00 |    -3.209 |    -4.609 |   -0.3688 |
+#> |.....................|     4.678 |    0.6309 |    0.8692 |     1.378 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.10333 |     86.00 |   0.04038 |  0.009959 |    0.4088 |
+#> |.....................|     4.678 |    0.6309 |    0.8692 |     1.378 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.3772 |   0.02648 |   0.06875 |    0.3997 |
+#> |.....................|   -0.6082 |    0.1162 |  0.008208 |   -0.9328 |
+#> |.....................|   -0.2962 |...........|...........|...........|
+#> |   41|     752.10169 |    0.9892 |   -0.9789 |    -1.009 |    -1.025 |
+#> |.....................|   -0.6289 |   -0.9813 |   -0.9179 |   -0.6803 |
+#> |.....................|   -0.7862 |...........|...........|...........|
+#> |    U|     752.10169 |     86.06 |    -3.209 |    -4.609 |   -0.3691 |
+#> |.....................|     4.680 |    0.6308 |    0.8692 |     1.380 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.10169 |     86.06 |   0.04038 |  0.009958 |    0.4088 |
+#> |.....................|     4.680 |    0.6308 |    0.8692 |     1.380 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.644 |   0.02338 |   0.07127 |    0.4037 |
+#> |.....................|   -0.4618 |    0.1554 |  0.009391 |   -0.8908 |
+#> |.....................|   -0.2755 |...........|...........|...........|
+#> |   42|     752.09938 |    0.9886 |   -0.9790 |    -1.009 |    -1.027 |
+#> |.....................|   -0.6291 |   -0.9812 |   -0.9178 |   -0.6794 |
+#> |.....................|   -0.7864 |...........|...........|...........|
+#> |    U|     752.09938 |     86.00 |    -3.210 |    -4.609 |   -0.3697 |
+#> |.....................|     4.680 |    0.6308 |    0.8693 |     1.381 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|     752.09938 |     86.00 |   0.04037 |  0.009958 |    0.4086 |
+#> |.....................|     4.680 |    0.6308 |    0.8693 |     1.381 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.2627 |   0.02548 |   0.06256 |    0.3967 |
+#> |.....................|   -0.4955 |    0.1055 |   0.02027 |   -0.8653 |
+#> |.....................|   -0.2789 |...........|...........|...........|
+#> |   43|     752.09757 |    0.9890 |   -0.9791 |    -1.010 |    -1.028 |
+#> |.....................|   -0.6281 |   -0.9814 |   -0.9178 |   -0.6778 |
+#> |.....................|   -0.7859 |...........|...........|...........|
+#> |    U|     752.09757 |     86.05 |    -3.210 |    -4.610 |   -0.3699 |
+#> |.....................|     4.682 |    0.6307 |    0.8693 |     1.383 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    X|     752.09757 |     86.05 |   0.04037 |  0.009956 |    0.4086 |
+#> |.....................|     4.682 |    0.6307 |    0.8693 |     1.383 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    F| Forward Diff. |     2.867 |   0.02296 |   0.06369 |    0.3997 |
+#> |.....................|   -0.3645 |    0.1327 |   0.01894 |   -0.8216 |
+#> |.....................|   -0.2549 |...........|...........|...........|
+#> |   44|     752.09570 |    0.9886 |   -0.9791 |    -1.010 |    -1.030 |
+#> |.....................|   -0.6283 |   -0.9814 |   -0.9177 |   -0.6770 |
+#> |.....................|   -0.7861 |...........|...........|...........|
+#> |    U|      752.0957 |     86.00 |    -3.210 |    -4.610 |   -0.3705 |
+#> |.....................|     4.681 |    0.6307 |    0.8694 |     1.384 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    X|      752.0957 |     86.00 |   0.04037 |  0.009956 |    0.4084 |
+#> |.....................|     4.681 |    0.6307 |    0.8694 |     1.384 |
+#> |.....................|     1.066 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.2846 |   0.02474 |   0.05675 |    0.3935 |
+#> |.....................|   -0.3960 |   0.09353 |   0.02976 |   -0.7961 |
+#> |.....................|   -0.2595 |...........|...........|...........|
+#> |   45|     752.09434 |    0.9891 |   -0.9792 |    -1.010 |    -1.030 |
+#> |.....................|   -0.6275 |   -0.9816 |   -0.9177 |   -0.6754 |
+#> |.....................|   -0.7856 |...........|...........|...........|
+#> |    U|     752.09434 |     86.05 |    -3.210 |    -4.610 |   -0.3708 |
+#> |.....................|     4.683 |    0.6306 |    0.8694 |     1.386 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    X|     752.09434 |     86.05 |   0.04037 |  0.009955 |    0.4083 |
+#> |.....................|     4.683 |    0.6306 |    0.8694 |     1.386 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.348 |   0.02147 |   0.05816 |    0.3967 |
+#> |.....................|   -0.2833 |    0.1286 |   0.02562 |   -0.7529 |
+#> |.....................|   -0.2380 |...........|...........|...........|
+#> |   46|     752.09236 |    0.9886 |   -0.9793 |    -1.010 |    -1.032 |
+#> |.....................|   -0.6277 |   -0.9815 |   -0.9176 |   -0.6746 |
+#> |.....................|   -0.7858 |...........|...........|...........|
+#> |    U|     752.09236 |     86.01 |    -3.210 |    -4.610 |   -0.3715 |
+#> |.....................|     4.683 |    0.6306 |    0.8695 |     1.387 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    X|     752.09236 |     86.01 |   0.04036 |  0.009954 |    0.4082 |
+#> |.....................|     4.683 |    0.6306 |    0.8695 |     1.387 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    F| Forward Diff. |   -0.1856 |   0.02378 |   0.05144 |    0.3902 |
+#> |.....................|   -0.3147 |   0.08386 |   0.03545 |   -0.7433 |
+#> |.....................|   -0.2408 |...........|...........|...........|
+#> |   47|     752.09077 |    0.9890 |   -0.9793 |    -1.010 |    -1.033 |
+#> |.....................|   -0.6269 |   -0.9817 |   -0.9177 |   -0.6729 |
+#> |.....................|   -0.7852 |...........|...........|...........|
+#> |    U|     752.09077 |     86.04 |    -3.210 |    -4.610 |   -0.3717 |
+#> |.....................|     4.684 |    0.6305 |    0.8694 |     1.389 |
 #> |.....................|     1.067 |...........|...........|...........|
-#> |    X|     752.09051 |     86.08 |   0.04030 |  0.009976 |    0.4055 |
-#> |.....................|     4.704 |    0.6355 |    0.8695 |     1.380 |
+#> |    X|     752.09077 |     86.04 |   0.04036 |  0.009953 |    0.4081 |
+#> |.....................|     4.684 |    0.6305 |    0.8694 |     1.389 |
 #> |.....................|     1.067 |...........|...........|...........|
-#> |    F| Forward Diff. |     5.771 |   0.01029 |    0.1542 |    0.3620 |
-#> |.....................|    0.8997 |    0.2873 |   0.01810 |   -0.9019 |
-#> |.....................|   -0.3639 |...........|...........|...........|
-#> |   47|     752.06630 |    0.9944 |   -0.9751 |    -1.045 |    -1.068 |
-#> |.....................|   -0.6300 |   -0.9815 |   -0.9184 |   -0.6573 |
-#> |.....................|   -0.7726 |...........|...........|...........|
-#> |    U|      752.0663 |     86.05 |    -3.212 |    -4.613 |   -0.3878 |
-#> |.....................|     4.692 |    0.6323 |    0.8661 |     1.407 |
+#> |   48|     752.08937 |    0.9892 |   -0.9795 |    -1.010 |    -1.036 |
+#> |.....................|   -0.6267 |   -0.9818 |   -0.9176 |   -0.6714 |
+#> |.....................|   -0.7852 |...........|...........|...........|
+#> |    U|     752.08937 |     86.06 |    -3.210 |    -4.610 |   -0.3725 |
+#> |.....................|     4.685 |    0.6304 |    0.8695 |     1.391 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    X|     752.08937 |     86.06 |   0.04036 |  0.009952 |    0.4079 |
+#> |.....................|     4.685 |    0.6304 |    0.8695 |     1.391 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    F| Forward Diff. |     3.945 |   0.01952 |   0.05064 |    0.3906 |
+#> |.....................|   -0.1866 |    0.1233 |   0.03740 |   -0.6554 |
+#> |.....................|   -0.2138 |...........|...........|...........|
+#> |   49|     752.08593 |    0.9886 |   -0.9796 |    -1.010 |    -1.040 |
+#> |.....................|   -0.6271 |   -0.9817 |   -0.9174 |   -0.6701 |
+#> |.....................|   -0.7856 |...........|...........|...........|
+#> |    U|     752.08593 |     86.01 |    -3.210 |    -4.610 |   -0.3740 |
+#> |.....................|     4.684 |    0.6305 |    0.8697 |     1.392 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    X|     752.08593 |     86.01 |   0.04035 |  0.009951 |    0.4076 |
+#> |.....................|     4.684 |    0.6305 |    0.8697 |     1.392 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    F| Forward Diff. |  -0.04707 |   0.02143 |   0.04311 |    0.3795 |
+#> |.....................|   -0.2514 |   0.07631 |   0.05739 |   -0.6184 |
+#> |.....................|   -0.2313 |...........|...........|...........|
+#> |   50|     752.08243 |    0.9889 |   -0.9798 |    -1.010 |    -1.042 |
+#> |.....................|   -0.6256 |   -0.9821 |   -0.9177 |   -0.6665 |
+#> |.....................|   -0.7842 |...........|...........|...........|
+#> |    U|     752.08243 |     86.03 |    -3.210 |    -4.610 |   -0.3748 |
+#> |.....................|     4.687 |    0.6302 |    0.8694 |     1.396 |
 #> |.....................|     1.068 |...........|...........|...........|
-#> |    X|      752.0663 |     86.05 |   0.04028 |  0.009926 |    0.4043 |
-#> |.....................|     4.692 |    0.6323 |    0.8661 |     1.407 |
+#> |    X|     752.08243 |     86.03 |   0.04034 |  0.009949 |    0.4074 |
+#> |.....................|     4.687 |    0.6302 |    0.8694 |     1.396 |
 #> |.....................|     1.068 |...........|...........|...........|
-#> |    F| Forward Diff. |     3.128 |  0.007908 |  0.004436 |    0.3353 |
-#> |.....................|    0.2209 |    0.1645 |   -0.3029 |   -0.2852 |
-#> |.....................|   -0.2419 |...........|...........|...........|
-#> |   48|     752.06241 |    0.9926 |   -0.9758 |    -1.042 |    -1.095 |
-#> |.....................|   -0.6306 |   -0.9841 |   -0.9113 |   -0.6557 |
-#> |.....................|   -0.7685 |...........|...........|...........|
-#> |    U|     752.06241 |     85.89 |    -3.213 |    -4.609 |   -0.3969 |
-#> |.....................|     4.691 |    0.6304 |    0.8725 |     1.408 |
-#> |.....................|     1.072 |...........|...........|...........|
-#> |    X|     752.06241 |     85.89 |   0.04025 |  0.009958 |    0.4021 |
-#> |.....................|     4.691 |    0.6304 |    0.8725 |     1.408 |
-#> |.....................|     1.072 |...........|...........|...........|
-#> |    F| Forward Diff. |    -8.924 |   0.01284 |    0.1020 |    0.2919 |
-#> |.....................|    0.1011 |  -0.08995 |    0.3194 |   -0.2130 |
-#> |.....................|  -0.05120 |...........|...........|...........|
-#> |   49|     752.04768 |    0.9941 |   -0.9763 |    -1.043 |    -1.124 |
-#> |.....................|   -0.6313 |   -0.9862 |   -0.9116 |   -0.6566 |
-#> |.....................|   -0.7644 |...........|...........|...........|
-#> |    U|     752.04768 |     86.02 |    -3.213 |    -4.611 |   -0.4065 |
-#> |.....................|     4.690 |    0.6289 |    0.8723 |     1.407 |
-#> |.....................|     1.076 |...........|...........|...........|
-#> |    X|     752.04768 |     86.02 |   0.04023 |  0.009946 |    0.3998 |
-#> |.....................|     4.690 |    0.6289 |    0.8723 |     1.407 |
-#> |.....................|     1.076 |...........|...........|...........|
-#> |    F| Forward Diff. |   0.04447 |  0.001311 |    0.1345 |    0.2729 |
-#> |.....................|   0.05334 |  -0.06694 |    0.2984 |   -0.1966 |
-#> |.....................|   0.06514 |...........|...........|...........|
-#> |   50|     752.04768 |    0.9941 |   -0.9763 |    -1.043 |    -1.124 |
-#> |.....................|   -0.6313 |   -0.9862 |   -0.9116 |   -0.6566 |
-#> |.....................|   -0.7644 |...........|...........|...........|
-#> |    U|     752.04768 |     86.02 |    -3.213 |    -4.611 |   -0.4065 |
-#> |.....................|     4.690 |    0.6289 |    0.8723 |     1.407 |
-#> |.....................|     1.076 |...........|...........|...........|
-#> |    X|     752.04768 |     86.02 |   0.04023 |  0.009946 |    0.3998 |
-#> |.....................|     4.690 |    0.6289 |    0.8723 |     1.407 |
-#> |.....................|     1.076 |...........|...........|...........|
+#> |   51|     752.07616 |    0.9895 |   -0.9803 |    -1.011 |    -1.054 |
+#> |.....................|   -0.6231 |   -0.9827 |   -0.9181 |   -0.6582 |
+#> |.....................|   -0.7817 |...........|...........|...........|
+#> |    U|     752.07616 |     86.08 |    -3.211 |    -4.611 |   -0.3786 |
+#> |.....................|     4.693 |    0.6298 |    0.8690 |     1.406 |
+#> |.....................|     1.071 |...........|...........|...........|
+#> |    X|     752.07616 |     86.08 |   0.04032 |  0.009942 |    0.4065 |
+#> |.....................|     4.693 |    0.6298 |    0.8690 |     1.406 |
+#> |.....................|     1.071 |...........|...........|...........|
+#> |    F| Forward Diff. |     5.128 |   0.01286 |   0.03023 |    0.3726 |
+#> |.....................|    0.2708 |   0.07184 |  -0.02487 |   -0.2959 |
+#> |.....................|  -0.03882 |...........|...........|...........|
+#> |   52|     752.06706 |    0.9888 |   -0.9810 |    -1.011 |    -1.073 |
+#> |.....................|   -0.6241 |   -0.9834 |   -0.9174 |   -0.6562 |
+#> |.....................|   -0.7830 |...........|...........|...........|
+#> |    U|     752.06706 |     86.03 |    -3.212 |    -4.611 |   -0.3848 |
+#> |.....................|     4.690 |    0.6293 |    0.8696 |     1.408 |
+#> |.....................|     1.069 |...........|...........|...........|
+#> |    X|     752.06706 |     86.03 |   0.04030 |  0.009938 |    0.4050 |
+#> |.....................|     4.690 |    0.6293 |    0.8696 |     1.408 |
+#> |.....................|     1.069 |...........|...........|...........|
+#> |   53|     752.05726 |    0.9892 |   -0.9821 |    -1.012 |    -1.106 |
+#> |.....................|   -0.6257 |   -0.9847 |   -0.9162 |   -0.6528 |
+#> |.....................|   -0.7853 |...........|...........|...........|
+#> |    U|     752.05726 |     86.06 |    -3.213 |    -4.612 |   -0.3958 |
+#> |.....................|     4.687 |    0.6284 |    0.8707 |     1.412 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |    X|     752.05726 |     86.06 |   0.04025 |  0.009929 |    0.4023 |
+#> |.....................|     4.687 |    0.6284 |    0.8707 |     1.412 |
+#> |.....................|     1.067 |...........|...........|...........|
+#> |   54|     752.04392 |    0.9898 |   -0.9854 |    -1.015 |    -1.200 |
+#> |.....................|   -0.6305 |   -0.9883 |   -0.9128 |   -0.6430 |
+#> |.....................|   -0.7918 |...........|...........|...........|
+#> |    U|     752.04392 |     86.11 |    -3.216 |    -4.615 |   -0.4269 |
+#> |.....................|     4.677 |    0.6259 |    0.8738 |     1.423 |
+#> |.....................|     1.061 |...........|...........|...........|
+#> |    X|     752.04392 |     86.11 |   0.04012 |  0.009906 |    0.3949 |
+#> |.....................|     4.677 |    0.6259 |    0.8738 |     1.423 |
+#> |.....................|     1.061 |...........|...........|...........|
+#> |    F| Forward Diff. |     5.566 |  -0.02004 |   0.02472 |    0.1678 |
+#> |.....................|   -0.6767 | -0.003606 |    0.4773 |   0.08205 |
+#> |.....................|   -0.6933 |...........|...........|...........|
+#> |   55|     752.05860 |    0.9880 |   -0.9900 |    -1.027 |    -1.486 |
+#> |.....................|   -0.6186 |   -0.9338 |   -0.9168 |   -0.6653 |
+#> |.....................|   -0.7443 |...........|...........|...........|
+#> |    U|      752.0586 |     85.96 |    -3.221 |    -4.627 |   -0.5212 |
+#> |.....................|     4.702 |    0.6640 |    0.8702 |     1.398 |
+#> |.....................|     1.107 |...........|...........|...........|
+#> |    X|      752.0586 |     85.96 |   0.03993 |  0.009780 |    0.3726 |
+#> |.....................|     4.702 |    0.6640 |    0.8702 |     1.398 |
+#> |.....................|     1.107 |...........|...........|...........|
+#> |   56|     752.02137 |    0.9885 |   -0.9874 |    -1.020 |    -1.325 |
+#> |.....................|   -0.6252 |   -0.9645 |   -0.9146 |   -0.6528 |
+#> |.....................|   -0.7710 |...........|...........|...........|
+#> |    U|     752.02137 |     86.00 |    -3.218 |    -4.620 |   -0.4681 |
+#> |.....................|     4.688 |    0.6425 |    0.8722 |     1.412 |
+#> |.....................|     1.081 |...........|...........|...........|
+#> |    X|     752.02137 |     86.00 |   0.04004 |  0.009850 |    0.3851 |
+#> |.....................|     4.688 |    0.6425 |    0.8722 |     1.412 |
+#> |.....................|     1.081 |...........|...........|...........|
+#> |    F| Forward Diff. |    -1.728 |  -0.02729 |   0.08518 |   0.04185 |
+#> |.....................|   -0.2367 |    0.4063 |    0.2432 |   0.01436 |
+#> |.....................|  -0.07563 |...........|...........|...........|
+#> |   57|     752.06656 |    0.9886 |   -0.9792 |    -1.053 |    -1.433 |
+#> |.....................|   -0.6165 |    -1.020 |   -0.9133 |   -0.6801 |
+#> |.....................|   -0.7607 |...........|...........|...........|
+#> |    U|     752.06656 |     86.01 |    -3.210 |    -4.653 |   -0.5037 |
+#> |.....................|     4.707 |    0.6037 |    0.8734 |     1.380 |
+#> |.....................|     1.091 |...........|...........|...........|
+#> |    X|     752.06656 |     86.01 |   0.04036 |  0.009533 |    0.3767 |
+#> |.....................|     4.707 |    0.6037 |    0.8734 |     1.380 |
+#> |.....................|     1.091 |...........|...........|...........|
+#> |   58|     752.02137 |    0.9885 |   -0.9874 |    -1.020 |    -1.325 |
+#> |.....................|   -0.6252 |   -0.9645 |   -0.9146 |   -0.6528 |
+#> |.....................|   -0.7710 |...........|...........|...........|
+#> |    U|     752.02137 |     86.00 |    -3.218 |    -4.620 |   -0.4681 |
+#> |.....................|     4.688 |    0.6425 |    0.8722 |     1.412 |
+#> |.....................|     1.081 |...........|...........|...........|
+#> |    X|     752.02137 |     86.00 |   0.04004 |  0.009850 |    0.3851 |
+#> |.....................|     4.688 |    0.6425 |    0.8722 |     1.412 |
+#> |.....................|     1.081 |...........|...........|...........|
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo
f_nlmixr_fomc_sfo_focei_const <- nlmixr(f_mmkin_const["FOMC-SFO", ], est = "focei")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
@@ -1011,776 +1083,1268 @@ obtained by fitting the same model to a list of datasets using |.....................|        o3 |        o4 |        o5 |...........|
-#> |    1|     491.68697 |     1.000 |    -1.000 |   -0.9113 |   -0.8954 |
-#> |.....................|   -0.8491 |   -0.8582 |   -0.8760 |   -0.8739 |
-#> |.....................|   -0.8673 |   -0.8694 |   -0.8683 |...........|
-#> |    U|     491.68697 |     94.21 |    -5.416 |   -0.9966 |   -0.2046 |
-#> |.....................|     2.098 |     1.647 |    0.7612 |    0.8665 |
-#> |.....................|     1.192 |     1.089 |     1.144 |...........|
-#> |    X|     491.68697 |     94.21 |  0.004447 |    0.2696 |    0.8150 |
-#> |.....................|     8.153 |     1.647 |    0.7612 |    0.8665 |
-#> |.....................|     1.192 |     1.089 |     1.144 |...........|
-#> |    G|    Gill Diff. |     19.86 |     1.831 |   -0.1132 |  -0.03447 |
-#> |.....................|   -0.1365 |    -48.08 |     10.28 |     8.952 |
-#> |.....................|    -12.04 |    -8.764 |    -10.61 |...........|
-#> |    2|     1105.9428 |    0.6506 |    -1.032 |   -0.9093 |   -0.8948 |
-#> |.....................|   -0.8467 |  -0.01215 |    -1.057 |    -1.031 |
-#> |.....................|   -0.6554 |   -0.7152 |   -0.6817 |...........|
-#> |    U|     1105.9428 |     61.29 |    -5.448 |   -0.9946 |   -0.2040 |
-#> |.....................|     2.101 |     2.344 |    0.6235 |    0.7300 |
-#> |.....................|     1.445 |     1.256 |     1.357 |...........|
-#> |    X|     1105.9428 |     61.29 |  0.004306 |    0.2700 |    0.8155 |
-#> |.....................|     8.173 |     2.344 |    0.6235 |    0.7300 |
-#> |.....................|     1.445 |     1.256 |     1.357 |...........|
-#> |    3|     499.02505 |    0.9651 |    -1.003 |   -0.9111 |   -0.8953 |
-#> |.....................|   -0.8489 |   -0.7736 |   -0.8941 |   -0.8896 |
-#> |.....................|   -0.8462 |   -0.8540 |   -0.8497 |...........|
-#> |    U|     499.02505 |     90.91 |    -5.419 |   -0.9964 |   -0.2045 |
-#> |.....................|     2.099 |     1.717 |    0.7475 |    0.8529 |
-#> |.....................|     1.217 |     1.105 |     1.165 |...........|
-#> |    X|     499.02505 |     90.91 |  0.004433 |    0.2696 |    0.8150 |
-#> |.....................|     8.155 |     1.717 |    0.7475 |    0.8529 |
-#> |.....................|     1.217 |     1.105 |     1.165 |...........|
-#> |    4|     491.11153 |    0.9924 |    -1.001 |   -0.9112 |   -0.8954 |
-#> |.....................|   -0.8491 |   -0.8397 |   -0.8799 |   -0.8773 |
-#> |.....................|   -0.8627 |   -0.8661 |   -0.8642 |...........|
-#> |    U|     491.11153 |     93.49 |    -5.416 |   -0.9966 |   -0.2046 |
-#> |.....................|     2.098 |     1.663 |    0.7582 |    0.8635 |
-#> |.....................|     1.198 |     1.092 |     1.148 |...........|
-#> |    X|     491.11153 |     93.49 |  0.004444 |    0.2696 |    0.8150 |
-#> |.....................|     8.154 |     1.663 |    0.7582 |    0.8635 |
-#> |.....................|     1.198 |     1.092 |     1.148 |...........|
-#> |    F| Forward Diff. |    -141.0 |     1.761 |   -0.2309 |   -0.1084 |
-#> |.....................|   -0.3671 |    -44.06 |     11.23 |     7.698 |
-#> |.....................|    -11.77 |    -8.480 |    -10.17 |...........|
-#> |    5|     489.72110 |     1.001 |    -1.001 |   -0.9112 |   -0.8954 |
-#> |.....................|   -0.8490 |   -0.8217 |   -0.8840 |   -0.8806 |
-#> |.....................|   -0.8581 |   -0.8627 |   -0.8602 |...........|
-#> |    U|      489.7211 |     94.29 |    -5.417 |   -0.9965 |   -0.2046 |
-#> |.....................|     2.099 |     1.678 |    0.7552 |    0.8607 |
-#> |.....................|     1.203 |     1.096 |     1.153 |...........|
-#> |    X|      489.7211 |     94.29 |  0.004441 |    0.2696 |    0.8150 |
-#> |.....................|     8.154 |     1.678 |    0.7552 |    0.8607 |
-#> |.....................|     1.203 |     1.096 |     1.153 |...........|
-#> |    F| Forward Diff. |     37.99 |     1.786 |  -0.09663 |  -0.03934 |
-#> |.....................|   -0.1210 |    -40.49 |     9.520 |     7.642 |
-#> |.....................|    -11.65 |    -8.313 |    -10.04 |...........|
-#> |    6|     488.87741 |    0.9957 |    -1.002 |   -0.9111 |   -0.8953 |
-#> |.....................|   -0.8490 |   -0.8027 |   -0.8883 |   -0.8842 |
-#> |.....................|   -0.8530 |   -0.8591 |   -0.8558 |...........|
-#> |    U|     488.87741 |     93.80 |    -5.418 |   -0.9965 |   -0.2045 |
-#> |.....................|     2.099 |     1.693 |    0.7519 |    0.8576 |
-#> |.....................|     1.209 |     1.100 |     1.158 |...........|
-#> |    X|     488.87741 |     93.80 |  0.004437 |    0.2696 |    0.8150 |
-#> |.....................|     8.155 |     1.693 |    0.7519 |    0.8576 |
-#> |.....................|     1.209 |     1.100 |     1.158 |...........|
-#> |    F| Forward Diff. |    -68.52 |     1.732 |   -0.1791 |  -0.08434 |
-#> |.....................|   -0.2775 |    -36.72 |     9.505 |     7.234 |
-#> |.....................|    -11.37 |    -8.098 |    -9.790 |...........|
-#> |    7|     487.98842 |     1.002 |    -1.003 |   -0.9111 |   -0.8953 |
-#> |.....................|   -0.8489 |   -0.7841 |   -0.8926 |   -0.8878 |
-#> |.....................|   -0.8478 |   -0.8553 |   -0.8512 |...........|
-#> |    U|     487.98842 |     94.37 |    -5.418 |   -0.9964 |   -0.2045 |
-#> |.....................|     2.099 |     1.708 |    0.7486 |    0.8545 |
-#> |.....................|     1.215 |     1.104 |     1.163 |...........|
-#> |    X|     487.98842 |     94.37 |  0.004434 |    0.2697 |    0.8150 |
-#> |.....................|     8.156 |     1.708 |    0.7486 |    0.8545 |
-#> |.....................|     1.215 |     1.104 |     1.163 |...........|
-#> |    F| Forward Diff. |     53.83 |     1.743 |  -0.07921 |  -0.03701 |
-#> |.....................|  -0.09401 |    -33.22 |     8.823 |     7.101 |
-#> |.....................|    -11.24 |    -7.914 |    -9.621 |...........|
-#> |    8|     487.18834 |    0.9967 |    -1.004 |   -0.9110 |   -0.8953 |
-#> |.....................|   -0.8488 |   -0.7657 |   -0.8973 |   -0.8916 |
-#> |.....................|   -0.8421 |   -0.8512 |   -0.8463 |...........|
-#> |    U|     487.18834 |     93.89 |    -5.419 |   -0.9963 |   -0.2045 |
-#> |.....................|     2.099 |     1.724 |    0.7451 |    0.8512 |
-#> |.....................|     1.222 |     1.108 |     1.169 |...........|
-#> |    X|     487.18834 |     93.89 |  0.004430 |    0.2697 |    0.8151 |
-#> |.....................|     8.156 |     1.724 |    0.7451 |    0.8512 |
-#> |.....................|     1.222 |     1.108 |     1.169 |...........|
-#> |    F| Forward Diff. |    -47.29 |     1.692 |   -0.1608 |  -0.08286 |
-#> |.....................|   -0.2512 |    -29.89 |     8.493 |     6.629 |
-#> |.....................|    -10.92 |    -7.677 |    -9.350 |...........|
-#> |    9|     486.46922 |     1.002 |    -1.005 |   -0.9109 |   -0.8952 |
-#> |.....................|   -0.8487 |   -0.7480 |   -0.9022 |   -0.8958 |
-#> |.....................|   -0.8355 |   -0.8466 |   -0.8406 |...........|
-#> |    U|     486.46922 |     94.36 |    -5.420 |   -0.9963 |   -0.2045 |
-#> |.....................|     2.099 |     1.738 |    0.7413 |    0.8476 |
-#> |.....................|     1.230 |     1.113 |     1.175 |...........|
-#> |    X|     486.46922 |     94.36 |  0.004425 |    0.2697 |    0.8151 |
-#> |.....................|     8.157 |     1.738 |    0.7413 |    0.8476 |
-#> |.....................|     1.230 |     1.113 |     1.175 |...........|
-#> |    F| Forward Diff. |     49.83 |     1.694 |  -0.07480 |  -0.03429 |
-#> |.....................|  -0.09436 |    -26.68 |     8.123 |     6.503 |
-#> |.....................|    -10.68 |    -7.439 |    -9.119 |...........|
-#> |   10|     485.78721 |    0.9968 |    -1.006 |   -0.9109 |   -0.8952 |
-#> |.....................|   -0.8486 |   -0.7319 |   -0.9078 |   -0.9005 |
-#> |.....................|   -0.8277 |   -0.8412 |   -0.8339 |...........|
-#> |    U|     485.78721 |     93.91 |    -5.422 |   -0.9962 |   -0.2044 |
-#> |.....................|     2.099 |     1.752 |    0.7370 |    0.8435 |
-#> |.....................|     1.239 |     1.119 |     1.183 |...........|
-#> |    X|     485.78721 |     93.91 |  0.004420 |    0.2697 |    0.8151 |
-#> |.....................|     8.158 |     1.752 |    0.7370 |    0.8435 |
-#> |.....................|     1.239 |     1.119 |     1.183 |...........|
-#> |    F| Forward Diff. |    -42.45 |     1.646 |   -0.1526 |  -0.07491 |
-#> |.....................|   -0.2510 |    -24.12 |     7.576 |     5.974 |
-#> |.....................|    -10.35 |    -7.128 |    -8.768 |...........|
-#> |   11|     485.17009 |     1.001 |    -1.008 |   -0.9107 |   -0.8952 |
-#> |.....................|   -0.8484 |   -0.7183 |   -0.9141 |   -0.9058 |
-#> |.....................|   -0.8180 |   -0.8347 |   -0.8257 |...........|
-#> |    U|     485.17009 |     94.32 |    -5.423 |   -0.9961 |   -0.2044 |
-#> |.....................|     2.099 |     1.763 |    0.7322 |    0.8389 |
-#> |.....................|     1.251 |     1.126 |     1.192 |...........|
-#> |    X|     485.17009 |     94.32 |  0.004413 |    0.2697 |    0.8152 |
-#> |.....................|     8.160 |     1.763 |    0.7322 |    0.8389 |
-#> |.....................|     1.251 |     1.126 |     1.192 |...........|
-#> |   12|     484.56759 |     1.002 |    -1.010 |   -0.9106 |   -0.8951 |
-#> |.....................|   -0.8481 |   -0.7038 |   -0.9212 |   -0.9119 |
-#> |.....................|   -0.8067 |   -0.8272 |   -0.8163 |...........|
-#> |    U|     484.56759 |     94.37 |    -5.425 |   -0.9959 |   -0.2043 |
-#> |.....................|     2.099 |     1.775 |    0.7268 |    0.8336 |
-#> |.....................|     1.264 |     1.134 |     1.203 |...........|
-#> |    X|     484.56759 |     94.37 |  0.004404 |    0.2697 |    0.8152 |
-#> |.....................|     8.162 |     1.775 |    0.7268 |    0.8336 |
-#> |.....................|     1.264 |     1.134 |     1.203 |...........|
-#> |   13|     483.17982 |     1.003 |    -1.015 |   -0.9102 |   -0.8949 |
-#> |.....................|   -0.8475 |   -0.6634 |   -0.9410 |   -0.9287 |
-#> |.....................|   -0.7754 |   -0.8064 |   -0.7900 |...........|
-#> |    U|     483.17982 |     94.51 |    -5.431 |   -0.9956 |   -0.2042 |
-#> |.....................|     2.100 |     1.808 |    0.7117 |    0.8190 |
-#> |.....................|     1.302 |     1.157 |     1.233 |...........|
-#> |    X|     483.17982 |     94.51 |  0.004381 |    0.2698 |    0.8153 |
-#> |.....................|     8.167 |     1.808 |    0.7117 |    0.8190 |
-#> |.....................|     1.302 |     1.157 |     1.233 |...........|
-#> |    F| Forward Diff. |     68.60 |     1.559 |  0.008498 |  -0.01857 |
-#> |.....................|  -0.01950 |    -13.38 |     5.413 |     4.461 |
-#> |.....................|    -8.084 |    -5.202 |    -6.751 |...........|
-#> |   14|     482.50435 |    0.9937 |    -1.034 |   -0.9105 |   -0.8944 |
-#> |.....................|   -0.8462 |   -0.6947 |   -0.9713 |   -0.9553 |
-#> |.....................|   -0.7043 |   -0.7694 |   -0.7343 |...........|
-#> |    U|     482.50435 |     93.61 |    -5.449 |   -0.9958 |   -0.2036 |
-#> |.....................|     2.101 |     1.782 |    0.6887 |    0.7959 |
-#> |.....................|     1.386 |     1.197 |     1.297 |...........|
-#> |    X|     482.50435 |     93.61 |  0.004300 |    0.2698 |    0.8158 |
-#> |.....................|     8.177 |     1.782 |    0.6887 |    0.7959 |
-#> |.....................|     1.386 |     1.197 |     1.297 |...........|
-#> |    F| Forward Diff. |    -85.62 |     1.442 |   -0.1650 |  -0.08233 |
-#> |.....................|   -0.3434 |    -17.31 |     3.930 |     3.048 |
-#> |.....................|    -4.934 |    -3.045 |    -4.080 |...........|
-#> |   15|     481.97261 |     1.003 |    -1.090 |   -0.9106 |   -0.8929 |
-#> |.....................|   -0.8403 |   -0.7109 |   -0.9936 |   -0.9798 |
-#> |.....................|   -0.6305 |   -0.7595 |   -0.6850 |...........|
-#> |    U|     481.97261 |     94.53 |    -5.505 |   -0.9959 |   -0.2021 |
-#> |.....................|     2.107 |     1.769 |    0.6717 |    0.7747 |
-#> |.....................|     1.474 |     1.208 |     1.353 |...........|
-#> |    X|     481.97261 |     94.53 |  0.004066 |    0.2697 |    0.8170 |
-#> |.....................|     8.226 |     1.769 |    0.6717 |    0.7747 |
-#> |.....................|     1.474 |     1.208 |     1.353 |...........|
-#> |    F| Forward Diff. |     56.89 |     1.274 |    0.1237 |   0.02279 |
-#> |.....................|    0.2367 |    -19.64 |     1.923 |     2.281 |
-#> |.....................|    -1.663 |    -2.419 |    -1.870 |...........|
-#> |   16|     481.06506 |     1.001 |    -1.169 |   -0.9152 |   -0.8919 |
-#> |.....................|   -0.8407 |   -0.6475 |   -0.9528 |   -0.9773 |
-#> |.....................|   -0.6368 |   -0.7786 |   -0.6952 |...........|
-#> |    U|     481.06506 |     94.29 |    -5.585 |    -1.000 |   -0.2011 |
-#> |.....................|     2.107 |     1.821 |    0.7028 |    0.7769 |
-#> |.....................|     1.467 |     1.187 |     1.341 |...........|
-#> |    X|     481.06506 |     94.29 |  0.003755 |    0.2688 |    0.8179 |
-#> |.....................|     8.223 |     1.821 |    0.7028 |    0.7769 |
-#> |.....................|     1.467 |     1.187 |     1.341 |...........|
-#> |    F| Forward Diff. |     24.24 |    0.9898 |   -0.1087 |   0.01886 |
-#> |.....................|    0.1247 |    -10.78 |     3.743 |     2.188 |
-#> |.....................|    -2.085 |    -3.507 |    -2.452 |...........|
-#> |   17|     481.22982 |    0.9921 |    -1.212 |   -0.9099 |   -0.8928 |
-#> |.....................|   -0.8459 |   -0.6315 |    -1.015 |   -0.9814 |
-#> |.....................|   -0.6906 |   -0.7213 |   -0.7106 |...........|
-#> |    U|     481.22982 |     93.46 |    -5.628 |   -0.9952 |   -0.2020 |
-#> |.....................|     2.102 |     1.834 |    0.6553 |    0.7733 |
-#> |.....................|     1.403 |     1.250 |     1.324 |...........|
-#> |    X|     481.22982 |     93.46 |  0.003596 |    0.2699 |    0.8171 |
-#> |.....................|     8.180 |     1.834 |    0.6553 |    0.7733 |
-#> |.....................|     1.403 |     1.250 |     1.324 |...........|
-#> |   18|     481.29798 |    0.9919 |    -1.186 |   -0.9131 |   -0.8922 |
-#> |.....................|   -0.8428 |   -0.6388 |   -0.9780 |   -0.9794 |
-#> |.....................|   -0.6574 |   -0.7554 |   -0.7007 |...........|
-#> |    U|     481.29798 |     93.44 |    -5.602 |   -0.9984 |   -0.2014 |
-#> |.....................|     2.105 |     1.828 |    0.6836 |    0.7751 |
-#> |.....................|     1.442 |     1.213 |     1.335 |...........|
-#> |    X|     481.29798 |     93.44 |  0.003691 |    0.2693 |    0.8176 |
-#> |.....................|     8.206 |     1.828 |    0.6836 |    0.7751 |
-#> |.....................|     1.442 |     1.213 |     1.335 |...........|
-#> |   19|     481.41397 |    0.9918 |    -1.173 |   -0.9147 |   -0.8919 |
-#> |.....................|   -0.8412 |   -0.6424 |   -0.9596 |   -0.9784 |
-#> |.....................|   -0.6408 |   -0.7724 |   -0.6957 |...........|
-#> |    U|     481.41397 |     93.43 |    -5.589 |    -1.000 |   -0.2012 |
-#> |.....................|     2.106 |     1.825 |    0.6976 |    0.7759 |
-#> |.....................|     1.462 |     1.194 |     1.341 |...........|
-#> |    X|     481.41397 |     93.43 |  0.003739 |    0.2689 |    0.8178 |
-#> |.....................|     8.219 |     1.825 |    0.6976 |    0.7759 |
-#> |.....................|     1.462 |     1.194 |     1.341 |...........|
-#> |   20|     481.05031 |    0.9977 |    -1.169 |   -0.9152 |   -0.8919 |
-#> |.....................|   -0.8407 |   -0.6461 |   -0.9533 |   -0.9776 |
-#> |.....................|   -0.6366 |   -0.7782 |   -0.6949 |...........|
-#> |    U|     481.05031 |     93.99 |    -5.585 |    -1.000 |   -0.2011 |
-#> |.....................|     2.107 |     1.822 |    0.7024 |    0.7766 |
-#> |.....................|     1.467 |     1.188 |     1.342 |...........|
-#> |    X|     481.05031 |     93.99 |  0.003754 |    0.2688 |    0.8179 |
-#> |.....................|     8.223 |     1.822 |    0.7024 |    0.7766 |
-#> |.....................|     1.467 |     1.188 |     1.342 |...........|
-#> |    F| Forward Diff. |    -27.42 |    0.9768 |   -0.2107 |  -0.01109 |
-#> |.....................|  -0.02839 |    -10.63 |     3.585 |     2.076 |
-#> |.....................|    -2.082 |    -3.487 |    -2.432 |...........|
-#> |   21|     481.00693 |    0.9997 |    -1.170 |   -0.9150 |   -0.8919 |
-#> |.....................|   -0.8408 |   -0.6450 |   -0.9548 |   -0.9778 |
-#> |.....................|   -0.6377 |   -0.7765 |   -0.6951 |...........|
-#> |    U|     481.00693 |     94.18 |    -5.586 |    -1.000 |   -0.2011 |
-#> |.....................|     2.107 |     1.823 |    0.7012 |    0.7764 |
-#> |.....................|     1.466 |     1.190 |     1.342 |...........|
-#> |    X|     481.00693 |     94.18 |  0.003750 |    0.2689 |    0.8178 |
-#> |.....................|     8.222 |     1.823 |    0.7012 |    0.7764 |
-#> |.....................|     1.466 |     1.190 |     1.342 |...........|
-#> |    F| Forward Diff. |     5.549 |    0.9801 |   -0.1366 |  0.007724 |
-#> |.....................|   0.06864 |    -10.47 |     3.736 |     2.095 |
-#> |.....................|    -2.145 |    -3.386 |    -2.439 |...........|
-#> |   22|     480.97727 |    0.9982 |    -1.171 |   -0.9150 |   -0.8919 |
-#> |.....................|   -0.8408 |   -0.6422 |   -0.9558 |   -0.9784 |
-#> |.....................|   -0.6371 |   -0.7756 |   -0.6944 |...........|
-#> |    U|     480.97727 |     94.04 |    -5.586 |    -1.000 |   -0.2011 |
-#> |.....................|     2.107 |     1.825 |    0.7005 |    0.7760 |
-#> |.....................|     1.466 |     1.191 |     1.342 |...........|
-#> |    X|     480.97727 |     94.04 |  0.003749 |    0.2689 |    0.8178 |
-#> |.....................|     8.222 |     1.825 |    0.7005 |    0.7760 |
-#> |.....................|     1.466 |     1.191 |     1.342 |...........|
-#> |    F| Forward Diff. |    -18.22 |    0.9728 |   -0.1820 | -0.005388 |
-#> |.....................| -0.004679 |    -10.15 |     3.348 |     1.956 |
-#> |.....................|    -2.141 |    -3.348 |    -2.415 |...........|
-#> |   23|     480.94781 |    0.9999 |    -1.172 |   -0.9148 |   -0.8919 |
-#> |.....................|   -0.8410 |   -0.6410 |   -0.9575 |   -0.9785 |
-#> |.....................|   -0.6383 |   -0.7738 |   -0.6946 |...........|
-#> |    U|     480.94781 |     94.20 |    -5.587 |    -1.000 |   -0.2011 |
-#> |.....................|     2.107 |     1.826 |    0.6992 |    0.7758 |
-#> |.....................|     1.465 |     1.193 |     1.342 |...........|
-#> |    X|     480.94781 |     94.20 |  0.003745 |    0.2689 |    0.8178 |
-#> |.....................|     8.220 |     1.826 |    0.6992 |    0.7758 |
-#> |.....................|     1.465 |     1.193 |     1.342 |...........|
-#> |    F| Forward Diff. |     8.568 |    0.9740 |   -0.1199 |  0.009837 |
-#> |.....................|   0.07469 |    -9.926 |     3.371 |    0.7973 |
-#> |.....................|    -2.181 |    -3.230 |    -2.408 |...........|
-#> |   24|     480.92664 |    0.9984 |    -1.173 |   -0.9147 |   -0.8919 |
-#> |.....................|   -0.8411 |   -0.6390 |   -0.9589 |   -0.9778 |
-#> |.....................|   -0.6386 |   -0.7721 |   -0.6942 |...........|
-#> |    U|     480.92664 |     94.06 |    -5.588 |    -1.000 |   -0.2011 |
-#> |.....................|     2.107 |     1.828 |    0.6981 |    0.7765 |
-#> |.....................|     1.465 |     1.195 |     1.343 |...........|
-#> |    X|     480.92664 |     94.06 |  0.003741 |    0.2689 |    0.8178 |
-#> |.....................|     8.219 |     1.828 |    0.6981 |    0.7765 |
-#> |.....................|     1.465 |     1.195 |     1.343 |...........|
-#> |    F| Forward Diff. |    -15.24 |    0.9644 |   -0.1632 | -0.002739 |
-#> |.....................| -0.008738 |    -9.656 |     3.177 |    0.7945 |
-#> |.....................|    -2.140 |    -3.159 |    -2.407 |...........|
-#> |   25|     480.90633 |    0.9999 |    -1.174 |   -0.9146 |   -0.8920 |
-#> |.....................|   -0.8412 |   -0.6376 |   -0.9602 |   -0.9760 |
-#> |.....................|   -0.6390 |   -0.7705 |   -0.6939 |...........|
-#> |    U|     480.90633 |     94.20 |    -5.589 |   -0.9999 |   -0.2012 |
-#> |.....................|     2.106 |     1.829 |    0.6971 |    0.7780 |
-#> |.....................|     1.464 |     1.196 |     1.343 |...........|
-#> |    X|     480.90633 |     94.20 |  0.003737 |    0.2690 |    0.8178 |
-#> |.....................|     8.219 |     1.829 |    0.6971 |    0.7780 |
-#> |.....................|     1.464 |     1.196 |     1.343 |...........|
-#> |    F| Forward Diff. |     8.878 |    0.9654 |   -0.1149 |  0.008298 |
-#> |.....................|   0.06381 |    -9.456 |     3.199 |     2.165 |
-#> |.....................|    -2.158 |    -3.035 |    -2.359 |...........|
-#> |   26|     480.88677 |    0.9984 |    -1.175 |   -0.9145 |   -0.8920 |
-#> |.....................|   -0.8413 |   -0.6358 |   -0.9617 |   -0.9757 |
-#> |.....................|   -0.6395 |   -0.7687 |   -0.6936 |...........|
-#> |    U|     480.88677 |     94.05 |    -5.591 |   -0.9998 |   -0.2012 |
-#> |.....................|     2.106 |     1.831 |    0.6960 |    0.7783 |
-#> |.....................|     1.464 |     1.198 |     1.343 |...........|
-#> |    X|     480.88677 |     94.05 |  0.003733 |    0.2690 |    0.8178 |
-#> |.....................|     8.218 |     1.831 |    0.6960 |    0.7783 |
-#> |.....................|     1.464 |     1.198 |     1.343 |...........|
-#> |    F| Forward Diff. |    -15.55 |    0.9550 |   -0.1566 | -0.004027 |
-#> |.....................|  -0.01529 |    -9.334 |     3.082 |    0.8457 |
-#> |.....................|    -2.216 |    -2.967 |    -2.371 |...........|
-#> |   27|     480.86430 |    0.9998 |    -1.177 |   -0.9143 |   -0.8920 |
-#> |.....................|   -0.8414 |   -0.6346 |   -0.9633 |   -0.9749 |
-#> |.....................|   -0.6404 |   -0.7668 |   -0.6935 |...........|
-#> |    U|      480.8643 |     94.19 |    -5.592 |   -0.9996 |   -0.2012 |
-#> |.....................|     2.106 |     1.832 |    0.6948 |    0.7790 |
-#> |.....................|     1.463 |     1.200 |     1.343 |...........|
-#> |    X|      480.8643 |     94.19 |  0.003727 |    0.2690 |    0.8177 |
-#> |.....................|     8.217 |     1.832 |    0.6948 |    0.7790 |
-#> |.....................|     1.463 |     1.200 |     1.343 |...........|
-#> |    F| Forward Diff. |     6.756 |    0.9537 |   -0.1079 |  0.006011 |
-#> |.....................|   0.04748 |    -9.023 |     3.021 |     2.222 |
-#> |.....................|    -2.227 |    -2.836 |    -2.339 |...........|
-#> |   28|     480.84403 |    0.9982 |    -1.178 |   -0.9142 |   -0.8920 |
-#> |.....................|   -0.8415 |   -0.6324 |   -0.9646 |   -0.9751 |
-#> |.....................|   -0.6405 |   -0.7653 |   -0.6931 |...........|
-#> |    U|     480.84403 |     94.04 |    -5.593 |   -0.9995 |   -0.2012 |
-#> |.....................|     2.106 |     1.833 |    0.6938 |    0.7788 |
-#> |.....................|     1.462 |     1.202 |     1.344 |...........|
-#> |    X|     480.84403 |     94.04 |  0.003723 |    0.2690 |    0.8177 |
-#> |.....................|     8.216 |     1.833 |    0.6938 |    0.7788 |
-#> |.....................|     1.462 |     1.202 |     1.344 |...........|
-#> |    F| Forward Diff. |    -17.74 |    0.9443 |   -0.1486 | -0.005686 |
-#> |.....................|  -0.02964 |    -8.905 |     2.905 |     2.091 |
-#> |.....................|    -2.264 |    -2.753 |    -2.319 |...........|
-#> |   29|     480.81486 |    0.9998 |    -1.179 |   -0.9140 |   -0.8921 |
-#> |.....................|   -0.8417 |   -0.6315 |   -0.9657 |   -0.9770 |
-#> |.....................|   -0.6415 |   -0.7640 |   -0.6932 |...........|
-#> |    U|     480.81486 |     94.18 |    -5.595 |   -0.9993 |   -0.2013 |
-#> |.....................|     2.106 |     1.834 |    0.6930 |    0.7772 |
-#> |.....................|     1.461 |     1.203 |     1.344 |...........|
-#> |    X|     480.81486 |     94.18 |  0.003718 |    0.2691 |    0.8177 |
-#> |.....................|     8.215 |     1.834 |    0.6930 |    0.7772 |
-#> |.....................|     1.461 |     1.203 |     1.344 |...........|
-#> |    F| Forward Diff. |     6.172 |    0.9439 |  -0.09077 |  0.005496 |
-#> |.....................|   0.04002 |    -8.557 |     3.060 |    0.8688 |
-#> |.....................|    -2.237 |    -2.681 |    -2.329 |...........|
-#> |   30|     480.79675 |    0.9982 |    -1.180 |   -0.9139 |   -0.8921 |
-#> |.....................|   -0.8418 |   -0.6292 |   -0.9672 |   -0.9770 |
-#> |.....................|   -0.6415 |   -0.7628 |   -0.6927 |...........|
-#> |    U|     480.79675 |     94.04 |    -5.596 |   -0.9992 |   -0.2013 |
-#> |.....................|     2.106 |     1.836 |    0.6918 |    0.7772 |
-#> |.....................|     1.461 |     1.205 |     1.344 |...........|
-#> |    X|     480.79675 |     94.04 |  0.003714 |    0.2691 |    0.8177 |
-#> |.....................|     8.214 |     1.836 |    0.6918 |    0.7772 |
-#> |.....................|     1.461 |     1.205 |     1.344 |...........|
-#> |    F| Forward Diff. |    -18.05 |    0.9344 |   -0.1333 | -0.006636 |
-#> |.....................|  -0.03697 |    -8.406 |     2.763 |    0.7695 |
-#> |.....................|    -2.291 |    -2.623 |    -2.307 |...........|
-#> |   31|     480.77804 |    0.9997 |    -1.182 |   -0.9138 |   -0.8921 |
-#> |.....................|   -0.8419 |   -0.6281 |   -0.9686 |   -0.9750 |
-#> |.....................|   -0.6417 |   -0.7615 |   -0.6923 |...........|
-#> |    U|     480.77804 |     94.18 |    -5.597 |   -0.9991 |   -0.2013 |
-#> |.....................|     2.106 |     1.837 |    0.6907 |    0.7789 |
-#> |.....................|     1.461 |     1.206 |     1.345 |...........|
-#> |    X|     480.77804 |     94.18 |  0.003708 |    0.2691 |    0.8176 |
-#> |.....................|     8.213 |     1.837 |    0.6907 |    0.7789 |
-#> |.....................|     1.461 |     1.206 |     1.345 |...........|
-#> |    F| Forward Diff. |     5.466 |    0.9331 |  -0.08875 |  0.003744 |
-#> |.....................|   0.02543 |    -8.171 |     2.670 |     2.155 |
-#> |.....................|    -2.279 |    -2.534 |    -2.278 |...........|
-#> |   32|     480.75892 |    0.9982 |    -1.183 |   -0.9137 |   -0.8921 |
-#> |.....................|   -0.8419 |   -0.6258 |   -0.9698 |   -0.9756 |
-#> |.....................|   -0.6414 |   -0.7603 |   -0.6917 |...........|
-#> |    U|     480.75892 |     94.03 |    -5.598 |   -0.9991 |   -0.2014 |
-#> |.....................|     2.106 |     1.839 |    0.6899 |    0.7784 |
-#> |.....................|     1.461 |     1.207 |     1.346 |...........|
-#> |    X|     480.75892 |     94.03 |  0.003704 |    0.2691 |    0.8176 |
-#> |.....................|     8.212 |     1.839 |    0.6899 |    0.7784 |
-#> |.....................|     1.461 |     1.207 |     1.346 |...........|
-#> |    F| Forward Diff. |    -18.29 |    0.9240 |   -0.1279 | -0.008301 |
-#> |.....................|  -0.04619 |    -7.961 |     2.584 |    0.8229 |
-#> |.....................|    -2.311 |    -2.476 |    -2.253 |...........|
-#> |   33|     480.73432 |    0.9997 |    -1.185 |   -0.9136 |   -0.8922 |
-#> |.....................|   -0.8421 |   -0.6250 |   -0.9708 |   -0.9758 |
-#> |.....................|   -0.6420 |   -0.7587 |   -0.6914 |...........|
-#> |    U|     480.73432 |     94.18 |    -5.601 |   -0.9989 |   -0.2014 |
-#> |.....................|     2.105 |     1.840 |    0.6891 |    0.7782 |
-#> |.....................|     1.461 |     1.209 |     1.346 |...........|
-#> |    X|     480.73432 |     94.18 |  0.003695 |    0.2692 |    0.8176 |
-#> |.....................|     8.211 |     1.840 |    0.6891 |    0.7782 |
-#> |.....................|     1.461 |     1.209 |     1.346 |...........|
-#> |    F| Forward Diff. |     5.056 |    0.9202 |  -0.07575 |  0.002374 |
-#> |.....................|   0.02179 |    -7.789 |     2.502 |     2.101 |
-#> |.....................|    -2.273 |    -2.370 |    -2.217 |...........|
-#> |   34|     480.71449 |    0.9983 |    -1.187 |   -0.9135 |   -0.8922 |
-#> |.....................|   -0.8422 |   -0.6227 |   -0.9719 |   -0.9765 |
-#> |.....................|   -0.6416 |   -0.7575 |   -0.6908 |...........|
-#> |    U|     480.71449 |     94.05 |    -5.602 |   -0.9988 |   -0.2014 |
-#> |.....................|     2.105 |     1.841 |    0.6883 |    0.7776 |
-#> |.....................|     1.461 |     1.210 |     1.347 |...........|
-#> |    X|     480.71449 |     94.05 |  0.003690 |    0.2692 |    0.8175 |
-#> |.....................|     8.210 |     1.841 |    0.6883 |    0.7776 |
-#> |.....................|     1.461 |     1.210 |     1.347 |...........|
-#> |    F| Forward Diff. |    -16.10 |    0.9104 |   -0.1099 | -0.008208 |
-#> |.....................|  -0.04557 |    -7.571 |     2.606 |     1.992 |
-#> |.....................|    -2.295 |    -2.312 |    -2.196 |...........|
-#> |   35|     480.68777 |    0.9997 |    -1.189 |   -0.9134 |   -0.8923 |
-#> |.....................|   -0.8423 |   -0.6220 |   -0.9726 |   -0.9789 |
-#> |.....................|   -0.6421 |   -0.7569 |   -0.6908 |...........|
-#> |    U|     480.68777 |     94.18 |    -5.604 |   -0.9987 |   -0.2015 |
-#> |.....................|     2.105 |     1.842 |    0.6877 |    0.7755 |
-#> |.....................|     1.461 |     1.211 |     1.347 |...........|
-#> |    X|     480.68777 |     94.18 |  0.003683 |    0.2692 |    0.8175 |
-#> |.....................|     8.209 |     1.842 |    0.6877 |    0.7755 |
-#> |.....................|     1.461 |     1.211 |     1.347 |...........|
-#> |    F| Forward Diff. |     4.858 |    0.9091 |  -0.06076 |  0.001972 |
-#> |.....................|   0.01464 |    -7.318 |     2.391 |    0.7174 |
-#> |.....................|    -2.245 |    -2.255 |    -2.188 |...........|
-#> |   36|     480.67297 |    0.9982 |    -1.190 |   -0.9134 |   -0.8923 |
-#> |.....................|   -0.8424 |   -0.6196 |   -0.9738 |   -0.9789 |
-#> |.....................|   -0.6415 |   -0.7559 |   -0.6900 |...........|
-#> |    U|     480.67297 |     94.03 |    -5.605 |   -0.9987 |   -0.2015 |
-#> |.....................|     2.105 |     1.844 |    0.6868 |    0.7755 |
-#> |.....................|     1.461 |     1.212 |     1.348 |...........|
-#> |    X|     480.67297 |     94.03 |  0.003678 |    0.2692 |    0.8175 |
-#> |.....................|     8.209 |     1.844 |    0.6868 |    0.7755 |
-#> |.....................|     1.461 |     1.212 |     1.348 |...........|
-#> |    F| Forward Diff. |    -18.29 |    0.8994 |   -0.1037 |  -0.01039 |
-#> |.....................|  -0.05604 |    -7.086 |     2.324 |    0.6431 |
-#> |.....................|    -2.272 |    -2.229 |    -2.170 |...........|
-#> |   37|     480.65610 |    0.9996 |    -1.192 |   -0.9134 |   -0.8923 |
-#> |.....................|   -0.8424 |   -0.6187 |   -0.9745 |   -0.9768 |
-#> |.....................|   -0.6410 |   -0.7549 |   -0.6892 |...........|
-#> |    U|      480.6561 |     94.17 |    -5.607 |   -0.9987 |   -0.2015 |
-#> |.....................|     2.105 |     1.845 |    0.6862 |    0.7773 |
-#> |.....................|     1.462 |     1.213 |     1.348 |...........|
-#> |    X|      480.6561 |     94.17 |  0.003671 |    0.2692 |    0.8175 |
-#> |.....................|     8.208 |     1.845 |    0.6862 |    0.7773 |
-#> |.....................|     1.462 |     1.213 |     1.348 |...........|
-#> |    F| Forward Diff. |     3.523 |    0.8967 |  -0.06519 |-0.0005238 |
-#> |.....................|  0.007306 |    -6.938 |     2.250 |    0.8205 |
-#> |.....................|    -2.209 |    -2.143 |    -2.109 |...........|
-#> |   38|     480.63930 |    0.9982 |    -1.192 |   -0.9133 |   -0.8923 |
-#> |.....................|   -0.8425 |   -0.6159 |   -0.9754 |   -0.9772 |
-#> |.....................|   -0.6401 |   -0.7540 |   -0.6884 |...........|
-#> |    U|      480.6393 |     94.04 |    -5.608 |   -0.9987 |   -0.2015 |
-#> |.....................|     2.105 |     1.847 |    0.6856 |    0.7770 |
-#> |.....................|     1.463 |     1.214 |     1.349 |...........|
-#> |    X|      480.6393 |     94.04 |  0.003670 |    0.2692 |    0.8175 |
-#> |.....................|     8.208 |     1.847 |    0.6856 |    0.7770 |
-#> |.....................|     1.463 |     1.214 |     1.349 |...........|
-#> |    F| Forward Diff. |    -17.45 |    0.8903 |   -0.1044 |  -0.01155 |
-#> |.....................|  -0.05881 |    -6.641 |     2.195 |     1.966 |
-#> |.....................|    -2.207 |    -2.119 |    -2.090 |...........|
-#> |   39|     480.61554 |    0.9996 |    -1.195 |   -0.9133 |   -0.8924 |
-#> |.....................|   -0.8426 |   -0.6153 |   -0.9757 |   -0.9778 |
-#> |.....................|   -0.6400 |   -0.7531 |   -0.6877 |...........|
-#> |    U|     480.61554 |     94.16 |    -5.611 |   -0.9986 |   -0.2016 |
-#> |.....................|     2.105 |     1.848 |    0.6853 |    0.7765 |
-#> |.....................|     1.463 |     1.215 |     1.350 |...........|
-#> |    X|     480.61554 |     94.16 |  0.003659 |    0.2692 |    0.8174 |
-#> |.....................|     8.207 |     1.848 |    0.6853 |    0.7765 |
-#> |.....................|     1.463 |     1.215 |     1.350 |...........|
-#> |    F| Forward Diff. |     2.395 |    0.8850 |  -0.05988 | -0.001937 |
-#> |.....................| 0.0008548 |    -6.531 |     2.145 |    0.7341 |
-#> |.....................|    -2.178 |    -2.045 |    -2.040 |...........|
-#> |   40|     480.59501 |    0.9985 |    -1.195 |   -0.9132 |   -0.8924 |
-#> |.....................|   -0.8426 |   -0.6124 |   -0.9766 |   -0.9781 |
-#> |.....................|   -0.6390 |   -0.7522 |   -0.6868 |...........|
-#> |    U|     480.59501 |     94.06 |    -5.611 |   -0.9986 |   -0.2016 |
-#> |.....................|     2.105 |     1.850 |    0.6846 |    0.7762 |
-#> |.....................|     1.464 |     1.216 |     1.351 |...........|
-#> |    X|     480.59501 |     94.06 |  0.003658 |    0.2692 |    0.8174 |
-#> |.....................|     8.207 |     1.850 |    0.6846 |    0.7762 |
-#> |.....................|     1.464 |     1.216 |     1.351 |...........|
-#> |    F| Forward Diff. |    -13.20 |    0.8797 |  -0.08878 |  -0.01245 |
-#> |.....................|  -0.05202 |    -6.149 |     2.097 |     1.936 |
-#> |.....................|    -2.128 |    -2.007 |    -2.021 |...........|
-#> |   41|     480.57374 |    0.9995 |    -1.198 |   -0.9132 |   -0.8924 |
-#> |.....................|   -0.8426 |   -0.6117 |   -0.9768 |   -0.9794 |
-#> |.....................|   -0.6387 |   -0.7515 |   -0.6862 |...........|
-#> |    U|     480.57374 |     94.16 |    -5.614 |   -0.9986 |   -0.2016 |
-#> |.....................|     2.105 |     1.851 |    0.6845 |    0.7751 |
-#> |.....................|     1.464 |     1.217 |     1.352 |...........|
-#> |    X|     480.57374 |     94.16 |  0.003647 |    0.2692 |    0.8174 |
-#> |.....................|     8.207 |     1.851 |    0.6845 |    0.7751 |
-#> |.....................|     1.464 |     1.217 |     1.352 |...........|
-#> |   42|     480.55656 |    0.9993 |    -1.203 |   -0.9133 |   -0.8924 |
-#> |.....................|   -0.8427 |   -0.6115 |   -0.9767 |   -0.9815 |
-#> |.....................|   -0.6386 |   -0.7506 |   -0.6853 |...........|
-#> |    U|     480.55656 |     94.14 |    -5.619 |   -0.9986 |   -0.2016 |
-#> |.....................|     2.105 |     1.851 |    0.6846 |    0.7733 |
-#> |.....................|     1.465 |     1.218 |     1.353 |...........|
-#> |    X|     480.55656 |     94.14 |  0.003629 |    0.2692 |    0.8174 |
-#> |.....................|     8.206 |     1.851 |    0.6846 |    0.7733 |
-#> |.....................|     1.465 |     1.218 |     1.353 |...........|
-#> |   43|     480.48642 |    0.9984 |    -1.228 |   -0.9134 |   -0.8925 |
-#> |.....................|   -0.8432 |   -0.6102 |   -0.9761 |   -0.9914 |
-#> |.....................|   -0.6380 |   -0.7463 |   -0.6812 |...........|
-#> |    U|     480.48642 |     94.05 |    -5.643 |   -0.9987 |   -0.2017 |
-#> |.....................|     2.104 |     1.852 |    0.6850 |    0.7647 |
-#> |.....................|     1.465 |     1.223 |     1.357 |...........|
-#> |    X|     480.48642 |     94.05 |  0.003541 |    0.2692 |    0.8174 |
-#> |.....................|     8.202 |     1.852 |    0.6850 |    0.7647 |
-#> |.....................|     1.465 |     1.223 |     1.357 |...........|
-#> |   44|     480.43193 |    0.9946 |    -1.325 |   -0.9138 |   -0.8928 |
-#> |.....................|   -0.8452 |   -0.6054 |   -0.9741 |    -1.031 |
-#> |.....................|   -0.6354 |   -0.7292 |   -0.6649 |...........|
-#> |    U|     480.43193 |     93.70 |    -5.741 |   -0.9991 |   -0.2020 |
-#> |.....................|     2.102 |     1.856 |    0.6866 |    0.7303 |
-#> |.....................|     1.469 |     1.241 |     1.376 |...........|
-#> |    X|     480.43193 |     93.70 |  0.003212 |    0.2691 |    0.8171 |
-#> |.....................|     8.185 |     1.856 |    0.6866 |    0.7303 |
-#> |.....................|     1.469 |     1.241 |     1.376 |...........|
-#> |    F| Forward Diff. |    -73.68 |    0.5532 |  -0.05170 |  -0.03792 |
-#> |.....................|   -0.2632 |    -4.949 |     2.751 |    -2.063 |
-#> |.....................|    -2.027 |   -0.5538 |    -1.006 |...........|
-#> |   45|     480.12037 |    0.9986 |    -1.465 |   -0.9157 |   -0.8935 |
-#> |.....................|   -0.8478 |   -0.6011 |   -0.9922 |    -1.022 |
-#> |.....................|   -0.6184 |   -0.7143 |   -0.6451 |...........|
-#> |    U|     480.12037 |     94.07 |    -5.880 |    -1.001 |   -0.2027 |
-#> |.....................|     2.100 |     1.859 |    0.6728 |    0.7378 |
-#> |.....................|     1.489 |     1.257 |     1.399 |...........|
-#> |    X|     480.12037 |     94.07 |  0.002795 |    0.2687 |    0.8166 |
-#> |.....................|     8.164 |     1.859 |    0.6728 |    0.7378 |
-#> |.....................|     1.489 |     1.257 |     1.399 |...........|
-#> |    F| Forward Diff. |    -14.31 |    0.1919 | -0.006458 | -0.005637 |
-#> |.....................|   -0.1500 |    -5.088 |    0.6605 |   -0.1467 |
-#> |.....................|    -1.672 |   0.02074 |   -0.4009 |...........|
-#> |   46|     480.21684 |    0.9998 |    -1.532 |   -0.9143 |   -0.8951 |
-#> |.....................|   -0.8360 |   -0.5884 |   -0.9862 |    -1.032 |
-#> |.....................|   -0.5071 |   -0.7680 |   -0.6684 |...........|
-#> |    U|     480.21684 |     94.19 |    -5.947 |   -0.9996 |   -0.2043 |
-#> |.....................|     2.112 |     1.870 |    0.6773 |    0.7298 |
-#> |.....................|     1.621 |     1.199 |     1.372 |...........|
-#> |    X|     480.21684 |     94.19 |  0.002613 |    0.2690 |    0.8152 |
-#> |.....................|     8.261 |     1.870 |    0.6773 |    0.7298 |
-#> |.....................|     1.621 |     1.199 |     1.372 |...........|
-#> |   47|     480.06028 |     1.000 |    -1.489 |   -0.9152 |   -0.8941 |
-#> |.....................|   -0.8435 |   -0.5961 |   -0.9901 |    -1.026 |
-#> |.....................|   -0.5774 |   -0.7340 |   -0.6536 |...........|
-#> |    U|     480.06028 |     94.21 |    -5.905 |    -1.000 |   -0.2033 |
-#> |.....................|     2.104 |     1.863 |    0.6744 |    0.7349 |
-#> |.....................|     1.538 |     1.236 |     1.389 |...........|
-#> |    X|     480.06028 |     94.21 |  0.002726 |    0.2688 |    0.8161 |
-#> |.....................|     8.200 |     1.863 |    0.6744 |    0.7349 |
-#> |.....................|     1.538 |     1.236 |     1.389 |...........|
-#> |    F| Forward Diff. |     6.437 |    0.1507 |   0.07551 | -0.008836 |
-#> |.....................|   0.08632 |    -3.858 |    0.8547 |    0.1963 |
-#> |.....................|    0.4591 |   -0.8475 |   -0.5830 |...........|
-#> |   48|     480.03665 |    0.9987 |    -1.532 |   -0.9229 |   -0.8934 |
-#> |.....................|   -0.8415 |   -0.5884 |    -1.015 |    -1.029 |
-#> |.....................|   -0.5816 |   -0.7442 |   -0.6445 |...........|
-#> |    U|     480.03665 |     94.09 |    -5.948 |    -1.008 |   -0.2026 |
-#> |.....................|     2.106 |     1.870 |    0.6552 |    0.7323 |
-#> |.....................|     1.533 |     1.225 |     1.399 |...........|
-#> |    X|     480.03665 |     94.09 |  0.002612 |    0.2673 |    0.8166 |
-#> |.....................|     8.216 |     1.870 |    0.6552 |    0.7323 |
-#> |.....................|     1.533 |     1.225 |     1.399 |...........|
-#> |    F| Forward Diff. |    -11.33 |   0.04720 |   -0.3576 | -0.009993 |
-#> |.....................|   0.09366 |    -3.049 |   -0.8552 |     2.379 |
-#> |.....................|   0.07272 |    -1.673 |   -0.4189 |...........|
-#> |   49|     480.00388 |    0.9997 |    -1.574 |   -0.9191 |   -0.8927 |
-#> |.....................|   -0.8426 |   -0.5789 |    -1.009 |    -1.024 |
-#> |.....................|   -0.5828 |   -0.7165 |   -0.6339 |...........|
-#> |    U|     480.00388 |     94.18 |    -5.990 |    -1.004 |   -0.2019 |
-#> |.....................|     2.105 |     1.878 |    0.6600 |    0.7361 |
-#> |.....................|     1.531 |     1.255 |     1.412 |...........|
-#> |    X|     480.00388 |     94.18 |  0.002504 |    0.2681 |    0.8172 |
-#> |.....................|     8.207 |     1.878 |    0.6600 |    0.7361 |
-#> |.....................|     1.531 |     1.255 |     1.412 |...........|
-#> |    F| Forward Diff. |     1.604 |  -0.07853 |   -0.1199 |   0.02191 |
-#> |.....................|    0.1056 |    -1.650 |   -0.4080 |    0.6580 |
-#> |.....................|    0.2834 |    0.2201 |    0.3460 |...........|
-#> |   50|     480.03472 |     1.000 |    -1.551 |   -0.8873 |   -0.8972 |
-#> |.....................|   -0.8660 |   -0.5703 |    -1.019 |    -1.030 |
-#> |.....................|   -0.5914 |   -0.7201 |   -0.6545 |...........|
-#> |    U|     480.03472 |     94.21 |    -5.967 |   -0.9727 |   -0.2064 |
-#> |.....................|     2.082 |     1.885 |    0.6528 |    0.7314 |
-#> |.....................|     1.521 |     1.251 |     1.388 |...........|
-#> |    X|     480.03472 |     94.21 |  0.002563 |    0.2743 |    0.8135 |
-#> |.....................|     8.017 |     1.885 |    0.6528 |    0.7314 |
-#> |.....................|     1.521 |     1.251 |     1.388 |...........|
-#> |   51|     480.00362 |    0.9987 |    -1.569 |   -0.9113 |   -0.8938 |
-#> |.....................|   -0.8484 |   -0.5757 |    -1.011 |    -1.026 |
-#> |.....................|   -0.5851 |   -0.7175 |   -0.6392 |...........|
-#> |    U|     480.00362 |     94.09 |    -5.984 |   -0.9966 |   -0.2030 |
-#> |.....................|     2.099 |     1.880 |    0.6585 |    0.7346 |
-#> |.....................|     1.528 |     1.254 |     1.406 |...........|
-#> |    X|     480.00362 |     94.09 |  0.002519 |    0.2696 |    0.8163 |
-#> |.....................|     8.160 |     1.880 |    0.6585 |    0.7346 |
-#> |.....................|     1.528 |     1.254 |     1.406 |...........|
-#> |    F| Forward Diff. |    -11.27 |  -0.06004 |    0.2734 | -0.003181 |
-#> |.....................|   -0.1459 |    -1.804 |   -0.6958 |    0.2356 |
-#> |.....................|  -0.08489 |   -0.1057 |   -0.1437 |...........|
-#> |   52|     479.99564 |     1.000 |    -1.563 |   -0.9133 |   -0.8943 |
-#> |.....................|   -0.8490 |   -0.5744 |    -1.010 |    -1.027 |
-#> |.....................|   -0.5870 |   -0.7192 |   -0.6381 |...........|
-#> |    U|     479.99564 |     94.21 |    -5.979 |   -0.9986 |   -0.2035 |
-#> |.....................|     2.099 |     1.881 |    0.6592 |    0.7342 |
-#> |.....................|     1.526 |     1.252 |     1.407 |...........|
-#> |    X|     479.99564 |     94.21 |  0.002532 |    0.2692 |    0.8159 |
-#> |.....................|     8.155 |     1.881 |    0.6592 |    0.7342 |
-#> |.....................|     1.526 |     1.252 |     1.407 |...........|
-#> |    F| Forward Diff. |     5.442 |  -0.04353 |    0.2015 | -0.005586 |
-#> |.....................|   -0.1078 |    -1.130 |   -0.4765 |   -0.6210 |
-#> |.....................|   0.09560 |   0.04932 |    0.1423 |...........|
-#> |   53|     479.99256 |    0.9995 |    -1.560 |   -0.9178 |   -0.8945 |
-#> |.....................|   -0.8473 |   -0.5732 |    -1.008 |    -1.026 |
-#> |.....................|   -0.5881 |   -0.7196 |   -0.6366 |...........|
-#> |    U|     479.99256 |     94.16 |    -5.975 |    -1.003 |   -0.2037 |
-#> |.....................|     2.100 |     1.882 |    0.6609 |    0.7344 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99256 |     94.16 |  0.002541 |    0.2683 |    0.8157 |
-#> |.....................|     8.169 |     1.882 |    0.6609 |    0.7344 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    F| Forward Diff. |    -1.663 |  -0.03616 |  -0.04918 |  -0.01811 |
-#> |.....................|  -0.07323 |    -1.616 |   -0.5475 |   -0.9126 |
-#> |.....................|   -0.2713 |   -0.2260 |  -0.04317 |...........|
-#> |   54|     479.99337 |    0.9995 |    -1.558 |   -0.9178 |   -0.8940 |
-#> |.....................|   -0.8453 |   -0.5718 |    -1.004 |    -1.025 |
-#> |.....................|   -0.5887 |   -0.7198 |   -0.6325 |...........|
-#> |    U|     479.99337 |     94.16 |    -5.974 |    -1.003 |   -0.2032 |
-#> |.....................|     2.102 |     1.883 |    0.6641 |    0.7358 |
-#> |.....................|     1.524 |     1.251 |     1.413 |...........|
-#> |    X|     479.99337 |     94.16 |  0.002545 |    0.2683 |    0.8161 |
-#> |.....................|     8.185 |     1.883 |    0.6641 |    0.7358 |
-#> |.....................|     1.524 |     1.251 |     1.413 |...........|
-#> |   55|     479.99257 |    0.9996 |    -1.559 |   -0.9178 |   -0.8942 |
-#> |.....................|   -0.8464 |   -0.5725 |    -1.006 |    -1.026 |
-#> |.....................|   -0.5884 |   -0.7197 |   -0.6348 |...........|
-#> |    U|     479.99257 |     94.17 |    -5.975 |    -1.003 |   -0.2035 |
-#> |.....................|     2.101 |     1.883 |    0.6623 |    0.7351 |
-#> |.....................|     1.525 |     1.252 |     1.411 |...........|
-#> |    X|     479.99257 |     94.17 |  0.002543 |    0.2683 |    0.8159 |
-#> |.....................|     8.175 |     1.883 |    0.6623 |    0.7351 |
-#> |.....................|     1.525 |     1.252 |     1.411 |...........|
-#> |   56|     479.99255 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99255 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99255 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    C| Central Diff. |     1.014 |  -0.03924 |  -0.07311 |  -0.03520 |
-#> |.....................|  -0.07193 |    -1.047 |   -0.3482 |   -0.6653 |
-#> |.....................| -0.001386 |  0.002313 |  -0.01832 |...........|
-#> |   57|     479.99382 |    0.9993 |    -1.559 |   -0.9177 |   -0.8943 |
-#> |.....................|   -0.8469 |   -0.5723 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99382 |     94.14 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6617 |    0.7350 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99382 |     94.14 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6617 |    0.7350 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   58|     479.99260 |    0.9996 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5726 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|      479.9926 |     94.17 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|      479.9926 |     94.17 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   59|     479.99255 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99255 |     94.17 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99255 |     94.17 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   60|     479.99254 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99254 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99254 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    C| Central Diff. |    0.7083 |  -0.03937 |  -0.07377 |  -0.03537 |
-#> |.....................|  -0.07427 |    -1.038 |   -0.3482 |   -0.6698 |
-#> |.....................| -0.009774 |   0.01032 |  -0.01719 |...........|
-#> |   61|     479.99255 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99255 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99255 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   62|     479.99264 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99264 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99264 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   63|     479.99259 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99259 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99259 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   64|     479.99259 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99259 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99259 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   65|     479.99259 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99259 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99259 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   66|     479.99259 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99259 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99259 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   67|     479.99259 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99259 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99259 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   68|     479.99259 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99259 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99259 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   69|     479.99258 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99258 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99258 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   70|     479.99258 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99258 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99258 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |   71|     479.99258 |    0.9997 |    -1.559 |   -0.9178 |   -0.8944 |
-#> |.....................|   -0.8469 |   -0.5727 |    -1.007 |    -1.026 |
-#> |.....................|   -0.5882 |   -0.7196 |   -0.6358 |...........|
-#> |    U|     479.99258 |     94.18 |    -5.975 |    -1.003 |   -0.2036 |
-#> |.....................|     2.101 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
-#> |    X|     479.99258 |     94.18 |  0.002542 |    0.2683 |    0.8158 |
-#> |.....................|     8.172 |     1.883 |    0.6616 |    0.7348 |
-#> |.....................|     1.525 |     1.252 |     1.409 |...........|
+#> |    1|     494.78160 |     1.000 |    -1.000 |   -0.9115 |   -0.8954 |
+#> |.....................|   -0.8491 |   -0.8592 |   -0.8761 |   -0.8740 |
+#> |.....................|   -0.8674 |   -0.8694 |   -0.8683 |...........|
+#> |    U|      494.7816 |     94.00 |    -5.400 |    -1.000 |   -0.2000 |
+#> |.....................|     2.100 |     1.600 |    0.7598 |    0.8633 |
+#> |.....................|     1.189 |     1.089 |     1.146 |...........|
+#> |    X|      494.7816 |     94.00 |  0.004517 |    0.2689 |    0.8187 |
+#> |.....................|     8.166 |     1.600 |    0.7598 |    0.8633 |
+#> |.....................|     1.189 |     1.089 |     1.146 |...........|
+#> |    G|    Gill Diff. |    -28.01 |     1.933 |   -0.2086 |   0.01492 |
+#> |.....................|   -0.1687 |    -59.79 |     10.74 |     9.966 |
+#> |.....................|    -11.82 |    -8.862 |    -10.52 |...........|
+#> |    2|     1353.4477 |     1.400 |    -1.028 |   -0.9085 |   -0.8956 |
+#> |.....................|   -0.8467 | -0.005584 |    -1.029 |    -1.016 |
+#> |.....................|   -0.6987 |   -0.7429 |   -0.7181 |...........|
+#> |    U|     1353.4477 |     131.6 |    -5.428 |   -0.9970 |   -0.2002 |
+#> |.....................|     2.102 |     2.283 |    0.6433 |    0.7405 |
+#> |.....................|     1.390 |     1.227 |     1.318 |...........|
+#> |    X|     1353.4477 |     131.6 |  0.004394 |    0.2695 |    0.8186 |
+#> |.....................|     8.186 |     2.283 |    0.6433 |    0.7405 |
+#> |.....................|     1.390 |     1.227 |     1.318 |...........|
+#> |    3|     504.82409 |     1.040 |    -1.003 |   -0.9112 |   -0.8954 |
+#> |.....................|   -0.8489 |   -0.7738 |   -0.8914 |   -0.8882 |
+#> |.....................|   -0.8506 |   -0.8568 |   -0.8533 |...........|
+#> |    U|     504.82409 |     97.76 |    -5.403 |   -0.9997 |   -0.2000 |
+#> |.....................|     2.100 |     1.668 |    0.7482 |    0.8511 |
+#> |.....................|     1.209 |     1.103 |     1.163 |...........|
+#> |    X|     504.82409 |     97.76 |  0.004504 |    0.2690 |    0.8187 |
+#> |.....................|     8.168 |     1.668 |    0.7482 |    0.8511 |
+#> |.....................|     1.209 |     1.103 |     1.163 |...........|
+#> |    4|     494.10898 |     1.008 |    -1.001 |   -0.9114 |   -0.8954 |
+#> |.....................|   -0.8490 |   -0.8416 |   -0.8792 |   -0.8769 |
+#> |.....................|   -0.8640 |   -0.8668 |   -0.8652 |...........|
+#> |    U|     494.10898 |     94.77 |    -5.401 |   -0.9999 |   -0.2000 |
+#> |.....................|     2.100 |     1.614 |    0.7574 |    0.8608 |
+#> |.....................|     1.193 |     1.092 |     1.149 |...........|
+#> |    X|     494.10898 |     94.77 |  0.004514 |    0.2690 |    0.8187 |
+#> |.....................|     8.167 |     1.614 |    0.7574 |    0.8608 |
+#> |.....................|     1.193 |     1.092 |     1.149 |...........|
+#> |    F| Forward Diff. |     147.0 |     1.955 |  -0.08761 |   0.06834 |
+#> |.....................|   0.05948 |    -55.61 |     11.89 |     8.304 |
+#> |.....................|    -12.01 |    -8.510 |    -10.24 |...........|
+#> |    5|     492.58255 |    0.9992 |    -1.001 |   -0.9114 |   -0.8954 |
+#> |.....................|   -0.8490 |   -0.8245 |   -0.8825 |   -0.8797 |
+#> |.....................|   -0.8605 |   -0.8643 |   -0.8621 |...........|
+#> |    U|     492.58255 |     93.93 |    -5.401 |   -0.9999 |   -0.2000 |
+#> |.....................|     2.100 |     1.628 |    0.7550 |    0.8584 |
+#> |.....................|     1.197 |     1.095 |     1.153 |...........|
+#> |    X|     492.58255 |     93.93 |  0.004511 |    0.2690 |    0.8187 |
+#> |.....................|     8.167 |     1.628 |    0.7550 |    0.8584 |
+#> |.....................|     1.197 |     1.095 |     1.153 |...........|
+#> |    F| Forward Diff. |    -43.22 |     1.882 |   -0.2206 | -0.004719 |
+#> |.....................|   -0.1970 |    -51.78 |     10.22 |     6.620 |
+#> |.....................|    -11.81 |    -8.346 |    -10.04 |...........|
+#> |    6|     491.66702 |     1.006 |    -1.002 |   -0.9113 |   -0.8954 |
+#> |.....................|   -0.8490 |   -0.8063 |   -0.8860 |   -0.8822 |
+#> |.....................|   -0.8565 |   -0.8614 |   -0.8588 |...........|
+#> |    U|     491.66702 |     94.52 |    -5.402 |   -0.9998 |   -0.2000 |
+#> |.....................|     2.100 |     1.642 |    0.7523 |    0.8562 |
+#> |.....................|     1.202 |     1.098 |     1.157 |...........|
+#> |    X|     491.66702 |     94.52 |  0.004509 |    0.2690 |    0.8187 |
+#> |.....................|     8.167 |     1.642 |    0.7523 |    0.8562 |
+#> |.....................|     1.202 |     1.098 |     1.157 |...........|
+#> |    F| Forward Diff. |     87.79 |     1.893 |   -0.1269 |   0.04418 |
+#> |.....................|  -0.01699 |    -47.85 |     10.34 |     7.758 |
+#> |.....................|    -11.67 |    -8.213 |    -9.916 |...........|
+#> |    7|     490.57489 |    0.9987 |    -1.002 |   -0.9112 |   -0.8954 |
+#> |.....................|   -0.8489 |   -0.7885 |   -0.8895 |   -0.8851 |
+#> |.....................|   -0.8525 |   -0.8586 |   -0.8553 |...........|
+#> |    U|     490.57489 |     93.88 |    -5.402 |   -0.9998 |   -0.2000 |
+#> |.....................|     2.100 |     1.657 |    0.7496 |    0.8537 |
+#> |.....................|     1.207 |     1.101 |     1.161 |...........|
+#> |    X|     490.57489 |     93.88 |  0.004506 |    0.2690 |    0.8187 |
+#> |.....................|     8.168 |     1.657 |    0.7496 |    0.8537 |
+#> |.....................|     1.207 |     1.101 |     1.161 |...........|
+#> |    F| Forward Diff. |    -52.56 |     1.834 |   -0.2285 |  -0.01046 |
+#> |.....................|   -0.2159 |    -44.44 |     9.379 |     7.248 |
+#> |.....................|    -11.47 |    -8.044 |    -9.710 |...........|
+#> |    8|     489.67804 |     1.004 |    -1.003 |   -0.9112 |   -0.8954 |
+#> |.....................|   -0.8489 |   -0.7706 |   -0.8932 |   -0.8884 |
+#> |.....................|   -0.8482 |   -0.8554 |   -0.8516 |...........|
+#> |    U|     489.67804 |     94.42 |    -5.403 |   -0.9997 |   -0.2000 |
+#> |.....................|     2.100 |     1.671 |    0.7468 |    0.8509 |
+#> |.....................|     1.212 |     1.105 |     1.165 |...........|
+#> |    X|     489.67804 |     94.42 |  0.004503 |    0.2690 |    0.8187 |
+#> |.....................|     8.168 |     1.671 |    0.7468 |    0.8509 |
+#> |.....................|     1.212 |     1.105 |     1.165 |...........|
+#> |    F| Forward Diff. |     63.10 |     1.841 |   -0.1396 |   0.03713 |
+#> |.....................|  -0.05177 |    -40.65 |     9.345 |     6.018 |
+#> |.....................|    -11.29 |    -7.879 |    -9.567 |...........|
+#> |    9|     488.80457 |    0.9984 |    -1.004 |   -0.9111 |   -0.8954 |
+#> |.....................|   -0.8488 |   -0.7529 |   -0.8970 |   -0.8913 |
+#> |.....................|   -0.8435 |   -0.8521 |   -0.8475 |...........|
+#> |    U|     488.80457 |     93.85 |    -5.404 |   -0.9996 |   -0.2000 |
+#> |.....................|     2.100 |     1.685 |    0.7439 |    0.8484 |
+#> |.....................|     1.218 |     1.108 |     1.170 |...........|
+#> |    X|     488.80457 |     93.85 |  0.004499 |    0.2690 |    0.8187 |
+#> |.....................|     8.168 |     1.685 |    0.7439 |    0.8484 |
+#> |.....................|     1.218 |     1.108 |     1.170 |...........|
+#> |    F| Forward Diff. |    -56.52 |     1.788 |   -0.2313 |  -0.01570 |
+#> |.....................|   -0.2287 |    -37.43 |     8.740 |     5.512 |
+#> |.....................|    -11.08 |    -7.680 |    -9.353 |...........|
+#> |   10|     487.98244 |     1.004 |    -1.005 |   -0.9110 |   -0.8954 |
+#> |.....................|   -0.8487 |   -0.7356 |   -0.9012 |   -0.8939 |
+#> |.....................|   -0.8380 |   -0.8482 |   -0.8428 |...........|
+#> |    U|     487.98244 |     94.36 |    -5.405 |   -0.9995 |   -0.2000 |
+#> |.....................|     2.100 |     1.699 |    0.7407 |    0.8461 |
+#> |.....................|     1.224 |     1.112 |     1.175 |...........|
+#> |    X|     487.98244 |     94.36 |  0.004495 |    0.2690 |    0.8187 |
+#> |.....................|     8.169 |     1.699 |    0.7407 |    0.8461 |
+#> |.....................|     1.224 |     1.112 |     1.175 |...........|
+#> |    F| Forward Diff. |     49.57 |     1.794 |   -0.1466 |   0.03517 |
+#> |.....................|  -0.07178 |    -34.12 |     8.494 |     6.684 |
+#> |.....................|    -10.82 |    -7.482 |    -9.140 |...........|
+#> |   11|     487.23587 |    0.9987 |    -1.006 |   -0.9109 |   -0.8954 |
+#> |.....................|   -0.8487 |   -0.7192 |   -0.9058 |   -0.8980 |
+#> |.....................|   -0.8316 |   -0.8438 |   -0.8374 |...........|
+#> |    U|     487.23587 |     93.88 |    -5.406 |   -0.9994 |   -0.2001 |
+#> |.....................|     2.100 |     1.712 |    0.7372 |    0.8426 |
+#> |.....................|     1.232 |     1.117 |     1.181 |...........|
+#> |    X|     487.23587 |     93.88 |  0.004490 |    0.2691 |    0.8187 |
+#> |.....................|     8.170 |     1.712 |    0.7372 |    0.8426 |
+#> |.....................|     1.232 |     1.117 |     1.181 |...........|
+#> |    F| Forward Diff. |    -49.22 |     1.745 |   -0.2274 | -0.009194 |
+#> |.....................|   -0.2301 |    -31.48 |     7.992 |     6.132 |
+#> |.....................|    -10.64 |    -7.269 |    -8.903 |...........|
+#> |   12|     486.53337 |     1.004 |    -1.007 |   -0.9107 |   -0.8954 |
+#> |.....................|   -0.8485 |   -0.7047 |   -0.9109 |   -0.9037 |
+#> |.....................|   -0.8240 |   -0.8386 |   -0.8310 |...........|
+#> |    U|     486.53337 |     94.34 |    -5.407 |   -0.9993 |   -0.2001 |
+#> |.....................|     2.101 |     1.724 |    0.7334 |    0.8376 |
+#> |.....................|     1.241 |     1.123 |     1.189 |...........|
+#> |    X|     486.53337 |     94.34 |  0.004484 |    0.2691 |    0.8187 |
+#> |.....................|     8.171 |     1.724 |    0.7334 |    0.8376 |
+#> |.....................|     1.241 |     1.123 |     1.189 |...........|
+#> |    F| Forward Diff. |     43.47 |     1.742 |   -0.1424 |   0.02918 |
+#> |.....................|  -0.07089 |    -28.76 |     7.629 |     4.806 |
+#> |.....................|    -10.24 |    -6.953 |    -8.584 |...........|
+#> |   13|     485.91669 |    0.9989 |    -1.009 |   -0.9105 |   -0.8955 |
+#> |.....................|   -0.8484 |   -0.6920 |   -0.9165 |   -0.9072 |
+#> |.....................|   -0.8145 |   -0.8325 |   -0.8231 |...........|
+#> |    U|     485.91669 |     93.90 |    -5.409 |   -0.9991 |   -0.2001 |
+#> |.....................|     2.101 |     1.734 |    0.7291 |    0.8346 |
+#> |.....................|     1.252 |     1.130 |     1.198 |...........|
+#> |    X|     485.91669 |     93.90 |  0.004476 |    0.2691 |    0.8187 |
+#> |.....................|     8.172 |     1.734 |    0.7291 |    0.8346 |
+#> |.....................|     1.252 |     1.130 |     1.198 |...........|
+#> |    F| Forward Diff. |    -44.30 |     1.699 |   -0.2182 |  0.001936 |
+#> |.....................|   -0.2284 |    -26.86 |     7.286 |     5.487 |
+#> |.....................|    -9.898 |    -6.659 |    -8.234 |...........|
+#> |   14|     485.33976 |     1.003 |    -1.011 |   -0.9103 |   -0.8955 |
+#> |.....................|   -0.8481 |   -0.6819 |   -0.9228 |   -0.9110 |
+#> |.....................|   -0.8035 |   -0.8257 |   -0.8143 |...........|
+#> |    U|     485.33976 |     94.29 |    -5.411 |   -0.9988 |   -0.2001 |
+#> |.....................|     2.101 |     1.742 |    0.7243 |    0.8314 |
+#> |.....................|     1.265 |     1.137 |     1.208 |...........|
+#> |    X|     485.33976 |     94.29 |  0.004467 |    0.2692 |    0.8186 |
+#> |.....................|     8.174 |     1.742 |    0.7243 |    0.8314 |
+#> |.....................|     1.265 |     1.137 |     1.208 |...........|
+#> |   15|     484.77317 |     1.003 |    -1.014 |   -0.9100 |   -0.8956 |
+#> |.....................|   -0.8479 |   -0.6718 |   -0.9302 |   -0.9153 |
+#> |.....................|   -0.7902 |   -0.8175 |   -0.8035 |...........|
+#> |    U|     484.77317 |     94.32 |    -5.414 |   -0.9986 |   -0.2002 |
+#> |.....................|     2.101 |     1.750 |    0.7187 |    0.8276 |
+#> |.....................|     1.281 |     1.146 |     1.220 |...........|
+#> |    X|     484.77317 |     94.32 |  0.004455 |    0.2692 |    0.8186 |
+#> |.....................|     8.176 |     1.750 |    0.7187 |    0.8276 |
+#> |.....................|     1.281 |     1.146 |     1.220 |...........|
+#> |   16|     483.17588 |     1.004 |    -1.023 |   -0.9091 |   -0.8958 |
+#> |.....................|   -0.8469 |   -0.6384 |   -0.9549 |   -0.9296 |
+#> |.....................|   -0.7463 |   -0.7903 |   -0.7681 |...........|
+#> |    U|     483.17588 |     94.41 |    -5.423 |   -0.9976 |   -0.2004 |
+#> |.....................|     2.102 |     1.777 |    0.6999 |    0.8153 |
+#> |.....................|     1.333 |     1.176 |     1.261 |...........|
+#> |    X|     483.17588 |     94.41 |  0.004415 |    0.2694 |    0.8184 |
+#> |.....................|     8.184 |     1.777 |    0.6999 |    0.8153 |
+#> |.....................|     1.333 |     1.176 |     1.261 |...........|
+#> |   17|     481.21481 |     1.006 |    -1.040 |   -0.9072 |   -0.8961 |
+#> |.....................|   -0.8451 |   -0.5721 |    -1.004 |   -0.9579 |
+#> |.....................|   -0.6592 |   -0.7365 |   -0.6977 |...........|
+#> |    U|     481.21481 |     94.58 |    -5.440 |   -0.9958 |   -0.2008 |
+#> |.....................|     2.104 |     1.830 |    0.6628 |    0.7909 |
+#> |.....................|     1.437 |     1.234 |     1.341 |...........|
+#> |    X|     481.21481 |     94.58 |  0.004338 |    0.2698 |    0.8181 |
+#> |.....................|     8.199 |     1.830 |    0.6628 |    0.7909 |
+#> |.....................|     1.437 |     1.234 |     1.341 |...........|
+#> |    F| Forward Diff. |     62.86 |     1.476 |   0.06730 |   0.05792 |
+#> |.....................|    0.1123 |    -8.977 |     1.055 |     2.914 |
+#> |.....................|    -3.044 |    -1.094 |    -2.299 |...........|
+#> |   18|     481.29476 |     1.000 |    -1.145 |   -0.9129 |   -0.8997 |
+#> |.....................|   -0.8485 |   -0.5378 |   -0.8985 |    -1.168 |
+#> |.....................|   -0.6228 |   -0.8149 |   -0.6969 |...........|
+#> |    U|     481.29476 |     94.03 |    -5.545 |    -1.001 |   -0.2043 |
+#> |.....................|     2.101 |     1.857 |    0.7428 |    0.6099 |
+#> |.....................|     1.480 |     1.149 |     1.342 |...........|
+#> |    X|     481.29476 |     94.03 |  0.003907 |    0.2687 |    0.8152 |
+#> |.....................|     8.171 |     1.857 |    0.7428 |    0.6099 |
+#> |.....................|     1.480 |     1.149 |     1.342 |...........|
+#> |   19|     480.77138 |     1.000 |    -1.090 |   -0.9099 |   -0.8978 |
+#> |.....................|   -0.8467 |   -0.5555 |   -0.9542 |    -1.057 |
+#> |.....................|   -0.6419 |   -0.7733 |   -0.6972 |...........|
+#> |    U|     480.77138 |     94.01 |    -5.490 |   -0.9984 |   -0.2025 |
+#> |.....................|     2.102 |     1.843 |    0.7004 |    0.7055 |
+#> |.....................|     1.457 |     1.194 |     1.342 |...........|
+#> |    X|     480.77138 |     94.01 |  0.004129 |    0.2693 |    0.8167 |
+#> |.....................|     8.186 |     1.843 |    0.7004 |    0.7055 |
+#> |.....................|     1.457 |     1.194 |     1.342 |...........|
+#> |    F| Forward Diff. |    -25.72 |     1.151 |   0.08772 | -0.007897 |
+#> |.....................|  -0.07232 |    -6.930 |     3.330 |    -2.491 |
+#> |.....................|    -2.626 |    -3.111 |    -2.500 |...........|
+#> |   20|     480.61717 |     1.001 |    -1.203 |   -0.9227 |   -0.9002 |
+#> |.....................|   -0.8503 |   -0.5418 |   -0.9405 |    -1.001 |
+#> |.....................|   -0.6281 |   -0.7705 |   -0.6908 |...........|
+#> |    U|     480.61717 |     94.09 |    -5.603 |    -1.011 |   -0.2049 |
+#> |.....................|     2.099 |     1.854 |    0.7108 |    0.7537 |
+#> |.....................|     1.474 |     1.197 |     1.349 |...........|
+#> |    X|     480.61717 |     94.09 |  0.003688 |    0.2667 |    0.8147 |
+#> |.....................|     8.156 |     1.854 |    0.7108 |    0.7537 |
+#> |.....................|     1.474 |     1.197 |     1.349 |...........|
+#> |    F| Forward Diff. |    -10.61 |    0.9224 |   -0.5881 |  -0.06621 |
+#> |.....................|   -0.1838 |    -5.929 |     3.775 |     2.798 |
+#> |.....................|    -1.936 |    -2.993 |    -2.208 |...........|
+#> |   21|     480.72130 |     1.009 |    -1.314 |   -0.9169 |   -0.9003 |
+#> |.....................|   -0.8494 |   -0.5516 |   -0.9873 |    -1.003 |
+#> |.....................|   -0.6340 |   -0.7292 |   -0.6819 |...........|
+#> |    U|      480.7213 |     94.81 |    -5.714 |    -1.005 |   -0.2049 |
+#> |.....................|     2.100 |     1.846 |    0.6753 |    0.7523 |
+#> |.....................|     1.467 |     1.242 |     1.359 |...........|
+#> |    X|      480.7213 |     94.81 |  0.003299 |    0.2679 |    0.8147 |
+#> |.....................|     8.163 |     1.846 |    0.6753 |    0.7523 |
+#> |.....................|     1.467 |     1.242 |     1.359 |...........|
+#> |   22|     480.86254 |     1.009 |    -1.247 |   -0.9202 |   -0.9002 |
+#> |.....................|   -0.8499 |   -0.5429 |   -0.9605 |    -1.003 |
+#> |.....................|   -0.6295 |   -0.7530 |   -0.6863 |...........|
+#> |    U|     480.86254 |     94.84 |    -5.647 |    -1.009 |   -0.2048 |
+#> |.....................|     2.099 |     1.853 |    0.6957 |    0.7520 |
+#> |.....................|     1.472 |     1.216 |     1.354 |...........|
+#> |    X|     480.86254 |     94.84 |  0.003530 |    0.2672 |    0.8148 |
+#> |.....................|     8.160 |     1.853 |    0.6957 |    0.7520 |
+#> |.....................|     1.472 |     1.216 |     1.354 |...........|
+#> |   23|     480.98412 |     1.009 |    -1.209 |   -0.9220 |   -0.9002 |
+#> |.....................|   -0.8501 |   -0.5381 |   -0.9458 |    -1.003 |
+#> |.....................|   -0.6270 |   -0.7661 |   -0.6887 |...........|
+#> |    U|     480.98412 |     94.85 |    -5.609 |    -1.010 |   -0.2048 |
+#> |.....................|     2.099 |     1.857 |    0.7069 |    0.7519 |
+#> |.....................|     1.475 |     1.202 |     1.352 |...........|
+#> |    X|     480.98412 |     94.85 |  0.003664 |    0.2669 |    0.8148 |
+#> |.....................|     8.158 |     1.857 |    0.7069 |    0.7519 |
+#> |.....................|     1.475 |     1.202 |     1.352 |...........|
+#> |   24|     480.60990 |     1.003 |    -1.203 |   -0.9226 |   -0.9002 |
+#> |.....................|   -0.8503 |   -0.5410 |   -0.9411 |    -1.001 |
+#> |.....................|   -0.6278 |   -0.7701 |   -0.6905 |...........|
+#> |    U|      480.6099 |     94.24 |    -5.603 |    -1.011 |   -0.2049 |
+#> |.....................|     2.099 |     1.855 |    0.7104 |    0.7534 |
+#> |.....................|     1.474 |     1.198 |     1.350 |...........|
+#> |    X|      480.6099 |     94.24 |  0.003688 |    0.2668 |    0.8148 |
+#> |.....................|     8.156 |     1.855 |    0.7104 |    0.7534 |
+#> |.....................|     1.474 |     1.198 |     1.350 |...........|
+#> |    F| Forward Diff. |     15.29 |    0.9278 |   -0.5289 |  -0.04762 |
+#> |.....................|   -0.1043 |    -5.468 |     3.876 |    0.6273 |
+#> |.....................|    -1.897 |    -2.941 |    -2.183 |...........|
+#> |   25|     480.59557 |     1.001 |    -1.204 |   -0.9225 |   -0.9002 |
+#> |.....................|   -0.8503 |   -0.5407 |   -0.9419 |    -1.001 |
+#> |.....................|   -0.6277 |   -0.7694 |   -0.6902 |...........|
+#> |    U|     480.59557 |     94.13 |    -5.604 |    -1.011 |   -0.2049 |
+#> |.....................|     2.099 |     1.855 |    0.7098 |    0.7533 |
+#> |.....................|     1.474 |     1.198 |     1.350 |...........|
+#> |    X|     480.59557 |     94.13 |  0.003683 |    0.2668 |    0.8148 |
+#> |.....................|     8.157 |     1.855 |    0.7098 |    0.7533 |
+#> |.....................|     1.474 |     1.198 |     1.350 |...........|
+#> |    F| Forward Diff. |    -4.733 |    0.9212 |   -0.5619 |  -0.05855 |
+#> |.....................|   -0.1664 |    -5.388 |     3.833 |    0.5854 |
+#> |.....................|    -1.924 |    -2.927 |    -2.102 |...........|
+#> |   26|     480.58581 |     1.002 |    -1.204 |   -0.9224 |   -0.9002 |
+#> |.....................|   -0.8502 |   -0.5395 |   -0.9428 |    -1.002 |
+#> |.....................|   -0.6273 |   -0.7688 |   -0.6897 |...........|
+#> |    U|     480.58581 |     94.23 |    -5.604 |    -1.011 |   -0.2048 |
+#> |.....................|     2.099 |     1.856 |    0.7092 |    0.7532 |
+#> |.....................|     1.475 |     1.199 |     1.351 |...........|
+#> |    X|     480.58581 |     94.23 |  0.003683 |    0.2668 |    0.8148 |
+#> |.....................|     8.157 |     1.856 |    0.7092 |    0.7532 |
+#> |.....................|     1.475 |     1.199 |     1.351 |...........|
+#> |    F| Forward Diff. |     12.31 |    0.9226 |   -0.5246 |  -0.05019 |
+#> |.....................|   -0.1134 |    -5.293 |     3.771 |    0.5822 |
+#> |.....................|    -1.938 |    -2.904 |    -2.175 |...........|
+#> |   27|     480.57360 |     1.001 |    -1.205 |   -0.9222 |   -0.9002 |
+#> |.....................|   -0.8502 |   -0.5392 |   -0.9437 |    -1.002 |
+#> |.....................|   -0.6271 |   -0.7681 |   -0.6894 |...........|
+#> |    U|      480.5736 |     94.13 |    -5.605 |    -1.011 |   -0.2048 |
+#> |.....................|     2.099 |     1.856 |    0.7085 |    0.7532 |
+#> |.....................|     1.475 |     1.200 |     1.351 |...........|
+#> |    X|      480.5736 |     94.13 |  0.003678 |    0.2668 |    0.8148 |
+#> |.....................|     8.157 |     1.856 |    0.7085 |    0.7532 |
+#> |.....................|     1.475 |     1.200 |     1.351 |...........|
+#> |    F| Forward Diff. |    -4.864 |    0.9151 |   -0.5515 |  -0.06112 |
+#> |.....................|   -0.1679 |    -5.184 |     3.617 |    0.5746 |
+#> |.....................|    -1.832 |    -2.849 |    -2.141 |...........|
+#> |   28|     480.56429 |     1.002 |    -1.206 |   -0.9220 |   -0.9002 |
+#> |.....................|   -0.8502 |   -0.5382 |   -0.9446 |    -1.002 |
+#> |.....................|   -0.6268 |   -0.7674 |   -0.6889 |...........|
+#> |    U|     480.56429 |     94.23 |    -5.606 |    -1.011 |   -0.2048 |
+#> |.....................|     2.099 |     1.857 |    0.7078 |    0.7531 |
+#> |.....................|     1.475 |     1.201 |     1.351 |...........|
+#> |    X|     480.56429 |     94.23 |  0.003676 |    0.2669 |    0.8148 |
+#> |.....................|     8.158 |     1.857 |    0.7078 |    0.7531 |
+#> |.....................|     1.475 |     1.201 |     1.351 |...........|
+#> |    F| Forward Diff. |     12.18 |    0.9169 |   -0.5105 |  -0.05061 |
+#> |.....................|   -0.1125 |    -5.131 |     3.532 |    0.5638 |
+#> |.....................|    -1.931 |    -2.821 |    -2.132 |...........|
+#> |   29|     480.55246 |     1.001 |    -1.207 |   -0.9218 |   -0.9002 |
+#> |.....................|   -0.8501 |   -0.5380 |   -0.9454 |    -1.002 |
+#> |.....................|   -0.6266 |   -0.7667 |   -0.6886 |...........|
+#> |    U|     480.55246 |     94.13 |    -5.607 |    -1.010 |   -0.2048 |
+#> |.....................|     2.099 |     1.857 |    0.7071 |    0.7532 |
+#> |.....................|     1.476 |     1.201 |     1.352 |...........|
+#> |    X|     480.55246 |     94.13 |  0.003672 |    0.2669 |    0.8148 |
+#> |.....................|     8.158 |     1.857 |    0.7071 |    0.7532 |
+#> |.....................|     1.476 |     1.201 |     1.352 |...........|
+#> |    F| Forward Diff. |    -4.480 |    0.9098 |   -0.5353 |  -0.06055 |
+#> |.....................|   -0.1647 |    -5.053 |     3.625 |    0.5654 |
+#> |.....................|    -1.860 |    -2.782 |    -2.112 |...........|
+#> |   30|     480.54335 |     1.002 |    -1.207 |   -0.9217 |   -0.9002 |
+#> |.....................|   -0.8501 |   -0.5368 |   -0.9463 |    -1.002 |
+#> |.....................|   -0.6262 |   -0.7660 |   -0.6881 |...........|
+#> |    U|     480.54335 |     94.23 |    -5.607 |    -1.010 |   -0.2048 |
+#> |.....................|     2.099 |     1.858 |    0.7065 |    0.7530 |
+#> |.....................|     1.476 |     1.202 |     1.352 |...........|
+#> |    X|     480.54335 |     94.23 |  0.003671 |    0.2669 |    0.8148 |
+#> |.....................|     8.158 |     1.858 |    0.7065 |    0.7530 |
+#> |.....................|     1.476 |     1.202 |     1.352 |...........|
+#> |    F| Forward Diff. |     12.09 |    0.9120 |   -0.4955 |  -0.05014 |
+#> |.....................|   -0.1107 |    -4.912 |     3.583 |    0.5835 |
+#> |.....................|    -1.814 |    -2.702 |    -2.057 |...........|
+#> |   31|     480.53185 |     1.001 |    -1.209 |   -0.9215 |   -0.9002 |
+#> |.....................|   -0.8500 |   -0.5366 |   -0.9472 |    -1.002 |
+#> |.....................|   -0.6260 |   -0.7654 |   -0.6878 |...........|
+#> |    U|     480.53185 |     94.13 |    -5.609 |    -1.010 |   -0.2048 |
+#> |.....................|     2.099 |     1.858 |    0.7058 |    0.7531 |
+#> |.....................|     1.476 |     1.203 |     1.353 |...........|
+#> |    X|     480.53185 |     94.13 |  0.003666 |    0.2670 |    0.8148 |
+#> |.....................|     8.158 |     1.858 |    0.7058 |    0.7531 |
+#> |.....................|     1.476 |     1.203 |     1.353 |...........|
+#> |    F| Forward Diff. |    -4.509 |    0.9048 |   -0.5214 |  -0.06027 |
+#> |.....................|   -0.1665 |    -4.870 |     3.525 |    0.5641 |
+#> |.....................|    -1.813 |    -2.699 |    -2.069 |...........|
+#> |   32|     480.52276 |     1.002 |    -1.209 |   -0.9214 |   -0.9001 |
+#> |.....................|   -0.8500 |   -0.5356 |   -0.9481 |    -1.002 |
+#> |.....................|   -0.6256 |   -0.7647 |   -0.6873 |...........|
+#> |    U|     480.52276 |     94.22 |    -5.609 |    -1.010 |   -0.2048 |
+#> |.....................|     2.099 |     1.859 |    0.7051 |    0.7530 |
+#> |.....................|     1.477 |     1.203 |     1.353 |...........|
+#> |    X|     480.52276 |     94.22 |  0.003664 |    0.2670 |    0.8148 |
+#> |.....................|     8.159 |     1.859 |    0.7051 |    0.7530 |
+#> |.....................|     1.477 |     1.203 |     1.353 |...........|
+#> |    F| Forward Diff. |     11.38 |    0.9060 |   -0.4821 |  -0.05014 |
+#> |.....................|   -0.1110 |    -4.747 |     3.479 |    0.5798 |
+#> |.....................|    -1.777 |    -2.636 |    -2.020 |...........|
+#> |   33|     480.51194 |     1.001 |    -1.211 |   -0.9212 |   -0.9001 |
+#> |.....................|   -0.8500 |   -0.5355 |   -0.9490 |    -1.002 |
+#> |.....................|   -0.6255 |   -0.7641 |   -0.6869 |...........|
+#> |    U|     480.51194 |     94.13 |    -5.611 |    -1.010 |   -0.2048 |
+#> |.....................|     2.099 |     1.859 |    0.7044 |    0.7530 |
+#> |.....................|     1.477 |     1.204 |     1.354 |...........|
+#> |    X|     480.51194 |     94.13 |  0.003659 |    0.2670 |    0.8148 |
+#> |.....................|     8.159 |     1.859 |    0.7044 |    0.7530 |
+#> |.....................|     1.477 |     1.204 |     1.354 |...........|
+#> |    F| Forward Diff. |    -4.485 |    0.8991 |   -0.5064 |  -0.06148 |
+#> |.....................|   -0.1643 |    -4.758 |     3.403 |    0.5432 |
+#> |.....................|    -1.772 |    -2.633 |    -2.022 |...........|
+#> |   34|     480.50302 |     1.002 |    -1.211 |   -0.9210 |   -0.9001 |
+#> |.....................|   -0.8499 |   -0.5345 |   -0.9500 |    -1.002 |
+#> |.....................|   -0.6251 |   -0.7633 |   -0.6864 |...........|
+#> |    U|     480.50302 |     94.22 |    -5.611 |    -1.010 |   -0.2047 |
+#> |.....................|     2.099 |     1.860 |    0.7037 |    0.7529 |
+#> |.....................|     1.477 |     1.205 |     1.354 |...........|
+#> |    X|     480.50302 |     94.22 |  0.003656 |    0.2671 |    0.8149 |
+#> |.....................|     8.159 |     1.860 |    0.7037 |    0.7529 |
+#> |.....................|     1.477 |     1.205 |     1.354 |...........|
+#> |    F| Forward Diff. |     10.83 |    0.8997 |   -0.4680 |  -0.05021 |
+#> |.....................|   -0.1106 |    -4.703 |     3.332 |    0.5674 |
+#> |.....................|    -1.765 |    -2.559 |    -1.986 |...........|
+#> |   35|     480.49281 |     1.001 |    -1.213 |   -0.9209 |   -0.9001 |
+#> |.....................|   -0.8499 |   -0.5344 |   -0.9509 |    -1.002 |
+#> |.....................|   -0.6250 |   -0.7627 |   -0.6860 |...........|
+#> |    U|     480.49281 |     94.13 |    -5.613 |    -1.009 |   -0.2047 |
+#> |.....................|     2.099 |     1.860 |    0.7030 |    0.7529 |
+#> |.....................|     1.478 |     1.206 |     1.355 |...........|
+#> |    X|     480.49281 |     94.13 |  0.003652 |    0.2671 |    0.8149 |
+#> |.....................|     8.160 |     1.860 |    0.7030 |    0.7529 |
+#> |.....................|     1.478 |     1.206 |     1.355 |...........|
+#> |    F| Forward Diff. |    -4.447 |    0.8934 |   -0.4900 |  -0.06030 |
+#> |.....................|   -0.1577 |    -4.708 |     3.266 |    0.5080 |
+#> |.....................|    -1.782 |    -2.544 |    -1.983 |...........|
+#> |   36|     480.48415 |     1.002 |    -1.213 |   -0.9207 |   -0.9001 |
+#> |.....................|   -0.8498 |   -0.5335 |   -0.9518 |    -1.002 |
+#> |.....................|   -0.6246 |   -0.7620 |   -0.6855 |...........|
+#> |    U|     480.48415 |     94.22 |    -5.613 |    -1.009 |   -0.2047 |
+#> |.....................|     2.099 |     1.861 |    0.7023 |    0.7528 |
+#> |.....................|     1.478 |     1.206 |     1.355 |...........|
+#> |    X|     480.48415 |     94.22 |  0.003649 |    0.2671 |    0.8149 |
+#> |.....................|     8.160 |     1.861 |    0.7023 |    0.7528 |
+#> |.....................|     1.478 |     1.206 |     1.355 |...........|
+#> |    F| Forward Diff. |     10.47 |    0.8932 |   -0.4526 |  -0.04997 |
+#> |.....................|   -0.1093 |    -4.502 |     3.250 |    0.5653 |
+#> |.....................|    -1.769 |    -2.486 |    -1.944 |...........|
+#> |   37|     480.47437 |     1.001 |    -1.215 |   -0.9205 |   -0.9001 |
+#> |.....................|   -0.8498 |   -0.5334 |   -0.9527 |    -1.002 |
+#> |.....................|   -0.6244 |   -0.7613 |   -0.6852 |...........|
+#> |    U|     480.47437 |     94.13 |    -5.615 |    -1.009 |   -0.2047 |
+#> |.....................|     2.099 |     1.861 |    0.7016 |    0.7528 |
+#> |.....................|     1.478 |     1.207 |     1.356 |...........|
+#> |    X|     480.47437 |     94.13 |  0.003644 |    0.2672 |    0.8149 |
+#> |.....................|     8.161 |     1.861 |    0.7016 |    0.7528 |
+#> |.....................|     1.478 |     1.207 |     1.356 |...........|
+#> |    F| Forward Diff. |    -4.431 |    0.8869 |   -0.4735 |  -0.05983 |
+#> |.....................|   -0.1554 |    -4.492 |     3.189 |   -0.6996 |
+#> |.....................|    -1.700 |    -2.467 |    -1.937 |...........|
+#> |   38|     480.46651 |     1.002 |    -1.216 |   -0.9203 |   -0.9000 |
+#> |.....................|   -0.8497 |   -0.5326 |   -0.9537 |    -1.002 |
+#> |.....................|   -0.6240 |   -0.7606 |   -0.6847 |...........|
+#> |    U|     480.46651 |     94.21 |    -5.616 |    -1.009 |   -0.2047 |
+#> |.....................|     2.099 |     1.861 |    0.7009 |    0.7530 |
+#> |.....................|     1.479 |     1.208 |     1.356 |...........|
+#> |    X|     480.46651 |     94.21 |  0.003640 |    0.2672 |    0.8149 |
+#> |.....................|     8.161 |     1.861 |    0.7009 |    0.7530 |
+#> |.....................|     1.479 |     1.208 |     1.356 |...........|
+#> |    F| Forward Diff. |     9.502 |    0.8860 |   -0.4381 |  -0.05035 |
+#> |.....................|   -0.1103 |    -4.453 |     3.114 |    0.5384 |
+#> |.....................|    -1.770 |    -2.407 |    -1.897 |...........|
+#> |   39|     480.45755 |     1.001 |    -1.217 |   -0.9200 |   -0.9000 |
+#> |.....................|   -0.8497 |   -0.5325 |   -0.9546 |    -1.002 |
+#> |.....................|   -0.6238 |   -0.7600 |   -0.6843 |...........|
+#> |    U|     480.45755 |     94.13 |    -5.617 |    -1.009 |   -0.2047 |
+#> |.....................|     2.099 |     1.861 |    0.7002 |    0.7530 |
+#> |.....................|     1.479 |     1.209 |     1.357 |...........|
+#> |    X|     480.45755 |     94.13 |  0.003635 |    0.2673 |    0.8149 |
+#> |.....................|     8.162 |     1.861 |    0.7002 |    0.7530 |
+#> |.....................|     1.479 |     1.209 |     1.357 |...........|
+#> |    F| Forward Diff. |    -4.779 |    0.8798 |   -0.4544 |  -0.05816 |
+#> |.....................|   -0.1541 |    -4.432 |     3.060 |    0.5236 |
+#> |.....................|    -1.719 |    -2.365 |    -1.874 |...........|
+#> |   40|     480.44943 |     1.002 |    -1.218 |   -0.9199 |   -0.9000 |
+#> |.....................|   -0.8496 |   -0.5319 |   -0.9555 |    -1.002 |
+#> |.....................|   -0.6235 |   -0.7592 |   -0.6838 |...........|
+#> |    U|     480.44943 |     94.21 |    -5.618 |    -1.008 |   -0.2046 |
+#> |.....................|     2.099 |     1.862 |    0.6995 |    0.7529 |
+#> |.....................|     1.479 |     1.209 |     1.357 |...........|
+#> |    X|     480.44943 |     94.21 |  0.003631 |    0.2673 |    0.8149 |
+#> |.....................|     8.162 |     1.862 |    0.6995 |    0.7529 |
+#> |.....................|     1.479 |     1.209 |     1.357 |...........|
+#> |    F| Forward Diff. |     8.806 |    0.8785 |   -0.4202 |  -0.05024 |
+#> |.....................|   -0.1124 |    -4.289 |     3.039 |    0.5974 |
+#> |.....................|    -1.651 |    -2.322 |    -1.843 |...........|
+#> |   41|     480.44100 |     1.001 |    -1.220 |   -0.9197 |   -0.9000 |
+#> |.....................|   -0.8496 |   -0.5318 |   -0.9564 |    -1.002 |
+#> |.....................|   -0.6233 |   -0.7586 |   -0.6835 |...........|
+#> |    U|       480.441 |     94.13 |    -5.620 |    -1.008 |   -0.2046 |
+#> |.....................|     2.100 |     1.862 |    0.6988 |    0.7529 |
+#> |.....................|     1.480 |     1.210 |     1.358 |...........|
+#> |    X|       480.441 |     94.13 |  0.003626 |    0.2673 |    0.8150 |
+#> |.....................|     8.162 |     1.862 |    0.6988 |    0.7529 |
+#> |.....................|     1.480 |     1.210 |     1.358 |...........|
+#> |    F| Forward Diff. |    -4.662 |    0.8724 |   -0.4382 |  -0.05735 |
+#> |.....................|   -0.1541 |    -4.192 |     3.008 |    0.5718 |
+#> |.....................|    -1.633 |    -2.283 |    -1.828 |...........|
+#> |   42|     480.43316 |     1.002 |    -1.221 |   -0.9195 |   -0.9000 |
+#> |.....................|   -0.8495 |   -0.5313 |   -0.9573 |    -1.002 |
+#> |.....................|   -0.6230 |   -0.7579 |   -0.6830 |...........|
+#> |    U|     480.43316 |     94.21 |    -5.621 |    -1.008 |   -0.2046 |
+#> |.....................|     2.100 |     1.862 |    0.6981 |    0.7529 |
+#> |.....................|     1.480 |     1.211 |     1.358 |...........|
+#> |    X|     480.43316 |     94.21 |  0.003622 |    0.2674 |    0.8150 |
+#> |.....................|     8.163 |     1.862 |    0.6981 |    0.7529 |
+#> |.....................|     1.480 |     1.211 |     1.358 |...........|
+#> |    F| Forward Diff. |     8.374 |    0.8709 |   -0.4057 |  -0.04981 |
+#> |.....................|   -0.1077 |    -4.274 |     2.898 |    0.5670 |
+#> |.....................|    -1.709 |    -2.249 |    -1.806 |...........|
+#> |   43|     480.42514 |     1.001 |    -1.222 |   -0.9194 |   -0.8999 |
+#> |.....................|   -0.8495 |   -0.5312 |   -0.9582 |    -1.002 |
+#> |.....................|   -0.6227 |   -0.7573 |   -0.6826 |...........|
+#> |    U|     480.42514 |     94.13 |    -5.622 |    -1.008 |   -0.2046 |
+#> |.....................|     2.100 |     1.862 |    0.6974 |    0.7529 |
+#> |.....................|     1.480 |     1.212 |     1.359 |...........|
+#> |    X|     480.42514 |     94.13 |  0.003617 |    0.2674 |    0.8150 |
+#> |.....................|     8.163 |     1.862 |    0.6974 |    0.7529 |
+#> |.....................|     1.480 |     1.212 |     1.359 |...........|
+#> |    F| Forward Diff. |    -4.560 |    0.8648 |   -0.4238 |  -0.05673 |
+#> |.....................|   -0.1505 |    -4.130 |     2.894 |    0.5588 |
+#> |.....................|    -1.637 |    -2.210 |    -1.785 |...........|
+#> |   44|     480.41757 |     1.002 |    -1.223 |   -0.9192 |   -0.8999 |
+#> |.....................|   -0.8494 |   -0.5307 |   -0.9591 |    -1.002 |
+#> |.....................|   -0.6223 |   -0.7566 |   -0.6821 |...........|
+#> |    U|     480.41757 |     94.21 |    -5.623 |    -1.008 |   -0.2046 |
+#> |.....................|     2.100 |     1.863 |    0.6967 |    0.7528 |
+#> |.....................|     1.481 |     1.212 |     1.359 |...........|
+#> |    X|     480.41757 |     94.21 |  0.003613 |    0.2674 |    0.8150 |
+#> |.....................|     8.164 |     1.863 |    0.6967 |    0.7528 |
+#> |.....................|     1.481 |     1.212 |     1.359 |...........|
+#> |    F| Forward Diff. |     8.260 |    0.8632 |   -0.3905 |  -0.04898 |
+#> |.....................|   -0.1050 |    -4.163 |     2.793 |    0.5626 |
+#> |.....................|    -1.680 |    -2.170 |    -1.767 |...........|
+#> |   45|     480.40986 |     1.001 |    -1.225 |   -0.9190 |   -0.8999 |
+#> |.....................|   -0.8494 |   -0.5306 |   -0.9600 |    -1.002 |
+#> |.....................|   -0.6221 |   -0.7560 |   -0.6818 |...........|
+#> |    U|     480.40986 |     94.13 |    -5.625 |    -1.008 |   -0.2045 |
+#> |.....................|     2.100 |     1.863 |    0.6961 |    0.7528 |
+#> |.....................|     1.481 |     1.213 |     1.360 |...........|
+#> |    X|     480.40986 |     94.13 |  0.003607 |    0.2675 |    0.8150 |
+#> |.....................|     8.164 |     1.863 |    0.6961 |    0.7528 |
+#> |.....................|     1.481 |     1.213 |     1.360 |...........|
+#> |    F| Forward Diff. |    -4.433 |    0.8570 |   -0.4082 |  -0.05598 |
+#> |.....................|   -0.1439 |    -4.083 |     2.776 |   -0.7191 |
+#> |.....................|    -1.623 |    -2.134 |    -1.744 |...........|
+#> |   46|     480.40309 |     1.002 |    -1.226 |   -0.9188 |   -0.8999 |
+#> |.....................|   -0.8493 |   -0.5301 |   -0.9609 |    -1.002 |
+#> |.....................|   -0.6217 |   -0.7553 |   -0.6813 |...........|
+#> |    U|     480.40309 |     94.20 |    -5.626 |    -1.007 |   -0.2045 |
+#> |.....................|     2.100 |     1.863 |    0.6954 |    0.7529 |
+#> |.....................|     1.481 |     1.214 |     1.360 |...........|
+#> |    X|     480.40309 |     94.20 |  0.003603 |    0.2675 |    0.8151 |
+#> |.....................|     8.165 |     1.863 |    0.6954 |    0.7529 |
+#> |.....................|     1.481 |     1.214 |     1.360 |...........|
+#> |    F| Forward Diff. |     7.640 |    0.8551 |   -0.3719 |  -0.04853 |
+#> |.....................|   -0.1037 |    -4.111 |     2.689 |    0.5674 |
+#> |.....................|    -1.653 |    -2.095 |    -1.726 |...........|
+#> |   47|     480.39597 |     1.001 |    -1.227 |   -0.9185 |   -0.8998 |
+#> |.....................|   -0.8492 |   -0.5300 |   -0.9618 |    -1.002 |
+#> |.....................|   -0.6215 |   -0.7547 |   -0.6809 |...........|
+#> |    U|     480.39597 |     94.13 |    -5.627 |    -1.007 |   -0.2045 |
+#> |.....................|     2.100 |     1.863 |    0.6947 |    0.7530 |
+#> |.....................|     1.482 |     1.214 |     1.361 |...........|
+#> |    X|     480.39597 |     94.13 |  0.003598 |    0.2676 |    0.8151 |
+#> |.....................|     8.165 |     1.863 |    0.6947 |    0.7530 |
+#> |.....................|     1.482 |     1.214 |     1.361 |...........|
+#> |    F| Forward Diff. |    -4.827 |    0.8487 |   -0.3865 |  -0.05558 |
+#> |.....................|   -0.1453 |    -3.997 |     2.662 |    0.5449 |
+#> |.....................|    -1.580 |    -2.061 |    -1.701 |...........|
+#> |   48|     480.38900 |     1.002 |    -1.229 |   -0.9184 |   -0.8998 |
+#> |.....................|   -0.8491 |   -0.5297 |   -0.9626 |    -1.002 |
+#> |.....................|   -0.6211 |   -0.7540 |   -0.6805 |...........|
+#> |    U|       480.389 |     94.20 |    -5.629 |    -1.007 |   -0.2044 |
+#> |.....................|     2.100 |     1.864 |    0.6940 |    0.7529 |
+#> |.....................|     1.482 |     1.215 |     1.361 |...........|
+#> |    X|       480.389 |     94.20 |  0.003593 |    0.2676 |    0.8151 |
+#> |.....................|     8.166 |     1.864 |    0.6940 |    0.7529 |
+#> |.....................|     1.482 |     1.215 |     1.361 |...........|
+#> |    F| Forward Diff. |     7.052 |    0.8465 |   -0.3544 |  -0.04836 |
+#> |.....................|   -0.1022 |    -3.917 |     2.636 |    0.5926 |
+#> |.....................|    -1.553 |    -2.027 |    -1.689 |...........|
+#> |   49|     480.38219 |     1.001 |    -1.230 |   -0.9183 |   -0.8998 |
+#> |.....................|   -0.8491 |   -0.5296 |   -0.9634 |    -1.002 |
+#> |.....................|   -0.6209 |   -0.7534 |   -0.6801 |...........|
+#> |    U|     480.38219 |     94.13 |    -5.630 |    -1.007 |   -0.2044 |
+#> |.....................|     2.100 |     1.864 |    0.6934 |    0.7529 |
+#> |.....................|     1.482 |     1.216 |     1.362 |...........|
+#> |    X|     480.38219 |     94.13 |  0.003587 |    0.2676 |    0.8151 |
+#> |.....................|     8.166 |     1.864 |    0.6934 |    0.7529 |
+#> |.....................|     1.482 |     1.216 |     1.362 |...........|
+#> |    F| Forward Diff. |    -4.619 |    0.8406 |   -0.3725 |  -0.05439 |
+#> |.....................|   -0.1411 |    -3.915 |     2.594 |   -0.6808 |
+#> |.....................|    -1.519 |    -1.986 |    -1.659 |...........|
+#> |   50|     480.37598 |     1.002 |    -1.232 |   -0.9180 |   -0.8998 |
+#> |.....................|   -0.8490 |   -0.5292 |   -0.9644 |    -1.002 |
+#> |.....................|   -0.6206 |   -0.7528 |   -0.6796 |...........|
+#> |    U|     480.37598 |     94.20 |    -5.632 |    -1.007 |   -0.2044 |
+#> |.....................|     2.100 |     1.864 |    0.6927 |    0.7530 |
+#> |.....................|     1.483 |     1.216 |     1.362 |...........|
+#> |    X|     480.37598 |     94.20 |  0.003582 |    0.2677 |    0.8152 |
+#> |.....................|     8.167 |     1.864 |    0.6927 |    0.7530 |
+#> |.....................|     1.483 |     1.216 |     1.362 |...........|
+#> |    F| Forward Diff. |     6.566 |    0.8383 |   -0.3380 |  -0.04700 |
+#> |.....................|  -0.09943 |    -3.949 |     2.377 |    0.5751 |
+#> |.....................|    -1.561 |    -1.951 |    -1.641 |...........|
+#> |   51|     480.36982 |     1.001 |    -1.233 |   -0.9178 |   -0.8997 |
+#> |.....................|   -0.8489 |   -0.5291 |   -0.9651 |    -1.002 |
+#> |.....................|   -0.6204 |   -0.7522 |   -0.6792 |...........|
+#> |    U|     480.36982 |     94.12 |    -5.633 |    -1.006 |   -0.2043 |
+#> |.....................|     2.100 |     1.864 |    0.6922 |    0.7530 |
+#> |.....................|     1.483 |     1.217 |     1.363 |...........|
+#> |    X|     480.36982 |     94.12 |  0.003577 |    0.2677 |    0.8152 |
+#> |.....................|     8.167 |     1.864 |    0.6922 |    0.7530 |
+#> |.....................|     1.483 |     1.217 |     1.363 |...........|
+#> |    F| Forward Diff. |    -5.243 |    0.8317 |   -0.3515 |  -0.05392 |
+#> |.....................|   -0.1358 |    -3.830 |     2.493 |    0.5823 |
+#> |.....................|    -1.510 |    -1.918 |    -1.620 |...........|
+#> |   52|     480.36331 |     1.002 |    -1.235 |   -0.9176 |   -0.8997 |
+#> |.....................|   -0.8489 |   -0.5289 |   -0.9659 |    -1.002 |
+#> |.....................|   -0.6201 |   -0.7516 |   -0.6788 |...........|
+#> |    U|     480.36331 |     94.19 |    -5.635 |    -1.006 |   -0.2043 |
+#> |.....................|     2.100 |     1.864 |    0.6916 |    0.7530 |
+#> |.....................|     1.483 |     1.218 |     1.363 |...........|
+#> |    X|     480.36331 |     94.19 |  0.003572 |    0.2677 |    0.8152 |
+#> |.....................|     8.168 |     1.864 |    0.6916 |    0.7530 |
+#> |.....................|     1.483 |     1.218 |     1.363 |...........|
+#> |    F| Forward Diff. |     5.492 |    0.8288 |   -0.3226 |  -0.04732 |
+#> |.....................|  -0.09956 |    -3.829 |     2.435 |    0.5676 |
+#> |.....................|    -1.517 |    -1.882 |    -1.604 |...........|
+#> |   53|     480.35731 |     1.001 |    -1.236 |   -0.9175 |   -0.8996 |
+#> |.....................|   -0.8488 |   -0.5288 |   -0.9666 |    -1.002 |
+#> |.....................|   -0.6198 |   -0.7510 |   -0.6783 |...........|
+#> |    U|     480.35731 |     94.12 |    -5.636 |    -1.006 |   -0.2043 |
+#> |.....................|     2.100 |     1.864 |    0.6910 |    0.7529 |
+#> |.....................|     1.484 |     1.218 |     1.364 |...........|
+#> |    X|     480.35731 |     94.12 |  0.003566 |    0.2678 |    0.8152 |
+#> |.....................|     8.168 |     1.864 |    0.6910 |    0.7529 |
+#> |.....................|     1.484 |     1.218 |     1.364 |...........|
+#> |    F| Forward Diff. |    -5.442 |    0.8230 |   -0.3401 |  -0.05270 |
+#> |.....................|   -0.1329 |    -3.818 |     2.394 |   -0.6865 |
+#> |.....................|    -1.462 |    -1.826 |    -1.568 |...........|
+#> |   54|     480.35158 |     1.002 |    -1.238 |   -0.9173 |   -0.8996 |
+#> |.....................|   -0.8487 |   -0.5286 |   -0.9675 |    -1.002 |
+#> |.....................|   -0.6197 |   -0.7504 |   -0.6779 |...........|
+#> |    U|     480.35158 |     94.19 |    -5.638 |    -1.006 |   -0.2042 |
+#> |.....................|     2.100 |     1.864 |    0.6904 |    0.7530 |
+#> |.....................|     1.484 |     1.219 |     1.364 |...........|
+#> |    X|     480.35158 |     94.19 |  0.003561 |    0.2678 |    0.8153 |
+#> |.....................|     8.169 |     1.864 |    0.6904 |    0.7530 |
+#> |.....................|     1.484 |     1.219 |     1.364 |...........|
+#> |    F| Forward Diff. |     5.119 |    0.8198 |   -0.3066 |  -0.04724 |
+#> |.....................|   -0.1005 |    -3.787 |     2.338 |    0.5896 |
+#> |.....................|    -1.465 |    -1.812 |    -1.559 |...........|
+#> |   55|     480.34603 |     1.001 |    -1.239 |   -0.9170 |   -0.8996 |
+#> |.....................|   -0.8486 |   -0.5283 |   -0.9683 |    -1.002 |
+#> |.....................|   -0.6195 |   -0.7499 |   -0.6775 |...........|
+#> |    U|     480.34603 |     94.12 |    -5.639 |    -1.006 |   -0.2042 |
+#> |.....................|     2.100 |     1.865 |    0.6897 |    0.7530 |
+#> |.....................|     1.484 |     1.220 |     1.364 |...........|
+#> |    X|     480.34603 |     94.12 |  0.003555 |    0.2679 |    0.8153 |
+#> |.....................|     8.170 |     1.865 |    0.6897 |    0.7530 |
+#> |.....................|     1.484 |     1.220 |     1.364 |...........|
+#> |    F| Forward Diff. |    -5.669 |    0.8137 |   -0.3182 |  -0.05158 |
+#> |.....................|   -0.1292 |    -3.845 |     2.251 |    0.5349 |
+#> |.....................|    -1.532 |    -1.781 |    -1.537 |...........|
+#> |   56|     480.33997 |     1.002 |    -1.241 |   -0.9169 |   -0.8995 |
+#> |.....................|   -0.8486 |   -0.5282 |   -0.9690 |    -1.002 |
+#> |.....................|   -0.6192 |   -0.7493 |   -0.6772 |...........|
+#> |    U|     480.33997 |     94.19 |    -5.641 |    -1.005 |   -0.2041 |
+#> |.....................|     2.101 |     1.865 |    0.6892 |    0.7529 |
+#> |.....................|     1.484 |     1.220 |     1.365 |...........|
+#> |    X|     480.33997 |     94.19 |  0.003550 |    0.2679 |    0.8153 |
+#> |.....................|     8.170 |     1.865 |    0.6892 |    0.7529 |
+#> |.....................|     1.484 |     1.220 |     1.365 |...........|
+#> |    F| Forward Diff. |     4.944 |    0.8109 |   -0.2900 |  -0.04418 |
+#> |.....................|  -0.09220 |    -3.817 |     2.207 |    0.5423 |
+#> |.....................|    -1.530 |    -1.750 |    -1.524 |...........|
+#> |   57|     480.33440 |     1.001 |    -1.242 |   -0.9168 |   -0.8995 |
+#> |.....................|   -0.8485 |   -0.5280 |   -0.9697 |    -1.002 |
+#> |.....................|   -0.6188 |   -0.7487 |   -0.6768 |...........|
+#> |    U|      480.3344 |     94.12 |    -5.642 |    -1.005 |   -0.2041 |
+#> |.....................|     2.101 |     1.865 |    0.6887 |    0.7529 |
+#> |.....................|     1.485 |     1.221 |     1.365 |...........|
+#> |    X|      480.3344 |     94.12 |  0.003544 |    0.2679 |    0.8154 |
+#> |.....................|     8.171 |     1.865 |    0.6887 |    0.7529 |
+#> |.....................|     1.485 |     1.221 |     1.365 |...........|
+#> |    F| Forward Diff. |    -5.630 |    0.8048 |   -0.3070 |  -0.04965 |
+#> |.....................|   -0.1246 |    -3.770 |     2.179 |    0.5400 |
+#> |.....................|    -1.465 |    -1.710 |    -1.500 |...........|
+#> |   58|     480.32852 |     1.002 |    -1.244 |   -0.9167 |   -0.8994 |
+#> |.....................|   -0.8485 |   -0.5278 |   -0.9703 |    -1.002 |
+#> |.....................|   -0.6184 |   -0.7482 |   -0.6764 |...........|
+#> |    U|     480.32852 |     94.19 |    -5.644 |    -1.005 |   -0.2041 |
+#> |.....................|     2.101 |     1.865 |    0.6882 |    0.7528 |
+#> |.....................|     1.485 |     1.221 |     1.366 |...........|
+#> |    X|     480.32852 |     94.19 |  0.003538 |    0.2679 |    0.8154 |
+#> |.....................|     8.171 |     1.865 |    0.6882 |    0.7528 |
+#> |.....................|     1.485 |     1.221 |     1.366 |...........|
+#> |    F| Forward Diff. |     4.819 |    0.8018 |   -0.2789 |  -0.04260 |
+#> |.....................|  -0.08823 |    -3.653 |     2.177 |   -0.6593 |
+#> |.....................|    -1.384 |    -1.678 |    -1.478 |...........|
+#> |   59|     480.32382 |     1.001 |    -1.246 |   -0.9164 |   -0.8994 |
+#> |.....................|   -0.8484 |   -0.5276 |   -0.9711 |    -1.002 |
+#> |.....................|   -0.6183 |   -0.7477 |   -0.6761 |...........|
+#> |    U|     480.32382 |     94.12 |    -5.646 |    -1.005 |   -0.2040 |
+#> |.....................|     2.101 |     1.865 |    0.6876 |    0.7529 |
+#> |.....................|     1.486 |     1.222 |     1.366 |...........|
+#> |    X|     480.32382 |     94.12 |  0.003533 |    0.2680 |    0.8155 |
+#> |.....................|     8.172 |     1.865 |    0.6876 |    0.7529 |
+#> |.....................|     1.486 |     1.222 |     1.366 |...........|
+#> |    F| Forward Diff. |    -5.225 |    0.7951 |   -0.2896 |  -0.04843 |
+#> |.....................|   -0.1194 |    -3.720 |     2.091 |   -0.7072 |
+#> |.....................|    -1.430 |    -1.641 |    -1.454 |...........|
+#> |   60|     480.31902 |     1.002 |    -1.247 |   -0.9160 |   -0.8993 |
+#> |.....................|   -0.8482 |   -0.5273 |   -0.9719 |    -1.002 |
+#> |.....................|   -0.6182 |   -0.7473 |   -0.6757 |...........|
+#> |    U|     480.31902 |     94.19 |    -5.647 |    -1.005 |   -0.2039 |
+#> |.....................|     2.101 |     1.865 |    0.6870 |    0.7531 |
+#> |.....................|     1.486 |     1.222 |     1.367 |...........|
+#> |    X|     480.31902 |     94.19 |  0.003527 |    0.2681 |    0.8155 |
+#> |.....................|     8.173 |     1.865 |    0.6870 |    0.7531 |
+#> |.....................|     1.486 |     1.222 |     1.367 |...........|
+#> |    F| Forward Diff. |     4.904 |    0.7922 |   -0.2469 |  -0.04034 |
+#> |.....................|  -0.08539 |    -3.545 |     2.094 |   -0.6237 |
+#> |.....................|    -1.331 |    -1.619 |    -1.454 |...........|
+#> |   61|     480.31471 |     1.001 |    -1.249 |   -0.9156 |   -0.8993 |
+#> |.....................|   -0.8481 |   -0.5271 |   -0.9727 |    -1.001 |
+#> |.....................|   -0.6181 |   -0.7468 |   -0.6753 |...........|
+#> |    U|     480.31471 |     94.12 |    -5.649 |    -1.004 |   -0.2039 |
+#> |.....................|     2.101 |     1.866 |    0.6864 |    0.7533 |
+#> |.....................|     1.486 |     1.223 |     1.367 |...........|
+#> |    X|     480.31471 |     94.12 |  0.003522 |    0.2681 |    0.8156 |
+#> |.....................|     8.174 |     1.866 |    0.6864 |    0.7533 |
+#> |.....................|     1.486 |     1.223 |     1.367 |...........|
+#> |    F| Forward Diff. |    -5.295 |    0.7853 |   -0.2507 |  -0.04627 |
+#> |.....................|   -0.1126 |    -3.760 |     1.942 |   -0.7288 |
+#> |.....................|    -1.482 |    -1.617 |    -1.436 |...........|
+#> |   62|     480.31013 |     1.002 |    -1.250 |   -0.9152 |   -0.8992 |
+#> |.....................|   -0.8480 |   -0.5269 |   -0.9734 |    -1.001 |
+#> |.....................|   -0.6180 |   -0.7464 |   -0.6750 |...........|
+#> |    U|     480.31013 |     94.19 |    -5.650 |    -1.004 |   -0.2038 |
+#> |.....................|     2.101 |     1.866 |    0.6859 |    0.7535 |
+#> |.....................|     1.486 |     1.223 |     1.367 |...........|
+#> |    X|     480.31013 |     94.19 |  0.003516 |    0.2682 |    0.8156 |
+#> |.....................|     8.175 |     1.866 |    0.6859 |    0.7535 |
+#> |.....................|     1.486 |     1.223 |     1.367 |...........|
+#> |    F| Forward Diff. |     4.435 |    0.7821 |   -0.2118 |  -0.03855 |
+#> |.....................|  -0.07590 |    -3.495 |     2.000 |   -0.6027 |
+#> |.....................|    -1.382 |    -1.576 |    -1.413 |...........|
+#> |   63|     480.30581 |     1.001 |    -1.252 |   -0.9149 |   -0.8991 |
+#> |.....................|   -0.8479 |   -0.5266 |   -0.9741 |    -1.001 |
+#> |.....................|   -0.6178 |   -0.7459 |   -0.6746 |...........|
+#> |    U|     480.30581 |     94.12 |    -5.652 |    -1.003 |   -0.2037 |
+#> |.....................|     2.101 |     1.866 |    0.6854 |    0.7536 |
+#> |.....................|     1.486 |     1.224 |     1.368 |...........|
+#> |    X|     480.30581 |     94.12 |  0.003510 |    0.2683 |    0.8157 |
+#> |.....................|     8.176 |     1.866 |    0.6854 |    0.7536 |
+#> |.....................|     1.486 |     1.224 |     1.368 |...........|
+#> |    F| Forward Diff. |    -5.315 |    0.7789 |   -0.2090 |  -0.03720 |
+#> |.....................|  -0.09944 |    -3.577 |     1.911 |   -0.6518 |
+#> |.....................|    -1.378 |    -1.528 |    -1.376 |...........|
+#> |   64|     480.30125 |     1.002 |    -1.254 |   -0.9146 |   -0.8990 |
+#> |.....................|   -0.8478 |   -0.5264 |   -0.9748 |    -1.001 |
+#> |.....................|   -0.6176 |   -0.7454 |   -0.6743 |...........|
+#> |    U|     480.30125 |     94.19 |    -5.654 |    -1.003 |   -0.2037 |
+#> |.....................|     2.101 |     1.866 |    0.6848 |    0.7538 |
+#> |.....................|     1.486 |     1.224 |     1.368 |...........|
+#> |    X|     480.30125 |     94.19 |  0.003505 |    0.2683 |    0.8157 |
+#> |.....................|     8.177 |     1.866 |    0.6848 |    0.7538 |
+#> |.....................|     1.486 |     1.224 |     1.368 |...........|
+#> |    F| Forward Diff. |     4.353 |    0.7723 |   -0.1834 |  -0.03622 |
+#> |.....................|  -0.07047 |    -3.672 |     1.822 |   -0.6713 |
+#> |.....................|    -1.445 |    -1.532 |    -1.389 |...........|
+#> |   65|     480.29714 |     1.001 |    -1.255 |   -0.9143 |   -0.8990 |
+#> |.....................|   -0.8476 |   -0.5261 |   -0.9754 |    -1.001 |
+#> |.....................|   -0.6174 |   -0.7450 |   -0.6740 |...........|
+#> |    U|     480.29714 |     94.12 |    -5.655 |    -1.003 |   -0.2036 |
+#> |.....................|     2.101 |     1.866 |    0.6843 |    0.7539 |
+#> |.....................|     1.487 |     1.225 |     1.369 |...........|
+#> |    X|     480.29714 |     94.12 |  0.003499 |    0.2684 |    0.8158 |
+#> |.....................|     8.178 |     1.866 |    0.6843 |    0.7539 |
+#> |.....................|     1.487 |     1.225 |     1.369 |...........|
+#> |    F| Forward Diff. |    -5.435 |    0.7663 |   -0.1878 |  -0.03986 |
+#> |.....................|   -0.1019 |    -3.343 |     1.893 |    0.6711 |
+#> |.....................|    -1.269 |    -1.487 |    -1.354 |...........|
+#> |   66|     480.29215 |     1.002 |    -1.257 |   -0.9143 |   -0.8989 |
+#> |.....................|   -0.8476 |   -0.5260 |   -0.9760 |    -1.001 |
+#> |.....................|   -0.6172 |   -0.7444 |   -0.6736 |...........|
+#> |    U|     480.29215 |     94.18 |    -5.657 |    -1.003 |   -0.2036 |
+#> |.....................|     2.102 |     1.867 |    0.6839 |    0.7538 |
+#> |.....................|     1.487 |     1.226 |     1.369 |...........|
+#> |    X|     480.29215 |     94.18 |  0.003493 |    0.2684 |    0.8158 |
+#> |.....................|     8.179 |     1.867 |    0.6839 |    0.7538 |
+#> |.....................|     1.487 |     1.226 |     1.369 |...........|
+#> |    F| Forward Diff. |     4.161 |    0.7621 |   -0.1686 |  -0.03452 |
+#> |.....................|  -0.06632 |    -3.552 |     1.775 |    0.6057 |
+#> |.....................|    -1.379 |    -1.473 |    -1.364 |...........|
+#> |   67|     480.28721 |     1.001 |    -1.259 |   -0.9145 |   -0.8989 |
+#> |.....................|   -0.8476 |   -0.5257 |   -0.9765 |    -1.001 |
+#> |.....................|   -0.6170 |   -0.7439 |   -0.6732 |...........|
+#> |    U|     480.28721 |     94.12 |    -5.659 |    -1.003 |   -0.2035 |
+#> |.....................|     2.102 |     1.867 |    0.6836 |    0.7537 |
+#> |.....................|     1.487 |     1.226 |     1.369 |...........|
+#> |    X|     480.28721 |     94.12 |  0.003487 |    0.2684 |    0.8159 |
+#> |.....................|     8.179 |     1.867 |    0.6836 |    0.7537 |
+#> |.....................|     1.487 |     1.226 |     1.369 |...........|
+#> |    F| Forward Diff. |    -4.925 |    0.7584 |   -0.1913 |  -0.03513 |
+#> |.....................|  -0.09132 |    -3.418 |     1.781 |   -0.6203 |
+#> |.....................|    -1.349 |    -1.417 |    -1.313 |...........|
+#> |   68|     480.28278 |     1.002 |    -1.260 |   -0.9144 |   -0.8988 |
+#> |.....................|   -0.8475 |   -0.5255 |   -0.9770 |    -1.001 |
+#> |.....................|   -0.6167 |   -0.7434 |   -0.6728 |...........|
+#> |    U|     480.28278 |     94.19 |    -5.660 |    -1.003 |   -0.2035 |
+#> |.....................|     2.102 |     1.867 |    0.6832 |    0.7537 |
+#> |.....................|     1.487 |     1.227 |     1.370 |...........|
+#> |    X|     480.28278 |     94.19 |  0.003481 |    0.2684 |    0.8159 |
+#> |.....................|     8.179 |     1.867 |    0.6832 |    0.7537 |
+#> |.....................|     1.487 |     1.227 |     1.370 |...........|
+#> |    F| Forward Diff. |     4.442 |    0.7524 |   -0.1734 |  -0.03276 |
+#> |.....................|  -0.06267 |    -3.400 |     1.746 |   -0.5960 |
+#> |.....................|    -1.307 |    -1.411 |    -1.323 |...........|
+#> |   69|     480.27897 |     1.001 |    -1.262 |   -0.9141 |   -0.8988 |
+#> |.....................|   -0.8474 |   -0.5252 |   -0.9776 |    -1.001 |
+#> |.....................|   -0.6165 |   -0.7431 |   -0.6724 |...........|
+#> |    U|     480.27897 |     94.13 |    -5.662 |    -1.003 |   -0.2034 |
+#> |.....................|     2.102 |     1.867 |    0.6827 |    0.7539 |
+#> |.....................|     1.488 |     1.227 |     1.370 |...........|
+#> |    X|     480.27897 |     94.13 |  0.003475 |    0.2684 |    0.8159 |
+#> |.....................|     8.180 |     1.867 |    0.6827 |    0.7539 |
+#> |.....................|     1.488 |     1.227 |     1.370 |...........|
+#> |    F| Forward Diff. |    -4.732 |    0.7463 |   -0.1764 |  -0.03625 |
+#> |.....................|  -0.08933 |    -3.375 |     1.716 |    0.6486 |
+#> |.....................|    -1.273 |    -1.374 |    -1.283 |...........|
+#> |   70|     480.27440 |     1.002 |    -1.264 |   -0.9140 |   -0.8987 |
+#> |.....................|   -0.8473 |   -0.5250 |   -0.9782 |    -1.001 |
+#> |.....................|   -0.6164 |   -0.7427 |   -0.6721 |...........|
+#> |    U|      480.2744 |     94.19 |    -5.664 |    -1.003 |   -0.2034 |
+#> |.....................|     2.102 |     1.867 |    0.6823 |    0.7538 |
+#> |.....................|     1.488 |     1.227 |     1.371 |...........|
+#> |    X|      480.2744 |     94.19 |  0.003469 |    0.2684 |    0.8160 |
+#> |.....................|     8.181 |     1.867 |    0.6823 |    0.7538 |
+#> |.....................|     1.488 |     1.227 |     1.371 |...........|
+#> |    F| Forward Diff. |     4.305 |    0.7431 |   -0.1535 |  -0.02884 |
+#> |.....................|  -0.05624 |    -3.424 |     1.641 |   -0.6166 |
+#> |.....................|    -1.366 |    -1.368 |    -1.291 |...........|
+#> |   71|     480.27043 |     1.001 |    -1.266 |   -0.9140 |   -0.8987 |
+#> |.....................|   -0.8473 |   -0.5247 |   -0.9786 |    -1.001 |
+#> |.....................|   -0.6161 |   -0.7423 |   -0.6718 |...........|
+#> |    U|     480.27043 |     94.13 |    -5.666 |    -1.002 |   -0.2033 |
+#> |.....................|     2.102 |     1.868 |    0.6819 |    0.7539 |
+#> |.....................|     1.488 |     1.228 |     1.371 |...........|
+#> |    X|     480.27043 |     94.13 |  0.003463 |    0.2685 |    0.8160 |
+#> |.....................|     8.181 |     1.868 |    0.6819 |    0.7539 |
+#> |.....................|     1.488 |     1.228 |     1.371 |...........|
+#> |    F| Forward Diff. |    -4.306 |    0.7372 |   -0.1665 |  -0.03186 |
+#> |.....................|  -0.08221 |    -3.333 |     1.631 |   -0.6040 |
+#> |.....................|    -1.265 |    -1.322 |    -1.255 |...........|
+#> |   72|     480.26665 |     1.002 |    -1.267 |   -0.9136 |   -0.8986 |
+#> |.....................|   -0.8471 |   -0.5244 |   -0.9791 |    -1.001 |
+#> |.....................|   -0.6160 |   -0.7419 |   -0.6714 |...........|
+#> |    U|     480.26665 |     94.19 |    -5.667 |    -1.002 |   -0.2032 |
+#> |.....................|     2.102 |     1.868 |    0.6815 |    0.7540 |
+#> |.....................|     1.488 |     1.228 |     1.371 |...........|
+#> |    X|     480.26665 |     94.19 |  0.003457 |    0.2685 |    0.8161 |
+#> |.....................|     8.182 |     1.868 |    0.6815 |    0.7540 |
+#> |.....................|     1.488 |     1.228 |     1.371 |...........|
+#> |    F| Forward Diff. |     4.654 |    0.7327 |   -0.1326 |  -0.02617 |
+#> |.....................|  -0.04981 |    -3.394 |     1.559 |   -0.6139 |
+#> |.....................|    -1.358 |    -1.341 |    -1.268 |...........|
+#> |   73|     480.26300 |     1.001 |    -1.269 |   -0.9132 |   -0.8985 |
+#> |.....................|   -0.8470 |   -0.5241 |   -0.9796 |    -1.000 |
+#> |.....................|   -0.6158 |   -0.7416 |   -0.6711 |...........|
+#> |    U|       480.263 |     94.13 |    -5.669 |    -1.002 |   -0.2032 |
+#> |.....................|     2.102 |     1.868 |    0.6812 |    0.7542 |
+#> |.....................|     1.488 |     1.229 |     1.372 |...........|
+#> |    X|       480.263 |     94.13 |  0.003451 |    0.2686 |    0.8162 |
+#> |.....................|     8.183 |     1.868 |    0.6812 |    0.7542 |
+#> |.....................|     1.488 |     1.229 |     1.372 |...........|
+#> |    F| Forward Diff. |    -4.009 |    0.7258 |   -0.1343 |  -0.03035 |
+#> |.....................|  -0.07619 |    -3.164 |     1.609 |   -0.5397 |
+#> |.....................|    -1.251 |    -1.282 |    -1.219 |...........|
+#> |   74|     480.25930 |     1.002 |    -1.271 |   -0.9130 |   -0.8985 |
+#> |.....................|   -0.8469 |   -0.5239 |   -0.9802 |    -1.000 |
+#> |.....................|   -0.6155 |   -0.7412 |   -0.6708 |...........|
+#> |    U|      480.2593 |     94.19 |    -5.671 |    -1.002 |   -0.2031 |
+#> |.....................|     2.102 |     1.868 |    0.6807 |    0.7543 |
+#> |.....................|     1.489 |     1.229 |     1.372 |...........|
+#> |    X|      480.2593 |     94.19 |  0.003445 |    0.2686 |    0.8162 |
+#> |.....................|     8.184 |     1.868 |    0.6807 |    0.7543 |
+#> |.....................|     1.489 |     1.229 |     1.372 |...........|
+#> |    F| Forward Diff. |     4.851 |    0.7223 |   -0.1045 |  -0.02290 |
+#> |.....................|  -0.04316 |    -3.376 |     1.478 |    0.6193 |
+#> |.....................|    -1.343 |    -1.302 |    -1.232 |...........|
+#> |   75|     480.25486 |     1.001 |    -1.273 |   -0.9131 |   -0.8984 |
+#> |.....................|   -0.8469 |   -0.5237 |   -0.9805 |    -1.000 |
+#> |.....................|   -0.6152 |   -0.7408 |   -0.6705 |...........|
+#> |    U|     480.25486 |     94.14 |    -5.673 |    -1.002 |   -0.2030 |
+#> |.....................|     2.102 |     1.868 |    0.6805 |    0.7542 |
+#> |.....................|     1.489 |     1.230 |     1.373 |...........|
+#> |    X|     480.25486 |     94.14 |  0.003439 |    0.2686 |    0.8162 |
+#> |.....................|     8.184 |     1.868 |    0.6805 |    0.7542 |
+#> |.....................|     1.489 |     1.230 |     1.373 |...........|
+#> |    F| Forward Diff. |    -3.282 |    0.7167 |   -0.1236 |  -0.02586 |
+#> |.....................|  -0.06793 |    -3.294 |     1.470 |    0.6693 |
+#> |.....................|    -1.247 |    -1.242 |    -1.194 |...........|
+#> |   76|     480.25000 |     1.002 |    -1.274 |   -0.9134 |   -0.8984 |
+#> |.....................|   -0.8469 |   -0.5231 |   -0.9806 |    -1.001 |
+#> |.....................|   -0.6147 |   -0.7402 |   -0.6701 |...........|
+#> |    U|        480.25 |     94.20 |    -5.674 |    -1.002 |   -0.2030 |
+#> |.....................|     2.102 |     1.869 |    0.6804 |    0.7539 |
+#> |.....................|     1.490 |     1.230 |     1.373 |...........|
+#> |    X|        480.25 |     94.20 |  0.003434 |    0.2686 |    0.8163 |
+#> |.....................|     8.184 |     1.869 |    0.6804 |    0.7539 |
+#> |.....................|     1.490 |     1.230 |     1.373 |...........|
+#> |    F| Forward Diff. |     5.823 |    0.7134 |   -0.1173 |  -0.02040 |
+#> |.....................|  -0.04062 |    -3.151 |     1.491 |   -0.5685 |
+#> |.....................|    -1.243 |    -1.237 |    -1.210 |...........|
+#> |   77|     480.24598 |     1.001 |    -1.276 |   -0.9134 |   -0.8984 |
+#> |.....................|   -0.8469 |   -0.5229 |   -0.9809 |    -1.001 |
+#> |.....................|   -0.6145 |   -0.7399 |   -0.6698 |...........|
+#> |    U|     480.24598 |     94.13 |    -5.676 |    -1.002 |   -0.2030 |
+#> |.....................|     2.102 |     1.869 |    0.6802 |    0.7539 |
+#> |.....................|     1.490 |     1.231 |     1.373 |...........|
+#> |    X|     480.24598 |     94.13 |  0.003427 |    0.2686 |    0.8163 |
+#> |.....................|     8.184 |     1.869 |    0.6802 |    0.7539 |
+#> |.....................|     1.490 |     1.231 |     1.373 |...........|
+#> |    F| Forward Diff. |    -3.294 |    0.7076 |   -0.1362 |  -0.02383 |
+#> |.....................|  -0.06566 |    -3.147 |     1.461 |    0.6663 |
+#> |.....................|    -1.244 |    -1.185 |    -1.155 |...........|
+#> |   78|     480.24152 |     1.002 |    -1.278 |   -0.9134 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5225 |   -0.9813 |    -1.001 |
+#> |.....................|   -0.6142 |   -0.7395 |   -0.6694 |...........|
+#> |    U|     480.24152 |     94.19 |    -5.678 |    -1.002 |   -0.2030 |
+#> |.....................|     2.102 |     1.869 |    0.6799 |    0.7538 |
+#> |.....................|     1.490 |     1.231 |     1.374 |...........|
+#> |    X|     480.24152 |     94.19 |  0.003421 |    0.2686 |    0.8163 |
+#> |.....................|     8.184 |     1.869 |    0.6799 |    0.7538 |
+#> |.....................|     1.490 |     1.231 |     1.374 |...........|
+#> |    F| Forward Diff. |     4.573 |    0.7031 |   -0.1214 |  -0.01999 |
+#> |.....................|  -0.04022 |    -3.129 |     1.425 |    0.6287 |
+#> |.....................|    -1.274 |    -1.197 |    -1.174 |...........|
+#> |   79|     480.23703 |     1.001 |    -1.280 |   -0.9136 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5223 |   -0.9815 |    -1.001 |
+#> |.....................|   -0.6136 |   -0.7392 |   -0.6691 |...........|
+#> |    U|     480.23703 |     94.13 |    -5.680 |    -1.002 |   -0.2030 |
+#> |.....................|     2.102 |     1.869 |    0.6797 |    0.7536 |
+#> |.....................|     1.491 |     1.231 |     1.374 |...........|
+#> |    X|     480.23703 |     94.13 |  0.003415 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.869 |    0.6797 |    0.7536 |
+#> |.....................|     1.491 |     1.231 |     1.374 |...........|
+#> |    F| Forward Diff. |    -3.496 |    0.6977 |   -0.1464 |  -0.02500 |
+#> |.....................|  -0.06997 |    -3.031 |     1.316 |    0.6455 |
+#> |.....................|    -1.198 |    -1.144 |    -1.124 |...........|
+#> |   80|     480.23246 |     1.002 |    -1.281 |   -0.9138 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5219 |   -0.9816 |    -1.001 |
+#> |.....................|   -0.6131 |   -0.7387 |   -0.6687 |...........|
+#> |    U|     480.23246 |     94.19 |    -5.681 |    -1.002 |   -0.2030 |
+#> |.....................|     2.102 |     1.870 |    0.6796 |    0.7533 |
+#> |.....................|     1.492 |     1.232 |     1.375 |...........|
+#> |    X|     480.23246 |     94.19 |  0.003409 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.870 |    0.6796 |    0.7533 |
+#> |.....................|     1.492 |     1.232 |     1.375 |...........|
+#> |    F| Forward Diff. |     4.825 |    0.6940 |   -0.1347 |  -0.01919 |
+#> |.....................|  -0.03939 |    -3.118 |     1.378 |    0.5922 |
+#> |.....................|    -1.219 |    -1.136 |    -1.127 |...........|
+#> |   81|     480.22809 |     1.001 |    -1.283 |   -0.9138 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5217 |   -0.9816 |    -1.002 |
+#> |.....................|   -0.6127 |   -0.7384 |   -0.6684 |...........|
+#> |    U|     480.22809 |     94.14 |    -5.683 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.870 |    0.6796 |    0.7531 |
+#> |.....................|     1.492 |     1.232 |     1.375 |...........|
+#> |    X|     480.22809 |     94.14 |  0.003403 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.870 |    0.6796 |    0.7531 |
+#> |.....................|     1.492 |     1.232 |     1.375 |...........|
+#> |    F| Forward Diff. |    -3.001 |    0.6885 |   -0.1518 |  -0.02256 |
+#> |.....................|  -0.06414 |    -2.892 |     1.443 |    0.6415 |
+#> |.....................|    -1.085 |    -1.098 |    -1.101 |...........|
+#> |   82|     480.22387 |     1.002 |    -1.285 |   -0.9139 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5212 |   -0.9821 |    -1.002 |
+#> |.....................|   -0.6124 |   -0.7381 |   -0.6680 |...........|
+#> |    U|     480.22387 |     94.19 |    -5.685 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.870 |    0.6793 |    0.7529 |
+#> |.....................|     1.492 |     1.232 |     1.375 |...........|
+#> |    X|     480.22387 |     94.19 |  0.003397 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.870 |    0.6793 |    0.7529 |
+#> |.....................|     1.492 |     1.232 |     1.375 |...........|
+#> |    F| Forward Diff. |     5.360 |    0.6846 |   -0.1392 |  -0.01938 |
+#> |.....................|  -0.04006 |    -2.853 |     1.421 |   -0.5715 |
+#> |.....................|    -1.064 |    -1.117 |    -1.118 |...........|
+#> |   83|     480.22054 |     1.001 |    -1.287 |   -0.9139 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5210 |   -0.9826 |    -1.002 |
+#> |.....................|   -0.6125 |   -0.7380 |   -0.6676 |...........|
+#> |    U|     480.22054 |     94.14 |    -5.687 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.871 |    0.6789 |    0.7530 |
+#> |.....................|     1.492 |     1.233 |     1.376 |...........|
+#> |    X|     480.22054 |     94.14 |  0.003391 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.871 |    0.6789 |    0.7530 |
+#> |.....................|     1.492 |     1.233 |     1.376 |...........|
+#> |    F| Forward Diff. |    -2.774 |    0.6781 |   -0.1521 |  -0.02419 |
+#> |.....................|  -0.06697 |    -2.800 |     1.392 |    0.6467 |
+#> |.....................|    -1.111 |    -1.074 |    -1.064 |...........|
+#> |   84|     480.21670 |     1.002 |    -1.288 |   -0.9138 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5206 |   -0.9832 |    -1.002 |
+#> |.....................|   -0.6123 |   -0.7378 |   -0.6672 |...........|
+#> |    U|      480.2167 |     94.19 |    -5.688 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.871 |    0.6784 |    0.7529 |
+#> |.....................|     1.493 |     1.233 |     1.376 |...........|
+#> |    X|      480.2167 |     94.19 |  0.003385 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.871 |    0.6784 |    0.7529 |
+#> |.....................|     1.493 |     1.233 |     1.376 |...........|
+#> |    F| Forward Diff. |     4.519 |    0.6730 |   -0.1351 |  -0.02088 |
+#> |.....................|  -0.04118 |    -2.856 |     1.311 |    0.6094 |
+#> |.....................|    -1.165 |    -1.062 |    -1.048 |...........|
+#> |   85|     480.21269 |     1.001 |    -1.290 |   -0.9139 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5205 |   -0.9835 |    -1.002 |
+#> |.....................|   -0.6119 |   -0.7376 |   -0.6670 |...........|
+#> |    U|     480.21269 |     94.14 |    -5.690 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.871 |    0.6782 |    0.7527 |
+#> |.....................|     1.493 |     1.233 |     1.377 |...........|
+#> |    X|     480.21269 |     94.14 |  0.003379 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.871 |    0.6782 |    0.7527 |
+#> |.....................|     1.493 |     1.233 |     1.377 |...........|
+#> |    F| Forward Diff. |    -2.933 |    0.6686 |   -0.1517 |  -0.01805 |
+#> |.....................|  -0.06304 |    -2.806 |     1.298 |    0.6045 |
+#> |.....................|    -1.073 |    -1.045 |    -1.026 |...........|
+#> |   86|     480.20865 |     1.002 |    -1.292 |   -0.9139 |   -0.8983 |
+#> |.....................|   -0.8469 |   -0.5201 |   -0.9839 |    -1.002 |
+#> |.....................|   -0.6115 |   -0.7373 |   -0.6667 |...........|
+#> |    U|     480.20865 |     94.19 |    -5.692 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.871 |    0.6779 |    0.7525 |
+#> |.....................|     1.494 |     1.233 |     1.377 |...........|
+#> |    X|     480.20865 |     94.19 |  0.003373 |    0.2685 |    0.8163 |
+#> |.....................|     8.184 |     1.871 |    0.6779 |    0.7525 |
+#> |.....................|     1.494 |     1.233 |     1.377 |...........|
+#> |    F| Forward Diff. |     4.802 |    0.6647 |   -0.1367 |  -0.01906 |
+#> |.....................|  -0.03994 |    -2.699 |     1.311 |   -0.5807 |
+#> |.....................|    -1.078 |    -1.030 |    -1.030 |...........|
+#> |   87|     480.20558 |     1.001 |    -1.294 |   -0.9137 |   -0.8983 |
+#> |.....................|   -0.8468 |   -0.5199 |   -0.9842 |    -1.002 |
+#> |.....................|   -0.6113 |   -0.7372 |   -0.6665 |...........|
+#> |    U|     480.20558 |     94.14 |    -5.694 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.871 |    0.6776 |    0.7525 |
+#> |.....................|     1.494 |     1.233 |     1.377 |...........|
+#> |    X|     480.20558 |     94.14 |  0.003367 |    0.2685 |    0.8163 |
+#> |.....................|     8.185 |     1.871 |    0.6776 |    0.7525 |
+#> |.....................|     1.494 |     1.233 |     1.377 |...........|
+#> |    F| Forward Diff. |    -2.911 |    0.6576 |   -0.1438 |  -0.02051 |
+#> |.....................|  -0.06613 |    -2.751 |     1.246 |   -0.6218 |
+#> |.....................|    -1.053 |    -1.017 |    -1.010 |...........|
+#> |   88|     480.20291 |     1.002 |    -1.296 |   -0.9132 |   -0.8982 |
+#> |.....................|   -0.8467 |   -0.5195 |   -0.9848 |    -1.002 |
+#> |.....................|   -0.6112 |   -0.7370 |   -0.6662 |...........|
+#> |    U|     480.20291 |     94.19 |    -5.696 |    -1.002 |   -0.2029 |
+#> |.....................|     2.102 |     1.872 |    0.6772 |    0.7527 |
+#> |.....................|     1.494 |     1.234 |     1.377 |...........|
+#> |    X|     480.20291 |     94.19 |  0.003361 |    0.2686 |    0.8164 |
+#> |.....................|     8.186 |     1.872 |    0.6772 |    0.7527 |
+#> |.....................|     1.494 |     1.234 |     1.377 |...........|
+#> |    F| Forward Diff. |     4.296 |    0.6533 |   -0.1055 |  -0.01383 |
+#> |.....................|  -0.03435 |    -2.750 |     1.192 |   -0.6155 |
+#> |.....................|    -1.121 |    -1.037 |    -1.054 |...........|
+#> |   89|     480.20010 |     1.001 |    -1.297 |   -0.9127 |   -0.8982 |
+#> |.....................|   -0.8466 |   -0.5193 |   -0.9850 |    -1.002 |
+#> |.....................|   -0.6110 |   -0.7368 |   -0.6658 |...........|
+#> |    U|      480.2001 |     94.14 |    -5.697 |    -1.001 |   -0.2028 |
+#> |.....................|     2.103 |     1.872 |    0.6771 |    0.7528 |
+#> |.....................|     1.494 |     1.234 |     1.378 |...........|
+#> |    X|      480.2001 |     94.14 |  0.003355 |    0.2687 |    0.8164 |
+#> |.....................|     8.187 |     1.872 |    0.6771 |    0.7528 |
+#> |.....................|     1.494 |     1.234 |     1.378 |...........|
+#> |    F| Forward Diff. |    -2.841 |    0.6461 |  -0.09617 |  -0.01892 |
+#> |.....................|  -0.05600 |    -2.503 |     1.255 |    0.6797 |
+#> |.....................|   -0.9587 |    -1.006 |   -0.9794 |...........|
+#> |   90|     480.19652 |     1.002 |    -1.299 |   -0.9127 |   -0.8982 |
+#> |.....................|   -0.8466 |   -0.5191 |   -0.9853 |    -1.002 |
+#> |.....................|   -0.6108 |   -0.7364 |   -0.6653 |...........|
+#> |    U|     480.19652 |     94.19 |    -5.699 |    -1.001 |   -0.2028 |
+#> |.....................|     2.103 |     1.872 |    0.6768 |    0.7526 |
+#> |.....................|     1.494 |     1.234 |     1.378 |...........|
+#> |    X|     480.19652 |     94.19 |  0.003349 |    0.2687 |    0.8164 |
+#> |.....................|     8.187 |     1.872 |    0.6768 |    0.7526 |
+#> |.....................|     1.494 |     1.234 |     1.378 |...........|
+#> |   91|     480.19461 |     1.002 |    -1.301 |   -0.9128 |   -0.8982 |
+#> |.....................|   -0.8466 |   -0.5193 |   -0.9855 |    -1.002 |
+#> |.....................|   -0.6107 |   -0.7361 |   -0.6650 |...........|
+#> |    U|     480.19461 |     94.18 |    -5.701 |    -1.001 |   -0.2028 |
+#> |.....................|     2.103 |     1.872 |    0.6767 |    0.7526 |
+#> |.....................|     1.494 |     1.235 |     1.379 |...........|
+#> |    X|     480.19461 |     94.18 |  0.003342 |    0.2687 |    0.8164 |
+#> |.....................|     8.187 |     1.872 |    0.6767 |    0.7526 |
+#> |.....................|     1.494 |     1.235 |     1.379 |...........|
+#> |   92|     480.18441 |     1.002 |    -1.313 |   -0.9134 |   -0.8983 |
+#> |.....................|   -0.8466 |   -0.5209 |   -0.9862 |    -1.003 |
+#> |.....................|   -0.6104 |   -0.7344 |   -0.6628 |...........|
+#> |    U|     480.18441 |     94.17 |    -5.713 |    -1.002 |   -0.2029 |
+#> |.....................|     2.103 |     1.871 |    0.6762 |    0.7522 |
+#> |.....................|     1.495 |     1.237 |     1.381 |...........|
+#> |    X|     480.18441 |     94.17 |  0.003303 |    0.2686 |    0.8164 |
+#> |.....................|     8.187 |     1.871 |    0.6762 |    0.7522 |
+#> |.....................|     1.495 |     1.237 |     1.381 |...........|
+#> |   93|     480.15712 |     1.001 |    -1.360 |   -0.9157 |   -0.8984 |
+#> |.....................|   -0.8466 |   -0.5271 |   -0.9890 |    -1.004 |
+#> |.....................|   -0.6089 |   -0.7277 |   -0.6540 |...........|
+#> |    U|     480.15712 |     94.12 |    -5.760 |    -1.004 |   -0.2031 |
+#> |.....................|     2.103 |     1.866 |    0.6740 |    0.7509 |
+#> |.....................|     1.497 |     1.244 |     1.391 |...........|
+#> |    X|     480.15712 |     94.12 |  0.003151 |    0.2681 |    0.8162 |
+#> |.....................|     8.187 |     1.866 |    0.6740 |    0.7509 |
+#> |.....................|     1.497 |     1.244 |     1.391 |...........|
+#> |   94|     480.23418 |    0.9997 |    -1.543 |   -0.9246 |   -0.8991 |
+#> |.....................|   -0.8465 |   -0.5509 |    -1.000 |    -1.011 |
+#> |.....................|   -0.6032 |   -0.7017 |   -0.6198 |...........|
+#> |    U|     480.23418 |     93.97 |    -5.943 |    -1.013 |   -0.2037 |
+#> |.....................|     2.103 |     1.847 |    0.6655 |    0.7454 |
+#> |.....................|     1.503 |     1.272 |     1.431 |...........|
+#> |    X|     480.23418 |     93.97 |  0.002624 |    0.2664 |    0.8157 |
+#> |.....................|     8.187 |     1.847 |    0.6655 |    0.7454 |
+#> |.....................|     1.503 |     1.272 |     1.431 |...........|
+#> |    F| Forward Diff. |    -6.048 |    0.4781 |   -0.2230 |  -0.02217 |
+#> |.....................|  -0.05480 |    -3.577 |    0.9301 |    0.6494 |
+#> |.....................|    -1.028 |   -0.4525 |   -0.4232 |...........|
+#> |   95|     480.10748 |     1.002 |    -1.612 |   -0.8919 |   -0.8955 |
+#> |.....................|   -0.8419 |   -0.5057 |    -1.005 |    -1.011 |
+#> |.....................|   -0.6089 |   -0.7402 |   -0.6757 |...........|
+#> |    U|     480.10748 |     94.20 |    -6.012 |   -0.9804 |   -0.2001 |
+#> |.....................|     2.107 |     1.883 |    0.6618 |    0.7449 |
+#> |.....................|     1.497 |     1.230 |     1.367 |...........|
+#> |    X|     480.10748 |     94.20 |  0.002450 |    0.2728 |    0.8186 |
+#> |.....................|     8.225 |     1.883 |    0.6618 |    0.7449 |
+#> |.....................|     1.497 |     1.230 |     1.367 |...........|
+#> |    F| Forward Diff. |     5.588 |   -0.2032 |     1.050 |   0.05863 |
+#> |.....................|    0.1556 |    -1.013 |   -0.1797 |    0.1430 |
+#> |.....................|    -1.088 |    -1.192 |    -1.504 |...........|
+#> |   96|     480.44664 |     1.003 |    -1.804 |   -0.9880 |   -0.8940 |
+#> |.....................|   -0.8524 |   -0.4601 |   -0.9127 |    -1.040 |
+#> |.....................|   -0.5485 |   -0.7099 |   -0.6226 |...........|
+#> |    U|     480.44664 |     94.31 |    -6.204 |    -1.077 |   -0.1987 |
+#> |.....................|     2.097 |     1.919 |    0.7320 |    0.7196 |
+#> |.....................|     1.568 |     1.263 |     1.427 |...........|
+#> |    X|     480.44664 |     94.31 |  0.002022 |    0.2542 |    0.8198 |
+#> |.....................|     8.139 |     1.919 |    0.7320 |    0.7196 |
+#> |.....................|     1.568 |     1.263 |     1.427 |...........|
+#> |   97|     480.05051 |     1.002 |    -1.657 |   -0.9147 |   -0.8952 |
+#> |.....................|   -0.8444 |   -0.4949 |   -0.9832 |    -1.018 |
+#> |.....................|   -0.5946 |   -0.7329 |   -0.6630 |...........|
+#> |    U|     480.05051 |     94.19 |    -6.057 |    -1.003 |   -0.1998 |
+#> |.....................|     2.105 |     1.891 |    0.6784 |    0.7389 |
+#> |.....................|     1.514 |     1.238 |     1.381 |...........|
+#> |    X|     480.05051 |     94.19 |  0.002341 |    0.2683 |    0.8189 |
+#> |.....................|     8.205 |     1.891 |    0.6784 |    0.7389 |
+#> |.....................|     1.514 |     1.238 |     1.381 |...........|
+#> |    F| Forward Diff. |     3.048 |   -0.2764 |  -0.02525 |   0.07726 |
+#> |.....................|    0.1002 |    0.1555 |     1.072 |    0.1458 |
+#> |.....................|   -0.5013 |   -0.7465 |   -0.9442 |...........|
+#> |   98|     480.05873 |     1.002 |    -1.641 |   -0.9145 |   -0.9051 |
+#> |.....................|   -0.8597 |   -0.5017 |   -0.9961 |    -1.019 |
+#> |.....................|   -0.5552 |   -0.7600 |   -0.6392 |...........|
+#> |    U|     480.05873 |     94.21 |    -6.041 |    -1.003 |   -0.2097 |
+#> |.....................|     2.089 |     1.886 |    0.6686 |    0.7381 |
+#> |.....................|     1.561 |     1.209 |     1.408 |...........|
+#> |    X|     480.05873 |     94.21 |  0.002380 |    0.2684 |    0.8108 |
+#> |.....................|     8.080 |     1.886 |    0.6686 |    0.7381 |
+#> |.....................|     1.561 |     1.209 |     1.408 |...........|
+#> |   99|     480.03299 |     1.002 |    -1.650 |   -0.9146 |   -0.8993 |
+#> |.....................|   -0.8508 |   -0.4977 |   -0.9887 |    -1.018 |
+#> |.....................|   -0.5780 |   -0.7442 |   -0.6529 |...........|
+#> |    U|     480.03299 |     94.17 |    -6.050 |    -1.003 |   -0.2040 |
+#> |.....................|     2.098 |     1.889 |    0.6742 |    0.7386 |
+#> |.....................|     1.533 |     1.226 |     1.393 |...........|
+#> |    X|     480.03299 |     94.17 |  0.002357 |    0.2683 |    0.8155 |
+#> |.....................|     8.152 |     1.889 |    0.6742 |    0.7386 |
+#> |.....................|     1.533 |     1.226 |     1.393 |...........|
+#> |    F| Forward Diff. |  -0.07884 |   -0.2508 |  -0.03233 |  -0.02314 |
+#> |.....................|   -0.1302 |   0.06288 |    0.7629 |    0.2261 |
+#> |.....................|    0.3850 |    -1.277 |   -0.6610 |...........|
+#> |  100|     480.00970 |     1.003 |    -1.641 |   -0.9125 |   -0.9005 |
+#> |.....................|   -0.8500 |   -0.4980 |   -0.9983 |    -1.021 |
+#> |.....................|   -0.5841 |   -0.7275 |   -0.6414 |...........|
+#> |    U|      480.0097 |     94.26 |    -6.041 |    -1.001 |   -0.2051 |
+#> |.....................|     2.099 |     1.889 |    0.6670 |    0.7367 |
+#> |.....................|     1.526 |     1.244 |     1.406 |...........|
+#> |    X|      480.0097 |     94.26 |  0.002380 |    0.2687 |    0.8145 |
+#> |.....................|     8.159 |     1.889 |    0.6670 |    0.7367 |
+#> |.....................|     1.526 |     1.244 |     1.406 |...........|
+#> |    F| Forward Diff. |     12.51 |   -0.2151 |    0.1066 |  -0.04414 |
+#> |.....................|  -0.06212 |   -0.2557 |   0.09002 |  -0.09728 |
+#> |.....................|   0.06582 |   -0.3883 |   0.07016 |...........|
+#> |  101|     480.02569 |     1.000 |    -1.627 |   -0.9257 |   -0.9015 |
+#> |.....................|   -0.8496 |   -0.4974 |    -1.010 |    -1.023 |
+#> |.....................|   -0.5876 |   -0.7200 |   -0.6493 |...........|
+#> |    U|     480.02569 |     94.03 |    -6.027 |    -1.014 |   -0.2061 |
+#> |.....................|     2.099 |     1.889 |    0.6581 |    0.7348 |
+#> |.....................|     1.522 |     1.252 |     1.397 |...........|
+#> |    X|     480.02569 |     94.03 |  0.002413 |    0.2662 |    0.8138 |
+#> |.....................|     8.162 |     1.889 |    0.6581 |    0.7348 |
+#> |.....................|     1.522 |     1.252 |     1.397 |...........|
+#> |  102|     480.01783 |     1.000 |    -1.636 |   -0.9171 |   -0.9008 |
+#> |.....................|   -0.8499 |   -0.4978 |    -1.002 |    -1.021 |
+#> |.....................|   -0.5853 |   -0.7249 |   -0.6441 |...........|
+#> |    U|     480.01783 |     94.03 |    -6.036 |    -1.006 |   -0.2055 |
+#> |.....................|     2.099 |     1.889 |    0.6639 |    0.7361 |
+#> |.....................|     1.525 |     1.247 |     1.403 |...........|
+#> |    X|     480.01783 |     94.03 |  0.002392 |    0.2678 |    0.8143 |
+#> |.....................|     8.160 |     1.889 |    0.6639 |    0.7361 |
+#> |.....................|     1.525 |     1.247 |     1.403 |...........|
+#> |  103|     480.01762 |     1.000 |    -1.639 |   -0.9140 |   -0.9006 |
+#> |.....................|   -0.8500 |   -0.4979 |   -0.9995 |    -1.021 |
+#> |.....................|   -0.5844 |   -0.7266 |   -0.6422 |...........|
+#> |    U|     480.01762 |     94.04 |    -6.039 |    -1.002 |   -0.2052 |
+#> |.....................|     2.099 |     1.889 |    0.6660 |    0.7365 |
+#> |.....................|     1.526 |     1.245 |     1.405 |...........|
+#> |    X|     480.01762 |     94.04 |  0.002384 |    0.2685 |    0.8145 |
+#> |.....................|     8.159 |     1.889 |    0.6660 |    0.7365 |
+#> |.....................|     1.526 |     1.245 |     1.405 |...........|
+#> |  104|     480.00603 |     1.001 |    -1.641 |   -0.9125 |   -0.9005 |
+#> |.....................|   -0.8500 |   -0.4980 |   -0.9983 |    -1.021 |
+#> |.....................|   -0.5841 |   -0.7275 |   -0.6414 |...........|
+#> |    U|     480.00603 |     94.12 |    -6.041 |    -1.001 |   -0.2051 |
+#> |.....................|     2.099 |     1.889 |    0.6670 |    0.7367 |
+#> |.....................|     1.526 |     1.244 |     1.406 |...........|
+#> |    X|     480.00603 |     94.12 |  0.002380 |    0.2687 |    0.8145 |
+#> |.....................|     8.159 |     1.889 |    0.6670 |    0.7367 |
+#> |.....................|     1.526 |     1.244 |     1.406 |...........|
+#> |    F| Forward Diff. |    -6.885 |   -0.2187 |   0.06031 |  -0.05864 |
+#> |.....................|   -0.1316 |   -0.6942 |  -0.07940 |    0.7419 |
+#> |.....................|   -0.2628 |   -0.6303 |   -0.1748 |...........|
+#> |  105|     480.00355 |     1.002 |    -1.640 |   -0.9125 |   -0.9004 |
+#> |.....................|   -0.8497 |   -0.4981 |   -0.9983 |    -1.021 |
+#> |.....................|   -0.5835 |   -0.7267 |   -0.6420 |...........|
+#> |    U|     480.00355 |     94.17 |    -6.040 |    -1.001 |   -0.2050 |
+#> |.....................|     2.099 |     1.889 |    0.6669 |    0.7366 |
+#> |.....................|     1.527 |     1.245 |     1.405 |...........|
+#> |    X|     480.00355 |     94.17 |  0.002382 |    0.2687 |    0.8147 |
+#> |.....................|     8.162 |     1.889 |    0.6669 |    0.7366 |
+#> |.....................|     1.527 |     1.245 |     1.405 |...........|
+#> |    F| Forward Diff. |   -0.1332 |   -0.2152 |   0.07761 |  -0.04946 |
+#> |.....................|  -0.09731 |  -0.07704 |    0.1258 |    0.9492 |
+#> |.....................|   0.08309 |   -0.3432 |   0.03979 |...........|
+#> |  106|     480.00003 |     1.002 |    -1.640 |   -0.9126 |   -0.9003 |
+#> |.....................|   -0.8495 |   -0.4980 |   -0.9985 |    -1.022 |
+#> |.....................|   -0.5836 |   -0.7262 |   -0.6420 |...........|
+#> |    U|     480.00003 |     94.19 |    -6.040 |    -1.001 |   -0.2049 |
+#> |.....................|     2.100 |     1.889 |    0.6668 |    0.7355 |
+#> |.....................|     1.527 |     1.245 |     1.405 |...........|
+#> |    X|     480.00003 |     94.19 |  0.002382 |    0.2687 |    0.8147 |
+#> |.....................|     8.163 |     1.889 |    0.6668 |    0.7355 |
+#> |.....................|     1.527 |     1.245 |     1.405 |...........|
+#> |    F| Forward Diff. |     2.294 |   -0.2073 |   0.08146 |  -0.04541 |
+#> |.....................|  -0.07807 |   -0.2293 |   0.05730 |    0.8075 |
+#> |.....................| -0.008164 |   -0.3171 |   0.03808 |...........|
+#> |  107|     479.99578 |     1.002 |    -1.638 |   -0.9109 |   -0.8997 |
+#> |.....................|   -0.8483 |   -0.4984 |   -0.9975 |    -1.023 |
+#> |.....................|   -0.5809 |   -0.7230 |   -0.6440 |...........|
+#> |    U|     479.99578 |     94.17 |    -6.038 |   -0.9994 |   -0.2043 |
+#> |.....................|     2.101 |     1.889 |    0.6675 |    0.7343 |
+#> |.....................|     1.530 |     1.249 |     1.403 |...........|
+#> |    X|     479.99578 |     94.17 |  0.002387 |    0.2691 |    0.8152 |
+#> |.....................|     8.172 |     1.889 |    0.6675 |    0.7343 |
+#> |.....................|     1.530 |     1.249 |     1.403 |...........|
+#> |  108|     479.99301 |     1.002 |    -1.632 |   -0.9055 |   -0.8980 |
+#> |.....................|   -0.8447 |   -0.4999 |   -0.9947 |    -1.027 |
+#> |.....................|   -0.5728 |   -0.7134 |   -0.6498 |...........|
+#> |    U|     479.99301 |     94.16 |    -6.032 |   -0.9941 |   -0.2026 |
+#> |.....................|     2.104 |     1.887 |    0.6697 |    0.7310 |
+#> |.....................|     1.540 |     1.259 |     1.396 |...........|
+#> |    X|     479.99301 |     94.16 |  0.002402 |    0.2701 |    0.8166 |
+#> |.....................|     8.202 |     1.887 |    0.6697 |    0.7310 |
+#> |.....................|     1.540 |     1.259 |     1.396 |...........|
+#> |    F| Forward Diff. |   -0.5972 |   -0.1625 |    0.4650 |  0.009686 |
+#> |.....................|   0.08636 |    -1.694 |   -0.1652 |    -1.042 |
+#> |.....................|   -0.1517 |    0.4204 |   -0.3659 |...........|
+#> |  109|     479.98697 |     1.002 |    -1.611 |   -0.9101 |   -0.8945 |
+#> |.....................|   -0.8385 |   -0.4966 |   -0.9980 |    -1.027 |
+#> |.....................|   -0.5750 |   -0.7140 |   -0.6459 |...........|
+#> |    U|     479.98697 |     94.17 |    -6.011 |   -0.9986 |   -0.1991 |
+#> |.....................|     2.111 |     1.890 |    0.6672 |    0.7309 |
+#> |.....................|     1.537 |     1.259 |     1.401 |...........|
+#> |    X|     479.98697 |     94.17 |  0.002451 |    0.2692 |    0.8195 |
+#> |.....................|     8.253 |     1.890 |    0.6672 |    0.7309 |
+#> |.....................|     1.537 |     1.259 |     1.401 |...........|
+#> |    F| Forward Diff. | -0.005684 |   -0.1115 |    0.2082 |   0.08938 |
+#> |.....................|    0.3008 |   0.01411 |    0.1052 |   -0.7061 |
+#> |.....................|    0.4111 |    0.4010 |   -0.1199 |...........|
+#> |  110|     479.98697 |     1.002 |    -1.611 |   -0.9101 |   -0.8945 |
+#> |.....................|   -0.8385 |   -0.4966 |   -0.9980 |    -1.027 |
+#> |.....................|   -0.5750 |   -0.7140 |   -0.6459 |...........|
+#> |    U|     479.98697 |     94.17 |    -6.011 |   -0.9986 |   -0.1991 |
+#> |.....................|     2.111 |     1.890 |    0.6672 |    0.7309 |
+#> |.....................|     1.537 |     1.259 |     1.401 |...........|
+#> |    X|     479.98697 |     94.17 |  0.002451 |    0.2692 |    0.8195 |
+#> |.....................|     8.253 |     1.890 |    0.6672 |    0.7309 |
+#> |.....................|     1.537 |     1.259 |     1.401 |...........|
 #> calculating covariance matrix
-#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo
f_nlmixr_dfop_sfo_focei_const <- nlmixr(f_mmkin_const["DFOP-SFO", ], est = "focei")
+#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo
f_nlmixr_dfop_sfo_focei_const <- nlmixr(f_mmkin_const["DFOP-SFO", ], est = "focei")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
 #> Key: U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation
 #> F: Forward difference gradient approximation
@@ -1793,718 +2357,718 @@ obtained by fitting the same model to a list of datasets using |.....................|        o6 |...........|...........|...........|
-#> |    1|     514.27068 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     514.27068 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     514.27068 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    G|    Gill Diff. |     26.19 |     1.724 |   -0.1273 |   0.01210 |
-#> |.....................|   -0.2599 |   0.04964 |    -46.10 |     17.02 |
-#> |.....................|     9.682 |    -11.00 |    -4.182 |     3.869 |
-#> |.....................|    -10.57 |...........|...........|...........|
-#> |    2|     1072.3430 |    0.5548 |    -1.029 |   -0.9091 |   -0.9298 |
-#> |.....................|   -0.9733 |   -0.8898 |  -0.07504 |    -1.166 |
-#> |.....................|    -1.039 |   -0.6809 |   -0.8005 |   -0.9394 |
-#> |.....................|   -0.6887 |...........|...........|...........|
-#> |    U|      1072.343 |     52.05 |    -5.403 |   -0.9690 |    -1.880 |
-#> |.....................|    -4.266 |    0.1355 |     2.292 |    0.5199 |
-#> |.....................|    0.7209 |     1.403 |     1.065 |    0.8339 |
-#> |.....................|     1.368 |...........|...........|...........|
-#> |    X|      1072.343 |     52.05 |  0.004504 |    0.2751 |    0.1526 |
-#> |.....................|   0.01403 |    0.5338 |     2.292 |    0.5199 |
-#> |.....................|    0.7209 |     1.403 |     1.065 |    0.8339 |
-#> |.....................|     1.368 |...........|...........|...........|
-#> |    3|     539.25377 |    0.9555 |    -1.003 |   -0.9110 |   -0.9296 |
-#> |.....................|   -0.9773 |   -0.8890 |   -0.7801 |   -0.9058 |
-#> |.....................|   -0.8907 |   -0.8491 |   -0.8645 |   -0.8802 |
-#> |.....................|   -0.8503 |...........|...........|...........|
-#> |    U|     539.25377 |     89.63 |    -5.376 |   -0.9709 |    -1.880 |
-#> |.....................|    -4.270 |    0.1356 |     1.712 |    0.7103 |
-#> |.....................|    0.8487 |     1.204 |     1.001 |    0.8867 |
-#> |.....................|     1.181 |...........|...........|...........|
-#> |    X|     539.25377 |     89.63 |  0.004625 |    0.2747 |    0.1526 |
-#> |.....................|   0.01398 |    0.5339 |     1.712 |    0.7103 |
-#> |.....................|    0.8487 |     1.204 |     1.001 |    0.8867 |
-#> |.....................|     1.181 |...........|...........|...........|
-#> |    4|     527.20532 |    0.9955 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9777 |   -0.8889 |   -0.8506 |   -0.8798 |
-#> |.....................|   -0.8759 |   -0.8659 |   -0.8709 |   -0.8743 |
-#> |.....................|   -0.8665 |...........|...........|...........|
-#> |    U|     527.20532 |     93.39 |    -5.374 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.654 |    0.7293 |
-#> |.....................|    0.8615 |     1.184 |    0.9947 |    0.8920 |
-#> |.....................|     1.162 |...........|...........|...........|
-#> |    X|     527.20532 |     93.39 |  0.004637 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.654 |    0.7293 |
-#> |.....................|    0.8615 |     1.184 |    0.9947 |    0.8920 |
-#> |.....................|     1.162 |...........|...........|...........|
-#> |    5|     527.55150 |    0.9996 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8576 |   -0.8772 |
-#> |.....................|   -0.8744 |   -0.8676 |   -0.8715 |   -0.8737 |
-#> |.....................|   -0.8681 |...........|...........|...........|
-#> |    U|      527.5515 |     93.77 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.648 |    0.7312 |
-#> |.....................|    0.8628 |     1.182 |    0.9941 |    0.8925 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|      527.5515 |     93.77 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.648 |    0.7312 |
-#> |.....................|    0.8628 |     1.182 |    0.9941 |    0.8925 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    6|     527.60332 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8743 |   -0.8678 |   -0.8716 |   -0.8737 |
-#> |.....................|   -0.8682 |...........|...........|...........|
-#> |    U|     527.60332 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60332 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    7|     527.60868 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60868 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60868 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    8|     527.60932 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60932 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60932 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    9|     527.60939 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60939 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60939 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   10|     527.60940 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|      527.6094 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|      527.6094 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   11|     527.60940 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|      527.6094 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|      527.6094 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   12|     527.60940 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|      527.6094 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|      527.6094 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   13|     527.60941 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60941 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60941 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   14|     527.60941 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60941 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60941 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   15|     527.60941 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60941 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60941 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   16|     527.60941 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60941 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60941 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |   17|     527.60941 |     1.000 |    -1.000 |   -0.9112 |   -0.9296 |
-#> |.....................|   -0.9778 |   -0.8889 |   -0.8584 |   -0.8769 |
-#> |.....................|   -0.8742 |   -0.8678 |   -0.8716 |   -0.8736 |
-#> |.....................|   -0.8683 |...........|...........|...........|
-#> |    U|     527.60941 |     93.81 |    -5.373 |   -0.9711 |    -1.880 |
-#> |.....................|    -4.271 |    0.1356 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
-#> |    X|     527.60941 |     93.81 |  0.004638 |    0.2747 |    0.1526 |
-#> |.....................|   0.01397 |    0.5339 |     1.647 |    0.7314 |
-#> |.....................|    0.8629 |     1.182 |    0.9940 |    0.8926 |
-#> |.....................|     1.160 |...........|...........|...........|
+#> |    1|     517.20934 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     517.20934 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     517.20934 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    G|    Gill Diff. |     64.43 |     1.648 |  -0.07882 |   -0.2050 |
+#> |.....................|   -0.4304 |   0.05992 |    -56.51 |     17.73 |
+#> |.....................|     9.983 |    -11.00 |    -3.771 |     3.593 |
+#> |.....................|    -10.58 |...........|...........|...........|
+#> |    2|     2737.3115 |    0.2806 |    -1.018 |   -0.9100 |   -0.9273 |
+#> |.....................|   -0.9731 |   -0.8892 |   -0.2282 |    -1.075 |
+#> |.....................|   -0.9854 |   -0.7447 |   -0.8291 |   -0.9136 |
+#> |.....................|   -0.7499 |...........|...........|...........|
+#> |    U|     2737.3115 |     26.38 |    -5.418 |   -0.9691 |    -1.898 |
+#> |.....................|    -4.295 |    0.1399 |     2.105 |    0.5864 |
+#> |.....................|    0.7671 |     1.329 |     1.042 |    0.8535 |
+#> |.....................|     1.298 |...........|...........|...........|
+#> |    X|     2737.3115 |     26.38 |  0.004434 |    0.2751 |    0.1499 |
+#> |.....................|   0.01363 |    0.5349 |     2.105 |    0.5864 |
+#> |.....................|    0.7671 |     1.329 |     1.042 |    0.8535 |
+#> |.....................|     1.298 |...........|...........|...........|
+#> |    3|     569.57476 |    0.9281 |    -1.002 |   -0.9108 |   -0.9293 |
+#> |.....................|   -0.9774 |   -0.8886 |   -0.7961 |   -0.8964 |
+#> |.....................|   -0.8851 |   -0.8553 |   -0.8670 |   -0.8775 |
+#> |.....................|   -0.8562 |...........|...........|...........|
+#> |    U|     569.57476 |     87.24 |    -5.402 |   -0.9699 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.650 |    0.7166 |
+#> |.....................|    0.8537 |     1.198 |     1.004 |    0.8856 |
+#> |.....................|     1.175 |...........|...........|...........|
+#> |    X|     569.57476 |     87.24 |  0.004508 |    0.2749 |    0.1496 |
+#> |.....................|   0.01358 |    0.5349 |     1.650 |    0.7166 |
+#> |.....................|    0.8537 |     1.198 |     1.004 |    0.8856 |
+#> |.....................|     1.175 |...........|...........|...........|
+#> |    4|     531.41065 |    0.9928 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9778 |   -0.8885 |   -0.8528 |   -0.8786 |
+#> |.....................|   -0.8751 |   -0.8663 |   -0.8708 |   -0.8739 |
+#> |.....................|   -0.8668 |...........|...........|...........|
+#> |    U|     531.41065 |     93.32 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.605 |    0.7297 |
+#> |.....................|    0.8624 |     1.185 |     1.000 |    0.8888 |
+#> |.....................|     1.163 |...........|...........|...........|
+#> |    X|     531.41065 |     93.32 |  0.004516 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.605 |    0.7297 |
+#> |.....................|    0.8624 |     1.185 |     1.000 |    0.8888 |
+#> |.....................|     1.163 |...........|...........|...........|
+#> |    5|     531.74000 |    0.9993 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8585 |   -0.8768 |
+#> |.....................|   -0.8741 |   -0.8674 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8679 |...........|...........|...........|
+#> |    U|        531.74 |     93.93 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.601 |    0.7310 |
+#> |.....................|    0.8632 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|        531.74 |     93.93 |  0.004516 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.601 |    0.7310 |
+#> |.....................|    0.8632 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    6|     531.81753 |    0.9999 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8591 |   -0.8767 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.81753 |     93.99 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.81753 |     93.99 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    7|     531.82573 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8591 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82573 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82573 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    8|     531.82668 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82668 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82668 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    9|     531.82678 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82678 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82678 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   10|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   11|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   12|     531.82678 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82678 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82678 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   13|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   14|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   15|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   16|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |   17|     531.82679 |     1.000 |    -1.000 |   -0.9109 |   -0.9296 |
+#> |.....................|   -0.9779 |   -0.8885 |   -0.8592 |   -0.8766 |
+#> |.....................|   -0.8740 |   -0.8675 |   -0.8712 |   -0.8735 |
+#> |.....................|   -0.8680 |...........|...........|...........|
+#> |    U|     531.82679 |     94.00 |    -5.400 |   -0.9700 |    -1.900 |
+#> |.....................|    -4.300 |    0.1400 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
+#> |    X|     531.82679 |     94.00 |  0.004517 |    0.2749 |    0.1496 |
+#> |.....................|   0.01357 |    0.5349 |     1.600 |    0.7311 |
+#> |.....................|    0.8633 |     1.183 |     1.000 |    0.8891 |
+#> |.....................|     1.161 |...........|...........|...........|
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 # Variance by variable is supported by 'saem' and 'focei'
 f_nlmixr_fomc_sfo_saem_obs <- nlmixr(f_mmkin_obs["FOMC-SFO", ], est = "saem")
-
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> 1:    93.6104   -5.6552   -0.1308    2.1755   -1.1174    2.9315    1.6064    0.6616    0.5897    0.4753    9.7765   10.2253
-#> 2:    93.8838   -5.6936   -0.1062    2.2361   -1.0529    2.7849    1.5260    0.6285    0.5602    0.4515    7.9206    5.2721
-#> 3:    93.9304   -5.7260   -0.0940    2.2480   -1.0317    2.6457    1.4889    0.5971    0.5322    0.4290    7.5051    3.6573
-#> 4:    93.6107   -5.7914   -0.0929    2.2382   -1.0171    2.5134    2.0027    0.5676    0.5056    0.4075    7.3763    3.1438
-#> 5:    93.7262   -5.7517   -0.0926    2.2365   -1.0306    2.3877    1.9026    0.5679    0.4803    0.3871    7.2914    3.0275
-#> 6:    93.7261   -5.7719   -0.0823    2.2625   -1.0391    2.2683    2.1168    0.5638    0.4563    0.3678    7.0857    2.8196
-#> 7:    93.5991   -5.8553   -0.0917    2.2659   -1.0146    2.1549    2.3708    0.5618    0.4335    0.3494    6.9413    2.7447
-#> 8:    93.4288   -5.8969   -0.0885    2.2757   -1.0253    2.1183    2.4324    0.5615    0.4118    0.3319    7.2269    2.6781
-#> 9:    93.4049   -6.1188   -0.0863    2.2841   -1.0154    2.0124    3.0090    0.5633    0.3912    0.3153    7.2084    2.7464
-#> 10:    93.4773   -6.1940   -0.0816    2.2893   -1.0174    1.9958    3.6308    0.5540    0.3716    0.2996    7.2414    2.8980
-#> 11:    93.5334   -6.1739   -0.0772    2.2901   -1.0479    2.2841    3.4492    0.5567    0.3531    0.2846    7.0567    2.8159
-#> 12:    93.5824   -6.3716   -0.0875    2.2706   -1.0452    2.1699    4.3087    0.5505    0.3354    0.2704    7.2970    2.3790
-#> 13:    93.8528   -6.3302   -0.0846    2.2564   -1.0302    2.0614    4.6014    0.5475    0.3186    0.2568    7.3901    2.1942
-#> 14:    94.0343   -6.1408   -0.0887    2.2666   -1.0280    1.9995    4.3714    0.5202    0.3027    0.2440    7.1696    2.0730
-#> 15:    94.1712   -6.3900   -0.0759    2.2825   -1.0112    1.8995    5.0913    0.5358    0.2876    0.2318    7.2155    2.0259
-#> 16:    93.9481   -6.1284   -0.0798    2.2707   -1.0264    1.8046    4.8368    0.5501    0.2732    0.2202    7.2731    2.0912
-#> 17:    93.7828   -6.2736   -0.0852    2.2870   -1.0249    1.7143    4.5949    0.5408    0.2595    0.2092    7.0213    2.0417
-#> 18:    93.8758   -6.3616   -0.0851    2.2713   -1.0157    1.8699    4.9132    0.5349    0.2465    0.1987    7.0613    1.8601
-#> 19:    93.7565   -6.5413   -0.0866    2.2695   -1.0166    2.5251    5.9754    0.5312    0.2547    0.1888    7.2555    1.7947
-#> 20:    93.7233   -6.3942   -0.0970    2.2620   -1.0195    2.3989    5.6766    0.5484    0.2576    0.1794    7.0292    1.8687
-#> 21:    93.8298   -6.2619   -0.0974    2.2570   -1.0118    2.2789    5.3928    0.5497    0.2545    0.1704    6.7138    1.8157
-#> 22:    93.9520   -6.1633   -0.0874    2.2777   -1.0274    2.1650    5.1232    0.5437    0.2641    0.1622    6.8254    1.8443
-#> 23:    93.8442   -6.3255   -0.0855    2.2568   -1.0151    2.1243    4.9615    0.5334    0.2885    0.1556    6.8049    1.8073
-#> 24:    93.9659   -6.5470   -0.0855    2.2572   -1.0178    2.0788    6.2156    0.5425    0.2834    0.1583    6.9598    1.8686
-#> 25:    94.3004   -6.4881   -0.0920    2.2371   -1.0187    3.2507    5.9048    0.5367    0.2872    0.1609    6.8709    1.8839
-#> 26:    94.1750   -6.4437   -0.0964    2.2337   -1.0301    3.1136    5.6096    0.5307    0.2820    0.1611    6.5948    1.8742
-#> 27:    94.6007   -6.3072   -0.0750    2.2936   -1.0343    3.9844    5.3291    0.5042    0.2679    0.1695    6.7524    1.8335
-#> 28:    94.4915   -6.1389   -0.0826    2.2730   -1.0223    3.7852    5.0626    0.4998    0.2590    0.1812    6.4646    1.8937
-#> 29:    94.1900   -6.1516   -0.0836    2.2680   -1.0287    3.7861    4.8095    0.4976    0.2612    0.1875    6.4674    1.8998
-#> 30:    94.6632   -6.0574   -0.0773    2.2637   -1.0280    3.5968    4.5690    0.4948    0.2525    0.2040    6.5945    1.9022
-#> 31:    94.3460   -6.1684   -0.0761    2.2677   -1.0276    3.4170    4.3406    0.4901    0.2690    0.2038    6.9918    1.8446
-#> 32:    94.4385   -5.9347   -0.0751    2.2893   -1.0146    3.3283    4.1235    0.4882    0.2576    0.2002    6.7622    1.7754
-#> 33:    94.7021   -5.9329   -0.0787    2.2987   -1.0108    3.3485    3.9174    0.4859    0.2640    0.1941    6.9648    1.8014
-#> 34:    94.4058   -6.0311   -0.0692    2.2980   -1.0125    3.1811    3.7215    0.4994    0.2676    0.1936    6.9791    1.7561
-#> 35:    94.4503   -6.0470   -0.0692    2.2950   -1.0100    3.5600    3.7611    0.4994    0.2637    0.1928    6.8010    1.7890
-#> 36:    94.3400   -6.0339   -0.0792    2.2960   -1.0204    3.3820    3.5731    0.4822    0.2638    0.1887    6.6462    1.6763
-#> 37:    94.1497   -6.0221   -0.0879    2.2653   -1.0073    3.2129    3.3944    0.4979    0.2506    0.1793    6.4853    1.7911
-#> 38:    94.1574   -5.8638   -0.0884    2.2752   -1.0156    3.0523    3.2247    0.4992    0.2435    0.1772    6.4329    1.7707
-#> 39:    94.1680   -5.9558   -0.0948    2.2535   -1.0205    2.8997    3.0635    0.5065    0.2448    0.1819    6.4462    1.8100
-#> 40:    94.0516   -6.0814   -0.0881    2.2531   -1.0356    2.7547    3.4976    0.4949    0.2515    0.1827    6.4734    1.8133
-#> 41:    94.1522   -6.1880   -0.0849    2.2618   -1.0230    2.6170    4.1610    0.5129    0.2389    0.1797    6.4165    1.7782
-#> 42:    94.2178   -6.1829   -0.0854    2.2791   -1.0325    2.8092    4.1174    0.5052    0.2288    0.1853    6.4332    1.7883
-#> 43:    93.9083   -6.1600   -0.0831    2.2860   -1.0350    2.9631    3.9116    0.4914    0.2310    0.1826    6.4865    1.8449
-#> 44:    93.9636   -6.1494   -0.0824    2.2903   -1.0150    2.8149    3.7221    0.4921    0.2214    0.1805    6.4818    1.9385
-#> 45:    93.9937   -6.2329   -0.0895    2.2832   -1.0157    4.2815    4.5622    0.5075    0.2250    0.1796    6.4098    1.8355
-#> 46:    93.8001   -6.1784   -0.0944    2.2664   -1.0212    4.0674    4.3341    0.5023    0.2274    0.1795    6.5539    1.7875
-#> 47:    93.8997   -6.3400   -0.0945    2.2627   -1.0183    3.8641    4.9860    0.5017    0.2312    0.1834    6.5497    1.7838
-#> 48:    93.7861   -6.3496   -0.0944    2.2713   -1.0255    3.6709    5.3403    0.5025    0.2197    0.1839    6.1766    1.9080
-#> 49:    93.7128   -6.3914   -0.0944    2.2752   -1.0137    3.4873    5.6007    0.5051    0.2198    0.1788    6.3050    1.8320
-#> 50:    94.1645   -6.3056   -0.0945    2.2755   -1.0062    3.3130    5.3207    0.4998    0.2176    0.1781    6.4998    1.8516
-#> 51:    93.9897   -6.1556   -0.1026    2.2633   -1.0097    3.1473    5.0547    0.4853    0.2439    0.1796    6.3184    1.7981
-#> 52:    93.7604   -6.2264   -0.1068    2.2485   -0.9936    2.9899    4.8209    0.4887    0.2542    0.1793    6.5076    1.7916
-#> 53:    93.8821   -6.5447   -0.1049    2.2546   -1.0020    2.8404    6.5603    0.4701    0.2556    0.1789    6.5735    1.7763
-#> 54:    93.8865   -6.4028   -0.1081    2.2507   -1.0162    2.6984    6.2323    0.4724    0.2576    0.1846    6.3607    1.8295
-#> 55:    94.0120   -6.5455   -0.0986    2.2728   -1.0119    2.5635    6.3983    0.4550    0.2686    0.1773    6.6815    1.7869
-#> 56:    94.1921   -6.6581   -0.0953    2.2713   -1.0151    2.4353    8.2169    0.4478    0.2675    0.1763    6.6257    1.7873
-#> 57:    93.8812   -6.4499   -0.1081    2.2447   -1.0182    2.3136    7.8060    0.4683    0.2562    0.1804    6.2421    1.8455
-#> 58:    93.9830   -6.5112   -0.1092    2.2436   -1.0136    2.1979    7.4157    0.4695    0.2569    0.1762    6.3196    1.8224
-#> 59:    93.8537   -6.6528   -0.1105    2.2390   -1.0089    2.0880    9.0039    0.4689    0.2534    0.1692    6.3735    1.8049
-#> 60:    93.7399   -6.4780   -0.1212    2.2263   -0.9979    1.9836    8.5537    0.4565    0.2445    0.1696    6.4748    1.8439
-#> 61:    93.8180   -6.4608   -0.1243    2.2275   -1.0039    1.8844    8.1260    0.4630    0.2414    0.1693    6.3936    1.7653
-#> 62:    93.5774   -6.3127   -0.1298    2.2250   -1.0022    1.7902    7.7197    0.4711    0.2452    0.1708    6.5708    1.8014
-#> 63:    93.5731   -6.2060   -0.1327    2.2213   -1.0031    1.7007    7.3337    0.4685    0.2426    0.1712    6.4933    1.8318
-#> 64:    93.3587   -6.2299   -0.1316    2.2290   -1.0004    1.6302    6.9671    0.4694    0.2460    0.1710    6.2584    1.8361
-#> 65:    93.2982   -6.1900   -0.1354    2.2341   -0.9963    1.5487    6.6187    0.4685    0.2482    0.1750    6.0950    1.8341
-#> 66:    93.4532   -6.2107   -0.1251    2.2254   -0.9786    1.4713    6.2878    0.4822    0.2489    0.1701    6.3732    1.7951
-#> 67:    93.5878   -6.1823   -0.1208    2.2455   -0.9766    1.3977    5.9734    0.4860    0.2407    0.1668    6.4456    1.8371
-#> 68:    93.5819   -5.9209   -0.1200    2.2599   -0.9792    1.3278    5.6747    0.4793    0.2412    0.1686    6.5728    1.8144
-#> 69:    93.4002   -6.1142   -0.1242    2.2542   -0.9878    1.4433    5.3910    0.4730    0.2511    0.1830    6.3888    1.7900
-#> 70:    93.2631   -6.1875   -0.1271    2.2639   -0.9844    1.5244    5.1214    0.4711    0.2444    0.1770    6.5093    1.7117
-#> 71:    93.2629   -6.2944   -0.1275    2.2418   -0.9805    1.4481    4.8654    0.4612    0.2522    0.1748    6.4659    1.8500
-#> 72:    93.0324   -6.2727   -0.1332    2.2421   -0.9766    1.3757    5.1467    0.4519    0.2524    0.1673    6.3452    1.8054
-#> 73:    93.0174   -6.4402   -0.1391    2.2320   -0.9795    1.3069    6.1963    0.4480    0.2563    0.1637    6.3915    1.8506
-#> 74:    93.0073   -6.4286   -0.1450    2.2241   -0.9962    1.2416    6.0011    0.4510    0.2461    0.1682    6.6924    1.8302
-#> 75:    93.2607   -6.5056   -0.1379    2.2233   -0.9926    1.1795    6.0508    0.4573    0.2540    0.1669    6.4813    1.7896
-#> 76:    93.2937   -6.1637   -0.1404    2.2228   -0.9970    1.1205    5.7483    0.4588    0.2529    0.1656    6.3781    1.7976
-#> 77:    93.2223   -6.1702   -0.1381    2.2200   -0.9858    1.4369    5.4609    0.4633    0.2585    0.1697    6.3510    1.8749
-#> 78:    93.3189   -6.1924   -0.1355    2.2238   -0.9944    1.3651    5.1878    0.4608    0.2631    0.1612    6.1888    1.7669
-#> 79:    93.2417   -6.6345   -0.1335    2.2340   -0.9865    1.2968    7.3486    0.4570    0.2564    0.1532    6.0902    1.7505
-#> 80:    93.3476   -6.3069   -0.1305    2.2319   -0.9880    1.6281    6.9812    0.4649    0.2525    0.1514    6.0659    1.7582
-#> 81:    93.4798   -6.3145   -0.1253    2.2468   -0.9989    1.9108    6.6321    0.4447    0.2583    0.1579    6.0843    1.7959
-#> 82:    93.2745   -6.2461   -0.1184    2.2529   -0.9937    1.8153    6.3005    0.4439    0.2602    0.1691    6.2826    1.7896
-#> 83:    93.4628   -6.3953   -0.1189    2.2640   -0.9880    1.7245    6.1094    0.4430    0.2612    0.1709    6.4474    1.6820
-#> 84:    93.3664   -6.2885   -0.1105    2.2675   -0.9875    1.6383    6.1170    0.4498    0.2689    0.1719    6.4847    1.6731
-#> 85:    93.5090   -6.3029   -0.1095    2.2709   -0.9898    1.6666    6.1406    0.4365    0.2693    0.1710    6.2452    1.6594
-#> 86:    93.5097   -6.2256   -0.1106    2.2701   -0.9928    1.5833    6.2468    0.4365    0.2749    0.1632    6.2007    1.7178
-#> 87:    93.5165   -6.3038   -0.1046    2.2731   -0.9877    1.5041    5.9345    0.4398    0.2667    0.1603    6.3928    1.7003
-#> 88:    93.3766   -6.2723   -0.1071    2.2771   -0.9881    1.4289    5.6378    0.4241    0.2538    0.1598    6.1043    1.6772
-#> 89:    93.4448   -6.0430   -0.1102    2.2781   -0.9725    1.3575    5.3559    0.4187    0.2915    0.1518    6.0153    1.7593
-#> 90:    93.2843   -6.1065   -0.1089    2.2866   -0.9705    1.5362    5.0881    0.4203    0.2844    0.1656    5.9235    1.6631
-#> 91:    93.4159   -6.0210   -0.1095    2.2879   -0.9798    2.1371    4.8337    0.4245    0.2857    0.1573    5.9182    1.7482
-#> 92:    93.3198   -6.2526   -0.1075    2.2919   -0.9791    2.0303    4.7352    0.4159    0.2918    0.1590    6.0853    1.6755
-#> 93:    93.3269   -6.1838   -0.1173    2.2809   -0.9999    1.9287    4.4985    0.4211    0.2893    0.1684    6.1189    1.6734
-#> 94:    93.2077   -6.1086   -0.1148    2.2890   -0.9918    2.1061    4.2736    0.4230    0.2802    0.1662    5.9328    1.7116
-#> 95:    93.0207   -6.1510   -0.1170    2.2665   -0.9791    2.1360    4.0630    0.4199    0.2937    0.1734    6.1415    1.6737
-#> 96:    93.2134   -6.1614   -0.1152    2.2861   -0.9711    2.5372    4.1579    0.4211    0.2790    0.1647    6.1575    1.6338
-#> 97:    93.1425   -6.2333   -0.1140    2.2912   -0.9665    2.4103    4.4551    0.4136    0.2835    0.1645    6.0790    1.6652
-#> 98:    92.9412   -6.2651   -0.1167    2.2847   -0.9738    2.2898    4.7233    0.4095    0.2882    0.1836    5.9305    1.6158
-#> 99:    92.9087   -6.1870   -0.1177    2.2833   -0.9744    2.1753    4.4872    0.4142    0.2913    0.1876    5.9838    1.7003
-#> 100:    92.7788   -6.2113   -0.1146    2.2928   -0.9939    2.0665    4.4195    0.4109    0.2945    0.1866    6.0195    1.7275
-#> 101:    92.8783   -6.0718   -0.1080    2.2959   -0.9968    1.9632    4.1985    0.4142    0.2966    0.1778    6.2542    1.6844
-#> 102:    93.0451   -6.3706   -0.1086    2.2894   -0.9974    1.8650    5.2121    0.4135    0.3030    0.1769    6.2204    1.6281
-#> 103:    93.2901   -6.4069   -0.1066    2.2943   -0.9896    1.7718    5.7453    0.4152    0.2879    0.1818    6.0239    1.7299
-#> 104:    93.3437   -6.3694   -0.1063    2.2769   -0.9914    1.6832    5.8903    0.4210    0.2884    0.1855    6.1116    1.7415
-#> 105:    93.4609   -6.2767   -0.1060    2.2751   -1.0157    1.5990    5.5958    0.4214    0.2865    0.1841    6.1287    1.7322
-#> 106:    93.5833   -6.2340   -0.1006    2.2879   -1.0084    1.8669    5.3160    0.4272    0.2982    0.1829    6.0211    1.6726
-#> 107:    93.7800   -6.1505   -0.0948    2.2685   -1.0219    1.7735    5.0502    0.4325    0.2841    0.1753    5.8556    1.7636
-#> 108:    93.8532   -6.3744   -0.0938    2.2650   -1.0210    2.0297    5.7080    0.4307    0.2836    0.1701    6.0669    1.6804
-#> 109:    93.8994   -6.3544   -0.0829    2.2862   -1.0287    1.9282    5.4226    0.4184    0.3113    0.1789    6.2343    1.6667
-#> 110:    94.0150   -6.5609   -0.0905    2.2821   -1.0088    2.1118    6.8121    0.4276    0.3275    0.1845    6.1640    1.6706
-#> 111:    93.7887   -6.0185   -0.0925    2.2831   -1.0097    2.0062    6.4715    0.4209    0.3255    0.1852    6.2823    1.6301
-#> 112:    93.9709   -6.0918   -0.0934    2.2857   -1.0067    2.2032    6.1479    0.4207    0.3285    0.1817    6.1718    1.6494
-#> 113:    93.8761   -6.3434   -0.0955    2.2919   -1.0223    2.5209    5.8405    0.4259    0.3293    0.1842    6.0377    1.6431
-#> 114:    93.6959   -6.2312   -0.0934    2.2782   -1.0154    2.3949    5.5485    0.4237    0.3460    0.1814    6.2225    1.6229
-#> 115:    93.5487   -6.0915   -0.0971    2.2836   -1.0083    2.2751    5.2711    0.4199    0.3557    0.1783    6.5929    1.6479
-#> 116:    93.5953   -6.1479   -0.1013    2.2760   -1.0018    2.1614    5.0075    0.4163    0.3399    0.1794    6.1822    1.6222
-#> 117:    93.3508   -6.1730   -0.1076    2.2632   -0.9953    2.0533    4.7571    0.4057    0.3303    0.1803    6.3444    1.7106
-#> 118:    93.4462   -5.9724   -0.1177    2.2557   -0.9963    2.0318    4.5193    0.3956    0.3349    0.1920    6.0439    1.7146
-#> 119:    93.5841   -6.0400   -0.1151    2.2480   -1.0035    1.9956    4.2933    0.3968    0.3448    0.1929    6.0754    1.6750
-#> 120:    93.4891   -6.0937   -0.1175    2.2499   -1.0006    1.8958    4.0786    0.3927    0.3392    0.1927    6.1654    1.6495
-#> 121:    93.4611   -6.1371   -0.1217    2.2538   -1.0067    1.8011    3.8747    0.3864    0.3549    0.1851    5.9558    1.6940
-#> 122:    93.4636   -6.1015   -0.1243    2.2564   -1.0002    1.7414    3.6810    0.3840    0.3557    0.1860    6.0583    1.6629
-#> 123:    93.2988   -5.9318   -0.1243    2.2601   -0.9989    2.2063    3.4969    0.3840    0.3543    0.1833    5.9686    1.5966
-#> 124:    93.4200   -5.9847   -0.1231    2.2594   -0.9991    2.0959    3.3221    0.3846    0.3544    0.1787    6.1292    1.5957
-#> 125:    93.3727   -6.1217   -0.1239    2.2584   -1.0082    1.9911    3.6395    0.3838    0.3577    0.1782    6.2794    1.6262
-#> 126:    93.4956   -6.0529   -0.1244    2.2482   -1.0096    1.8916    3.4576    0.3847    0.3505    0.1753    6.1181    1.6347
-#> 127:    93.6265   -5.9360   -0.1298    2.2342   -1.0075    1.7970    3.2847    0.3887    0.3367    0.1691    6.2315    1.7051
-#> 128:    93.4446   -6.0523   -0.1337    2.2453   -1.0079    1.7072    3.1205    0.3840    0.3302    0.1759    6.2082    1.6705
-#> 129:    93.4470   -6.0065   -0.1321    2.2321   -1.0015    1.6636    2.9644    0.3853    0.3303    0.1671    6.1479    1.6733
-#> 130:    93.3205   -5.9628   -0.1290    2.2252   -0.9954    2.0336    2.9210    0.3879    0.3284    0.1634    6.0582    1.6372
-#> 131:    93.3836   -5.8919   -0.1358    2.2375   -0.9930    2.1392    2.7749    0.3801    0.3202    0.1644    5.9972    1.6837
-#> 132:    93.1041   -5.9265   -0.1203    2.2552   -0.9929    2.0323    2.8741    0.3831    0.3353    0.1755    6.0648    1.5934
-#> 133:    93.1617   -6.0668   -0.1175    2.2538   -0.9963    1.9306    3.6825    0.3846    0.3187    0.1790    6.0732    1.5684
-#> 134:    93.1503   -6.1208   -0.1232    2.2644   -0.9851    2.3429    3.8026    0.3788    0.3296    0.1737    5.8807    1.5722
-#> 135:    92.8629   -5.9726   -0.1197    2.2650   -0.9761    2.2257    3.6124    0.3802    0.3407    0.1765    5.8408    1.5446
-#> 136:    93.1460   -6.0654   -0.1227    2.2661   -0.9736    2.1144    3.4583    0.3770    0.3434    0.1700    5.7690    1.5561
-#> 137:    93.1243   -6.2350   -0.1274    2.2472   -0.9811    2.0087    4.3526    0.3733    0.3670    0.1615    5.9377    1.5224
-#> 138:    93.1203   -6.1704   -0.1283    2.2472   -0.9891    1.9083    4.1557    0.3788    0.3671    0.1641    5.8765    1.5525
-#> 139:    93.2841   -6.0586   -0.1366    2.2404   -0.9894    1.8129    4.3184    0.3718    0.3693    0.1630    6.1854    1.6388
-#> 140:    93.4239   -6.2398   -0.1382    2.2459   -0.9713    1.7241    4.5903    0.3713    0.3627    0.1548    6.0737    1.5826
-#> 141:    93.4149   -6.1972   -0.1388    2.2605   -0.9686    2.2179    4.5557    0.3701    0.3675    0.1486    6.0793    1.5603
-#> 142:    93.4404   -5.8955   -0.1203    2.2682   -0.9706    2.1070    4.3279    0.3830    0.3719    0.1581    5.9534    1.6189
-#> 143:    93.3108   -5.8069   -0.1142    2.2835   -0.9672    2.0194    4.1115    0.3787    0.3924    0.1592    5.9410    1.5521
-#> 144:    93.3953   -5.7456   -0.1154    2.2891   -0.9553    2.2741    3.9059    0.3787    0.3849    0.1633    6.0163    1.5640
-#> 145:    93.3322   -5.8301   -0.1100    2.2926   -0.9595    2.1604    3.7106    0.3687    0.3754    0.1657    5.8968    1.5844
-#> 146:    93.0844   -5.8926   -0.1084    2.2870   -0.9605    2.0524    3.5251    0.3649    0.3713    0.1646    6.1960    1.5691
-#> 147:    93.2106   -6.0084   -0.1074    2.2931   -0.9654    1.9498    3.5341    0.3646    0.3669    0.1641    6.0548    1.5230
-#> 148:    93.2005   -6.1989   -0.1065    2.2924   -0.9740    1.8523    4.4855    0.3631    0.3660    0.1759    5.9600    1.5194
-#> 149:    93.0788   -6.2470   -0.1108    2.2861   -0.9836    2.1348    4.7630    0.3597    0.3815    0.1815    5.9584    1.5227
-#> 150:    93.2241   -6.2660   -0.1126    2.2847   -0.9912    2.1149    5.0574    0.3656    0.3788    0.1781    5.7213    1.5379
-#> 151:    93.0046   -6.5379   -0.1164    2.2757   -0.9845    2.0092    6.8660    0.3719    0.3827    0.1807    5.7612    1.5697
-#> 152:    93.2222   -6.4637   -0.1154    2.2737   -0.9950    1.6744    6.2289    0.3670    0.3881    0.1638    5.8514    1.5920
-#> 153:    93.1619   -6.3230   -0.1224    2.2638   -0.9924    1.7907    5.5429    0.3842    0.3946    0.1720    5.7562    1.5493
-#> 154:    93.0402   -6.4004   -0.1205    2.2633   -0.9868    1.7620    6.2494    0.3860    0.3891    0.1737    5.7577    1.5109
-#> 155:    93.1692   -6.4353   -0.1203    2.2696   -0.9761    1.8710    6.4519    0.3949    0.3962    0.1721    5.8348    1.4949
-#> 156:    93.2709   -6.2672   -0.1203    2.2663   -0.9708    2.1172    5.1692    0.3949    0.4187    0.1637    6.1251    1.5012
-#> 157:    93.1264   -6.1931   -0.1208    2.2728   -0.9669    1.9985    4.7739    0.3938    0.4031    0.1696    6.1014    1.5627
-#> 158:    93.1263   -6.1951   -0.1237    2.2826   -0.9729    1.7675    4.6131    0.3928    0.3904    0.1659    6.1582    1.5647
-#> 159:    92.9780   -6.2831   -0.1242    2.2726   -0.9770    1.8348    5.4674    0.3938    0.3887    0.1631    6.0622    1.5787
-#> 160:    93.1289   -6.4397   -0.1263    2.2651   -0.9675    2.4637    6.0560    0.3919    0.4017    0.1626    5.9486    1.5859
-#> 161:    93.2629   -6.3336   -0.1294    2.2670   -0.9666    2.9602    5.4966    0.3872    0.3988    0.1667    5.9034    1.5421
-#> 162:    93.1652   -6.3800   -0.1342    2.2518   -0.9754    2.8800    5.6206    0.3908    0.4158    0.1627    5.9332    1.5306
-#> 163:    93.2886   -6.4115   -0.1437    2.2330   -0.9685    1.9997    6.2760    0.4015    0.4076    0.1623    5.7905    1.5398
-#> 164:    93.4631   -6.7246   -0.1396    2.2358   -0.9854    1.8885    7.8014    0.3952    0.4028    0.1573    5.7052    1.5695
-#> 165:    93.4757   -6.8408   -0.1404    2.2346   -0.9825    2.4877    9.3632    0.3948    0.4019    0.1615    5.8406    1.5902
-#> 166:    93.9075   -6.7707   -0.1428    2.2331   -0.9848    1.9761    8.9292    0.3939    0.3909    0.1610    5.7600    1.5966
-#> 167:    93.8895   -7.1938   -0.1363    2.2449   -0.9870    2.0894   11.4058    0.3850    0.3899    0.1627    5.8501    1.5748
-#> 168:    93.5849   -6.8478   -0.1294    2.2466   -0.9888    2.3573    9.4037    0.3935    0.3808    0.1645    6.0206    1.6591
-#> 169:    93.4931   -6.4550   -0.1173    2.2727   -0.9990    2.1948    6.5738    0.3844    0.4029    0.1699    6.0990    1.6123
-#> 170:    93.7188   -6.4015   -0.1173    2.2715   -0.9981    1.8800    6.1745    0.3844    0.4001    0.1635    6.1990    1.5745
-#> 171:    93.5938   -6.4389   -0.1119    2.2663   -0.9893    2.5731    6.5397    0.3858    0.4044    0.1554    6.1636    1.5631
-#> 172:    93.4515   -6.2049   -0.1050    2.2937   -0.9701    2.6134    4.6813    0.3687    0.4017    0.1715    6.3875    1.5006
-#> 173:    93.2254   -6.2074   -0.1041    2.3111   -0.9661    2.5799    4.6939    0.3669    0.4016    0.1738    6.5633    1.5229
-#> 174:    93.4116   -6.1198   -0.1050    2.3075   -0.9711    3.0196    4.3080    0.3720    0.3988    0.1778    6.4856    1.5214
-#> 175:    93.4952   -6.0439   -0.1050    2.3008   -0.9714    3.1172    3.7728    0.3720    0.3979    0.1749    6.1918    1.4985
-#> 176:    93.6186   -6.0891   -0.1061    2.3033   -0.9794    2.1081    3.8909    0.3705    0.4029    0.1796    6.1064    1.4657
-#> 177:    93.6432   -5.9977   -0.1031    2.2953   -0.9950    1.9411    3.4156    0.3694    0.3970    0.1843    6.0473    1.4918
-#> 178:    93.5736   -6.0079   -0.0996    2.2986   -0.9809    1.7778    3.5107    0.3696    0.3909    0.1840    6.1243    1.4937
-#> 179:    93.6407   -6.0246   -0.0977    2.3042   -0.9770    2.0631    3.8144    0.3718    0.3885    0.1798    6.1851    1.5212
-#> 180:    93.6336   -5.8865   -0.0969    2.3217   -0.9871    2.2566    3.1377    0.3721    0.3715    0.1784    6.0747    1.5546
-#> 181:    93.5075   -5.8632   -0.0965    2.3140   -0.9764    2.5812    2.9771    0.3715    0.3728    0.1876    5.9833    1.5356
-#> 182:    93.4464   -5.8627   -0.0930    2.3211   -0.9713    2.5956    2.8054    0.3836    0.3759    0.1861    6.1293    1.6259
-#> 183:    93.2737   -5.8238   -0.0977    2.3127   -0.9642    2.8739    2.6277    0.3846    0.3743    0.1868    6.0451    1.6493
-#> 184:    93.2191   -5.9175   -0.0993    2.3107   -0.9592    2.3088    3.0689    0.3829    0.3515    0.1711    6.1487    1.6666
-#> 185:    93.3626   -5.8872   -0.1070    2.3112   -0.9413    2.2812    3.2719    0.3712    0.3555    0.1783    6.1295    1.6288
-#> 186:    93.1585   -5.8532   -0.1053    2.3140   -0.9665    2.7906    2.8415    0.3734    0.3531    0.1680    6.0294    1.6104
-#> 187:    93.3041   -5.6798   -0.0957    2.3158   -0.9608    3.1056    2.0850    0.3813    0.3484    0.1728    6.1191    1.5813
-#> 188:    93.2466   -5.6791   -0.0954    2.3172   -0.9446    3.8296    2.1956    0.3816    0.3439    0.1757    5.9670    1.5445
-#> 189:    93.3532   -5.6883   -0.0859    2.3335   -0.9594    2.8968    2.3125    0.3691    0.3512    0.1812    5.9467    1.6101
-#> 190:    93.5064   -5.6288   -0.0726    2.3548   -0.9562    2.8233    2.1930    0.3334    0.3700    0.1759    6.4036    1.5877
-#> 191:    93.4145   -5.6906   -0.0726    2.3467   -0.9624    2.8818    2.3581    0.3334    0.3771    0.1712    6.2046    1.4952
-#> 192:    93.2060   -5.7479   -0.0716    2.3433   -0.9618    2.5221    2.6613    0.3324    0.3909    0.1552    6.1651    1.4971
-#> 193:    93.2904   -5.7634   -0.0811    2.3327   -0.9585    2.6968    2.6324    0.3339    0.3856    0.1632    6.5621    1.5258
-#> 194:    93.5271   -5.7859   -0.0874    2.3419   -0.9580    2.8361    2.8424    0.3286    0.3784    0.1636    6.3714    1.5386
-#> 195:    93.3944   -5.9358   -0.0838    2.3407   -0.9718    3.4161    3.2427    0.3315    0.3787    0.1678    6.3722    1.5181
-#> 196:    93.2341   -5.9078   -0.0701    2.3492   -0.9816    3.1580    3.0586    0.3285    0.3666    0.1681    6.4633    1.5382
-#> 197:    93.2967   -6.0131   -0.0745    2.3426   -0.9991    3.7978    3.6459    0.3353    0.3491    0.1796    6.2264    1.5310
-#> 198:    93.2628   -5.7991   -0.0730    2.3434   -0.9819    2.3896    2.6695    0.3371    0.3431    0.1762    6.3141    1.5254
-#> 199:    93.2765   -5.9078   -0.0782    2.3553   -0.9864    2.2760    3.3883    0.3420    0.3459    0.1866    6.0192    1.4982
-#> 200:    93.0447   -5.9148   -0.0769    2.3543   -0.9759    2.1516    2.9675    0.3455    0.3476    0.1870    5.9079    1.4688
-#> 201:    93.1655   -5.8951   -0.0763    2.3493   -0.9707    1.8254    2.9481    0.3448    0.3526    0.1831    6.0676    1.5097
-#> 202:    93.1082   -5.8916   -0.0768    2.3499   -0.9673    1.8503    2.9562    0.3447    0.3574    0.1821    6.1282    1.5026
-#> 203:    93.0728   -5.9316   -0.0774    2.3506   -0.9650    2.0210    3.2306    0.3441    0.3563    0.1827    6.1253    1.4974
-#> 204:    93.0846   -5.9347   -0.0773    2.3494   -0.9648    2.1463    3.2567    0.3453    0.3563    0.1824    6.1301    1.4911
-#> 205:    93.0929   -5.9439   -0.0781    2.3491   -0.9659    2.2204    3.3165    0.3453    0.3572    0.1823    6.1098    1.4941
-#> 206:    93.1795   -5.9401   -0.0795    2.3481   -0.9681    2.2588    3.2940    0.3470    0.3568    0.1829    6.1132    1.4996
-#> 207:    93.2303   -5.9158   -0.0805    2.3467   -0.9703    2.3439    3.1823    0.3484    0.3571    0.1845    6.1021    1.5059
-#> 208:    93.2161   -5.8969   -0.0825    2.3440   -0.9700    2.3306    3.0999    0.3496    0.3563    0.1848    6.0998    1.5177
-#> 209:    93.2077   -5.8842   -0.0848    2.3413   -0.9681    2.3580    3.0406    0.3499    0.3553    0.1841    6.0829    1.5199
-#> 210:    93.1951   -5.8661   -0.0867    2.3383   -0.9656    2.4170    2.9578    0.3501    0.3543    0.1833    6.0562    1.5261
-#> 211:    93.1870   -5.8543   -0.0892    2.3347   -0.9645    2.4650    2.9307    0.3502    0.3548    0.1831    6.0286    1.5289
-#> 212:    93.2077   -5.8506   -0.0915    2.3316   -0.9626    2.4909    2.9544    0.3504    0.3555    0.1835    6.0079    1.5300
-#> 213:    93.2104   -5.8492   -0.0938    2.3283   -0.9612    2.4695    2.9635    0.3503    0.3548    0.1841    5.9859    1.5341
-#> 214:    93.2059   -5.8537   -0.0959    2.3255   -0.9615    2.4264    3.0084    0.3499    0.3540    0.1835    5.9698    1.5370
-#> 215:    93.2051   -5.8569   -0.0977    2.3227   -0.9608    2.4277    3.0541    0.3495    0.3534    0.1830    5.9586    1.5374
-#> 216:    93.1879   -5.8596   -0.0993    2.3199   -0.9600    2.4347    3.0802    0.3493    0.3534    0.1828    5.9465    1.5380
-#> 217:    93.1834   -5.8621   -0.1008    2.3173   -0.9594    2.4479    3.0998    0.3491    0.3535    0.1827    5.9369    1.5402
-#> 218:    93.1796   -5.8657   -0.1021    2.3152   -0.9593    2.4234    3.1238    0.3492    0.3534    0.1835    5.9184    1.5441
-#> 219:    93.1680   -5.8721   -0.1032    2.3132   -0.9588    2.4640    3.1464    0.3494    0.3531    0.1839    5.8929    1.5493
-#> 220:    93.1579   -5.8839   -0.1044    2.3118   -0.9586    2.5707    3.1909    0.3495    0.3531    0.1847    5.8754    1.5496
-#> 221:    93.1557   -5.8882   -0.1058    2.3100   -0.9583    2.6662    3.2052    0.3492    0.3533    0.1854    5.8662    1.5518
-#> 222:    93.1624   -5.8832   -0.1074    2.3075   -0.9578    2.7993    3.1736    0.3490    0.3542    0.1861    5.8489    1.5546
-#> 223:    93.1699   -5.8771   -0.1086    2.3052   -0.9583    2.9085    3.1456    0.3488    0.3558    0.1871    5.8436    1.5610
-#> 224:    93.1870   -5.8751   -0.1097    2.3037   -0.9583    2.9988    3.1279    0.3487    0.3570    0.1878    5.8390    1.5628
-#> 225:    93.2094   -5.8719   -0.1110    2.3012   -0.9583    3.0581    3.1018    0.3485    0.3574    0.1885    5.8214    1.5656
-#> 226:    93.2352   -5.8683   -0.1122    2.2988   -0.9587    3.1297    3.0761    0.3482    0.3584    0.1895    5.8105    1.5680
-#> 227:    93.2611   -5.8653   -0.1132    2.2964   -0.9589    3.1563    3.0610    0.3476    0.3594    0.1904    5.8038    1.5701
-#> 228:    93.2741   -5.8593   -0.1140    2.2943   -0.9591    3.1641    3.0356    0.3470    0.3603    0.1911    5.7984    1.5730
-#> 229:    93.2899   -5.8593   -0.1151    2.2919   -0.9595    3.1626    3.0313    0.3466    0.3613    0.1918    5.7999    1.5745
-#> 230:    93.3048   -5.8650   -0.1164    2.2899   -0.9593    3.1743    3.0542    0.3460    0.3624    0.1921    5.7990    1.5753
-#> 231:    93.3159   -5.8638   -0.1177    2.2875   -0.9592    3.1930    3.0524    0.3454    0.3631    0.1924    5.7956    1.5748
-#> 232:    93.3209   -5.8611   -0.1189    2.2852   -0.9590    3.1872    3.0420    0.3450    0.3639    0.1926    5.7921    1.5755
-#> 233:    93.3196   -5.8556   -0.1200    2.2833   -0.9589    3.1861    3.0209    0.3445    0.3644    0.1926    5.7852    1.5779
-#> 234:    93.3245   -5.8530   -0.1210    2.2813   -0.9591    3.1890    3.0115    0.3441    0.3651    0.1922    5.7781    1.5786
-#> 235:    93.3219   -5.8522   -0.1218    2.2800   -0.9593    3.1573    3.0042    0.3437    0.3659    0.1917    5.7813    1.5797
-#> 236:    93.3155   -5.8524   -0.1227    2.2789   -0.9595    3.1542    3.0035    0.3433    0.3669    0.1913    5.7834    1.5800
-#> 237:    93.3060   -5.8556   -0.1235    2.2779   -0.9599    3.1308    3.0158    0.3430    0.3678    0.1910    5.7833    1.5809
-#> 238:    93.3111   -5.8563   -0.1242    2.2772   -0.9602    3.1194    3.0099    0.3427    0.3683    0.1907    5.7842    1.5809
-#> 239:    93.3177   -5.8580   -0.1248    2.2764   -0.9605    3.0944    3.0130    0.3423    0.3686    0.1904    5.7840    1.5815
-#> 240:    93.3222   -5.8606   -0.1255    2.2754   -0.9608    3.0739    3.0140    0.3420    0.3686    0.1902    5.7843    1.5825
-#> 241:    93.3289   -5.8627   -0.1262    2.2740   -0.9611    3.0848    3.0167    0.3417    0.3688    0.1900    5.7836    1.5840
-#> 242:    93.3366   -5.8627   -0.1270    2.2727   -0.9612    3.1273    3.0103    0.3415    0.3691    0.1898    5.7855    1.5850
-#> 243:    93.3441   -5.8646   -0.1277    2.2714   -0.9614    3.1530    3.0218    0.3414    0.3692    0.1896    5.7829    1.5856
-#> 244:    93.3499   -5.8645   -0.1285    2.2700   -0.9618    3.1705    3.0265    0.3412    0.3694    0.1894    5.7778    1.5874
-#> 245:    93.3619   -5.8673   -0.1294    2.2686   -0.9622    3.1863    3.0397    0.3412    0.3694    0.1892    5.7752    1.5889
-#> 246:    93.3745   -5.8698   -0.1301    2.2671   -0.9627    3.2105    3.0484    0.3412    0.3693    0.1890    5.7716    1.5905
-#> 247:    93.3838   -5.8757   -0.1307    2.2659   -0.9632    3.2158    3.0715    0.3412    0.3693    0.1889    5.7688    1.5922
-#> 248:    93.3914   -5.8799   -0.1314    2.2650   -0.9640    3.2268    3.0851    0.3413    0.3690    0.1889    5.7648    1.5934
-#> 249:    93.3983   -5.8844   -0.1319    2.2640   -0.9648    3.2471    3.0990    0.3415    0.3691    0.1889    5.7641    1.5944
-#> 250:    93.4032   -5.8898   -0.1324    2.2629   -0.9655    3.2828    3.1197    0.3414    0.3694    0.1887    5.7623    1.5965
-#> 251:    93.4053   -5.8939   -0.1329    2.2621   -0.9657    3.3074    3.1303    0.3414    0.3698    0.1887    5.7611    1.5978
-#> 252:    93.4095   -5.8950   -0.1334    2.2613   -0.9658    3.3479    3.1281    0.3414    0.3701    0.1887    5.7578    1.5986
-#> 253:    93.4132   -5.8956   -0.1340    2.2606   -0.9660    3.3486    3.1283    0.3413    0.3703    0.1887    5.7559    1.5999
-#> 254:    93.4201   -5.8966   -0.1345    2.2597   -0.9660    3.3502    3.1298    0.3413    0.3706    0.1888    5.7593    1.5997
-#> 255:    93.4235   -5.8953   -0.1349    2.2590   -0.9656    3.3332    3.1220    0.3412    0.3706    0.1887    5.7571    1.6012
-#> 256:    93.4231   -5.8926   -0.1353    2.2585   -0.9651    3.3255    3.1104    0.3411    0.3706    0.1886    5.7569    1.6018
-#> 257:    93.4247   -5.8874   -0.1356    2.2582   -0.9646    3.3164    3.0917    0.3410    0.3705    0.1885    5.7585    1.6030
-#> 258:    93.4198   -5.8857   -0.1359    2.2580   -0.9641    3.3086    3.0828    0.3409    0.3702    0.1885    5.7608    1.6026
-#> 259:    93.4125   -5.8833   -0.1362    2.2576   -0.9638    3.2926    3.0726    0.3408    0.3701    0.1885    5.7651    1.6023
-#> 260:    93.4073   -5.8847   -0.1365    2.2572   -0.9640    3.2737    3.0759    0.3406    0.3703    0.1885    5.7687    1.6030
-#> 261:    93.4049   -5.8885   -0.1368    2.2571   -0.9642    3.2510    3.0904    0.3402    0.3702    0.1882    5.7742    1.6028
-#> 262:    93.4036   -5.8931   -0.1371    2.2566   -0.9645    3.2279    3.1104    0.3397    0.3699    0.1880    5.7766    1.6033
-#> 263:    93.4026   -5.8964   -0.1375    2.2562   -0.9647    3.2024    3.1313    0.3395    0.3696    0.1877    5.7786    1.6029
-#> 264:    93.3990   -5.9003   -0.1377    2.2559   -0.9649    3.1808    3.1545    0.3393    0.3694    0.1874    5.7778    1.6022
-#> 265:    93.4005   -5.9013   -0.1380    2.2555   -0.9650    3.1664    3.1680    0.3390    0.3693    0.1871    5.7765    1.6021
-#> 266:    93.4005   -5.9011   -0.1382    2.2552   -0.9653    3.1530    3.1708    0.3387    0.3692    0.1869    5.7763    1.6020
-#> 267:    93.4006   -5.9035   -0.1384    2.2549   -0.9654    3.1384    3.1902    0.3384    0.3690    0.1866    5.7768    1.6014
-#> 268:    93.3972   -5.9086   -0.1385    2.2547   -0.9653    3.1224    3.2331    0.3380    0.3688    0.1863    5.7778    1.6008
-#> 269:    93.3936   -5.9113   -0.1386    2.2547   -0.9654    3.0959    3.2552    0.3377    0.3688    0.1861    5.7782    1.6001
-#> 270:    93.3867   -5.9139   -0.1387    2.2547   -0.9653    3.0853    3.2756    0.3372    0.3687    0.1859    5.7787    1.5989
-#> 271:    93.3836   -5.9154   -0.1389    2.2545   -0.9654    3.0824    3.2889    0.3367    0.3686    0.1858    5.7761    1.5980
-#> 272:    93.3812   -5.9160   -0.1390    2.2543   -0.9653    3.0741    3.2919    0.3362    0.3686    0.1857    5.7729    1.5977
-#> 273:    93.3767   -5.9174   -0.1390    2.2542   -0.9652    3.0663    3.2992    0.3358    0.3687    0.1856    5.7699    1.5970
-#> 274:    93.3696   -5.9171   -0.1391    2.2543   -0.9652    3.0604    3.2940    0.3355    0.3687    0.1855    5.7688    1.5958
-#> 275:    93.3658   -5.9177   -0.1393    2.2544   -0.9651    3.0605    3.2961    0.3353    0.3687    0.1853    5.7675    1.5952
-#> 276:    93.3621   -5.9185   -0.1395    2.2543   -0.9649    3.0508    3.2992    0.3351    0.3686    0.1852    5.7672    1.5940
-#> 277:    93.3602   -5.9206   -0.1397    2.2542   -0.9649    3.0453    3.3087    0.3349    0.3685    0.1851    5.7679    1.5935
-#> 278:    93.3565   -5.9213   -0.1400    2.2539   -0.9648    3.0366    3.3117    0.3347    0.3683    0.1852    5.7695    1.5931
-#> 279:    93.3548   -5.9222   -0.1403    2.2535   -0.9647    3.0284    3.3179    0.3345    0.3682    0.1854    5.7703    1.5928
-#> 280:    93.3544   -5.9215   -0.1407    2.2528   -0.9647    3.0193    3.3141    0.3344    0.3683    0.1854    5.7714    1.5927
-#> 281:    93.3533   -5.9205   -0.1410    2.2522   -0.9647    3.0130    3.3090    0.3341    0.3685    0.1855    5.7706    1.5927
-#> 282:    93.3564   -5.9189   -0.1414    2.2514   -0.9648    3.0025    3.3019    0.3339    0.3686    0.1856    5.7682    1.5930
-#> 283:    93.3571   -5.9164   -0.1417    2.2508   -0.9646    2.9990    3.2926    0.3337    0.3686    0.1858    5.7642    1.5943
-#> 284:    93.3576   -5.9154   -0.1421    2.2501   -0.9644    2.9976    3.2895    0.3336    0.3686    0.1860    5.7625    1.5942
-#> 285:    93.3584   -5.9142   -0.1425    2.2496   -0.9644    2.9906    3.2835    0.3334    0.3684    0.1861    5.7591    1.5939
-#> 286:    93.3609   -5.9137   -0.1429    2.2491   -0.9642    2.9852    3.2817    0.3332    0.3682    0.1863    5.7572    1.5939
-#> 287:    93.3641   -5.9131   -0.1433    2.2485   -0.9641    2.9732    3.2785    0.3331    0.3680    0.1863    5.7547    1.5944
-#> 288:    93.3671   -5.9128   -0.1436    2.2480   -0.9641    2.9673    3.2767    0.3330    0.3679    0.1864    5.7540    1.5939
-#> 289:    93.3676   -5.9125   -0.1440    2.2474   -0.9639    2.9663    3.2765    0.3329    0.3678    0.1865    5.7536    1.5939
-#> 290:    93.3659   -5.9126   -0.1443    2.2469   -0.9637    2.9570    3.2776    0.3328    0.3678    0.1866    5.7523    1.5941
-#> 291:    93.3620   -5.9109   -0.1447    2.2466   -0.9634    2.9472    3.2713    0.3327    0.3676    0.1866    5.7527    1.5943
-#> 292:    93.3601   -5.9096   -0.1450    2.2462   -0.9632    2.9359    3.2664    0.3326    0.3675    0.1866    5.7517    1.5944
-#> 293:    93.3582   -5.9077   -0.1453    2.2457   -0.9629    2.9295    3.2586    0.3326    0.3675    0.1866    5.7514    1.5945
-#> 294:    93.3583   -5.9054   -0.1456    2.2454   -0.9626    2.9203    3.2478    0.3326    0.3676    0.1867    5.7508    1.5942
-#> 295:    93.3577   -5.9037   -0.1459    2.2449   -0.9624    2.9216    3.2406    0.3325    0.3678    0.1867    5.7493    1.5934
-#> 296:    93.3570   -5.9016   -0.1462    2.2445   -0.9623    2.9304    3.2334    0.3323    0.3680    0.1868    5.7502    1.5933
-#> 297:    93.3538   -5.8988   -0.1462    2.2441   -0.9621    2.9429    3.2217    0.3321    0.3681    0.1870    5.7539    1.5939
-#> 298:    93.3525   -5.8966   -0.1463    2.2438   -0.9620    2.9662    3.2118    0.3319    0.3683    0.1870    5.7555    1.5942
-#> 299:    93.3526   -5.8957   -0.1465    2.2437   -0.9619    2.9812    3.2056    0.3318    0.3685    0.1870    5.7582    1.5938
-#> 300:    93.3504   -5.8953   -0.1467    2.2436   -0.9616    2.9982    3.2029    0.3316    0.3688    0.1873    5.7609    1.5937
-#> 301:    93.3469   -5.8941   -0.1469    2.2434   -0.9612    3.0124    3.1993    0.3315    0.3690    0.1875    5.7641    1.5933
-#> 302:    93.3442   -5.8944   -0.1472    2.2434   -0.9609    3.0353    3.2015    0.3313    0.3692    0.1876    5.7660    1.5937
-#> 303:    93.3428   -5.8970   -0.1474    2.2432   -0.9607    3.0454    3.2160    0.3312    0.3692    0.1876    5.7654    1.5938
-#> 304:    93.3407   -5.9012   -0.1475    2.2430   -0.9607    3.0626    3.2409    0.3310    0.3693    0.1877    5.7649    1.5932
-#> 305:    93.3395   -5.9051   -0.1476    2.2429   -0.9607    3.0756    3.2632    0.3308    0.3693    0.1879    5.7650    1.5924
-#> 306:    93.3398   -5.9099   -0.1478    2.2429   -0.9607    3.0881    3.2952    0.3306    0.3694    0.1880    5.7655    1.5920
-#> 307:    93.3406   -5.9128   -0.1479    2.2427   -0.9608    3.0995    3.3163    0.3305    0.3695    0.1880    5.7666    1.5921
-#> 308:    93.3418   -5.9165   -0.1480    2.2426   -0.9610    3.1060    3.3420    0.3303    0.3696    0.1881    5.7674    1.5914
-#> 309:    93.3437   -5.9205   -0.1481    2.2424   -0.9610    3.1185    3.3703    0.3301    0.3697    0.1882    5.7665    1.5908
-#> 310:    93.3442   -5.9236   -0.1482    2.2422   -0.9612    3.1270    3.3902    0.3299    0.3698    0.1882    5.7650    1.5904
-#> 311:    93.3482   -5.9268   -0.1482    2.2421   -0.9614    3.1333    3.4086    0.3296    0.3698    0.1882    5.7636    1.5900
-#> 312:    93.3529   -5.9286   -0.1482    2.2420   -0.9615    3.1348    3.4186    0.3294    0.3699    0.1882    5.7622    1.5895
-#> 313:    93.3573   -5.9290   -0.1481    2.2419   -0.9617    3.1332    3.4199    0.3291    0.3699    0.1882    5.7621    1.5891
-#> 314:    93.3630   -5.9293   -0.1482    2.2418   -0.9619    3.1398    3.4211    0.3289    0.3700    0.1883    5.7594    1.5888
-#> 315:    93.3669   -5.9284   -0.1483    2.2416   -0.9622    3.1464    3.4155    0.3286    0.3702    0.1885    5.7586    1.5889
-#> 316:    93.3724   -5.9279   -0.1485    2.2412   -0.9624    3.1426    3.4124    0.3283    0.3704    0.1887    5.7581    1.5887
-#> 317:    93.3763   -5.9281   -0.1487    2.2409   -0.9626    3.1335    3.4108    0.3281    0.3706    0.1888    5.7573    1.5880
-#> 318:    93.3786   -5.9275   -0.1488    2.2405   -0.9627    3.1262    3.4057    0.3279    0.3709    0.1888    5.7579    1.5876
-#> 319:    93.3821   -5.9275   -0.1490    2.2402   -0.9628    3.1273    3.4032    0.3276    0.3711    0.1889    5.7570    1.5870
-#> 320:    93.3856   -5.9272   -0.1491    2.2401   -0.9629    3.1337    3.3989    0.3273    0.3715    0.1888    5.7563    1.5861
-#> 321:    93.3902   -5.9263   -0.1492    2.2399   -0.9631    3.1388    3.3931    0.3269    0.3718    0.1887    5.7555    1.5852
-#> 322:    93.3951   -5.9251   -0.1493    2.2397   -0.9631    3.1415    3.3856    0.3266    0.3721    0.1886    5.7552    1.5846
-#> 323:    93.3988   -5.9251   -0.1493    2.2395   -0.9632    3.1377    3.3824    0.3262    0.3724    0.1885    5.7556    1.5841
-#> 324:    93.4030   -5.9236   -0.1494    2.2394   -0.9633    3.1355    3.3738    0.3259    0.3727    0.1885    5.7562    1.5837
-#> 325:    93.4047   -5.9219   -0.1495    2.2393   -0.9633    3.1415    3.3647    0.3256    0.3731    0.1884    5.7553    1.5831
-#> 326:    93.4077   -5.9204   -0.1495    2.2391   -0.9634    3.1489    3.3564    0.3254    0.3735    0.1884    5.7562    1.5829
-#> 327:    93.4121   -5.9185   -0.1496    2.2390   -0.9635    3.1503    3.3472    0.3250    0.3739    0.1884    5.7562    1.5825
-#> 328:    93.4157   -5.9182   -0.1496    2.2389   -0.9636    3.1564    3.3432    0.3246    0.3743    0.1884    5.7559    1.5823
-#> 329:    93.4181   -5.9169   -0.1496    2.2388   -0.9638    3.1666    3.3361    0.3243    0.3746    0.1884    5.7544    1.5822
-#> 330:    93.4206   -5.9171   -0.1497    2.2386   -0.9640    3.1726    3.3349    0.3239    0.3748    0.1885    5.7538    1.5824
-#> 331:    93.4214   -5.9172   -0.1497    2.2385   -0.9642    3.1764    3.3332    0.3236    0.3750    0.1886    5.7540    1.5824
-#> 332:    93.4226   -5.9171   -0.1497    2.2385   -0.9645    3.1787    3.3303    0.3232    0.3752    0.1887    5.7539    1.5826
-#> 333:    93.4242   -5.9168   -0.1497    2.2384   -0.9645    3.1757    3.3287    0.3229    0.3755    0.1886    5.7545    1.5823
-#> 334:    93.4273   -5.9167   -0.1497    2.2383   -0.9645    3.1832    3.3290    0.3226    0.3758    0.1887    5.7540    1.5818
-#> 335:    93.4306   -5.9170   -0.1498    2.2384   -0.9644    3.1910    3.3318    0.3223    0.3760    0.1887    5.7548    1.5814
-#> 336:    93.4315   -5.9177   -0.1498    2.2384   -0.9644    3.1999    3.3355    0.3219    0.3762    0.1887    5.7558    1.5811
-#> 337:    93.4332   -5.9181   -0.1499    2.2384   -0.9643    3.2145    3.3360    0.3216    0.3764    0.1887    5.7581    1.5805
-#> 338:    93.4352   -5.9169   -0.1498    2.2384   -0.9643    3.2221    3.3307    0.3213    0.3767    0.1887    5.7592    1.5802
-#> 339:    93.4385   -5.9152   -0.1498    2.2384   -0.9643    3.2356    3.3242    0.3210    0.3770    0.1887    5.7605    1.5797
-#> 340:    93.4417   -5.9130   -0.1498    2.2384   -0.9643    3.2506    3.3167    0.3207    0.3773    0.1888    5.7599    1.5794
-#> 341:    93.4452   -5.9102   -0.1497    2.2382   -0.9641    3.2568    3.3064    0.3205    0.3772    0.1888    5.7590    1.5799
-#> 342:    93.4487   -5.9077   -0.1497    2.2381   -0.9641    3.2628    3.2970    0.3203    0.3772    0.1889    5.7587    1.5802
-#> 343:    93.4519   -5.9055   -0.1497    2.2380   -0.9642    3.2685    3.2892    0.3201    0.3772    0.1889    5.7585    1.5810
-#> 344:    93.4556   -5.9048   -0.1497    2.2379   -0.9643    3.2690    3.2847    0.3200    0.3771    0.1891    5.7573    1.5812
-#> 345:    93.4588   -5.9041   -0.1498    2.2377   -0.9645    3.2704    3.2807    0.3199    0.3771    0.1893    5.7567    1.5811
-#> 346:    93.4605   -5.9033   -0.1498    2.2376   -0.9647    3.2655    3.2747    0.3198    0.3770    0.1893    5.7557    1.5808
-#> 347:    93.4638   -5.9027   -0.1498    2.2375   -0.9648    3.2725    3.2701    0.3198    0.3768    0.1894    5.7532    1.5808
-#> 348:    93.4643   -5.9028   -0.1498    2.2373   -0.9649    3.2764    3.2676    0.3197    0.3768    0.1893    5.7523    1.5807
-#> 349:    93.4664   -5.9023   -0.1497    2.2372   -0.9650    3.2806    3.2638    0.3197    0.3767    0.1893    5.7527    1.5815
-#> 350:    93.4700   -5.9014   -0.1497    2.2370   -0.9651    3.2817    3.2585    0.3196    0.3767    0.1892    5.7534    1.5817
-#> 351:    93.4724   -5.9001   -0.1497    2.2369   -0.9652    3.2825    3.2522    0.3196    0.3768    0.1892    5.7541    1.5818
-#> 352:    93.4744   -5.8986   -0.1497    2.2369   -0.9653    3.2875    3.2460    0.3195    0.3768    0.1891    5.7546    1.5819
-#> 353:    93.4738   -5.8975   -0.1496    2.2369   -0.9653    3.2891    3.2407    0.3195    0.3769    0.1889    5.7560    1.5822
-#> 354:    93.4733   -5.8960   -0.1496    2.2369   -0.9652    3.2856    3.2333    0.3194    0.3768    0.1889    5.7579    1.5824
-#> 355:    93.4731   -5.8944   -0.1496    2.2370   -0.9652    3.2893    3.2259    0.3194    0.3767    0.1888    5.7599    1.5826
-#> 356:    93.4724   -5.8933   -0.1495    2.2373   -0.9652    3.2924    3.2197    0.3194    0.3767    0.1888    5.7608    1.5832
-#> 357:    93.4723   -5.8929   -0.1493    2.2376   -0.9654    3.2907    3.2164    0.3194    0.3767    0.1887    5.7605    1.5833
-#> 358:    93.4723   -5.8923   -0.1491    2.2378   -0.9654    3.2875    3.2120    0.3194    0.3766    0.1886    5.7608    1.5837
-#> 359:    93.4705   -5.8931   -0.1490    2.2379   -0.9656    3.2875    3.2121    0.3194    0.3764    0.1886    5.7606    1.5843
-#> 360:    93.4699   -5.8938   -0.1488    2.2382   -0.9658    3.2837    3.2133    0.3195    0.3763    0.1886    5.7606    1.5848
-#> 361:    93.4693   -5.8951   -0.1487    2.2383   -0.9659    3.2822    3.2164    0.3195    0.3763    0.1886    5.7600    1.5852
-#> 362:    93.4691   -5.8963   -0.1486    2.2385   -0.9660    3.2770    3.2196    0.3195    0.3763    0.1884    5.7618    1.5856
-#> 363:    93.4681   -5.8970   -0.1485    2.2387   -0.9660    3.2706    3.2208    0.3195    0.3762    0.1883    5.7639    1.5857
-#> 364:    93.4674   -5.8970   -0.1484    2.2389   -0.9660    3.2593    3.2189    0.3195    0.3760    0.1881    5.7659    1.5855
-#> 365:    93.4680   -5.8968   -0.1482    2.2391   -0.9659    3.2513    3.2174    0.3196    0.3758    0.1881    5.7686    1.5857
-#> 366:    93.4672   -5.8962   -0.1480    2.2393   -0.9658    3.2493    3.2161    0.3196    0.3755    0.1880    5.7714    1.5861
-#> 367:    93.4656   -5.8953   -0.1479    2.2396   -0.9657    3.2462    3.2121    0.3195    0.3753    0.1881    5.7721    1.5862
-#> 368:    93.4645   -5.8946   -0.1478    2.2398   -0.9657    3.2469    3.2083    0.3194    0.3750    0.1882    5.7724    1.5860
-#> 369:    93.4638   -5.8946   -0.1476    2.2401   -0.9657    3.2544    3.2068    0.3194    0.3749    0.1882    5.7713    1.5856
-#> 370:    93.4639   -5.8946   -0.1475    2.2404   -0.9657    3.2547    3.2066    0.3194    0.3748    0.1882    5.7719    1.5853
-#> 371:    93.4646   -5.8959   -0.1474    2.2407   -0.9657    3.2584    3.2129    0.3194    0.3746    0.1883    5.7725    1.5847
-#> 372:    93.4648   -5.8964   -0.1473    2.2409   -0.9658    3.2649    3.2172    0.3193    0.3745    0.1883    5.7730    1.5843
-#> 373:    93.4658   -5.8958   -0.1471    2.2411   -0.9659    3.2744    3.2135    0.3193    0.3743    0.1884    5.7730    1.5843
-#> 374:    93.4678   -5.8953   -0.1470    2.2412   -0.9662    3.2855    3.2100    0.3192    0.3742    0.1885    5.7727    1.5847
-#> 375:    93.4697   -5.8955   -0.1470    2.2413   -0.9663    3.2917    3.2087    0.3190    0.3742    0.1885    5.7733    1.5845
-#> 376:    93.4707   -5.8960   -0.1469    2.2414   -0.9664    3.2997    3.2095    0.3189    0.3741    0.1885    5.7726    1.5841
-#> 377:    93.4712   -5.8965   -0.1468    2.2415   -0.9665    3.3016    3.2100    0.3188    0.3741    0.1885    5.7724    1.5836
-#> 378:    93.4706   -5.8971   -0.1468    2.2416   -0.9665    3.2958    3.2113    0.3187    0.3741    0.1884    5.7733    1.5829
-#> 379:    93.4699   -5.8983   -0.1467    2.2418   -0.9666    3.2940    3.2174    0.3186    0.3741    0.1883    5.7732    1.5827
-#> 380:    93.4709   -5.8993   -0.1467    2.2418   -0.9667    3.2907    3.2225    0.3185    0.3739    0.1882    5.7726    1.5826
-#> 381:    93.4730   -5.9009   -0.1467    2.2418   -0.9667    3.2861    3.2325    0.3185    0.3737    0.1881    5.7709    1.5825
-#> 382:    93.4746   -5.9018   -0.1467    2.2418   -0.9667    3.2841    3.2407    0.3184    0.3734    0.1880    5.7692    1.5822
-#> 383:    93.4744   -5.9033   -0.1468    2.2418   -0.9667    3.2847    3.2537    0.3184    0.3732    0.1878    5.7672    1.5819
-#> 384:    93.4747   -5.9049   -0.1468    2.2418   -0.9667    3.2854    3.2640    0.3184    0.3729    0.1878    5.7657    1.5816
-#> 385:    93.4751   -5.9062   -0.1468    2.2418   -0.9666    3.2917    3.2702    0.3184    0.3727    0.1877    5.7642    1.5813
-#> 386:    93.4756   -5.9074   -0.1468    2.2418   -0.9666    3.2971    3.2753    0.3185    0.3725    0.1876    5.7625    1.5810
-#> 387:    93.4761   -5.9084   -0.1469    2.2417   -0.9666    3.2988    3.2789    0.3185    0.3723    0.1875    5.7613    1.5804
-#> 388:    93.4777   -5.9092   -0.1469    2.2417   -0.9666    3.3055    3.2811    0.3185    0.3721    0.1875    5.7599    1.5803
-#> 389:    93.4805   -5.9092   -0.1468    2.2417   -0.9667    3.3138    3.2802    0.3185    0.3719    0.1874    5.7588    1.5803
-#> 390:    93.4828   -5.9089   -0.1468    2.2417   -0.9667    3.3164    3.2782    0.3186    0.3718    0.1873    5.7576    1.5806
-#> 391:    93.4854   -5.9094   -0.1467    2.2416   -0.9668    3.3265    3.2800    0.3186    0.3716    0.1873    5.7556    1.5804
-#> 392:    93.4877   -5.9103   -0.1467    2.2416   -0.9669    3.3327    3.2836    0.3187    0.3715    0.1873    5.7535    1.5803
-#> 393:    93.4899   -5.9110   -0.1467    2.2416   -0.9669    3.3419    3.2876    0.3187    0.3715    0.1873    5.7517    1.5803
-#> 394:    93.4925   -5.9117   -0.1467    2.2416   -0.9669    3.3494    3.2903    0.3187    0.3714    0.1873    5.7508    1.5801
-#> 395:    93.4945   -5.9121   -0.1467    2.2416   -0.9670    3.3536    3.2912    0.3187    0.3714    0.1873    5.7497    1.5796
-#> 396:    93.4951   -5.9124   -0.1467    2.2416   -0.9670    3.3590    3.2918    0.3187    0.3715    0.1873    5.7476    1.5793
-#> 397:    93.4955   -5.9123   -0.1467    2.2416   -0.9669    3.3626    3.2904    0.3186    0.3715    0.1873    5.7456    1.5788
-#> 398:    93.4971   -5.9120   -0.1467    2.2416   -0.9669    3.3735    3.2887    0.3186    0.3716    0.1873    5.7433    1.5786
-#> 399:    93.4995   -5.9116   -0.1467    2.2415   -0.9669    3.3854    3.2866    0.3186    0.3716    0.1873    5.7422    1.5785
-#> 400:    93.5007   -5.9116   -0.1466    2.2415   -0.9669    3.3923    3.2856    0.3186    0.3717    0.1873    5.7416    1.5786
-#> 401:    93.5028   -5.9109   -0.1467    2.2415   -0.9669    3.4020    3.2820    0.3186    0.3718    0.1873    5.7412    1.5787
-#> 402:    93.5042   -5.9099   -0.1467    2.2414   -0.9669    3.4114    3.2781    0.3186    0.3719    0.1874    5.7406    1.5788
-#> 403:    93.5054   -5.9090   -0.1467    2.2413   -0.9670    3.4179    3.2735    0.3186    0.3720    0.1874    5.7401    1.5785
-#> 404:    93.5071   -5.9093   -0.1468    2.2412   -0.9670    3.4190    3.2726    0.3186    0.3720    0.1875    5.7392    1.5779
-#> 405:    93.5087   -5.9087   -0.1468    2.2411   -0.9671    3.4186    3.2689    0.3186    0.3721    0.1876    5.7386    1.5776
-#> 406:    93.5091   -5.9087   -0.1469    2.2411   -0.9671    3.4228    3.2688    0.3186    0.3721    0.1876    5.7377    1.5774
-#> 407:    93.5094   -5.9091   -0.1470    2.2411   -0.9672    3.4285    3.2698    0.3186    0.3720    0.1877    5.7368    1.5770
-#> 408:    93.5108   -5.9081   -0.1470    2.2410   -0.9672    3.4378    3.2648    0.3187    0.3719    0.1877    5.7358    1.5766
-#> 409:    93.5113   -5.9082   -0.1470    2.2410   -0.9672    3.4444    3.2643    0.3187    0.3719    0.1878    5.7357    1.5763
-#> 410:    93.5102   -5.9099   -0.1470    2.2410   -0.9672    3.4502    3.2731    0.3188    0.3719    0.1878    5.7359    1.5756
-#> 411:    93.5097   -5.9109   -0.1469    2.2410   -0.9673    3.4534    3.2793    0.3188    0.3718    0.1878    5.7348    1.5753
-#> 412:    93.5102   -5.9114   -0.1469    2.2410   -0.9673    3.4522    3.2836    0.3189    0.3717    0.1878    5.7330    1.5753
-#> 413:    93.5110   -5.9120   -0.1469    2.2410   -0.9675    3.4534    3.2885    0.3189    0.3716    0.1878    5.7320    1.5756
-#> 414:    93.5126   -5.9130   -0.1469    2.2410   -0.9675    3.4550    3.2943    0.3190    0.3716    0.1878    5.7314    1.5753
-#> 415:    93.5144   -5.9140   -0.1469    2.2409   -0.9676    3.4574    3.3003    0.3190    0.3715    0.1878    5.7304    1.5751
-#> 416:    93.5147   -5.9149   -0.1469    2.2409   -0.9676    3.4632    3.3059    0.3191    0.3714    0.1878    5.7292    1.5750
-#> 417:    93.5132   -5.9156   -0.1468    2.2410   -0.9677    3.4675    3.3090    0.3192    0.3713    0.1878    5.7292    1.5747
-#> 418:    93.5131   -5.9165   -0.1468    2.2410   -0.9678    3.4680    3.3130    0.3192    0.3712    0.1878    5.7296    1.5747
-#> 419:    93.5142   -5.9166   -0.1467    2.2411   -0.9678    3.4663    3.3143    0.3193    0.3712    0.1879    5.7302    1.5744
-#> 420:    93.5150   -5.9164   -0.1466    2.2412   -0.9679    3.4626    3.3130    0.3193    0.3712    0.1879    5.7303    1.5744
-#> 421:    93.5162   -5.9169   -0.1465    2.2413   -0.9681    3.4596    3.3158    0.3194    0.3713    0.1880    5.7315    1.5743
-#> 422:    93.5173   -5.9172   -0.1465    2.2414   -0.9682    3.4567    3.3165    0.3194    0.3714    0.1881    5.7332    1.5740
-#> 423:    93.5174   -5.9178   -0.1464    2.2415   -0.9684    3.4550    3.3185    0.3194    0.3715    0.1882    5.7348    1.5741
-#> 424:    93.5174   -5.9189   -0.1464    2.2417   -0.9685    3.4531    3.3225    0.3193    0.3716    0.1882    5.7360    1.5737
-#> 425:    93.5171   -5.9184   -0.1463    2.2418   -0.9685    3.4508    3.3186    0.3192    0.3718    0.1882    5.7372    1.5738
-#> 426:    93.5167   -5.9177   -0.1462    2.2419   -0.9686    3.4566    3.3143    0.3192    0.3720    0.1882    5.7385    1.5735
-#> 427:    93.5185   -5.9174   -0.1462    2.2420   -0.9687    3.4561    3.3114    0.3191    0.3721    0.1881    5.7389    1.5734
-#> 428:    93.5192   -5.9177   -0.1461    2.2421   -0.9688    3.4574    3.3112    0.3191    0.3722    0.1880    5.7398    1.5731
-#> 429:    93.5184   -5.9179   -0.1460    2.2421   -0.9689    3.4558    3.3102    0.3190    0.3723    0.1879    5.7405    1.5729
-#> 430:    93.5170   -5.9187   -0.1460    2.2421   -0.9690    3.4575    3.3132    0.3190    0.3724    0.1879    5.7404    1.5727
-#> 431:    93.5156   -5.9192   -0.1460    2.2422   -0.9691    3.4556    3.3150    0.3190    0.3724    0.1879    5.7405    1.5726
-#> 432:    93.5148   -5.9203   -0.1459    2.2422   -0.9692    3.4557    3.3201    0.3190    0.3725    0.1878    5.7409    1.5727
-#> 433:    93.5134   -5.9215   -0.1459    2.2422   -0.9692    3.4569    3.3263    0.3190    0.3726    0.1878    5.7415    1.5731
-#> 434:    93.5128   -5.9222   -0.1459    2.2423   -0.9691    3.4623    3.3304    0.3190    0.3726    0.1877    5.7422    1.5728
-#> 435:    93.5116   -5.9231   -0.1459    2.2424   -0.9691    3.4672    3.3376    0.3191    0.3727    0.1877    5.7424    1.5726
-#> 436:    93.5111   -5.9228   -0.1459    2.2425   -0.9692    3.4658    3.3352    0.3190    0.3727    0.1876    5.7429    1.5725
-#> 437:    93.5100   -5.9227   -0.1459    2.2425   -0.9692    3.4651    3.3328    0.3190    0.3727    0.1876    5.7430    1.5725
-#> 438:    93.5071   -5.9230   -0.1459    2.2425   -0.9692    3.4614    3.3329    0.3190    0.3728    0.1876    5.7437    1.5725
-#> 439:    93.5035   -5.9225   -0.1459    2.2426   -0.9691    3.4555    3.3298    0.3190    0.3728    0.1875    5.7449    1.5725
-#> 440:    93.5006   -5.9222   -0.1459    2.2426   -0.9690    3.4503    3.3286    0.3190    0.3728    0.1874    5.7461    1.5723
-#> 441:    93.4988   -5.9220   -0.1459    2.2427   -0.9689    3.4445    3.3272    0.3190    0.3728    0.1874    5.7466    1.5721
-#> 442:    93.4971   -5.9216   -0.1459    2.2428   -0.9688    3.4392    3.3265    0.3190    0.3728    0.1874    5.7475    1.5721
-#> 443:    93.4957   -5.9214   -0.1458    2.2429   -0.9688    3.4338    3.3256    0.3190    0.3729    0.1874    5.7487    1.5723
-#> 444:    93.4949   -5.9210   -0.1458    2.2430   -0.9688    3.4288    3.3236    0.3189    0.3729    0.1874    5.7502    1.5721
-#> 445:    93.4932   -5.9210   -0.1458    2.2430   -0.9687    3.4283    3.3237    0.3189    0.3731    0.1874    5.7516    1.5719
-#> 446:    93.4922   -5.9205   -0.1458    2.2430   -0.9687    3.4253    3.3215    0.3188    0.3733    0.1873    5.7524    1.5717
-#> 447:    93.4917   -5.9205   -0.1458    2.2430   -0.9686    3.4257    3.3213    0.3187    0.3736    0.1873    5.7528    1.5715
-#> 448:    93.4924   -5.9205   -0.1458    2.2430   -0.9685    3.4296    3.3209    0.3186    0.3737    0.1872    5.7532    1.5717
-#> 449:    93.4920   -5.9203   -0.1459    2.2430   -0.9684    3.4302    3.3194    0.3185    0.3739    0.1872    5.7542    1.5717
-#> 450:    93.4915   -5.9207   -0.1459    2.2430   -0.9684    3.4314    3.3217    0.3184    0.3741    0.1871    5.7551    1.5715
-#> 451:    93.4915   -5.9214   -0.1459    2.2430   -0.9684    3.4371    3.3253    0.3183    0.3743    0.1871    5.7562    1.5717
-#> 452:    93.4926   -5.9212   -0.1458    2.2430   -0.9683    3.4417    3.3242    0.3182    0.3745    0.1870    5.7567    1.5717
-#> 453:    93.4935   -5.9211   -0.1459    2.2430   -0.9683    3.4413    3.3232    0.3182    0.3746    0.1870    5.7574    1.5714
-#> 454:    93.4941   -5.9209   -0.1459    2.2429   -0.9683    3.4406    3.3222    0.3182    0.3748    0.1870    5.7580    1.5713
-#> 455:    93.4947   -5.9212   -0.1459    2.2429   -0.9684    3.4450    3.3232    0.3181    0.3750    0.1870    5.7580    1.5710
-#> 456:    93.4950   -5.9214   -0.1459    2.2429   -0.9684    3.4481    3.3236    0.3181    0.3751    0.1870    5.7585    1.5708
-#> 457:    93.4961   -5.9220   -0.1459    2.2429   -0.9685    3.4516    3.3266    0.3180    0.3752    0.1869    5.7590    1.5707
-#> 458:    93.4965   -5.9218   -0.1459    2.2428   -0.9685    3.4553    3.3257    0.3179    0.3753    0.1869    5.7589    1.5707
-#> 459:    93.4959   -5.9212   -0.1459    2.2428   -0.9685    3.4572    3.3229    0.3178    0.3754    0.1868    5.7596    1.5705
-#> 460:    93.4960   -5.9209   -0.1459    2.2428   -0.9685    3.4573    3.3209    0.3178    0.3755    0.1868    5.7598    1.5704
-#> 461:    93.4944   -5.9211   -0.1459    2.2428   -0.9685    3.4592    3.3202    0.3177    0.3757    0.1868    5.7609    1.5701
-#> 462:    93.4941   -5.9214   -0.1459    2.2428   -0.9686    3.4630    3.3206    0.3176    0.3759    0.1868    5.7617    1.5700
-#> 463:    93.4932   -5.9215   -0.1459    2.2429   -0.9686    3.4708    3.3197    0.3175    0.3761    0.1868    5.7622    1.5699
-#> 464:    93.4933   -5.9209   -0.1459    2.2429   -0.9685    3.4759    3.3162    0.3175    0.3762    0.1869    5.7628    1.5696
-#> 465:    93.4928   -5.9204   -0.1459    2.2428   -0.9685    3.4794    3.3133    0.3174    0.3764    0.1870    5.7642    1.5693
-#> 466:    93.4934   -5.9197   -0.1460    2.2428   -0.9685    3.4838    3.3105    0.3173    0.3766    0.1870    5.7659    1.5693
-#> 467:    93.4931   -5.9197   -0.1460    2.2428   -0.9685    3.4866    3.3094    0.3172    0.3768    0.1871    5.7667    1.5691
-#> 468:    93.4933   -5.9198   -0.1460    2.2428   -0.9685    3.4916    3.3099    0.3172    0.3769    0.1871    5.7672    1.5690
-#> 469:    93.4936   -5.9200   -0.1461    2.2427   -0.9685    3.4929    3.3119    0.3171    0.3771    0.1871    5.7681    1.5689
-#> 470:    93.4938   -5.9200   -0.1461    2.2427   -0.9685    3.4931    3.3111    0.3171    0.3773    0.1871    5.7685    1.5687
-#> 471:    93.4943   -5.9198   -0.1461    2.2427   -0.9685    3.4932    3.3097    0.3170    0.3776    0.1871    5.7681    1.5686
-#> 472:    93.4931   -5.9197   -0.1461    2.2427   -0.9684    3.4923    3.3092    0.3170    0.3778    0.1870    5.7683    1.5686
-#> 473:    93.4928   -5.9193   -0.1461    2.2426   -0.9684    3.4918    3.3068    0.3169    0.3781    0.1870    5.7690    1.5685
-#> 474:    93.4920   -5.9193   -0.1462    2.2426   -0.9683    3.4878    3.3075    0.3169    0.3781    0.1870    5.7687    1.5688
-#> 475:    93.4909   -5.9191   -0.1463    2.2425   -0.9683    3.4868    3.3069    0.3169    0.3782    0.1869    5.7681    1.5692
-#> 476:    93.4887   -5.9190   -0.1464    2.2424   -0.9682    3.4881    3.3072    0.3169    0.3783    0.1869    5.7673    1.5694
-#> 477:    93.4875   -5.9185   -0.1465    2.2423   -0.9681    3.4847    3.3059    0.3169    0.3784    0.1868    5.7667    1.5696
-#> 478:    93.4867   -5.9182   -0.1466    2.2421   -0.9681    3.4804    3.3056    0.3170    0.3784    0.1867    5.7661    1.5700
-#> 479:    93.4865   -5.9178   -0.1468    2.2419   -0.9681    3.4768    3.3043    0.3171    0.3784    0.1867    5.7657    1.5702
-#> 480:    93.4863   -5.9181   -0.1469    2.2417   -0.9680    3.4733    3.3057    0.3172    0.3784    0.1866    5.7656    1.5702
-#> 481:    93.4865   -5.9182   -0.1470    2.2415   -0.9680    3.4694    3.3069    0.3173    0.3784    0.1866    5.7648    1.5705
-#> 482:    93.4871   -5.9187   -0.1472    2.2412   -0.9681    3.4667    3.3089    0.3173    0.3784    0.1865    5.7631    1.5709
-#> 483:    93.4860   -5.9192   -0.1473    2.2410   -0.9681    3.4668    3.3107    0.3174    0.3785    0.1865    5.7624    1.5709
-#> 484:    93.4858   -5.9193   -0.1474    2.2408   -0.9681    3.4681    3.3111    0.3174    0.3786    0.1864    5.7615    1.5713
-#> 485:    93.4858   -5.9195   -0.1476    2.2406   -0.9681    3.4643    3.3110    0.3174    0.3787    0.1864    5.7612    1.5717
-#> 486:    93.4853   -5.9198   -0.1477    2.2404   -0.9682    3.4665    3.3115    0.3174    0.3788    0.1864    5.7612    1.5717
-#> 487:    93.4856   -5.9201   -0.1478    2.2402   -0.9682    3.4687    3.3143    0.3173    0.3790    0.1864    5.7612    1.5719
-#> 488:    93.4858   -5.9209   -0.1479    2.2401   -0.9683    3.4688    3.3186    0.3173    0.3792    0.1864    5.7626    1.5722
-#> 489:    93.4870   -5.9211   -0.1480    2.2399   -0.9684    3.4681    3.3198    0.3174    0.3794    0.1863    5.7640    1.5725
-#> 490:    93.4881   -5.9213   -0.1481    2.2398   -0.9684    3.4694    3.3211    0.3174    0.3797    0.1864    5.7650    1.5728
-#> 491:    93.4892   -5.9210   -0.1482    2.2395   -0.9685    3.4716    3.3193    0.3173    0.3799    0.1864    5.7650    1.5732
-#> 492:    93.4907   -5.9211   -0.1483    2.2393   -0.9686    3.4754    3.3179    0.3173    0.3801    0.1865    5.7648    1.5736
-#> 493:    93.4928   -5.9215   -0.1484    2.2390   -0.9686    3.4858    3.3185    0.3173    0.3803    0.1865    5.7640    1.5738
-#> 494:    93.4937   -5.9217   -0.1485    2.2388   -0.9687    3.4940    3.3182    0.3172    0.3805    0.1865    5.7639    1.5740
-#> 495:    93.4945   -5.9213   -0.1485    2.2386   -0.9688    3.4998    3.3151    0.3172    0.3808    0.1866    5.7638    1.5742
-#> 496:    93.4953   -5.9208   -0.1486    2.2384   -0.9688    3.5036    3.3123    0.3172    0.3810    0.1867    5.7635    1.5745
-#> 497:    93.4969   -5.9205   -0.1487    2.2382   -0.9689    3.5064    3.3109    0.3172    0.3813    0.1868    5.7637    1.5747
-#> 498:    93.4980   -5.9205   -0.1488    2.2379   -0.9690    3.5057    3.3104    0.3171    0.3815    0.1868    5.7639    1.5752
-#> 499:    93.4999   -5.9205   -0.1488    2.2377   -0.9691    3.5095    3.3102    0.3171    0.3817    0.1869    5.7639    1.5756
-#> 500:    93.5013   -5.9210   -0.1489    2.2376   -0.9691    3.5093    3.3135    0.3171    0.3818    0.1869    5.7644    1.5758
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_fomc_sfo_focei_obs <- nlmixr(f_mmkin_obs["FOMC-SFO", ], est = "focei")
+
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> 1:    93.4067   -5.7935   -0.0604    2.2993   -1.1624    2.9450    1.7342    0.6650    0.5890    0.4750   14.5215    9.1023
+#> 2:    93.8811   -5.7873   -0.0289    2.3640   -1.0762    2.7977    2.0710    0.6317    0.5595    0.4512   11.1033    4.6425
+#> 3:    94.0397   -5.9934    0.0119    2.4035   -1.0703    3.0693    2.4524    0.6124    0.5316    0.4287   10.0698    3.4243
+#> 4:    93.8834   -6.0401    0.0041    2.3944   -1.0097    2.9159    3.1645    0.6120    0.5050    0.4073    9.2013    3.2162
+#> 5:    94.0163   -5.8381   -0.0267    2.3580   -1.0239    2.7701    3.0063    0.5814    0.4797    0.3869    9.0330    3.0330
+#> 6:    93.9753   -5.8371   -0.0315    2.3598   -1.0052    2.6316    2.8559    0.5708    0.4558    0.3675    8.6051    2.6518
+#> 7:    93.6109   -5.8741   -0.0401    2.3570   -1.0025    2.5000    2.7131    0.5691    0.4330    0.3492    8.4407    2.4701
+#> 8:    93.2480   -6.0361   -0.0523    2.3504   -1.0028    2.3750    3.1584    0.5407    0.4113    0.3317    8.6121    2.2437
+#> 9:    93.2245   -6.0431   -0.0503    2.3552   -0.9828    2.2562    3.9790    0.5395    0.3908    0.3151    8.6609    2.1129
+#> 10:    93.3040   -6.1080   -0.0503    2.3613   -0.9784    2.1434    4.8606    0.5401    0.3712    0.2994    8.6497    2.0865
+#> 11:    93.4509   -5.9532   -0.0503    2.3444   -0.9823    3.0948    4.6176    0.5679    0.3527    0.2844    8.1651    2.0310
+#> 12:    93.5099   -6.1699   -0.0503    2.3408   -0.9746    3.2814    4.3867    0.5679    0.3350    0.2702    8.1716    1.9862
+#> 13:    93.8052   -6.1984   -0.0474    2.3233   -0.9922    3.1173    4.6967    0.5644    0.3183    0.2567    8.2982    2.0040
+#> 14:    93.6510   -6.0090   -0.0429    2.3601   -0.9885    2.9615    4.4618    0.5526    0.3024    0.2438    8.3254    2.0605
+#> 15:    93.8952   -6.3354   -0.0394    2.3580   -0.9792    2.8134    5.2117    0.5657    0.2872    0.2316    8.1329    2.0520
+#> 16:    93.4703   -6.0722   -0.0434    2.3386   -1.0026    2.6727    4.9512    0.5781    0.2729    0.2201    8.0866    2.0994
+#> 17:    93.4238   -6.2132   -0.0755    2.3120   -1.0119    2.5391    4.7036    0.5495    0.2592    0.2091    7.5958    2.2864
+#> 18:    93.5288   -6.2747   -0.0616    2.3223   -1.0105    2.4121    4.4684    0.5467    0.2463    0.1986    7.1910    1.9828
+#> 19:    93.2607   -6.3635   -0.0631    2.3206   -1.0045    3.6271    4.8142    0.5405    0.2340    0.1928    7.3672    1.8187
+#> 20:    93.3918   -6.3241   -0.0742    2.2941   -1.0140    3.4457    4.9242    0.5596    0.2223    0.1950    7.1427    1.8754
+#> 21:    93.6794   -6.1336   -0.0758    2.3000   -1.0048    3.2734    4.6780    0.5565    0.2111    0.1852    7.0989    1.9232
+#> 22:    94.0006   -6.1882   -0.0800    2.3099   -1.0252    3.1098    4.4441    0.5354    0.2006    0.1870    7.0038    1.9920
+#> 23:    93.6433   -6.2626   -0.0841    2.2791   -1.0183    4.8893    4.4476    0.5276    0.1906    0.1798    6.3698    1.8787
+#> 24:    93.9545   -6.3772   -0.0816    2.2887   -1.0019    4.6448    5.1698    0.5293    0.1810    0.1779    6.5903    1.9474
+#> 25:    94.2280   -6.3235   -0.0839    2.2600   -0.9932    5.2801    4.9113    0.5262    0.1720    0.1806    6.5267    1.9807
+#> 26:    94.2022   -6.2830   -0.0883    2.2643   -1.0012    5.9595    4.6658    0.5225    0.1634    0.1795    6.3678    1.9659
+#> 27:    94.4398   -6.1769   -0.0894    2.2564   -1.0177    9.0771    4.4325    0.5207    0.1552    0.1880    6.4522    1.8590
+#> 28:    94.2586   -6.1652   -0.0882    2.2574   -1.0226    8.6233    4.2108    0.5158    0.1475    0.1881    6.3701    1.7882
+#> 29:    94.3490   -6.1505   -0.0854    2.2615   -1.0081    9.6333    4.0003    0.5109    0.1423    0.1833    6.3601    1.8485
+#> 30:    94.6929   -6.0285   -0.0909    2.2610   -1.0082    9.1517    3.8003    0.5117    0.1401    0.2097    6.2461    1.8606
+#> 31:    94.2553   -6.0390   -0.0896    2.2625   -1.0078    8.6941    3.6103    0.5072    0.1378    0.2088    6.3337    1.8220
+#> 32:    94.3096   -5.7252   -0.0886    2.2677   -0.9967    9.0244    3.4298    0.5051    0.1325    0.2015    6.4601    1.8880
+#> 33:    94.8327   -5.8775   -0.0865    2.2684   -0.9976    8.6305    3.2583    0.4920    0.1333    0.1993    6.4804    1.8203
+#> 34:    94.3527   -5.9488   -0.0826    2.2879   -0.9989    8.1989    3.1538    0.4969    0.1388    0.1984    6.4201    1.7696
+#> 35:    94.4411   -6.1171   -0.0826    2.2913   -0.9964    8.4377    3.7937    0.4969    0.1387    0.1972    6.3878    1.7612
+#> 36:    94.2058   -6.1151   -0.0844    2.2920   -1.0069    8.0158    3.7963    0.4962    0.1395    0.1938    6.2469    1.6680
+#> 37:    93.7449   -6.1251   -0.0925    2.2736   -1.0019    7.6150    3.8477    0.5101    0.1325    0.1841    6.1375    1.7472
+#> 38:    93.6861   -6.0575   -0.0934    2.2803   -1.0097    7.2343    3.6553    0.5119    0.1259    0.1862    6.0729    1.7608
+#> 39:    93.9767   -6.0314   -0.0999    2.2548   -1.0231    6.8726    3.4725    0.5195    0.1234    0.1951    6.1947    1.8276
+#> 40:    94.0297   -6.1559   -0.0989    2.2440   -1.0374    6.5290    3.8559    0.5199    0.1279    0.1891    6.0195    1.8906
+#> 41:    94.2069   -6.3055   -0.0820    2.2710   -1.0275    6.2025    4.7866    0.5304    0.1215    0.1858    6.1777    1.8541
+#> 42:    94.2400   -6.3179   -0.0790    2.2783   -1.0379    5.8924    4.6915    0.5253    0.1154    0.1794    6.0530    1.8960
+#> 43:    93.9851   -6.4096   -0.0784    2.2832   -1.0341    5.5978    5.0608    0.5163    0.1097    0.1773    6.0057    1.8136
+#> 44:    94.1440   -6.2214   -0.0746    2.2969   -1.0262    5.3179    4.8077    0.5130    0.1079    0.1851    6.1182    1.8390
+#> 45:    93.8847   -6.3883   -0.0745    2.3059   -1.0132    6.8202    5.1378    0.5130    0.1174    0.1769    6.1000    1.8391
+#> 46:    93.7228   -6.3305   -0.0794    2.3033   -1.0107    6.4792    4.8809    0.5095    0.1196    0.1783    6.2794    1.7304
+#> 47:    93.7031   -6.4232   -0.0796    2.3006   -1.0028    6.1552    5.5756    0.5092    0.1243    0.1887    6.1716    1.7279
+#> 48:    93.5210   -6.2770   -0.0794    2.2948   -1.0122    5.8475    5.2968    0.5098    0.1247    0.1863    5.9847    1.7994
+#> 49:    93.3676   -6.4486   -0.0754    2.3079   -1.0061    5.5551    5.4356    0.5018    0.1198    0.1858    6.1108    1.7598
+#> 50:    93.8573   -6.3944   -0.0755    2.3057   -1.0038    5.2773    5.2487    0.5063    0.1193    0.1843    6.0935    1.7725
+#> 51:    93.7004   -6.2783   -0.0854    2.2836   -1.0074    5.0135    4.9863    0.4932    0.1269    0.1858    6.1630    1.8063
+#> 52:    93.4843   -6.3763   -0.0962    2.2731   -1.0073    4.7628    5.0969    0.4815    0.1345    0.1924    6.0823    1.8013
+#> 53:    93.6971   -6.5002   -0.0887    2.2774   -1.0111    4.5246    5.7428    0.4726    0.1346    0.1982    6.1744    1.7695
+#> 54:    93.6176   -6.4928   -0.0917    2.2648   -1.0220    4.2984    5.4557    0.4765    0.1419    0.2017    6.3732    1.8195
+#> 55:    93.7072   -6.5760   -0.0833    2.2865   -1.0282    4.0835    5.9775    0.4732    0.1434    0.1963    6.3653    1.7028
+#> 56:    94.1360   -6.6854   -0.0901    2.2941   -1.0244    3.8793    7.2562    0.4637    0.1393    0.1935    6.3001    1.7878
+#> 57:    93.4627   -6.6255   -0.1049    2.2502   -1.0233    3.6854    6.8934    0.4847    0.1323    0.1878    6.2357    1.8480
+#> 58:    93.8066   -6.6603   -0.1049    2.2362   -1.0280    3.5011    6.9334    0.4847    0.1397    0.1872    6.3582    1.7787
+#> 59:    93.8599   -6.7837   -0.1046    2.2450   -1.0274    3.3260    8.4672    0.4853    0.1332    0.1833    6.1248    1.8066
+#> 60:    93.6190   -6.5618   -0.1055    2.2381   -1.0244    3.1597    8.0438    0.4742    0.1390    0.1858    6.2589    1.7881
+#> 61:    93.7045   -6.6482   -0.1159    2.2413   -1.0272    3.2942    7.8485    0.4655    0.1406    0.1827    5.8425    1.7744
+#> 62:    93.5232   -6.5027   -0.1168    2.2418   -1.0187    3.3810    7.4560    0.4766    0.1414    0.1790    5.9349    1.7717
+#> 63:    93.4884   -6.4221   -0.1164    2.2505   -1.0062    3.2119    7.0832    0.4768    0.1422    0.1752    6.0193    1.7434
+#> 64:    93.2305   -6.4456   -0.1153    2.2573   -1.0062    4.1468    6.7291    0.4776    0.1395    0.1753    5.8355    1.7529
+#> 65:    93.3743   -6.3237   -0.1227    2.2484   -1.0102    3.9395    6.3926    0.4864    0.1374    0.1800    5.6731    1.7808
+#> 66:    93.7132   -6.3178   -0.1186    2.2389   -0.9894    4.0557    6.0730    0.4909    0.1426    0.1807    5.7099    1.7283
+#> 67:    93.7490   -6.3514   -0.1155    2.2445   -0.9946    3.8529    5.7693    0.4938    0.1379    0.1830    5.7366    1.7847
+#> 68:    93.7617   -6.1181   -0.1251    2.2487   -0.9841    3.7650    5.4809    0.4816    0.1549    0.1769    5.6569    1.7415
+#> 69:    93.4342   -6.3588   -0.1301    2.2350   -0.9813    4.5688    5.2068    0.4745    0.1624    0.1736    5.5771    1.7091
+#> 70:    93.5303   -6.3266   -0.1330    2.2384   -0.9753    4.3404    4.9465    0.4734    0.1563    0.1699    5.5332    1.7256
+#> 71:    93.4733   -6.2859   -0.1364    2.2170   -0.9781    4.1234    4.6992    0.4701    0.1604    0.1649    5.6661    1.7335
+#> 72:    93.3055   -6.2502   -0.1462    2.2156   -0.9724    3.9172    4.7693    0.4519    0.1607    0.1582    5.4776    1.7679
+#> 73:    93.3010   -6.6844   -0.1490    2.2262   -0.9777    3.7213    6.9975    0.4426    0.1848    0.1640    5.7066    1.7588
+#> 74:    93.1104   -6.6720   -0.1484    2.2079   -0.9982    3.5353    6.7811    0.4436    0.1807    0.1732    5.7700    1.7343
+#> 75:    93.4534   -6.9644   -0.1480    2.2078   -0.9930    3.3585    8.7027    0.4497    0.1717    0.1708    5.5371    1.7098
+#> 76:    93.5886   -6.3503   -0.1491    2.1958   -0.9884    3.7136    8.2676    0.4509    0.1731    0.1706    5.3943    1.7340
+#> 77:    93.4345   -6.4976   -0.1531    2.1831   -0.9928    4.5945    7.8542    0.4592    0.1741    0.1703    5.5564    1.7164
+#> 78:    93.6007   -6.4885   -0.1538    2.1850   -0.9919    4.3647    7.4615    0.4607    0.1803    0.1692    5.4698    1.7354
+#> 79:    93.2897   -7.0329   -0.1518    2.1935   -0.9863    4.6922   10.9870    0.4569    0.1790    0.1608    5.3799    1.7484
+#> 80:    93.4130   -6.6634   -0.1531    2.1865   -0.9839    5.4720   10.4377    0.4585    0.1852    0.1543    5.4298    1.7237
+#> 81:    93.5828   -6.7204   -0.1563    2.1914   -0.9882    5.1984    9.9158    0.4548    0.1973    0.1600    5.4425    1.7741
+#> 82:    93.4450   -6.7357   -0.1537    2.1964   -0.9958    4.9384   10.1331    0.4577    0.1874    0.1632    5.6874    1.7789
+#> 83:    93.6109   -6.9249   -0.1493    2.2061   -0.9945    4.6915   11.1537    0.4474    0.1781    0.1686    5.4249    1.7317
+#> 84:    93.7133   -6.8029   -0.1493    2.2016   -0.9886    4.4569   10.9568    0.4474    0.1715    0.1689    5.5426    1.7227
+#> 85:    93.8040   -6.6434   -0.1483    2.2032   -0.9861    5.4991   10.4090    0.4330    0.1749    0.1726    5.4570    1.7332
+#> 86:    93.9029   -6.7750   -0.1472    2.2066   -0.9892    5.2241   11.7325    0.4352    0.1819    0.1644    5.5652    1.6802
+#> 87:    93.8127   -6.7015   -0.1499    2.2019   -0.9891    4.9629   11.1459    0.4292    0.1977    0.1661    5.7122    1.6713
+#> 88:    93.6777   -6.7044   -0.1440    2.2074   -1.0050    4.7148   10.5886    0.4379    0.1878    0.1750    5.6084    1.7096
+#> 89:    94.0481   -6.2990   -0.1443    2.2085   -0.9869    4.4790   10.0591    0.4355    0.1951    0.1688    5.4280    1.8093
+#> 90:    93.6399   -6.3965   -0.1429    2.2138   -0.9737    5.1306    9.5562    0.4367    0.1917    0.1604    5.5652    1.7458
+#> 91:    93.8670   -6.3075   -0.1426    2.2128   -0.9856    5.1368    9.0784    0.4427    0.1993    0.1546    5.3927    1.8246
+#> 92:    93.7332   -6.4793   -0.1426    2.2091   -0.9835    5.0102    8.6245    0.4427    0.1986    0.1585    5.4463    1.7343
+#> 93:    93.8211   -6.3270   -0.1416    2.2123   -0.9941    4.7597    8.1932    0.4431    0.1908    0.1689    5.5213    1.7093
+#> 94:    93.7499   -6.0880   -0.1390    2.2158   -0.9960    5.1992    7.7836    0.4444    0.1958    0.1733    5.5329    1.7880
+#> 95:    93.6253   -6.2196   -0.1436    2.2126   -1.0053    4.9392    7.3944    0.4383    0.2011    0.1717    5.6042    1.7460
+#> 96:    93.8862   -6.1475   -0.1408    2.2211   -0.9922    4.6923    7.0247    0.4347    0.2077    0.1669    5.6807    1.6943
+#> 97:    93.7610   -6.2409   -0.1368    2.2281   -0.9864    4.4576    6.6734    0.4313    0.2084    0.1723    5.5387    1.7075
+#> 98:    93.5362   -6.3378   -0.1368    2.2294   -0.9813    4.2348    6.3398    0.4313    0.2127    0.1877    5.5850    1.6627
+#> 99:    93.5044   -6.2557   -0.1311    2.2282   -0.9993    4.0230    6.0228    0.4461    0.2167    0.1879    5.6437    1.7076
+#> 100:    93.3102   -6.3602   -0.1311    2.2368   -1.0040    3.8219    5.7216    0.4461    0.2139    0.1875    5.8029    1.7592
+#> 101:    93.4687   -6.0385   -0.1241    2.2347   -1.0031    3.6308    5.4356    0.4483    0.2035    0.1816    6.0097    1.7002
+#> 102:    93.6536   -6.2867   -0.1299    2.2421   -1.0002    3.4492    5.1743    0.4434    0.1993    0.1872    5.8540    1.7162
+#> 103:    93.9532   -6.2261   -0.1277    2.2361   -0.9931    3.2768    5.0546    0.4450    0.2069    0.1884    5.6688    1.7324
+#> 104:    93.9839   -6.1980   -0.1287    2.2286   -1.0081    3.1129    5.0671    0.4475    0.1997    0.1985    5.7690    1.7636
+#> 105:    94.1682   -6.1671   -0.1283    2.2217   -1.0154    2.9573    4.8137    0.4481    0.1976    0.1965    5.9277    1.7386
+#> 106:    94.2778   -6.1839   -0.1243    2.2323   -1.0022    3.5381    4.5730    0.4707    0.1980    0.1932    5.7059    1.7184
+#> 107:    94.3667   -5.9941   -0.1182    2.2283   -1.0191    3.3612    4.3444    0.4753    0.1984    0.1986    5.7813    1.7446
+#> 108:    94.2722   -6.1869   -0.1171    2.2293   -1.0027    3.6659    4.6329    0.4742    0.1986    0.2011    5.7827    1.7074
+#> 109:    94.1997   -6.2385   -0.1172    2.2241   -1.0083    3.4826    4.7954    0.4721    0.2027    0.2020    5.8339    1.7650
+#> 110:    94.3017   -6.3774   -0.1291    2.2229   -0.9857    3.7634    5.8516    0.4810    0.2126    0.1984    5.7961    1.6706
+#> 111:    93.9803   -6.0240   -0.1258    2.2273   -0.9879    3.5752    5.5590    0.4749    0.2060    0.1976    5.6243    1.7082
+#> 112:    94.1307   -6.0036   -0.1253    2.2365   -0.9886    4.0368    5.2810    0.4760    0.2060    0.1975    5.5732    1.7063
+#> 113:    93.8676   -6.2496   -0.1118    2.2600   -1.0080    3.8350    5.0170    0.4855    0.2109    0.2006    5.6406    1.7357
+#> 114:    93.5949   -6.3200   -0.1044    2.2449   -1.0172    3.6472    4.7661    0.4868    0.2095    0.2131    5.7690    1.7428
+#> 115:    93.6997   -6.3282   -0.1046    2.2567   -1.0135    3.4648    4.8622    0.4876    0.2264    0.2134    5.8853    1.7823
+#> 116:    93.8191   -6.0802   -0.1087    2.2535   -1.0011    3.4347    4.6191    0.4786    0.2176    0.2108    5.6553    1.7802
+#> 117:    93.8575   -6.0930   -0.1022    2.2498   -0.9898    3.3071    4.3881    0.4822    0.2163    0.2075    5.7806    1.8150
+#> 118:    93.9164   -5.9787   -0.1133    2.2535   -0.9861    4.2578    4.1687    0.4687    0.2198    0.2088    5.4441    1.8411
+#> 119:    93.8748   -6.0108   -0.1165    2.2488   -0.9775    4.0449    3.9603    0.4653    0.2271    0.2032    5.6119    1.7501
+#> 120:    93.6001   -6.0447   -0.1144    2.2477   -0.9821    3.8426    3.7623    0.4641    0.2223    0.2055    5.6454    1.7244
+#> 121:    93.6712   -5.9851   -0.1195    2.2484   -0.9917    3.6505    3.5742    0.4600    0.2143    0.2010    5.4083    1.7965
+#> 122:    93.6859   -6.0390   -0.1145    2.2497   -0.9888    3.4680    3.5595    0.4618    0.2136    0.1986    5.4111    1.7519
+#> 123:    93.6014   -5.8383   -0.1145    2.2584   -0.9893    3.6047    3.3815    0.4618    0.2155    0.2045    5.3624    1.7023
+#> 124:    93.6333   -5.7861   -0.1131    2.2556   -0.9872    3.4245    3.2125    0.4621    0.2153    0.2025    5.3930    1.7036
+#> 125:    93.4504   -5.9483   -0.1154    2.2531   -0.9924    3.2533    3.0518    0.4640    0.2175    0.2030    5.5097    1.6830
+#> 126:    93.5693   -5.8818   -0.1120    2.2506   -0.9960    3.0906    2.8992    0.4606    0.2267    0.2016    5.4583    1.6650
+#> 127:    93.7074   -5.8191   -0.1178    2.2412   -0.9891    2.9361    2.7543    0.4688    0.2234    0.2039    5.4861    1.8125
+#> 128:    93.5959   -5.8842   -0.1179    2.2544   -0.9985    3.0224    2.6166    0.4700    0.2237    0.2019    5.6417    1.8454
+#> 129:    93.5600   -5.8683   -0.1161    2.2365   -0.9987    3.4186    2.4857    0.4721    0.2182    0.1918    5.4391    1.8145
+#> 130:    93.4104   -5.8226   -0.1126    2.2355   -0.9892    3.3648    2.4231    0.4763    0.2212    0.1873    5.3999    1.7457
+#> 131:    93.5045   -5.7255   -0.1118    2.2486   -0.9918    4.1951    2.3020    0.4776    0.2121    0.1927    5.4342    1.7744
+#> 132:    93.2626   -5.8379   -0.1097    2.2510   -0.9933    3.9853    2.5572    0.4763    0.2114    0.1966    5.2979    1.7239
+#> 133:    93.4370   -5.9097   -0.1049    2.2578   -0.9939    4.2190    2.8246    0.4738    0.2036    0.2020    5.2853    1.6765
+#> 134:    93.8665   -5.9439   -0.1035    2.2654   -0.9832    4.0081    3.1228    0.4756    0.2102    0.1961    5.3467    1.7177
+#> 135:    93.6301   -5.8062   -0.1031    2.2702   -0.9737    3.9024    2.9667    0.4748    0.2101    0.2003    5.3053    1.6977
+#> 136:    93.7744   -5.9328   -0.1055    2.2685   -0.9764    3.7072    2.9952    0.4721    0.2096    0.1949    5.4319    1.6864
+#> 137:    93.6734   -5.9886   -0.1107    2.2517   -0.9732    3.8811    3.4962    0.4642    0.2204    0.1924    5.4294    1.6684
+#> 138:    93.7128   -5.9927   -0.1119    2.2517   -0.9775    3.6870    3.4543    0.4667    0.2204    0.1953    5.3912    1.7060
+#> 139:    93.6530   -6.1296   -0.1210    2.2456   -0.9929    3.5027    4.6472    0.4527    0.2296    0.1855    5.4953    1.7242
+#> 140:    93.9344   -6.2519   -0.1384    2.2304   -0.9970    3.6814    4.4707    0.4337    0.2182    0.1762    5.5643    1.7596
+#> 141:    93.7356   -6.2804   -0.1296    2.2549   -0.9921    3.9811    4.4876    0.4218    0.2361    0.1674    5.3531    1.7175
+#> 142:    93.7399   -6.0023   -0.1098    2.2611   -0.9815    3.7821    4.2632    0.4395    0.2421    0.1807    5.3139    1.7191
+#> 143:    93.4732   -6.0376   -0.1108    2.2689   -0.9734    3.5930    4.0500    0.4396    0.2541    0.1718    5.2930    1.6229
+#> 144:    93.4900   -5.9517   -0.1093    2.2876   -0.9675    3.4133    3.8475    0.4337    0.2542    0.1711    5.4258    1.5660
+#> 145:    93.4090   -5.9596   -0.1000    2.2942   -0.9756    3.2426    3.6551    0.4274    0.2422    0.1671    5.3539    1.6971
+#> 146:    93.4142   -5.9549   -0.0982    2.2846   -0.9704    3.0805    3.6092    0.4226    0.2339    0.1745    5.5092    1.6696
+#> 147:    93.4409   -6.0720   -0.0971    2.2942   -0.9891    2.9265    3.9922    0.4224    0.2373    0.1781    5.5599    1.6080
+#> 148:    93.4504   -6.2201   -0.0980    2.2855   -0.9832    2.7802    4.6985    0.4104    0.2464    0.1856    5.5016    1.5877
+#> 149:    93.4240   -6.2122   -0.1005    2.2728   -0.9881    3.7659    4.7755    0.4082    0.2642    0.1885    5.4942    1.5534
+#> 150:    93.5094   -6.1295   -0.1087    2.2717   -0.9941    3.5776    4.5367    0.4109    0.2611    0.1928    5.3468    1.5585
+#> 151:    93.4038   -6.2751   -0.1130    2.2643   -0.9892    3.3987    4.9866    0.4172    0.2638    0.1905    5.4955    1.6256
+#> 152:    93.5072   -6.3361   -0.1147    2.2627   -0.9988    2.3580    5.3824    0.4175    0.2656    0.1819    5.7685    1.6126
+#> 153:    93.3582   -6.2019   -0.1227    2.2526   -0.9929    2.5874    4.7052    0.4348    0.2621    0.1810    5.5149    1.6181
+#> 154:    93.1890   -6.3537   -0.1263    2.2446   -0.9871    2.4073    5.7070    0.4351    0.2586    0.1829    5.3136    1.6272
+#> 155:    93.1706   -6.4117   -0.1260    2.2484   -0.9845    2.3035    6.0004    0.4463    0.2586    0.1781    5.4260    1.6494
+#> 156:    93.3240   -6.3931   -0.1259    2.2469   -0.9824    2.5659    5.7375    0.4466    0.2781    0.1754    5.6202    1.6591
+#> 157:    93.3239   -6.1812   -0.1242    2.2541   -0.9743    1.6054    4.5906    0.4478    0.2657    0.1758    5.6806    1.6367
+#> 158:    93.3756   -6.2562   -0.1264    2.2706   -0.9888    1.5329    4.6790    0.4458    0.2532    0.1728    5.7756    1.6248
+#> 159:    93.3034   -6.3291   -0.1217    2.2524   -0.9954    1.7774    5.7204    0.4532    0.2642    0.1715    5.8189    1.6830
+#> 160:    93.4387   -6.5115   -0.1196    2.2488   -0.9846    2.2219    6.4960    0.4555    0.2728    0.1689    5.5273    1.6332
+#> 161:    93.7646   -6.3820   -0.1231    2.2520   -0.9837    2.8322    5.7269    0.4498    0.2712    0.1730    5.3659    1.5787
+#> 162:    93.6252   -6.4563   -0.1243    2.2472   -0.9867    2.8322    5.9119    0.4502    0.2671    0.1726    5.4519    1.5819
+#> 163:    93.6787   -6.6444   -0.1292    2.2366   -0.9899    2.0520    7.4835    0.4556    0.2705    0.1689    5.4095    1.5883
+#> 164:    93.7458   -6.9330   -0.1257    2.2430   -0.9872    1.7825    9.4340    0.4495    0.2701    0.1593    5.4517    1.6116
+#> 165:    93.7370   -6.9118   -0.1250    2.2421   -0.9832    1.9949   10.6549    0.4499    0.2685    0.1622    5.6272    1.6075
+#> 166:    94.0889   -6.8704   -0.1276    2.2409   -0.9872    1.5618   10.4435    0.4482    0.2608    0.1648    5.5891    1.6208
+#> 167:    94.1319   -7.2779   -0.1206    2.2505   -0.9894    1.5063   13.4312    0.4393    0.2549    0.1661    5.6013    1.6043
+#> 168:    93.8341   -6.9310   -0.1140    2.2495   -0.9844    1.7329   11.3224    0.4463    0.2540    0.1629    5.8366    1.6765
+#> 169:    93.8923   -6.6547   -0.1173    2.2620   -0.9872    1.4531    8.4608    0.4419    0.2414    0.1666    5.8784    1.6268
+#> 170:    94.0072   -6.3970   -0.1173    2.2606   -0.9861    1.4164    6.9237    0.4419    0.2468    0.1656    5.8793    1.6387
+#> 171:    93.8690   -6.5151   -0.1079    2.2482   -0.9880    1.9225    7.7681    0.4547    0.2404    0.1523    6.0158    1.6281
+#> 172:    93.6847   -6.3416   -0.1095    2.2438   -0.9849    2.0143    5.5739    0.4498    0.2450    0.1534    6.1355    1.6422
+#> 173:    93.4817   -6.3165   -0.1115    2.2573   -0.9885    1.6855    5.5626    0.4440    0.2471    0.1542    6.1343    1.6337
+#> 174:    93.6781   -6.2722   -0.1113    2.2521   -0.9958    1.9186    5.3383    0.4471    0.2427    0.1565    6.1081    1.6358
+#> 175:    93.7764   -6.1664   -0.1113    2.2468   -0.9864    1.6286    4.6233    0.4471    0.2426    0.1596    5.8892    1.6375
+#> 176:    93.9246   -6.2164   -0.1160    2.2529   -0.9853    1.0357    4.8013    0.4422    0.2471    0.1756    5.7340    1.6016
+#> 177:    93.9711   -6.1274   -0.1112    2.2540   -0.9883    1.2079    4.1536    0.4415    0.2492    0.1783    5.8399    1.6291
+#> 178:    93.9212   -6.0532   -0.1116    2.2593   -0.9742    1.2409    3.6443    0.4489    0.2458    0.1683    5.8422    1.6290
+#> 179:    94.0137   -6.0739   -0.1095    2.2664   -0.9778    1.5060    3.9878    0.4506    0.2370    0.1746    6.0349    1.6326
+#> 180:    93.9247   -6.0681   -0.1130    2.2660   -0.9934    1.9619    3.9582    0.4474    0.2328    0.1773    5.8082    1.6740
+#> 181:    93.7150   -6.0191   -0.1153    2.2558   -0.9915    2.6849    3.7075    0.4491    0.2283    0.1759    5.7187    1.6842
+#> 182:    93.5908   -6.1098   -0.1111    2.2769   -0.9942    3.0096    3.9325    0.4643    0.2275    0.1736    5.9243    1.6466
+#> 183:    93.3386   -6.0987   -0.1131    2.2630   -0.9962    3.5457    4.1285    0.4693    0.2373    0.1751    5.6948    1.7222
+#> 184:    93.4889   -6.3097   -0.1134    2.2660   -0.9720    3.0855    5.2642    0.4648    0.2255    0.1585    5.6827    1.7444
+#> 185:    93.6387   -6.1883   -0.1188    2.2622   -0.9603    3.3568    4.8291    0.4554    0.2223    0.1681    5.7089    1.8164
+#> 186:    93.3420   -6.2909   -0.1195    2.2656   -0.9835    3.2124    4.8317    0.4541    0.2286    0.1531    5.7574    1.7708
+#> 187:    93.4395   -6.0358   -0.1165    2.2528   -0.9917    3.8299    3.3301    0.4518    0.2370    0.1593    5.8508    1.6988
+#> 188:    93.5358   -6.0105   -0.1161    2.2540   -0.9813    5.1249    3.3448    0.4522    0.2361    0.1660    5.8700    1.6525
+#> 189:    93.4932   -6.1199   -0.1129    2.2636   -0.9812    4.5430    4.3213    0.4428    0.2359    0.1907    5.6970    1.7268
+#> 190:    93.4754   -5.9088   -0.1171    2.2564   -0.9614    4.6253    3.2590    0.4410    0.2399    0.1864    5.7116    1.8140
+#> 191:    93.4709   -5.9676   -0.1171    2.2568   -0.9748    4.8326    3.6704    0.4410    0.2428    0.1812    5.5925    1.7267
+#> 192:    93.3895   -5.9940   -0.1191    2.2523   -0.9691    4.3019    3.5174    0.4360    0.2484    0.1591    5.4631    1.7057
+#> 193:    93.4904   -6.0400   -0.1173    2.2519   -0.9697    4.6476    3.6255    0.4389    0.2388    0.1694    5.5362    1.7174
+#> 194:    93.4591   -5.9642   -0.1245    2.2626   -0.9559    5.3125    3.8133    0.4297    0.2550    0.1660    5.7591    1.7344
+#> 195:    93.6610   -6.2211   -0.1226    2.2580   -0.9669    5.2051    4.9271    0.4318    0.2414    0.1811    5.7010    1.7710
+#> 196:    93.4249   -5.9570   -0.1068    2.2735   -0.9727    5.1049    3.4872    0.4442    0.2429    0.1815    5.7753    1.7379
+#> 197:    93.4082   -6.0568   -0.1054    2.2754   -0.9865    5.2827    3.9305    0.4554    0.2408    0.1925    5.7514    1.7163
+#> 198:    93.3856   -5.8616   -0.1087    2.2708   -0.9686    4.1369    3.0197    0.4530    0.2473    0.1878    5.6920    1.7043
+#> 199:    93.5488   -6.0494   -0.1167    2.2682   -0.9719    3.8010    3.8897    0.4600    0.2445    0.1860    5.7126    1.6605
+#> 200:    93.3779   -5.9779   -0.1110    2.2761   -0.9780    3.5955    3.4721    0.4595    0.2468    0.1941    5.7539    1.6736
+#> 201:    93.4946   -6.0259   -0.1102    2.2676   -0.9755    3.0583    3.7305    0.4592    0.2554    0.1921    5.8877    1.6730
+#> 202:    93.4698   -6.0522   -0.1110    2.2685   -0.9703    2.9421    3.8718    0.4579    0.2595    0.1906    5.8527    1.6701
+#> 203:    93.4625   -6.0744   -0.1132    2.2642   -0.9696    3.1854    4.0983    0.4589    0.2596    0.1886    5.7532    1.6655
+#> 204:    93.4984   -6.0853   -0.1138    2.2589   -0.9718    3.2826    4.1667    0.4581    0.2588    0.1851    5.7274    1.6694
+#> 205:    93.5279   -6.1054   -0.1151    2.2562   -0.9742    3.3257    4.2680    0.4569    0.2584    0.1832    5.6976    1.6777
+#> 206:    93.6025   -6.1087   -0.1174    2.2518   -0.9767    3.2399    4.2443    0.4582    0.2589    0.1822    5.6809    1.6775
+#> 207:    93.6382   -6.0990   -0.1204    2.2481   -0.9801    3.2768    4.1473    0.4579    0.2591    0.1823    5.6460    1.6819
+#> 208:    93.6250   -6.0878   -0.1224    2.2438   -0.9812    3.1815    4.0872    0.4579    0.2577    0.1818    5.6256    1.6887
+#> 209:    93.6102   -6.0740   -0.1255    2.2394   -0.9803    3.1716    3.9968    0.4561    0.2573    0.1812    5.6063    1.6886
+#> 210:    93.6005   -6.0571   -0.1277    2.2348   -0.9799    3.2408    3.8923    0.4548    0.2572    0.1798    5.5849    1.6912
+#> 211:    93.6270   -6.0425   -0.1306    2.2292   -0.9807    3.3500    3.8267    0.4538    0.2586    0.1792    5.5578    1.6992
+#> 212:    93.6641   -6.0403   -0.1331    2.2253   -0.9806    3.4487    3.8366    0.4529    0.2596    0.1786    5.5422    1.7022
+#> 213:    93.6743   -6.0344   -0.1354    2.2214   -0.9800    3.5484    3.8260    0.4518    0.2606    0.1781    5.5250    1.7069
+#> 214:    93.6719   -6.0405   -0.1377    2.2179   -0.9804    3.5538    3.8785    0.4506    0.2612    0.1769    5.5148    1.7087
+#> 215:    93.6743   -6.0403   -0.1396    2.2146   -0.9801    3.5578    3.9180    0.4496    0.2615    0.1761    5.5118    1.7094
+#> 216:    93.6666   -6.0436   -0.1413    2.2115   -0.9796    3.5848    3.9484    0.4488    0.2624    0.1755    5.5015    1.7116
+#> 217:    93.6715   -6.0438   -0.1430    2.2086   -0.9794    3.6188    3.9603    0.4478    0.2631    0.1748    5.4884    1.7132
+#> 218:    93.6765   -6.0488   -0.1441    2.2060   -0.9796    3.6126    3.9885    0.4471    0.2632    0.1746    5.4714    1.7156
+#> 219:    93.6714   -6.0557   -0.1453    2.2038   -0.9798    3.6603    4.0118    0.4463    0.2632    0.1735    5.4593    1.7235
+#> 220:    93.6728   -6.0711   -0.1462    2.2027   -0.9794    3.7244    4.0910    0.4457    0.2639    0.1730    5.4531    1.7241
+#> 221:    93.6723   -6.0822   -0.1470    2.2015   -0.9788    3.7754    4.1554    0.4450    0.2647    0.1724    5.4511    1.7247
+#> 222:    93.6789   -6.0745   -0.1480    2.1998   -0.9780    3.8735    4.1186    0.4442    0.2662    0.1718    5.4419    1.7258
+#> 223:    93.6891   -6.0700   -0.1488    2.1984   -0.9778    3.9353    4.0998    0.4434    0.2681    0.1715    5.4375    1.7251
+#> 224:    93.7125   -6.0705   -0.1496    2.1976   -0.9774    4.0220    4.0861    0.4427    0.2697    0.1711    5.4378    1.7230
+#> 225:    93.7332   -6.0695   -0.1502    2.1966   -0.9775    4.0553    4.0669    0.4422    0.2712    0.1711    5.4355    1.7205
+#> 226:    93.7631   -6.0712   -0.1508    2.1951   -0.9779    4.0755    4.0572    0.4417    0.2728    0.1712    5.4347    1.7190
+#> 227:    93.7912   -6.0687   -0.1512    2.1938   -0.9785    4.0621    4.0439    0.4409    0.2742    0.1716    5.4325    1.7189
+#> 228:    93.8077   -6.0644   -0.1517    2.1927   -0.9791    4.0246    4.0190    0.4400    0.2755    0.1722    5.4269    1.7193
+#> 229:    93.8255   -6.0661   -0.1521    2.1909   -0.9796    3.9958    4.0166    0.4392    0.2769    0.1725    5.4214    1.7214
+#> 230:    93.8403   -6.0766   -0.1530    2.1895   -0.9802    4.0152    4.0548    0.4380    0.2788    0.1730    5.4214    1.7232
+#> 231:    93.8549   -6.0768   -0.1541    2.1877   -0.9810    4.0690    4.0542    0.4368    0.2803    0.1734    5.4157    1.7236
+#> 232:    93.8666   -6.0728   -0.1550    2.1858   -0.9816    4.0852    4.0337    0.4356    0.2818    0.1736    5.4136    1.7224
+#> 233:    93.8728   -6.0672   -0.1557    2.1844   -0.9820    4.1001    4.0000    0.4346    0.2828    0.1738    5.4028    1.7243
+#> 234:    93.8862   -6.0646   -0.1563    2.1830   -0.9825    4.1303    3.9850    0.4337    0.2838    0.1737    5.3924    1.7222
+#> 235:    93.8862   -6.0632   -0.1570    2.1819   -0.9827    4.1149    3.9735    0.4329    0.2847    0.1737    5.3846    1.7225
+#> 236:    93.8827   -6.0639   -0.1577    2.1814   -0.9834    4.1004    3.9711    0.4322    0.2852    0.1739    5.3838    1.7220
+#> 237:    93.8729   -6.0680   -0.1582    2.1808   -0.9840    4.0606    3.9866    0.4316    0.2857    0.1741    5.3806    1.7213
+#> 238:    93.8739   -6.0733   -0.1587    2.1806   -0.9845    4.0331    4.0011    0.4311    0.2859    0.1742    5.3775    1.7199
+#> 239:    93.8732   -6.0729   -0.1591    2.1802   -0.9853    3.9850    3.9892    0.4307    0.2859    0.1744    5.3782    1.7216
+#> 240:    93.8760   -6.0754   -0.1595    2.1796   -0.9854    3.9349    3.9867    0.4303    0.2858    0.1747    5.3781    1.7232
+#> 241:    93.8779   -6.0749   -0.1599    2.1791   -0.9853    3.9241    3.9801    0.4299    0.2858    0.1748    5.3757    1.7228
+#> 242:    93.8842   -6.0716   -0.1602    2.1786   -0.9852    3.9394    3.9651    0.4297    0.2859    0.1749    5.3726    1.7224
+#> 243:    93.8884   -6.0719   -0.1606    2.1778   -0.9851    3.9310    3.9741    0.4295    0.2857    0.1750    5.3705    1.7224
+#> 244:    93.8910   -6.0712   -0.1610    2.1771   -0.9850    3.9173    3.9819    0.4294    0.2856    0.1749    5.3700    1.7222
+#> 245:    93.9054   -6.0736   -0.1614    2.1764   -0.9854    3.9106    3.9984    0.4293    0.2856    0.1748    5.3711    1.7217
+#> 246:    93.9209   -6.0753   -0.1617    2.1757   -0.9859    3.9080    4.0071    0.4291    0.2852    0.1746    5.3711    1.7215
+#> 247:    93.9273   -6.0846   -0.1621    2.1752   -0.9861    3.8790    4.0580    0.4286    0.2851    0.1745    5.3755    1.7206
+#> 248:    93.9265   -6.0884   -0.1625    2.1749   -0.9865    3.8613    4.0784    0.4286    0.2848    0.1744    5.3760    1.7198
+#> 249:    93.9286   -6.0926   -0.1627    2.1746   -0.9872    3.8663    4.1008    0.4287    0.2845    0.1745    5.3755    1.7195
+#> 250:    93.9287   -6.0968   -0.1629    2.1744   -0.9878    3.8822    4.1269    0.4289    0.2844    0.1743    5.3755    1.7201
+#> 251:    93.9314   -6.1017   -0.1630    2.1739   -0.9882    3.8878    4.1495    0.4291    0.2843    0.1744    5.3729    1.7200
+#> 252:    93.9351   -6.1036   -0.1632    2.1734   -0.9885    3.8908    4.1545    0.4293    0.2843    0.1746    5.3684    1.7191
+#> 253:    93.9415   -6.1053   -0.1634    2.1729   -0.9889    3.8727    4.1602    0.4294    0.2842    0.1747    5.3650    1.7196
+#> 254:    93.9473   -6.1088   -0.1636    2.1723   -0.9891    3.8657    4.1769    0.4296    0.2843    0.1749    5.3666    1.7190
+#> 255:    93.9505   -6.1087   -0.1639    2.1717   -0.9888    3.8457    4.1720    0.4298    0.2841    0.1749    5.3617    1.7191
+#> 256:    93.9497   -6.1054   -0.1642    2.1715   -0.9885    3.8395    4.1559    0.4299    0.2839    0.1749    5.3598    1.7192
+#> 257:    93.9477   -6.1008   -0.1643    2.1713   -0.9882    3.8383    4.1360    0.4299    0.2836    0.1749    5.3567    1.7196
+#> 258:    93.9402   -6.0998   -0.1645    2.1713   -0.9880    3.8516    4.1288    0.4300    0.2832    0.1749    5.3565    1.7190
+#> 259:    93.9318   -6.0979   -0.1646    2.1711   -0.9879    3.8396    4.1182    0.4301    0.2829    0.1750    5.3583    1.7188
+#> 260:    93.9277   -6.1002   -0.1646    2.1713   -0.9879    3.8173    4.1273    0.4304    0.2826    0.1751    5.3611    1.7186
+#> 261:    93.9251   -6.0973   -0.1646    2.1714   -0.9879    3.8140    4.1105    0.4306    0.2822    0.1750    5.3588    1.7192
+#> 262:    93.9186   -6.1009   -0.1647    2.1715   -0.9880    3.8177    4.1303    0.4308    0.2822    0.1750    5.3604    1.7194
+#> 263:    93.9130   -6.1033   -0.1646    2.1715   -0.9880    3.8029    4.1529    0.4309    0.2822    0.1748    5.3647    1.7188
+#> 264:    93.9040   -6.1077   -0.1645    2.1717   -0.9879    3.7950    4.1820    0.4310    0.2822    0.1747    5.3699    1.7184
+#> 265:    93.9012   -6.1071   -0.1645    2.1714   -0.9879    3.7834    4.1895    0.4310    0.2822    0.1746    5.3755    1.7191
+#> 266:    93.8988   -6.1051   -0.1644    2.1714   -0.9879    3.7788    4.1822    0.4311    0.2822    0.1745    5.3765    1.7203
+#> 267:    93.8964   -6.1059   -0.1643    2.1714   -0.9877    3.7774    4.1896    0.4311    0.2822    0.1744    5.3792    1.7197
+#> 268:    93.8901   -6.1092   -0.1643    2.1715   -0.9876    3.7790    4.2198    0.4310    0.2822    0.1742    5.3811    1.7200
+#> 269:    93.8842   -6.1105   -0.1643    2.1717   -0.9875    3.7620    4.2336    0.4310    0.2823    0.1742    5.3838    1.7193
+#> 270:    93.8760   -6.1125   -0.1643    2.1721   -0.9874    3.7668    4.2483    0.4308    0.2823    0.1741    5.3852    1.7181
+#> 271:    93.8705   -6.1149   -0.1643    2.1722   -0.9873    3.7785    4.2625    0.4306    0.2823    0.1742    5.3853    1.7172
+#> 272:    93.8674   -6.1149   -0.1643    2.1723   -0.9871    3.7829    4.2581    0.4304    0.2823    0.1743    5.3836    1.7162
+#> 273:    93.8644   -6.1159   -0.1642    2.1725   -0.9870    3.7910    4.2631    0.4303    0.2825    0.1743    5.3818    1.7154
+#> 274:    93.8585   -6.1158   -0.1640    2.1728   -0.9869    3.7926    4.2612    0.4302    0.2825    0.1743    5.3816    1.7147
+#> 275:    93.8564   -6.1151   -0.1639    2.1732   -0.9867    3.8053    4.2581    0.4301    0.2826    0.1743    5.3804    1.7143
+#> 276:    93.8564   -6.1132   -0.1638    2.1736   -0.9866    3.7958    4.2486    0.4300    0.2827    0.1745    5.3810    1.7144
+#> 277:    93.8564   -6.1120   -0.1637    2.1741   -0.9867    3.7952    4.2426    0.4298    0.2829    0.1747    5.3808    1.7148
+#> 278:    93.8528   -6.1113   -0.1636    2.1743   -0.9867    3.7922    4.2352    0.4297    0.2832    0.1750    5.3819    1.7144
+#> 279:    93.8503   -6.1124   -0.1636    2.1744   -0.9867    3.7930    4.2390    0.4298    0.2834    0.1753    5.3826    1.7144
+#> 280:    93.8466   -6.1146   -0.1636    2.1743   -0.9867    3.7946    4.2470    0.4299    0.2838    0.1755    5.3832    1.7142
+#> 281:    93.8435   -6.1165   -0.1638    2.1743   -0.9867    3.7994    4.2552    0.4298    0.2840    0.1756    5.3828    1.7140
+#> 282:    93.8421   -6.1162   -0.1639    2.1741   -0.9868    3.7967    4.2496    0.4296    0.2843    0.1758    5.3816    1.7137
+#> 283:    93.8382   -6.1146   -0.1641    2.1740   -0.9866    3.7957    4.2387    0.4294    0.2845    0.1760    5.3796    1.7135
+#> 284:    93.8356   -6.1131   -0.1641    2.1740   -0.9865    3.7904    4.2263    0.4292    0.2848    0.1762    5.3776    1.7127
+#> 285:    93.8349   -6.1113   -0.1642    2.1740   -0.9865    3.7841    4.2129    0.4291    0.2850    0.1765    5.3763    1.7130
+#> 286:    93.8372   -6.1095   -0.1643    2.1741   -0.9864    3.7801    4.2035    0.4289    0.2853    0.1769    5.3779    1.7130
+#> 287:    93.8393   -6.1077   -0.1643    2.1741   -0.9864    3.7804    4.1908    0.4287    0.2857    0.1771    5.3785    1.7132
+#> 288:    93.8395   -6.1071   -0.1644    2.1740   -0.9866    3.7714    4.1834    0.4284    0.2859    0.1772    5.3798    1.7120
+#> 289:    93.8398   -6.1065   -0.1645    2.1738   -0.9865    3.7635    4.1765    0.4282    0.2861    0.1774    5.3821    1.7111
+#> 290:    93.8376   -6.1089   -0.1647    2.1737   -0.9865    3.7495    4.1853    0.4281    0.2863    0.1776    5.3852    1.7106
+#> 291:    93.8341   -6.1091   -0.1647    2.1738   -0.9863    3.7340    4.1854    0.4278    0.2865    0.1776    5.3868    1.7098
+#> 292:    93.8329   -6.1080   -0.1647    2.1741   -0.9863    3.7189    4.1760    0.4275    0.2868    0.1777    5.3885    1.7091
+#> 293:    93.8312   -6.1065   -0.1647    2.1743   -0.9862    3.7091    4.1651    0.4272    0.2871    0.1778    5.3896    1.7086
+#> 294:    93.8310   -6.1042   -0.1647    2.1745   -0.9861    3.6946    4.1521    0.4269    0.2874    0.1780    5.3908    1.7077
+#> 295:    93.8299   -6.1033   -0.1648    2.1747   -0.9861    3.6968    4.1433    0.4265    0.2880    0.1781    5.3904    1.7066
+#> 296:    93.8276   -6.1027   -0.1648    2.1749   -0.9862    3.7072    4.1361    0.4261    0.2885    0.1782    5.3910    1.7056
+#> 297:    93.8212   -6.1015   -0.1647    2.1750   -0.9859    3.7253    4.1278    0.4256    0.2891    0.1783    5.3927    1.7051
+#> 298:    93.8173   -6.0980   -0.1647    2.1751   -0.9858    3.7552    4.1115    0.4251    0.2897    0.1784    5.3932    1.7045
+#> 299:    93.8168   -6.0984   -0.1646    2.1754   -0.9856    3.7687    4.1143    0.4246    0.2902    0.1786    5.3949    1.7037
+#> 300:    93.8154   -6.0967   -0.1646    2.1756   -0.9855    3.7888    4.1072    0.4241    0.2906    0.1788    5.3962    1.7030
+#> 301:    93.8129   -6.0946   -0.1646    2.1757   -0.9852    3.8097    4.1006    0.4236    0.2911    0.1791    5.3971    1.7026
+#> 302:    93.8120   -6.0932   -0.1646    2.1759   -0.9849    3.8403    4.0955    0.4231    0.2917    0.1792    5.3971    1.7021
+#> 303:    93.8115   -6.0942   -0.1646    2.1762   -0.9850    3.8602    4.1004    0.4227    0.2922    0.1795    5.3976    1.7020
+#> 304:    93.8106   -6.0979   -0.1645    2.1765   -0.9850    3.8898    4.1217    0.4222    0.2926    0.1798    5.3975    1.7024
+#> 305:    93.8091   -6.1009   -0.1644    2.1767   -0.9851    3.9165    4.1374    0.4218    0.2931    0.1801    5.3989    1.7024
+#> 306:    93.8090   -6.1043   -0.1644    2.1770   -0.9850    3.9485    4.1617    0.4214    0.2936    0.1803    5.3998    1.7021
+#> 307:    93.8082   -6.1063   -0.1644    2.1772   -0.9850    3.9730    4.1797    0.4210    0.2940    0.1803    5.3998    1.7017
+#> 308:    93.8093   -6.1090   -0.1644    2.1775   -0.9850    3.9874    4.2026    0.4205    0.2945    0.1804    5.3996    1.7006
+#> 309:    93.8092   -6.1122   -0.1643    2.1777   -0.9849    3.9948    4.2297    0.4201    0.2948    0.1804    5.4001    1.6998
+#> 310:    93.8080   -6.1142   -0.1642    2.1780   -0.9850    3.9976    4.2436    0.4197    0.2951    0.1803    5.4016    1.6989
+#> 311:    93.8094   -6.1164   -0.1641    2.1784   -0.9851    4.0015    4.2552    0.4194    0.2952    0.1803    5.4033    1.6978
+#> 312:    93.8107   -6.1184   -0.1640    2.1788   -0.9851    4.0006    4.2628    0.4190    0.2954    0.1802    5.4042    1.6972
+#> 313:    93.8118   -6.1190   -0.1640    2.1789   -0.9851    3.9991    4.2638    0.4186    0.2955    0.1802    5.4053    1.6967
+#> 314:    93.8139   -6.1188   -0.1639    2.1791   -0.9851    4.0019    4.2619    0.4183    0.2956    0.1802    5.4049    1.6966
+#> 315:    93.8152   -6.1173   -0.1639    2.1792   -0.9851    4.0111    4.2553    0.4179    0.2957    0.1802    5.4052    1.6966
+#> 316:    93.8178   -6.1158   -0.1639    2.1792   -0.9851    4.0073    4.2498    0.4175    0.2957    0.1802    5.4050    1.6966
+#> 317:    93.8205   -6.1155   -0.1639    2.1792   -0.9851    3.9999    4.2491    0.4172    0.2957    0.1802    5.4048    1.6963
+#> 318:    93.8216   -6.1145   -0.1639    2.1792   -0.9850    3.9961    4.2438    0.4168    0.2957    0.1802    5.4031    1.6961
+#> 319:    93.8241   -6.1143   -0.1639    2.1792   -0.9849    4.0009    4.2412    0.4164    0.2958    0.1801    5.4004    1.6956
+#> 320:    93.8257   -6.1142   -0.1639    2.1792   -0.9849    4.0018    4.2380    0.4160    0.2958    0.1801    5.3986    1.6952
+#> 321:    93.8280   -6.1134   -0.1639    2.1792   -0.9849    4.0055    4.2339    0.4156    0.2959    0.1802    5.3966    1.6950
+#> 322:    93.8299   -6.1122   -0.1639    2.1793   -0.9848    4.0075    4.2274    0.4152    0.2959    0.1802    5.3969    1.6948
+#> 323:    93.8318   -6.1123   -0.1639    2.1794   -0.9848    4.0087    4.2257    0.4149    0.2960    0.1802    5.3980    1.6941
+#> 324:    93.8352   -6.1098   -0.1639    2.1795   -0.9848    4.0123    4.2136    0.4145    0.2960    0.1802    5.3988    1.6936
+#> 325:    93.8374   -6.1072   -0.1638    2.1796   -0.9848    4.0230    4.2005    0.4142    0.2961    0.1802    5.3991    1.6933
+#> 326:    93.8410   -6.1050   -0.1637    2.1796   -0.9849    4.0327    4.1891    0.4139    0.2963    0.1802    5.4004    1.6927
+#> 327:    93.8457   -6.1023   -0.1637    2.1796   -0.9849    4.0327    4.1767    0.4135    0.2964    0.1802    5.4013    1.6922
+#> 328:    93.8493   -6.1017   -0.1637    2.1797   -0.9850    4.0440    4.1730    0.4131    0.2964    0.1802    5.4019    1.6915
+#> 329:    93.8515   -6.1001   -0.1637    2.1799   -0.9851    4.0556    4.1648    0.4128    0.2963    0.1803    5.4017    1.6912
+#> 330:    93.8541   -6.1001   -0.1636    2.1800   -0.9852    4.0606    4.1631    0.4124    0.2962    0.1804    5.4025    1.6912
+#> 331:    93.8539   -6.0994   -0.1635    2.1801   -0.9854    4.0654    4.1584    0.4120    0.2961    0.1805    5.4025    1.6907
+#> 332:    93.8536   -6.0999   -0.1634    2.1803   -0.9854    4.0696    4.1601    0.4116    0.2960    0.1808    5.4027    1.6904
+#> 333:    93.8531   -6.1002   -0.1633    2.1806   -0.9853    4.0682    4.1646    0.4112    0.2960    0.1810    5.4038    1.6893
+#> 334:    93.8543   -6.1005   -0.1632    2.1809   -0.9852    4.0771    4.1690    0.4108    0.2960    0.1812    5.4040    1.6883
+#> 335:    93.8552   -6.1010   -0.1631    2.1813   -0.9851    4.0888    4.1775    0.4104    0.2960    0.1813    5.4044    1.6878
+#> 336:    93.8555   -6.1016   -0.1630    2.1817   -0.9850    4.0969    4.1858    0.4099    0.2961    0.1814    5.4046    1.6873
+#> 337:    93.8553   -6.1025   -0.1628    2.1820   -0.9849    4.1152    4.1921    0.4094    0.2962    0.1815    5.4070    1.6863
+#> 338:    93.8553   -6.1018   -0.1626    2.1824   -0.9848    4.1314    4.1904    0.4090    0.2963    0.1816    5.4080    1.6852
+#> 339:    93.8567   -6.1004   -0.1625    2.1828   -0.9847    4.1449    4.1855    0.4087    0.2964    0.1817    5.4087    1.6841
+#> 340:    93.8582   -6.0987   -0.1623    2.1832   -0.9846    4.1603    4.1799    0.4083    0.2965    0.1819    5.4086    1.6832
+#> 341:    93.8589   -6.0962   -0.1620    2.1836   -0.9844    4.1692    4.1694    0.4079    0.2965    0.1820    5.4102    1.6828
+#> 342:    93.8583   -6.0932   -0.1618    2.1841   -0.9844    4.1729    4.1563    0.4075    0.2966    0.1821    5.4117    1.6821
+#> 343:    93.8590   -6.0906   -0.1615    2.1845   -0.9844    4.1840    4.1447    0.4071    0.2966    0.1822    5.4125    1.6819
+#> 344:    93.8582   -6.0890   -0.1613    2.1851   -0.9845    4.1860    4.1347    0.4068    0.2968    0.1826    5.4135    1.6814
+#> 345:    93.8576   -6.0876   -0.1610    2.1857   -0.9846    4.1889    4.1252    0.4064    0.2969    0.1829    5.4143    1.6810
+#> 346:    93.8549   -6.0853   -0.1608    2.1862   -0.9845    4.1925    4.1121    0.4061    0.2969    0.1832    5.4157    1.6803
+#> 347:    93.8540   -6.0829   -0.1605    2.1867   -0.9845    4.2031    4.0990    0.4058    0.2970    0.1834    5.4158    1.6803
+#> 348:    93.8516   -6.0814   -0.1602    2.1873   -0.9845    4.2169    4.0885    0.4055    0.2971    0.1836    5.4174    1.6801
+#> 349:    93.8505   -6.0797   -0.1600    2.1879   -0.9845    4.2253    4.0779    0.4052    0.2971    0.1837    5.4190    1.6799
+#> 350:    93.8512   -6.0773   -0.1597    2.1885   -0.9845    4.2268    4.0657    0.4049    0.2972    0.1839    5.4209    1.6797
+#> 351:    93.8507   -6.0754   -0.1595    2.1890   -0.9845    4.2245    4.0559    0.4046    0.2972    0.1840    5.4230    1.6794
+#> 352:    93.8490   -6.0736   -0.1592    2.1896   -0.9845    4.2296    4.0474    0.4044    0.2973    0.1841    5.4252    1.6790
+#> 353:    93.8460   -6.0718   -0.1589    2.1901   -0.9845    4.2356    4.0374    0.4042    0.2973    0.1843    5.4272    1.6790
+#> 354:    93.8437   -6.0695   -0.1586    2.1906   -0.9845    4.2408    4.0255    0.4041    0.2973    0.1844    5.4303    1.6787
+#> 355:    93.8420   -6.0679   -0.1584    2.1912   -0.9844    4.2428    4.0166    0.4040    0.2973    0.1845    5.4342    1.6785
+#> 356:    93.8413   -6.0666   -0.1581    2.1916   -0.9843    4.2418    4.0072    0.4040    0.2973    0.1845    5.4348    1.6792
+#> 357:    93.8406   -6.0650   -0.1578    2.1921   -0.9844    4.2531    3.9973    0.4040    0.2973    0.1846    5.4350    1.6798
+#> 358:    93.8404   -6.0639   -0.1575    2.1926   -0.9844    4.2596    3.9901    0.4040    0.2973    0.1846    5.4357    1.6805
+#> 359:    93.8373   -6.0630   -0.1572    2.1931   -0.9845    4.2724    3.9820    0.4039    0.2973    0.1848    5.4368    1.6816
+#> 360:    93.8347   -6.0622   -0.1569    2.1936   -0.9845    4.2788    3.9747    0.4039    0.2973    0.1849    5.4377    1.6824
+#> 361:    93.8327   -6.0626   -0.1566    2.1942   -0.9846    4.2919    3.9749    0.4038    0.2973    0.1850    5.4382    1.6831
+#> 362:    93.8326   -6.0629   -0.1562    2.1947   -0.9846    4.2989    3.9737    0.4038    0.2973    0.1850    5.4408    1.6838
+#> 363:    93.8316   -6.0629   -0.1559    2.1953   -0.9846    4.3007    3.9725    0.4037    0.2972    0.1850    5.4420    1.6842
+#> 364:    93.8317   -6.0629   -0.1556    2.1957   -0.9846    4.2910    3.9739    0.4038    0.2971    0.1850    5.4430    1.6840
+#> 365:    93.8317   -6.0629   -0.1553    2.1962   -0.9846    4.2878    3.9759    0.4040    0.2967    0.1849    5.4441    1.6839
+#> 366:    93.8319   -6.0633   -0.1549    2.1966   -0.9845    4.2870    3.9823    0.4042    0.2963    0.1849    5.4461    1.6839
+#> 367:    93.8320   -6.0636   -0.1546    2.1971   -0.9845    4.2828    3.9850    0.4042    0.2959    0.1849    5.4479    1.6843
+#> 368:    93.8312   -6.0635   -0.1544    2.1975   -0.9844    4.2781    3.9859    0.4043    0.2955    0.1849    5.4475    1.6841
+#> 369:    93.8301   -6.0640   -0.1541    2.1979   -0.9844    4.2760    3.9891    0.4043    0.2953    0.1850    5.4472    1.6835
+#> 370:    93.8306   -6.0651   -0.1539    2.1983   -0.9844    4.2690    3.9967    0.4042    0.2950    0.1850    5.4484    1.6829
+#> 371:    93.8312   -6.0669   -0.1536    2.1988   -0.9845    4.2613    4.0111    0.4042    0.2947    0.1851    5.4494    1.6822
+#> 372:    93.8312   -6.0681   -0.1533    2.1992   -0.9845    4.2585    4.0252    0.4042    0.2945    0.1852    5.4513    1.6817
+#> 373:    93.8307   -6.0681   -0.1531    2.1996   -0.9846    4.2605    4.0284    0.4042    0.2943    0.1853    5.4523    1.6815
+#> 374:    93.8305   -6.0678   -0.1529    2.1999   -0.9846    4.2676    4.0279    0.4040    0.2942    0.1853    5.4533    1.6816
+#> 375:    93.8313   -6.0673   -0.1528    2.2002   -0.9846    4.2708    4.0232    0.4038    0.2940    0.1854    5.4543    1.6813
+#> 376:    93.8310   -6.0672   -0.1527    2.2004   -0.9846    4.2775    4.0214    0.4037    0.2938    0.1855    5.4538    1.6809
+#> 377:    93.8298   -6.0666   -0.1526    2.2007   -0.9846    4.2787    4.0166    0.4035    0.2937    0.1856    5.4532    1.6806
+#> 378:    93.8276   -6.0664   -0.1525    2.2009   -0.9846    4.2781    4.0135    0.4033    0.2935    0.1857    5.4538    1.6801
+#> 379:    93.8262   -6.0671   -0.1524    2.2012   -0.9846    4.2800    4.0157    0.4031    0.2932    0.1857    5.4530    1.6803
+#> 380:    93.8243   -6.0675   -0.1523    2.2015   -0.9846    4.2735    4.0168    0.4029    0.2929    0.1857    5.4523    1.6803
+#> 381:    93.8233   -6.0677   -0.1522    2.2017   -0.9845    4.2670    4.0189    0.4027    0.2926    0.1858    5.4517    1.6798
+#> 382:    93.8229   -6.0674   -0.1521    2.2019   -0.9845    4.2655    4.0211    0.4025    0.2924    0.1858    5.4510    1.6794
+#> 383:    93.8196   -6.0681   -0.1521    2.2021   -0.9843    4.2696    4.0291    0.4023    0.2922    0.1859    5.4504    1.6788
+#> 384:    93.8174   -6.0688   -0.1520    2.2023   -0.9842    4.2851    4.0333    0.4021    0.2919    0.1860    5.4500    1.6783
+#> 385:    93.8156   -6.0682   -0.1518    2.2028   -0.9840    4.3056    4.0305    0.4019    0.2920    0.1862    5.4503    1.6774
+#> 386:    93.8145   -6.0684   -0.1516    2.2032   -0.9838    4.3195    4.0302    0.4016    0.2920    0.1863    5.4499    1.6765
+#> 387:    93.8121   -6.0679   -0.1514    2.2036   -0.9837    4.3290    4.0272    0.4014    0.2920    0.1864    5.4501    1.6756
+#> 388:    93.8105   -6.0676   -0.1513    2.2040   -0.9835    4.3393    4.0267    0.4011    0.2920    0.1865    5.4509    1.6751
+#> 389:    93.8089   -6.0664   -0.1510    2.2045   -0.9833    4.3458    4.0224    0.4009    0.2920    0.1865    5.4512    1.6746
+#> 390:    93.8080   -6.0658   -0.1508    2.2049   -0.9832    4.3422    4.0199    0.4007    0.2920    0.1866    5.4514    1.6744
+#> 391:    93.8077   -6.0669   -0.1507    2.2053   -0.9831    4.3500    4.0277    0.4007    0.2920    0.1867    5.4511    1.6740
+#> 392:    93.8069   -6.0676   -0.1505    2.2056   -0.9831    4.3525    4.0326    0.4006    0.2920    0.1868    5.4500    1.6733
+#> 393:    93.8072   -6.0678   -0.1504    2.2059   -0.9830    4.3562    4.0344    0.4005    0.2920    0.1868    5.4491    1.6725
+#> 394:    93.8083   -6.0684   -0.1503    2.2061   -0.9829    4.3577    4.0386    0.4004    0.2920    0.1869    5.4493    1.6716
+#> 395:    93.8086   -6.0685   -0.1501    2.2064   -0.9828    4.3574    4.0394    0.4003    0.2920    0.1869    5.4493    1.6709
+#> 396:    93.8078   -6.0677   -0.1500    2.2067   -0.9827    4.3591    4.0355    0.4002    0.2921    0.1870    5.4493    1.6707
+#> 397:    93.8064   -6.0668   -0.1499    2.2071   -0.9825    4.3621    4.0317    0.4000    0.2922    0.1871    5.4495    1.6704
+#> 398:    93.8058   -6.0661   -0.1499    2.2073   -0.9823    4.3701    4.0285    0.3999    0.2923    0.1872    5.4491    1.6699
+#> 399:    93.8057   -6.0651   -0.1498    2.2075   -0.9822    4.3803    4.0243    0.3997    0.2924    0.1872    5.4485    1.6699
+#> 400:    93.8057   -6.0647   -0.1498    2.2076   -0.9820    4.3854    4.0225    0.3996    0.2924    0.1872    5.4488    1.6699
+#> 401:    93.8059   -6.0635   -0.1498    2.2078   -0.9819    4.3939    4.0178    0.3995    0.2925    0.1873    5.4491    1.6702
+#> 402:    93.8063   -6.0621   -0.1498    2.2079   -0.9818    4.4033    4.0120    0.3993    0.2926    0.1875    5.4492    1.6704
+#> 403:    93.8055   -6.0609   -0.1498    2.2080   -0.9816    4.4098    4.0069    0.3992    0.2926    0.1876    5.4494    1.6703
+#> 404:    93.8040   -6.0608   -0.1499    2.2081   -0.9815    4.4153    4.0050    0.3991    0.2927    0.1877    5.4494    1.6701
+#> 405:    93.8030   -6.0604   -0.1499    2.2082   -0.9814    4.4181    4.0047    0.3990    0.2928    0.1879    5.4491    1.6700
+#> 406:    93.8002   -6.0597   -0.1499    2.2083   -0.9812    4.4257    4.0025    0.3989    0.2928    0.1880    5.4498    1.6702
+#> 407:    93.7969   -6.0593   -0.1500    2.2085   -0.9810    4.4343    3.9994    0.3988    0.2928    0.1881    5.4514    1.6703
+#> 408:    93.7947   -6.0582   -0.1499    2.2087   -0.9809    4.4509    3.9936    0.3987    0.2927    0.1882    5.4526    1.6704
+#> 409:    93.7929   -6.0579   -0.1499    2.2088   -0.9807    4.4584    3.9918    0.3987    0.2926    0.1882    5.4537    1.6707
+#> 410:    93.7896   -6.0593   -0.1499    2.2089   -0.9807    4.4664    4.0002    0.3987    0.2925    0.1883    5.4560    1.6705
+#> 411:    93.7875   -6.0601   -0.1499    2.2090   -0.9807    4.4626    4.0057    0.3987    0.2924    0.1883    5.4567    1.6705
+#> 412:    93.7862   -6.0602   -0.1499    2.2091   -0.9808    4.4574    4.0095    0.3986    0.2923    0.1884    5.4565    1.6706
+#> 413:    93.7858   -6.0606   -0.1498    2.2092   -0.9808    4.4527    4.0146    0.3986    0.2922    0.1885    5.4561    1.6708
+#> 414:    93.7859   -6.0615   -0.1498    2.2093   -0.9808    4.4451    4.0211    0.3987    0.2921    0.1885    5.4574    1.6708
+#> 415:    93.7864   -6.0629   -0.1498    2.2092   -0.9808    4.4443    4.0298    0.3986    0.2921    0.1885    5.4576    1.6707
+#> 416:    93.7851   -6.0639   -0.1498    2.2092   -0.9808    4.4462    4.0362    0.3985    0.2920    0.1884    5.4575    1.6706
+#> 417:    93.7820   -6.0644   -0.1499    2.2092   -0.9808    4.4425    4.0387    0.3985    0.2920    0.1884    5.4577    1.6703
+#> 418:    93.7801   -6.0652   -0.1499    2.2093   -0.9808    4.4365    4.0420    0.3985    0.2920    0.1883    5.4589    1.6702
+#> 419:    93.7799   -6.0648   -0.1499    2.2094   -0.9807    4.4303    4.0418    0.3984    0.2921    0.1883    5.4596    1.6703
+#> 420:    93.7797   -6.0641   -0.1498    2.2095   -0.9807    4.4216    4.0383    0.3983    0.2921    0.1884    5.4607    1.6702
+#> 421:    93.7803   -6.0641   -0.1498    2.2096   -0.9808    4.4120    4.0396    0.3983    0.2922    0.1885    5.4621    1.6702
+#> 422:    93.7806   -6.0638   -0.1498    2.2097   -0.9809    4.4017    4.0373    0.3981    0.2923    0.1885    5.4635    1.6702
+#> 423:    93.7800   -6.0636   -0.1498    2.2098   -0.9810    4.3948    4.0339    0.3981    0.2923    0.1885    5.4640    1.6701
+#> 424:    93.7789   -6.0638   -0.1498    2.2099   -0.9810    4.3884    4.0336    0.3980    0.2924    0.1885    5.4651    1.6700
+#> 425:    93.7774   -6.0628   -0.1498    2.2101   -0.9810    4.3814    4.0271    0.3978    0.2925    0.1884    5.4666    1.6699
+#> 426:    93.7755   -6.0619   -0.1498    2.2102   -0.9811    4.3841    4.0221    0.3977    0.2925    0.1884    5.4693    1.6697
+#> 427:    93.7753   -6.0612   -0.1498    2.2103   -0.9810    4.3785    4.0167    0.3975    0.2926    0.1883    5.4712    1.6696
+#> 428:    93.7741   -6.0613   -0.1498    2.2104   -0.9810    4.3767    4.0161    0.3973    0.2926    0.1882    5.4729    1.6696
+#> 429:    93.7717   -6.0613   -0.1498    2.2105   -0.9810    4.3744    4.0158    0.3971    0.2926    0.1880    5.4743    1.6694
+#> 430:    93.7690   -6.0619   -0.1498    2.2106   -0.9809    4.3744    4.0189    0.3969    0.2926    0.1879    5.4753    1.6692
+#> 431:    93.7668   -6.0615   -0.1498    2.2107   -0.9809    4.3709    4.0174    0.3967    0.2925    0.1878    5.4762    1.6691
+#> 432:    93.7656   -6.0619   -0.1498    2.2108   -0.9809    4.3710    4.0173    0.3966    0.2926    0.1878    5.4770    1.6688
+#> 433:    93.7632   -6.0625   -0.1498    2.2108   -0.9809    4.3689    4.0204    0.3964    0.2926    0.1877    5.4774    1.6687
+#> 434:    93.7624   -6.0621   -0.1498    2.2109   -0.9808    4.3687    4.0178    0.3962    0.2926    0.1876    5.4774    1.6683
+#> 435:    93.7608   -6.0622   -0.1497    2.2111   -0.9808    4.3714    4.0182    0.3961    0.2927    0.1875    5.4777    1.6679
+#> 436:    93.7586   -6.0622   -0.1498    2.2112   -0.9808    4.3695    4.0178    0.3959    0.2928    0.1874    5.4784    1.6679
+#> 437:    93.7558   -6.0622   -0.1498    2.2114   -0.9809    4.3658    4.0167    0.3957    0.2928    0.1873    5.4795    1.6678
+#> 438:    93.7519   -6.0627   -0.1499    2.2115   -0.9808    4.3601    4.0183    0.3955    0.2928    0.1872    5.4807    1.6674
+#> 439:    93.7478   -6.0618   -0.1499    2.2115   -0.9807    4.3538    4.0133    0.3952    0.2928    0.1871    5.4814    1.6672
+#> 440:    93.7449   -6.0612   -0.1499    2.2117   -0.9805    4.3504    4.0103    0.3951    0.2928    0.1870    5.4820    1.6669
+#> 441:    93.7433   -6.0608   -0.1499    2.2117   -0.9805    4.3438    4.0077    0.3949    0.2928    0.1869    5.4818    1.6666
+#> 442:    93.7417   -6.0604   -0.1500    2.2118   -0.9805    4.3354    4.0058    0.3947    0.2927    0.1868    5.4824    1.6666
+#> 443:    93.7407   -6.0604   -0.1500    2.2119   -0.9805    4.3281    4.0046    0.3946    0.2927    0.1867    5.4832    1.6667
+#> 444:    93.7397   -6.0608   -0.1500    2.2118   -0.9805    4.3180    4.0069    0.3944    0.2928    0.1866    5.4857    1.6664
+#> 445:    93.7387   -6.0613   -0.1501    2.2118   -0.9805    4.3092    4.0085    0.3942    0.2929    0.1866    5.4866    1.6663
+#> 446:    93.7376   -6.0612   -0.1502    2.2117   -0.9805    4.3022    4.0075    0.3939    0.2930    0.1865    5.4866    1.6660
+#> 447:    93.7375   -6.0613   -0.1503    2.2116   -0.9806    4.2981    4.0076    0.3937    0.2931    0.1865    5.4863    1.6658
+#> 448:    93.7388   -6.0617   -0.1504    2.2115   -0.9806    4.2970    4.0087    0.3935    0.2932    0.1864    5.4870    1.6658
+#> 449:    93.7400   -6.0617   -0.1504    2.2115   -0.9807    4.2904    4.0069    0.3933    0.2933    0.1864    5.4880    1.6655
+#> 450:    93.7414   -6.0623   -0.1505    2.2113   -0.9808    4.2829    4.0095    0.3930    0.2935    0.1863    5.4880    1.6653
+#> 451:    93.7426   -6.0634   -0.1506    2.2112   -0.9808    4.2797    4.0146    0.3928    0.2936    0.1863    5.4877    1.6655
+#> 452:    93.7447   -6.0642   -0.1507    2.2110   -0.9809    4.2770    4.0171    0.3926    0.2938    0.1862    5.4876    1.6657
+#> 453:    93.7465   -6.0644   -0.1508    2.2108   -0.9810    4.2698    4.0184    0.3924    0.2940    0.1862    5.4877    1.6652
+#> 454:    93.7478   -6.0645   -0.1509    2.2106   -0.9810    4.2657    4.0182    0.3922    0.2941    0.1861    5.4874    1.6648
+#> 455:    93.7486   -6.0650   -0.1511    2.2104   -0.9811    4.2656    4.0203    0.3921    0.2943    0.1861    5.4871    1.6644
+#> 456:    93.7485   -6.0659   -0.1512    2.2102   -0.9812    4.2646    4.0240    0.3920    0.2945    0.1860    5.4869    1.6641
+#> 457:    93.7487   -6.0668   -0.1514    2.2099   -0.9813    4.2613    4.0277    0.3919    0.2946    0.1860    5.4866    1.6640
+#> 458:    93.7484   -6.0667   -0.1515    2.2097   -0.9812    4.2586    4.0263    0.3918    0.2947    0.1859    5.4854    1.6639
+#> 459:    93.7468   -6.0661   -0.1517    2.2095   -0.9812    4.2565    4.0225    0.3917    0.2948    0.1858    5.4853    1.6639
+#> 460:    93.7458   -6.0652   -0.1518    2.2093   -0.9812    4.2548    4.0171    0.3916    0.2950    0.1858    5.4843    1.6638
+#> 461:    93.7435   -6.0645   -0.1519    2.2091   -0.9811    4.2554    4.0121    0.3914    0.2951    0.1858    5.4843    1.6637
+#> 462:    93.7421   -6.0637   -0.1521    2.2089   -0.9811    4.2509    4.0079    0.3913    0.2953    0.1857    5.4840    1.6638
+#> 463:    93.7406   -6.0630   -0.1522    2.2088   -0.9810    4.2534    4.0036    0.3912    0.2955    0.1857    5.4834    1.6640
+#> 464:    93.7406   -6.0622   -0.1524    2.2086   -0.9810    4.2548    3.9986    0.3911    0.2956    0.1857    5.4828    1.6639
+#> 465:    93.7404   -6.0617   -0.1525    2.2084   -0.9810    4.2511    3.9955    0.3910    0.2958    0.1857    5.4828    1.6638
+#> 466:    93.7414   -6.0610   -0.1527    2.2080   -0.9809    4.2468    3.9918    0.3910    0.2959    0.1857    5.4812    1.6640
+#> 467:    93.7419   -6.0606   -0.1529    2.2077   -0.9810    4.2446    3.9885    0.3909    0.2960    0.1858    5.4799    1.6642
+#> 468:    93.7427   -6.0604   -0.1531    2.2074   -0.9809    4.2473    3.9872    0.3909    0.2961    0.1858    5.4790    1.6643
+#> 469:    93.7435   -6.0608   -0.1532    2.2073   -0.9810    4.2457    3.9891    0.3907    0.2963    0.1858    5.4789    1.6641
+#> 470:    93.7442   -6.0611   -0.1533    2.2071   -0.9811    4.2443    3.9895    0.3905    0.2965    0.1858    5.4785    1.6640
+#> 471:    93.7443   -6.0618   -0.1534    2.2070   -0.9812    4.2415    3.9932    0.3903    0.2967    0.1858    5.4773    1.6639
+#> 472:    93.7433   -6.0624   -0.1535    2.2069   -0.9812    4.2414    3.9958    0.3901    0.2969    0.1858    5.4765    1.6637
+#> 473:    93.7421   -6.0621   -0.1536    2.2067   -0.9811    4.2330    3.9962    0.3899    0.2970    0.1858    5.4762    1.6637
+#> 474:    93.7415   -6.0621   -0.1537    2.2066   -0.9812    4.2263    3.9968    0.3897    0.2972    0.1858    5.4755    1.6638
+#> 475:    93.7396   -6.0621   -0.1538    2.2066   -0.9812    4.2261    3.9956    0.3895    0.2973    0.1859    5.4751    1.6637
+#> 476:    93.7373   -6.0626   -0.1539    2.2065   -0.9811    4.2265    3.9976    0.3893    0.2975    0.1859    5.4743    1.6634
+#> 477:    93.7357   -6.0623   -0.1540    2.2063   -0.9811    4.2222    3.9953    0.3891    0.2976    0.1859    5.4741    1.6635
+#> 478:    93.7345   -6.0620   -0.1541    2.2062   -0.9811    4.2165    3.9939    0.3889    0.2978    0.1860    5.4745    1.6638
+#> 479:    93.7341   -6.0615   -0.1542    2.2062   -0.9812    4.2122    3.9916    0.3887    0.2979    0.1860    5.4751    1.6637
+#> 480:    93.7338   -6.0619   -0.1543    2.2061   -0.9812    4.2084    3.9932    0.3885    0.2980    0.1860    5.4753    1.6635
+#> 481:    93.7336   -6.0618   -0.1544    2.2060   -0.9812    4.2066    3.9945    0.3883    0.2981    0.1860    5.4748    1.6637
+#> 482:    93.7340   -6.0622   -0.1545    2.2058   -0.9812    4.2069    3.9969    0.3882    0.2983    0.1860    5.4741    1.6636
+#> 483:    93.7328   -6.0627   -0.1547    2.2057   -0.9813    4.2062    3.9992    0.3879    0.2985    0.1861    5.4739    1.6636
+#> 484:    93.7323   -6.0629   -0.1547    2.2056   -0.9813    4.2075    3.9995    0.3877    0.2987    0.1861    5.4730    1.6638
+#> 485:    93.7326   -6.0634   -0.1548    2.2055   -0.9814    4.2045    4.0013    0.3875    0.2989    0.1862    5.4727    1.6637
+#> 486:    93.7320   -6.0632   -0.1549    2.2055   -0.9814    4.2084    3.9989    0.3872    0.2991    0.1863    5.4718    1.6635
+#> 487:    93.7321   -6.0625   -0.1549    2.2054   -0.9814    4.2105    3.9949    0.3870    0.2993    0.1864    5.4712    1.6634
+#> 488:    93.7326   -6.0623   -0.1550    2.2054   -0.9814    4.2104    3.9935    0.3868    0.2996    0.1865    5.4721    1.6635
+#> 489:    93.7342   -6.0615   -0.1551    2.2054   -0.9815    4.2103    3.9893    0.3866    0.2998    0.1866    5.4725    1.6635
+#> 490:    93.7360   -6.0610   -0.1551    2.2053   -0.9815    4.2116    3.9857    0.3864    0.3001    0.1867    5.4730    1.6636
+#> 491:    93.7374   -6.0601   -0.1551    2.2052   -0.9815    4.2128    3.9804    0.3862    0.3003    0.1868    5.4722    1.6638
+#> 492:    93.7386   -6.0597   -0.1552    2.2050   -0.9816    4.2171    3.9774    0.3861    0.3006    0.1869    5.4714    1.6642
+#> 493:    93.7399   -6.0597   -0.1553    2.2049   -0.9816    4.2262    3.9766    0.3859    0.3008    0.1869    5.4712    1.6643
+#> 494:    93.7404   -6.0596   -0.1553    2.2047   -0.9816    4.2347    3.9746    0.3857    0.3011    0.1870    5.4711    1.6646
+#> 495:    93.7406   -6.0590   -0.1554    2.2046   -0.9817    4.2395    3.9711    0.3855    0.3014    0.1871    5.4705    1.6650
+#> 496:    93.7416   -6.0582   -0.1554    2.2045   -0.9817    4.2456    3.9660    0.3853    0.3017    0.1871    5.4707    1.6656
+#> 497:    93.7433   -6.0575   -0.1555    2.2044   -0.9818    4.2511    3.9631    0.3851    0.3020    0.1871    5.4714    1.6658
+#> 498:    93.7444   -6.0574   -0.1556    2.2042   -0.9817    4.2516    3.9632    0.3848    0.3023    0.1871    5.4721    1.6660
+#> 499:    93.7457   -6.0576   -0.1557    2.2041   -0.9817    4.2518    3.9660    0.3846    0.3025    0.1871    5.4728    1.6660
+#> 500:    93.7469   -6.0586   -0.1557    2.2040   -0.9817    4.2481    3.9757    0.3844    0.3028    0.1871    5.4738    1.6661
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_fomc_sfo_focei_obs <- nlmixr(f_mmkin_obs["FOMC-SFO", ], est = "focei")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
 #> Key: U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation
 #> F: Forward difference gradient approximation
@@ -2516,1498 +3080,1738 @@ obtained by fitting the same model to a list of datasets using     1|     470.09130 |     1.000 |    -1.000 |   -0.9119 |   -0.8960 |
-#> |.....................|   -0.8494 |   -0.8528 |   -0.8683 |   -0.8768 |
-#> |.....................|   -0.8744 |   -0.8681 |   -0.8700 |   -0.8694 |
-#> |    U|      470.0913 |     94.11 |    -5.371 |   -0.9909 |   -0.1965 |
-#> |.....................|     2.121 |     1.952 |     1.178 |    0.7545 |
-#> |.....................|    0.8769 |     1.189 |     1.095 |     1.127 |
-#> |    X|      470.0913 |     94.11 |  0.004648 |    0.2707 |    0.8216 |
-#> |.....................|     8.339 |     1.952 |     1.178 |    0.7545 |
-#> |.....................|    0.8769 |     1.189 |     1.095 |     1.127 |
-#> |    G|    Gill Diff. |     72.01 |     2.213 |   -0.2476 |   -0.3163 |
-#> |.....................|   -0.8532 |    -32.82 |    -13.44 |     9.552 |
-#> |.....................|     11.72 |    -12.16 |    -9.599 |    -9.049 |
-#> |    2|     5180.4321 |    0.1393 |    -1.026 |   -0.9090 |   -0.8922 |
-#> |.....................|   -0.8392 |   -0.4605 |   -0.7077 |   -0.9910 |
-#> |.....................|    -1.014 |   -0.7228 |   -0.7553 |   -0.7612 |
-#> |    U|     5180.4321 |     13.11 |    -5.398 |   -0.9880 |   -0.1927 |
-#> |.....................|     2.131 |     2.334 |     1.272 |    0.6684 |
-#> |.....................|    0.7541 |     1.362 |     1.220 |     1.248 |
-#> |    X|     5180.4321 |     13.11 |  0.004526 |    0.2713 |    0.8247 |
-#> |.....................|     8.424 |     2.334 |     1.272 |    0.6684 |
-#> |.....................|    0.7541 |     1.362 |     1.220 |     1.248 |
-#> |    3|     529.93288 |    0.9139 |    -1.003 |   -0.9116 |   -0.8956 |
-#> |.....................|   -0.8484 |   -0.8135 |   -0.8523 |   -0.8883 |
-#> |.....................|   -0.8884 |   -0.8536 |   -0.8585 |   -0.8585 |
-#> |    U|     529.93288 |     86.01 |    -5.374 |   -0.9906 |   -0.1961 |
-#> |.....................|     2.122 |     1.990 |     1.187 |    0.7459 |
-#> |.....................|    0.8647 |     1.206 |     1.107 |     1.139 |
-#> |    X|     529.93288 |     86.01 |  0.004635 |    0.2708 |    0.8219 |
-#> |.....................|     8.347 |     1.990 |     1.187 |    0.7459 |
-#> |.....................|    0.8647 |     1.206 |     1.107 |     1.139 |
-#> |    4|     469.96296 |    0.9914 |    -1.000 |   -0.9119 |   -0.8959 |
-#> |.....................|   -0.8493 |   -0.8489 |   -0.8667 |   -0.8780 |
-#> |.....................|   -0.8758 |   -0.8667 |   -0.8689 |   -0.8683 |
-#> |    U|     469.96296 |     93.30 |    -5.372 |   -0.9909 |   -0.1965 |
-#> |.....................|     2.121 |     1.955 |     1.179 |    0.7536 |
-#> |.....................|    0.8757 |     1.191 |     1.096 |     1.128 |
-#> |    X|     469.96296 |     93.30 |  0.004646 |    0.2707 |    0.8216 |
-#> |.....................|     8.339 |     1.955 |     1.179 |    0.7536 |
-#> |.....................|    0.8757 |     1.191 |     1.096 |     1.128 |
-#> |    F| Forward Diff. |    -91.63 |     2.121 |   -0.4143 |   -0.3985 |
-#> |.....................|    -1.124 |    -34.23 |    -12.87 |     9.567 |
-#> |.....................|     8.592 |    -11.79 |    -9.469 |    -8.518 |
-#> |    5|     469.41305 |    0.9973 |    -1.001 |   -0.9118 |   -0.8959 |
-#> |.....................|   -0.8491 |   -0.8424 |   -0.8642 |   -0.8798 |
-#> |.....................|   -0.8776 |   -0.8644 |   -0.8670 |   -0.8666 |
-#> |    U|     469.41305 |     93.85 |    -5.372 |   -0.9908 |   -0.1964 |
-#> |.....................|     2.121 |     1.962 |     1.180 |    0.7523 |
-#> |.....................|    0.8741 |     1.193 |     1.098 |     1.130 |
-#> |    X|     469.41305 |     93.85 |  0.004644 |    0.2707 |    0.8217 |
-#> |.....................|     8.341 |     1.962 |     1.180 |    0.7523 |
-#> |.....................|    0.8741 |     1.193 |     1.098 |     1.130 |
-#> |    F| Forward Diff. |     19.88 |     2.163 |   -0.2989 |   -0.3449 |
-#> |.....................|   -0.9473 |    -32.84 |    -13.22 |     8.952 |
-#> |.....................|     11.37 |    -11.75 |    -9.421 |    -8.530 |
-#> |    6|     469.13124 |    0.9930 |    -1.001 |   -0.9118 |   -0.8958 |
-#> |.....................|   -0.8489 |   -0.8354 |   -0.8614 |   -0.8817 |
-#> |.....................|   -0.8801 |   -0.8619 |   -0.8650 |   -0.8648 |
-#> |    U|     469.13124 |     93.45 |    -5.373 |   -0.9908 |   -0.1963 |
-#> |.....................|     2.121 |     1.969 |     1.182 |    0.7508 |
-#> |.....................|    0.8719 |     1.196 |     1.100 |     1.132 |
-#> |    X|     469.13124 |     93.45 |  0.004642 |    0.2708 |    0.8218 |
-#> |.....................|     8.343 |     1.969 |     1.182 |    0.7508 |
-#> |.....................|    0.8719 |     1.196 |     1.100 |     1.132 |
-#> |    F| Forward Diff. |    -60.06 |     2.108 |   -0.3845 |   -0.3876 |
-#> |.....................|    -1.088 |    -32.82 |    -12.89 |     8.720 |
-#> |.....................|     9.663 |    -11.60 |    -9.301 |    -8.348 |
-#> |    7|     468.71336 |    0.9979 |    -1.002 |   -0.9117 |   -0.8957 |
-#> |.....................|   -0.8487 |   -0.8285 |   -0.8586 |   -0.8835 |
-#> |.....................|   -0.8823 |   -0.8594 |   -0.8631 |   -0.8630 |
-#> |    U|     468.71336 |     93.91 |    -5.373 |   -0.9907 |   -0.1962 |
-#> |.....................|     2.122 |     1.975 |     1.183 |    0.7495 |
-#> |.....................|    0.8700 |     1.199 |     1.102 |     1.134 |
-#> |    X|     468.71336 |     93.91 |  0.004640 |    0.2708 |    0.8218 |
-#> |.....................|     8.345 |     1.975 |     1.183 |    0.7495 |
-#> |.....................|    0.8700 |     1.199 |     1.102 |     1.134 |
-#> |    F| Forward Diff. |     31.80 |     2.131 |   -0.3007 |   -0.3556 |
-#> |.....................|   -0.9543 |    -30.66 |    -12.35 |     8.979 |
-#> |.....................|     9.681 |    -11.54 |    -9.231 |    -8.330 |
-#> |    8|     468.42878 |    0.9931 |    -1.002 |   -0.9116 |   -0.8956 |
-#> |.....................|   -0.8484 |   -0.8217 |   -0.8559 |   -0.8855 |
-#> |.....................|   -0.8845 |   -0.8568 |   -0.8610 |   -0.8612 |
-#> |    U|     468.42878 |     93.46 |    -5.373 |   -0.9906 |   -0.1962 |
-#> |.....................|     2.122 |     1.982 |     1.185 |    0.7480 |
-#> |.....................|    0.8681 |     1.202 |     1.105 |     1.136 |
-#> |    X|     468.42878 |     93.46 |  0.004638 |    0.2708 |    0.8219 |
-#> |.....................|     8.346 |     1.982 |     1.185 |    0.7480 |
-#> |.....................|    0.8681 |     1.202 |     1.105 |     1.136 |
-#> |    F| Forward Diff. |    -55.97 |     2.081 |   -0.3855 |   -0.3928 |
-#> |.....................|    -1.100 |    -30.89 |    -12.11 |     8.596 |
-#> |.....................|     9.353 |    -11.36 |    -9.087 |    -8.137 |
-#> |    9|     468.02528 |    0.9977 |    -1.003 |   -0.9115 |   -0.8955 |
-#> |.....................|   -0.8482 |   -0.8148 |   -0.8531 |   -0.8875 |
-#> |.....................|   -0.8866 |   -0.8542 |   -0.8589 |   -0.8593 |
-#> |    U|     468.02528 |     93.90 |    -5.374 |   -0.9905 |   -0.1961 |
-#> |.....................|     2.122 |     1.989 |     1.187 |    0.7465 |
-#> |.....................|    0.8662 |     1.206 |     1.107 |     1.138 |
-#> |    X|     468.02528 |     93.90 |  0.004636 |    0.2708 |    0.8220 |
-#> |.....................|     8.348 |     1.989 |     1.187 |    0.7465 |
-#> |.....................|    0.8662 |     1.206 |     1.107 |     1.138 |
-#> |    F| Forward Diff. |     28.40 |     2.101 |   -0.3066 |   -0.3612 |
-#> |.....................|   -0.9721 |    -29.21 |    -11.91 |     8.561 |
-#> |.....................|     9.360 |    -11.31 |    -9.026 |    -8.108 |
-#> |   10|     467.76129 |    0.9930 |    -1.003 |   -0.9115 |   -0.8954 |
-#> |.....................|   -0.8479 |   -0.8081 |   -0.8503 |   -0.8895 |
-#> |.....................|   -0.8888 |   -0.8515 |   -0.8567 |   -0.8574 |
-#> |    U|     467.76129 |     93.46 |    -5.374 |   -0.9905 |   -0.1960 |
-#> |.....................|     2.122 |     1.995 |     1.188 |    0.7450 |
-#> |.....................|    0.8643 |     1.209 |     1.109 |     1.140 |
-#> |    X|     467.76129 |     93.46 |  0.004633 |    0.2708 |    0.8220 |
-#> |.....................|     8.351 |     1.995 |     1.188 |    0.7450 |
-#> |.....................|    0.8643 |     1.209 |     1.109 |     1.140 |
-#> |    F| Forward Diff. |    -56.33 |     2.052 |   -0.3905 |   -0.3944 |
-#> |.....................|    -1.108 |    -29.62 |    -11.80 |     8.124 |
-#> |.....................|     9.000 |    -11.14 |    -8.878 |    -7.912 |
-#> |   11|     467.36507 |    0.9976 |    -1.004 |   -0.9114 |   -0.8953 |
-#> |.....................|   -0.8477 |   -0.8013 |   -0.8475 |   -0.8914 |
-#> |.....................|   -0.8910 |   -0.8487 |   -0.8545 |   -0.8554 |
-#> |    U|     467.36507 |     93.88 |    -5.375 |   -0.9904 |   -0.1959 |
-#> |.....................|     2.123 |     2.002 |     1.190 |    0.7435 |
-#> |.....................|    0.8624 |     1.212 |     1.112 |     1.142 |
-#> |    X|     467.36507 |     93.88 |  0.004631 |    0.2708 |    0.8221 |
-#> |.....................|     8.353 |     2.002 |     1.190 |    0.7435 |
-#> |.....................|    0.8624 |     1.212 |     1.112 |     1.142 |
-#> |    F| Forward Diff. |     25.62 |     2.072 |   -0.2964 |   -0.3658 |
-#> |.....................|   -0.9890 |    -26.78 |    -10.91 |     8.547 |
-#> |.....................|     9.002 |    -11.08 |    -8.799 |    -7.879 |
-#> |   12|     467.13453 |    0.9928 |    -1.004 |   -0.9113 |   -0.8952 |
-#> |.....................|   -0.8474 |   -0.7947 |   -0.8448 |   -0.8935 |
-#> |.....................|   -0.8932 |   -0.8459 |   -0.8523 |   -0.8534 |
-#> |    U|     467.13453 |     93.43 |    -5.376 |   -0.9903 |   -0.1958 |
-#> |.....................|     2.123 |     2.008 |     1.191 |    0.7419 |
-#> |.....................|    0.8604 |     1.215 |     1.114 |     1.145 |
-#> |    X|     467.13453 |     93.43 |  0.004628 |    0.2709 |    0.8222 |
-#> |.....................|     8.355 |     2.008 |     1.191 |    0.7419 |
-#> |.....................|    0.8604 |     1.215 |     1.114 |     1.145 |
-#> |    F| Forward Diff. |    -59.86 |     2.021 |   -0.3893 |   -0.4093 |
-#> |.....................|    -1.140 |    -28.00 |    -11.13 |     7.926 |
-#> |.....................|     9.918 |    -10.90 |    -8.684 |    -7.680 |
-#> |   13|     466.72836 |    0.9971 |    -1.005 |   -0.9112 |   -0.8951 |
-#> |.....................|   -0.8471 |   -0.7882 |   -0.8421 |   -0.8957 |
-#> |.....................|   -0.8959 |   -0.8428 |   -0.8499 |   -0.8513 |
-#> |    U|     466.72836 |     93.84 |    -5.376 |   -0.9902 |   -0.1956 |
-#> |.....................|     2.123 |     2.015 |     1.193 |    0.7403 |
-#> |.....................|    0.8581 |     1.219 |     1.117 |     1.147 |
-#> |    X|     466.72836 |     93.84 |  0.004626 |    0.2709 |    0.8223 |
-#> |.....................|     8.358 |     2.015 |     1.193 |    0.7403 |
-#> |.....................|    0.8581 |     1.219 |     1.117 |     1.147 |
-#> |    F| Forward Diff. |     18.13 |     2.039 |   -0.3145 |   -0.3694 |
-#> |.....................|    -1.015 |    -26.10 |    -10.63 |     8.044 |
-#> |.....................|     8.616 |    -10.80 |    -8.580 |    -7.637 |
-#> |   14|     466.53378 |    0.9925 |    -1.005 |   -0.9111 |   -0.8950 |
-#> |.....................|   -0.8468 |   -0.7815 |   -0.8394 |   -0.8978 |
-#> |.....................|   -0.8981 |   -0.8400 |   -0.8477 |   -0.8494 |
-#> |    U|     466.53378 |     93.40 |    -5.377 |   -0.9901 |   -0.1956 |
-#> |.....................|     2.123 |     2.021 |     1.195 |    0.7387 |
-#> |.....................|    0.8562 |     1.222 |     1.119 |     1.149 |
-#> |    X|     466.53378 |     93.40 |  0.004623 |    0.2709 |    0.8224 |
-#> |.....................|     8.360 |     2.021 |     1.195 |    0.7387 |
-#> |.....................|    0.8562 |     1.222 |     1.119 |     1.149 |
-#> |    F| Forward Diff. |    -63.81 |     1.989 |   -0.4067 |   -0.4178 |
-#> |.....................|    -1.167 |    -26.39 |    -10.45 |     7.924 |
-#> |.....................|     8.221 |    -10.62 |    -8.445 |    -7.432 |
-#> |   15|     466.13347 |    0.9972 |    -1.006 |   -0.9110 |   -0.8949 |
-#> |.....................|   -0.8464 |   -0.7752 |   -0.8368 |   -0.9000 |
-#> |.....................|   -0.9002 |   -0.8369 |   -0.8452 |   -0.8472 |
-#> |    U|     466.13347 |     93.85 |    -5.377 |   -0.9900 |   -0.1954 |
-#> |.....................|     2.124 |     2.027 |     1.196 |    0.7370 |
-#> |.....................|    0.8543 |     1.226 |     1.122 |     1.152 |
-#> |    X|     466.13347 |     93.85 |  0.004620 |    0.2709 |    0.8225 |
-#> |.....................|     8.363 |     2.027 |     1.196 |    0.7370 |
-#> |.....................|    0.8543 |     1.226 |     1.122 |     1.152 |
-#> |    F| Forward Diff. |     18.92 |     2.012 |   -0.3108 |   -0.3757 |
-#> |.....................|    -1.021 |    -25.52 |    -10.81 |     7.279 |
-#> |.....................|     9.661 |    -10.54 |    -8.331 |    -7.395 |
-#> |   16|     465.94504 |    0.9925 |    -1.006 |   -0.9109 |   -0.8948 |
-#> |.....................|   -0.8461 |   -0.7686 |   -0.8339 |   -0.9019 |
-#> |.....................|   -0.9028 |   -0.8341 |   -0.8430 |   -0.8453 |
-#> |    U|     465.94504 |     93.41 |    -5.378 |   -0.9899 |   -0.1953 |
-#> |.....................|     2.124 |     2.034 |     1.198 |    0.7356 |
-#> |.....................|    0.8521 |     1.229 |     1.124 |     1.154 |
-#> |    X|     465.94504 |     93.41 |  0.004618 |    0.2709 |    0.8226 |
-#> |.....................|     8.366 |     2.034 |     1.198 |    0.7356 |
-#> |.....................|    0.8521 |     1.229 |     1.124 |     1.154 |
-#> |    F| Forward Diff. |    -61.65 |     1.961 |   -0.4097 |   -0.4254 |
-#> |.....................|    -1.181 |    -25.22 |    -10.13 |     7.338 |
-#> |.....................|     9.206 |    -10.38 |    -8.223 |    -7.205 |
-#> |   17|     465.56754 |    0.9973 |    -1.007 |   -0.9108 |   -0.8946 |
-#> |.....................|   -0.8457 |   -0.7626 |   -0.8312 |   -0.9037 |
-#> |.....................|   -0.9058 |   -0.8309 |   -0.8405 |   -0.8432 |
-#> |    U|     465.56754 |     93.86 |    -5.378 |   -0.9898 |   -0.1952 |
-#> |.....................|     2.125 |     2.040 |     1.199 |    0.7342 |
-#> |.....................|    0.8494 |     1.233 |     1.127 |     1.156 |
-#> |    X|     465.56754 |     93.86 |  0.004615 |    0.2710 |    0.8227 |
-#> |.....................|     8.369 |     2.040 |     1.199 |    0.7342 |
-#> |.....................|    0.8494 |     1.233 |     1.127 |     1.156 |
-#> |    F| Forward Diff. |     20.78 |     1.982 |   -0.3060 |   -0.3796 |
-#> |.....................|    -1.026 |    -23.61 |    -9.859 |     7.282 |
-#> |.....................|     6.603 |    -10.29 |    -8.096 |    -7.167 |
-#> |   18|     465.36858 |    0.9928 |    -1.008 |   -0.9107 |   -0.8945 |
-#> |.....................|   -0.8454 |   -0.7560 |   -0.8284 |   -0.9059 |
-#> |.....................|   -0.9077 |   -0.8278 |   -0.8381 |   -0.8410 |
-#> |    U|     465.36858 |     93.44 |    -5.379 |   -0.9897 |   -0.1950 |
-#> |.....................|     2.125 |     2.046 |     1.201 |    0.7326 |
-#> |.....................|    0.8477 |     1.237 |     1.130 |     1.159 |
-#> |    X|     465.36858 |     93.44 |  0.004612 |    0.2710 |    0.8228 |
-#> |.....................|     8.372 |     2.046 |     1.201 |    0.7326 |
-#> |.....................|    0.8477 |     1.237 |     1.130 |     1.159 |
-#> |    F| Forward Diff. |    -55.43 |     1.935 |   -0.4028 |   -0.4254 |
-#> |.....................|    -1.182 |    -23.34 |    -9.189 |     7.305 |
-#> |.....................|     7.555 |    -10.07 |    -7.946 |    -6.960 |
-#> |   19|     465.01863 |    0.9972 |    -1.008 |   -0.9105 |   -0.8943 |
-#> |.....................|   -0.8449 |   -0.7499 |   -0.8257 |   -0.9082 |
-#> |.....................|   -0.9092 |   -0.8240 |   -0.8352 |   -0.8386 |
-#> |    U|     465.01863 |     93.84 |    -5.380 |   -0.9895 |   -0.1948 |
-#> |.....................|     2.125 |     2.052 |     1.203 |    0.7308 |
-#> |.....................|    0.8464 |     1.241 |     1.133 |     1.161 |
-#> |    X|     465.01863 |     93.84 |  0.004609 |    0.2710 |    0.8230 |
-#> |.....................|     8.376 |     2.052 |     1.203 |    0.7308 |
-#> |.....................|    0.8464 |     1.241 |     1.133 |     1.161 |
-#> |    F| Forward Diff. |     18.74 |     1.956 |   -0.3105 |   -0.3857 |
-#> |.....................|    -1.041 |    -22.36 |    -9.386 |     7.151 |
-#> |.....................|     7.639 |    -9.969 |    -7.832 |    -6.900 |
-#> |   20|     464.81883 |    0.9930 |    -1.009 |   -0.9104 |   -0.8942 |
-#> |.....................|   -0.8445 |   -0.7435 |   -0.8230 |   -0.9105 |
-#> |.....................|   -0.9115 |   -0.8207 |   -0.8326 |   -0.8363 |
-#> |    U|     464.81883 |     93.45 |    -5.381 |   -0.9894 |   -0.1947 |
-#> |.....................|     2.126 |     2.058 |     1.204 |    0.7291 |
-#> |.....................|    0.8444 |     1.245 |     1.136 |     1.164 |
-#> |    X|     464.81883 |     93.45 |  0.004605 |    0.2710 |    0.8231 |
-#> |.....................|     8.380 |     2.058 |     1.204 |    0.7291 |
-#> |.....................|    0.8444 |     1.245 |     1.136 |     1.164 |
-#> |    F| Forward Diff. |    -51.40 |     1.910 |   -0.3971 |   -0.4173 |
-#> |.....................|    -1.192 |    -21.85 |    -8.569 |     7.088 |
-#> |.....................|     7.257 |    -9.784 |    -7.694 |    -6.698 |
-#> |   21|     464.49434 |    0.9973 |    -1.010 |   -0.9102 |   -0.8940 |
-#> |.....................|   -0.8439 |   -0.7380 |   -0.8206 |   -0.9131 |
-#> |.....................|   -0.9139 |   -0.8168 |   -0.8296 |   -0.8338 |
-#> |    U|     464.49434 |     93.85 |    -5.381 |   -0.9892 |   -0.1945 |
-#> |.....................|     2.126 |     2.064 |     1.206 |    0.7271 |
-#> |.....................|    0.8423 |     1.250 |     1.139 |     1.167 |
-#> |    X|     464.49434 |     93.85 |  0.004602 |    0.2711 |    0.8233 |
-#> |.....................|     8.385 |     2.064 |     1.206 |    0.7271 |
-#> |.....................|    0.8423 |     1.250 |     1.139 |     1.167 |
-#> |    F| Forward Diff. |     20.43 |     1.927 |   -0.3065 |   -0.3887 |
-#> |.....................|    -1.043 |    -20.85 |    -8.676 |     6.819 |
-#> |.....................|     7.291 |    -9.652 |    -7.555 |    -6.636 |
-#> |   22|     464.27900 |    0.9935 |    -1.011 |   -0.9101 |   -0.8938 |
-#> |.....................|   -0.8433 |   -0.7319 |   -0.8180 |   -0.9156 |
-#> |.....................|   -0.9164 |   -0.8129 |   -0.8266 |   -0.8314 |
-#> |    U|       464.279 |     93.50 |    -5.382 |   -0.9891 |   -0.1943 |
-#> |.....................|     2.127 |     2.070 |     1.207 |    0.7252 |
-#> |.....................|    0.8401 |     1.255 |     1.142 |     1.169 |
-#> |    X|       464.279 |     93.50 |  0.004598 |    0.2711 |    0.8234 |
-#> |.....................|     8.389 |     2.070 |     1.207 |    0.7252 |
-#> |.....................|    0.8401 |     1.255 |     1.142 |     1.169 |
-#> |    F| Forward Diff. |    -42.65 |     1.884 |   -0.3905 |   -0.4168 |
-#> |.....................|    -1.174 |    -21.12 |    -8.566 |     6.431 |
-#> |.....................|     8.301 |    -9.439 |    -7.399 |    -6.436 |
-#> |   23|     463.98221 |    0.9971 |    -1.012 |   -0.9099 |   -0.8935 |
-#> |.....................|   -0.8426 |   -0.7266 |   -0.8156 |   -0.9179 |
-#> |.....................|   -0.9200 |   -0.8088 |   -0.8235 |   -0.8288 |
-#> |    U|     463.98221 |     93.84 |    -5.383 |   -0.9889 |   -0.1940 |
-#> |.....................|     2.128 |     2.075 |     1.209 |    0.7235 |
-#> |.....................|    0.8370 |     1.260 |     1.146 |     1.172 |
-#> |    X|     463.98221 |     93.84 |  0.004593 |    0.2711 |    0.8236 |
-#> |.....................|     8.395 |     2.075 |     1.209 |    0.7235 |
-#> |.....................|    0.8370 |     1.260 |     1.146 |     1.172 |
-#> |    F| Forward Diff. |     17.69 |     1.891 |   -0.3039 |   -0.3774 |
-#> |.....................|    -1.038 |    -20.36 |    -8.704 |     6.334 |
-#> |.....................|     6.886 |    -9.291 |    -7.246 |    -6.355 |
-#> |   24|     463.80345 |    0.9930 |    -1.013 |   -0.9097 |   -0.8933 |
-#> |.....................|   -0.8421 |   -0.7205 |   -0.8127 |   -0.9199 |
-#> |.....................|   -0.9227 |   -0.8053 |   -0.8209 |   -0.8265 |
-#> |    U|     463.80345 |     93.45 |    -5.384 |   -0.9887 |   -0.1939 |
-#> |.....................|     2.128 |     2.081 |     1.210 |    0.7220 |
-#> |.....................|    0.8346 |     1.264 |     1.148 |     1.175 |
-#> |    X|     463.80345 |     93.45 |  0.004590 |    0.2712 |    0.8238 |
-#> |.....................|     8.399 |     2.081 |     1.210 |    0.7220 |
-#> |.....................|    0.8346 |     1.264 |     1.148 |     1.175 |
-#> |    F| Forward Diff. |    -49.16 |     1.846 |   -0.3979 |   -0.4233 |
-#> |.....................|    -1.191 |    -20.11 |    -8.128 |     6.150 |
-#> |.....................|     7.842 |    -9.114 |    -7.113 |    -6.163 |
-#> |   25|     463.50095 |    0.9970 |    -1.014 |   -0.9095 |   -0.8930 |
-#> |.....................|   -0.8413 |   -0.7152 |   -0.8100 |   -0.9219 |
-#> |.....................|   -0.9258 |   -0.8011 |   -0.8178 |   -0.8240 |
-#> |    U|     463.50095 |     93.83 |    -5.385 |   -0.9885 |   -0.1936 |
-#> |.....................|     2.129 |     2.086 |     1.212 |    0.7205 |
-#> |.....................|    0.8318 |     1.269 |     1.152 |     1.178 |
-#> |    X|     463.50095 |     93.83 |  0.004585 |    0.2712 |    0.8240 |
-#> |.....................|     8.406 |     2.086 |     1.212 |    0.7205 |
-#> |.....................|    0.8318 |     1.269 |     1.152 |     1.178 |
-#> |    F| Forward Diff. |     15.76 |     1.857 |   -0.2989 |   -0.3817 |
-#> |.....................|    -1.050 |    -19.47 |    -8.354 |     5.597 |
-#> |.....................|     5.177 |    -8.956 |    -6.950 |    -6.091 |
-#> |   26|     463.33971 |    0.9930 |    -1.014 |   -0.9093 |   -0.8928 |
-#> |.....................|   -0.8408 |   -0.7088 |   -0.8070 |   -0.9237 |
-#> |.....................|   -0.9274 |   -0.7974 |   -0.8150 |   -0.8217 |
-#> |    U|     463.33971 |     93.45 |    -5.386 |   -0.9883 |   -0.1934 |
-#> |.....................|     2.129 |     2.092 |     1.214 |    0.7192 |
-#> |.....................|    0.8304 |     1.273 |     1.155 |     1.180 |
-#> |    X|     463.33971 |     93.45 |  0.004581 |    0.2712 |    0.8242 |
-#> |.....................|     8.411 |     2.092 |     1.214 |    0.7192 |
-#> |.....................|    0.8304 |     1.273 |     1.155 |     1.180 |
-#> |    F| Forward Diff. |    -49.38 |     1.817 |   -0.3945 |   -0.4254 |
-#> |.....................|    -1.192 |    -18.49 |    -7.219 |     6.140 |
-#> |.....................|     6.147 |    -8.752 |    -6.775 |    -5.892 |
-#> |   27|     463.06378 |    0.9971 |    -1.016 |   -0.9091 |   -0.8925 |
-#> |.....................|   -0.8398 |   -0.7035 |   -0.8044 |   -0.9255 |
-#> |.....................|   -0.9274 |   -0.7927 |   -0.8116 |   -0.8189 |
-#> |    U|     463.06378 |     93.84 |    -5.387 |   -0.9881 |   -0.1930 |
-#> |.....................|     2.130 |     2.097 |     1.215 |    0.7178 |
-#> |.....................|    0.8305 |     1.279 |     1.159 |     1.184 |
-#> |    X|     463.06378 |     93.84 |  0.004575 |    0.2713 |    0.8245 |
-#> |.....................|     8.419 |     2.097 |     1.215 |    0.7178 |
-#> |.....................|    0.8305 |     1.279 |     1.159 |     1.184 |
-#> |    F| Forward Diff. |     17.15 |     1.839 |   -0.2941 |   -0.3829 |
-#> |.....................|    -1.046 |    -18.21 |    -7.786 |     5.595 |
-#> |.....................|     7.714 |    -8.592 |    -6.652 |    -5.814 |
-#> |   28|     462.87224 |    0.9938 |    -1.017 |   -0.9088 |   -0.8922 |
-#> |.....................|   -0.8390 |   -0.6982 |   -0.8019 |   -0.9277 |
-#> |.....................|   -0.9311 |   -0.7885 |   -0.8085 |   -0.8163 |
-#> |    U|     462.87224 |     93.52 |    -5.388 |   -0.9879 |   -0.1927 |
-#> |.....................|     2.131 |     2.102 |     1.217 |    0.7161 |
-#> |.....................|    0.8272 |     1.284 |     1.162 |     1.186 |
-#> |    X|     462.87224 |     93.52 |  0.004570 |    0.2713 |    0.8247 |
-#> |.....................|     8.425 |     2.102 |     1.217 |    0.7161 |
-#> |.....................|    0.8272 |     1.284 |     1.162 |     1.186 |
-#> |    F| Forward Diff. |    -35.81 |     1.797 |   -0.3699 |   -0.4180 |
-#> |.....................|    -1.164 |    -17.54 |    -6.949 |     5.683 |
-#> |.....................|     5.938 |    -8.368 |    -6.484 |    -5.617 |
-#> |   29|     462.64279 |    0.9976 |    -1.018 |   -0.9085 |   -0.8918 |
-#> |.....................|   -0.8379 |   -0.6938 |   -0.7998 |   -0.9297 |
-#> |.....................|   -0.9347 |   -0.7837 |   -0.8051 |   -0.8136 |
-#> |    U|     462.64279 |     93.88 |    -5.390 |   -0.9876 |   -0.1923 |
-#> |.....................|     2.132 |     2.107 |     1.218 |    0.7146 |
-#> |.....................|    0.8240 |     1.289 |     1.166 |     1.189 |
-#> |    X|     462.64279 |     93.88 |  0.004563 |    0.2714 |    0.8250 |
-#> |.....................|     8.435 |     2.107 |     1.218 |    0.7146 |
-#> |.....................|    0.8240 |     1.289 |     1.166 |     1.189 |
-#> |    F| Forward Diff. |     23.89 |     1.802 |   -0.2695 |   -0.3764 |
-#> |.....................|    -1.014 |    -17.48 |    -7.590 |     5.234 |
-#> |.....................|     7.275 |    -8.199 |    -6.306 |    -5.540 |
-#> |   30|     462.43086 |    0.9946 |    -1.020 |   -0.9083 |   -0.8914 |
-#> |.....................|   -0.8367 |   -0.6890 |   -0.7974 |   -0.9317 |
-#> |.....................|   -0.9381 |   -0.7789 |   -0.8017 |   -0.8108 |
-#> |    U|     462.43086 |     93.61 |    -5.391 |   -0.9873 |   -0.1919 |
-#> |.....................|     2.134 |     2.111 |     1.219 |    0.7131 |
-#> |.....................|    0.8211 |     1.295 |     1.169 |     1.193 |
-#> |    X|     462.43086 |     93.61 |  0.004556 |    0.2715 |    0.8254 |
-#> |.....................|     8.445 |     2.111 |     1.219 |    0.7131 |
-#> |.....................|    0.8211 |     1.295 |     1.169 |     1.193 |
-#> |    F| Forward Diff. |    -22.12 |     1.763 |   -0.3409 |   -0.4033 |
-#> |.....................|    -1.105 |    -16.76 |    -6.743 |     5.132 |
-#> |.....................|     5.573 |    -7.935 |    -6.123 |    -5.337 |
-#> |   31|     462.24769 |    0.9981 |    -1.021 |   -0.9079 |   -0.8909 |
-#> |.....................|   -0.8355 |   -0.6838 |   -0.7950 |   -0.9332 |
-#> |.....................|   -0.9404 |   -0.7741 |   -0.7984 |   -0.8080 |
-#> |    U|     462.24769 |     93.94 |    -5.393 |   -0.9870 |   -0.1915 |
-#> |.....................|     2.135 |     2.117 |     1.221 |    0.7120 |
-#> |.....................|    0.8190 |     1.301 |     1.173 |     1.196 |
-#> |    X|     462.24769 |     93.94 |  0.004549 |    0.2715 |    0.8258 |
-#> |.....................|     8.455 |     2.117 |     1.221 |    0.7120 |
-#> |.....................|    0.8190 |     1.301 |     1.173 |     1.196 |
-#> |    F| Forward Diff. |     32.76 |     1.771 |   -0.2440 |   -0.3645 |
-#> |.....................|   -0.9678 |    -16.08 |    -6.874 |     5.077 |
-#> |.....................|     5.606 |    -7.758 |    -5.959 |    -5.256 |
-#> |   32|     462.04894 |    0.9949 |    -1.023 |   -0.9076 |   -0.8904 |
-#> |.....................|   -0.8341 |   -0.6790 |   -0.7932 |   -0.9353 |
-#> |.....................|   -0.9395 |   -0.7687 |   -0.7947 |   -0.8049 |
-#> |    U|     462.04894 |     93.63 |    -5.395 |   -0.9866 |   -0.1909 |
-#> |.....................|     2.136 |     2.121 |     1.222 |    0.7104 |
-#> |.....................|    0.8198 |     1.307 |     1.177 |     1.199 |
-#> |    X|     462.04894 |     93.63 |  0.004540 |    0.2716 |    0.8262 |
-#> |.....................|     8.467 |     2.121 |     1.222 |    0.7104 |
-#> |.....................|    0.8198 |     1.307 |     1.177 |     1.199 |
-#> |    F| Forward Diff. |    -16.92 |     1.743 |   -0.3189 |   -0.3951 |
-#> |.....................|    -1.072 |    -15.84 |    -6.430 |     4.847 |
-#> |.....................|     5.467 |    -7.483 |    -5.756 |    -5.023 |
-#> |   33|     461.88553 |    0.9980 |    -1.025 |   -0.9073 |   -0.8898 |
-#> |.....................|   -0.8327 |   -0.6736 |   -0.7912 |   -0.9375 |
-#> |.....................|   -0.9397 |   -0.7637 |   -0.7912 |   -0.8019 |
-#> |    U|     461.88553 |     93.92 |    -5.397 |   -0.9863 |   -0.1904 |
-#> |.....................|     2.138 |     2.126 |     1.223 |    0.7088 |
-#> |.....................|    0.8197 |     1.313 |     1.181 |     1.203 |
-#> |    X|     461.88553 |     93.92 |  0.004531 |    0.2716 |    0.8266 |
-#> |.....................|     8.479 |     2.126 |     1.223 |    0.7088 |
-#> |.....................|    0.8197 |     1.313 |     1.181 |     1.203 |
-#> |    F| Forward Diff. |     30.55 |     1.755 |   -0.2327 |   -0.3563 |
-#> |.....................|   -0.9551 |    -15.13 |    -6.434 |     4.973 |
-#> |.....................|     5.515 |    -7.304 |    -5.584 |    -4.904 |
-#> |   34|     461.69674 |    0.9949 |    -1.028 |   -0.9069 |   -0.8892 |
-#> |.....................|   -0.8309 |   -0.6692 |   -0.7896 |   -0.9402 |
-#> |.....................|   -0.9399 |   -0.7583 |   -0.7876 |   -0.7990 |
-#> |    U|     461.69674 |     93.63 |    -5.400 |   -0.9859 |   -0.1897 |
-#> |.....................|     2.139 |     2.131 |     1.224 |    0.7067 |
-#> |.....................|    0.8195 |     1.320 |     1.185 |     1.206 |
-#> |    X|     461.69674 |     93.63 |  0.004519 |    0.2717 |    0.8272 |
-#> |.....................|     8.494 |     2.131 |     1.224 |    0.7067 |
-#> |.....................|    0.8195 |     1.320 |     1.185 |     1.206 |
-#> |    F| Forward Diff. |    -16.57 |     1.720 |   -0.3086 |   -0.3856 |
-#> |.....................|    -1.039 |    -14.73 |    -5.908 |     4.823 |
-#> |.....................|     5.359 |    -7.008 |    -5.393 |    -4.695 |
-#> |   35|     461.54208 |    0.9978 |    -1.031 |   -0.9065 |   -0.8885 |
-#> |.....................|   -0.8293 |   -0.6648 |   -0.7883 |   -0.9440 |
-#> |.....................|   -0.9414 |   -0.7533 |   -0.7842 |   -0.7963 |
-#> |    U|     461.54208 |     93.91 |    -5.402 |   -0.9855 |   -0.1891 |
-#> |.....................|     2.141 |     2.135 |     1.225 |    0.7038 |
-#> |.....................|    0.8182 |     1.325 |     1.189 |     1.209 |
-#> |    X|     461.54208 |     93.91 |  0.004507 |    0.2718 |    0.8277 |
-#> |.....................|     8.508 |     2.135 |     1.225 |    0.7038 |
-#> |.....................|    0.8182 |     1.325 |     1.189 |     1.209 |
-#> |    F| Forward Diff. |     27.49 |     1.722 |   -0.2172 |   -0.3438 |
-#> |.....................|   -0.9069 |    -13.76 |    -5.979 |     4.702 |
-#> |.....................|     5.353 |    -6.828 |    -5.231 |    -4.587 |
-#> |   36|     461.38014 |    0.9949 |    -1.034 |   -0.9061 |   -0.8878 |
-#> |.....................|   -0.8274 |   -0.6624 |   -0.7872 |   -0.9482 |
-#> |.....................|   -0.9437 |   -0.7482 |   -0.7807 |   -0.7935 |
-#> |    U|     461.38014 |     93.63 |    -5.405 |   -0.9851 |   -0.1883 |
-#> |.....................|     2.143 |     2.137 |     1.225 |    0.7007 |
-#> |.....................|    0.8162 |     1.332 |     1.192 |     1.212 |
-#> |    X|     461.38014 |     93.63 |  0.004492 |    0.2719 |    0.8283 |
-#> |.....................|     8.524 |     2.137 |     1.225 |    0.7007 |
-#> |.....................|    0.8162 |     1.332 |     1.192 |     1.212 |
-#> |    F| Forward Diff. |    -16.54 |     1.681 |   -0.2967 |   -0.3702 |
-#> |.....................|    -1.003 |    -14.15 |    -5.693 |     4.358 |
-#> |.....................|     5.078 |    -6.560 |    -5.051 |    -4.397 |
-#> |   37|     461.22820 |    0.9976 |    -1.038 |   -0.9057 |   -0.8870 |
-#> |.....................|   -0.8255 |   -0.6585 |   -0.7854 |   -0.9513 |
-#> |.....................|   -0.9460 |   -0.7433 |   -0.7774 |   -0.7908 |
-#> |    U|      461.2282 |     93.88 |    -5.409 |   -0.9847 |   -0.1876 |
-#> |.....................|     2.145 |     2.141 |     1.226 |    0.6983 |
-#> |.....................|    0.8141 |     1.337 |     1.196 |     1.215 |
-#> |    X|      461.2282 |     93.88 |  0.004476 |    0.2720 |    0.8290 |
-#> |.....................|     8.540 |     2.141 |     1.226 |    0.6983 |
-#> |.....................|    0.8141 |     1.337 |     1.196 |     1.215 |
-#> |    F| Forward Diff. |     22.68 |     1.675 |   -0.2117 |   -0.3293 |
-#> |.....................|   -0.8651 |    -13.27 |    -5.458 |     4.237 |
-#> |.....................|     3.708 |    -6.326 |    -4.874 |    -4.289 |
-#> |   38|     461.10880 |    0.9948 |    -1.041 |   -0.9053 |   -0.8864 |
-#> |.....................|   -0.8238 |   -0.6532 |   -0.7845 |   -0.9533 |
-#> |.....................|   -0.9419 |   -0.7394 |   -0.7747 |   -0.7885 |
-#> |    U|      461.1088 |     93.62 |    -5.412 |   -0.9844 |   -0.1869 |
-#> |.....................|     2.146 |     2.146 |     1.227 |    0.6968 |
-#> |.....................|    0.8177 |     1.342 |     1.199 |     1.218 |
-#> |    X|      461.1088 |     93.62 |  0.004461 |    0.2720 |    0.8295 |
-#> |.....................|     8.555 |     2.146 |     1.227 |    0.6968 |
-#> |.....................|    0.8177 |     1.342 |     1.199 |     1.218 |
-#> |    F| Forward Diff. |    -17.23 |     1.655 |   -0.2888 |   -0.3567 |
-#> |.....................|   -0.9524 |    -13.71 |    -5.652 |     3.877 |
-#> |.....................|     5.125 |    -6.149 |    -4.743 |    -4.110 |
-#> |   39|     460.99174 |    0.9974 |    -1.045 |   -0.9049 |   -0.8856 |
-#> |.....................|   -0.8221 |   -0.6468 |   -0.7824 |   -0.9536 |
-#> |.....................|   -0.9388 |   -0.7360 |   -0.7723 |   -0.7867 |
-#> |    U|     460.99174 |     93.87 |    -5.416 |   -0.9840 |   -0.1862 |
-#> |.....................|     2.148 |     2.153 |     1.228 |    0.6966 |
-#> |.....................|    0.8204 |     1.346 |     1.202 |     1.220 |
-#> |    X|     460.99174 |     93.87 |  0.004444 |    0.2721 |    0.8301 |
-#> |.....................|     8.569 |     2.153 |     1.228 |    0.6966 |
-#> |.....................|    0.8204 |     1.346 |     1.202 |     1.220 |
-#> |    F| Forward Diff. |     21.44 |     1.663 |   -0.2166 |   -0.3206 |
-#> |.....................|   -0.8444 |    -13.00 |    -5.647 |     3.881 |
-#> |.....................|     5.370 |    -6.036 |    -4.631 |    -4.039 |
-#> |   40|     460.85317 |    0.9948 |    -1.049 |   -0.9044 |   -0.8849 |
-#> |.....................|   -0.8203 |   -0.6417 |   -0.7791 |   -0.9516 |
-#> |.....................|   -0.9438 |   -0.7341 |   -0.7712 |   -0.7862 |
-#> |    U|     460.85317 |     93.62 |    -5.420 |   -0.9835 |   -0.1854 |
-#> |.....................|     2.150 |     2.158 |     1.230 |    0.6981 |
-#> |.....................|    0.8161 |     1.348 |     1.203 |     1.220 |
-#> |    X|     460.85317 |     93.62 |  0.004425 |    0.2722 |    0.8308 |
-#> |.....................|     8.585 |     2.158 |     1.230 |    0.6981 |
-#> |.....................|    0.8161 |     1.348 |     1.203 |     1.220 |
-#> |    F| Forward Diff. |    -17.08 |     1.613 |   -0.2650 |   -0.3380 |
-#> |.....................|   -0.8994 |    -12.83 |    -5.261 |     3.879 |
-#> |.....................|     3.650 |    -5.911 |    -4.518 |    -3.985 |
-#> |   41|     460.73362 |    0.9974 |    -1.054 |   -0.9040 |   -0.8841 |
-#> |.....................|   -0.8184 |   -0.6359 |   -0.7754 |   -0.9517 |
-#> |.....................|   -0.9423 |   -0.7308 |   -0.7693 |   -0.7845 |
-#> |    U|     460.73362 |     93.86 |    -5.425 |   -0.9831 |   -0.1846 |
-#> |.....................|     2.152 |     2.163 |     1.232 |    0.6980 |
-#> |.....................|    0.8173 |     1.352 |     1.205 |     1.222 |
-#> |    X|     460.73362 |     93.86 |  0.004404 |    0.2723 |    0.8314 |
-#> |.....................|     8.601 |     2.163 |     1.232 |    0.6980 |
-#> |.....................|    0.8173 |     1.352 |     1.205 |     1.222 |
-#> |    F| Forward Diff. |     20.68 |     1.612 |   -0.1811 |   -0.2966 |
-#> |.....................|   -0.7710 |    -11.91 |    -4.976 |     4.011 |
-#> |.....................|     3.788 |    -5.788 |    -4.468 |    -3.936 |
-#> |   42|     460.64877 |    0.9948 |    -1.058 |   -0.9038 |   -0.8835 |
-#> |.....................|   -0.8171 |   -0.6318 |   -0.7737 |   -0.9543 |
-#> |.....................|   -0.9372 |   -0.7272 |   -0.7669 |   -0.7822 |
-#> |    U|     460.64877 |     93.62 |    -5.429 |   -0.9829 |   -0.1841 |
-#> |.....................|     2.153 |     2.167 |     1.233 |    0.6961 |
-#> |.....................|    0.8219 |     1.357 |     1.208 |     1.225 |
-#> |    X|     460.64877 |     93.62 |  0.004387 |    0.2723 |    0.8319 |
-#> |.....................|     8.612 |     2.167 |     1.233 |    0.6961 |
-#> |.....................|    0.8219 |     1.357 |     1.208 |     1.225 |
-#> |    F| Forward Diff. |    -16.17 |     1.594 |   -0.2646 |   -0.3254 |
-#> |.....................|   -0.8335 |    -11.77 |    -4.666 |     3.810 |
-#> |.....................|     5.289 |    -5.625 |    -4.348 |    -3.754 |
-#> |   43|     460.54180 |    0.9972 |    -1.063 |   -0.9035 |   -0.8829 |
-#> |.....................|   -0.8158 |   -0.6297 |   -0.7745 |   -0.9584 |
-#> |.....................|   -0.9393 |   -0.7227 |   -0.7634 |   -0.7794 |
-#> |    U|      460.5418 |     93.85 |    -5.434 |   -0.9826 |   -0.1834 |
-#> |.....................|     2.154 |     2.169 |     1.233 |    0.6929 |
-#> |.....................|    0.8200 |     1.362 |     1.211 |     1.228 |
-#> |    X|      460.5418 |     93.85 |  0.004366 |    0.2724 |    0.8324 |
-#> |.....................|     8.623 |     2.169 |     1.233 |    0.6929 |
-#> |.....................|    0.8200 |     1.362 |     1.211 |     1.228 |
-#> |    F| Forward Diff. |     18.48 |     1.582 |   -0.1851 |   -0.2851 |
-#> |.....................|   -0.7462 |    -11.38 |    -4.808 |     3.651 |
-#> |.....................|     5.261 |    -5.402 |    -4.159 |    -3.623 |
-#> |   44|     460.43711 |    0.9948 |    -1.067 |   -0.9032 |   -0.8823 |
-#> |.....................|   -0.8147 |   -0.6284 |   -0.7753 |   -0.9609 |
-#> |.....................|   -0.9464 |   -0.7199 |   -0.7613 |   -0.7778 |
-#> |    U|     460.43711 |     93.63 |    -5.438 |   -0.9823 |   -0.1829 |
-#> |.....................|     2.156 |     2.171 |     1.232 |    0.6911 |
-#> |.....................|    0.8138 |     1.365 |     1.214 |     1.230 |
-#> |    X|     460.43711 |     93.63 |  0.004347 |    0.2724 |    0.8329 |
-#> |.....................|     8.632 |     2.171 |     1.232 |    0.6911 |
-#> |.....................|    0.8138 |     1.365 |     1.214 |     1.230 |
-#> |   45|     460.35910 |    0.9948 |    -1.072 |   -0.9029 |   -0.8817 |
-#> |.....................|   -0.8135 |   -0.6285 |   -0.7770 |   -0.9633 |
-#> |.....................|   -0.9542 |   -0.7172 |   -0.7594 |   -0.7765 |
-#> |    U|      460.3591 |     93.63 |    -5.443 |   -0.9820 |   -0.1822 |
-#> |.....................|     2.157 |     2.170 |     1.231 |    0.6893 |
-#> |.....................|    0.8069 |     1.368 |     1.216 |     1.231 |
-#> |    X|      460.3591 |     93.63 |  0.004325 |    0.2725 |    0.8334 |
-#> |.....................|     8.643 |     2.170 |     1.231 |    0.6893 |
-#> |.....................|    0.8069 |     1.368 |     1.216 |     1.231 |
-#> |   46|     460.06586 |    0.9948 |    -1.095 |   -0.9016 |   -0.8789 |
-#> |.....................|   -0.8080 |   -0.6294 |   -0.7850 |   -0.9744 |
-#> |.....................|   -0.9902 |   -0.7052 |   -0.7507 |   -0.7704 |
-#> |    U|     460.06586 |     93.63 |    -5.466 |   -0.9807 |   -0.1794 |
-#> |.....................|     2.162 |     2.170 |     1.227 |    0.6809 |
-#> |.....................|    0.7753 |     1.383 |     1.225 |     1.238 |
-#> |    X|     460.06586 |     93.63 |  0.004227 |    0.2728 |    0.8358 |
-#> |.....................|     8.691 |     2.170 |     1.227 |    0.6809 |
-#> |.....................|    0.7753 |     1.383 |     1.225 |     1.238 |
-#> |   47|     459.86897 |    0.9949 |    -1.169 |   -0.8972 |   -0.8697 |
-#> |.....................|   -0.7899 |   -0.6321 |   -0.8109 |    -1.010 |
-#> |.....................|    -1.107 |   -0.6662 |   -0.7224 |   -0.7508 |
-#> |    U|     459.86897 |     93.63 |    -5.541 |   -0.9763 |   -0.1702 |
-#> |.....................|     2.180 |     2.167 |     1.211 |    0.6537 |
-#> |.....................|    0.6731 |     1.429 |     1.256 |     1.260 |
-#> |    X|     459.86897 |     93.63 |  0.003924 |    0.2736 |    0.8435 |
-#> |.....................|     8.849 |     2.167 |     1.211 |    0.6537 |
-#> |.....................|    0.6731 |     1.429 |     1.256 |     1.260 |
-#> |    F| Forward Diff. |    -18.09 |    0.8663 |    0.2544 |  0.003114 |
-#> |.....................|   -0.1212 |    -11.64 |    -7.047 |    0.1395 |
-#> |.....................|    -6.727 |    -2.881 |    -1.866 |    -2.263 |
-#> |   48|     458.58262 |    0.9946 |    -1.323 |   -0.9067 |   -0.8597 |
-#> |.....................|   -0.7710 |   -0.5295 |   -0.7001 |   -0.9650 |
-#> |.....................|    -1.113 |   -0.6398 |   -0.7228 |   -0.7390 |
-#> |    U|     458.58262 |     93.60 |    -5.695 |   -0.9858 |   -0.1602 |
-#> |.....................|     2.199 |     2.267 |     1.277 |    0.6880 |
-#> |.....................|    0.6674 |     1.460 |     1.256 |     1.273 |
-#> |    X|     458.58262 |     93.60 |  0.003363 |    0.2717 |    0.8520 |
-#> |.....................|     9.019 |     2.267 |     1.277 |    0.6880 |
-#> |.....................|    0.6674 |     1.460 |     1.256 |     1.273 |
-#> |    F| Forward Diff. |    -24.91 |    0.5848 |  -0.03458 |    0.2475 |
-#> |.....................|    0.3762 |    -4.573 |  -0.04388 |     1.648 |
-#> |.....................|    -5.878 |    -2.073 |    -1.935 |    -2.146 |
-#> |   49|     460.44377 |    0.9922 |    -1.558 |   -0.9059 |   -0.8818 |
-#> |.....................|   -0.8081 |   -0.3861 |   -0.8607 |    -1.070 |
-#> |.....................|   -0.9432 |   -0.5131 |   -0.5915 |   -0.5851 |
-#> |    U|     460.44377 |     93.38 |    -5.929 |   -0.9849 |   -0.1824 |
-#> |.....................|     2.162 |     2.407 |     1.182 |    0.6086 |
-#> |.....................|    0.8166 |     1.611 |     1.400 |     1.447 |
-#> |    X|     460.44377 |     93.38 |  0.002660 |    0.2719 |    0.8333 |
-#> |.....................|     8.690 |     2.407 |     1.182 |    0.6086 |
-#> |.....................|    0.8166 |     1.611 |     1.400 |     1.447 |
-#> |   50|     458.18867 |    0.9958 |    -1.393 |   -0.9065 |   -0.8663 |
-#> |.....................|   -0.7821 |   -0.4865 |   -0.7479 |   -0.9965 |
-#> |.....................|    -1.062 |   -0.6019 |   -0.6835 |   -0.6930 |
-#> |    U|     458.18867 |     93.71 |    -5.765 |   -0.9855 |   -0.1668 |
-#> |.....................|     2.188 |     2.309 |     1.248 |    0.6642 |
-#> |.....................|    0.7122 |     1.506 |     1.299 |     1.325 |
-#> |    X|     458.18867 |     93.71 |  0.003136 |    0.2718 |    0.8463 |
-#> |.....................|     8.919 |     2.309 |     1.248 |    0.6642 |
-#> |.....................|    0.7122 |     1.506 |     1.299 |     1.325 |
-#> |    F| Forward Diff. |    -3.049 |    0.4396 |   -0.1330 |   0.02964 |
-#> |.....................|  -0.08039 |    -2.599 |    -3.012 |   -0.1957 |
-#> |.....................|    -2.463 |   -0.6721 |    0.3494 |    0.7476 |
-#> |   51|     458.45407 |    0.9980 |    -1.449 |   -0.8787 |   -0.8738 |
-#> |.....................|   -0.7836 |   -0.4935 |   -0.7244 |    -1.061 |
-#> |.....................|    -1.034 |   -0.5419 |   -0.6952 |   -0.7610 |
-#> |    U|     458.45407 |     93.92 |    -5.821 |   -0.9579 |   -0.1743 |
-#> |.....................|     2.187 |     2.302 |     1.262 |    0.6155 |
-#> |.....................|    0.7366 |     1.577 |     1.286 |     1.249 |
-#> |    X|     458.45407 |     93.92 |  0.002965 |    0.2773 |    0.8400 |
-#> |.....................|     8.906 |     2.302 |     1.262 |    0.6155 |
-#> |.....................|    0.7366 |     1.577 |     1.286 |     1.249 |
-#> |   52|     458.19883 |    0.9985 |    -1.406 |   -0.9001 |   -0.8680 |
-#> |.....................|   -0.7823 |   -0.4861 |   -0.7404 |    -1.011 |
-#> |.....................|    -1.054 |   -0.5879 |   -0.6864 |   -0.7089 |
-#> |    U|     458.19883 |     93.97 |    -5.778 |   -0.9792 |   -0.1685 |
-#> |.....................|     2.188 |     2.309 |     1.253 |    0.6534 |
-#> |.....................|    0.7193 |     1.522 |     1.296 |     1.307 |
-#> |    X|     458.19883 |     93.97 |  0.003096 |    0.2731 |    0.8449 |
-#> |.....................|     8.917 |     2.309 |     1.253 |    0.6534 |
-#> |.....................|    0.7193 |     1.522 |     1.296 |     1.307 |
-#> |   53|     458.20478 |    0.9986 |    -1.399 |   -0.9039 |   -0.8670 |
-#> |.....................|   -0.7821 |   -0.4848 |   -0.7433 |    -1.002 |
-#> |.....................|    -1.058 |   -0.5961 |   -0.6848 |   -0.6996 |
-#> |    U|     458.20478 |     93.98 |    -5.770 |   -0.9830 |   -0.1675 |
-#> |.....................|     2.188 |     2.311 |     1.251 |    0.6601 |
-#> |.....................|    0.7162 |     1.512 |     1.297 |     1.318 |
-#> |    X|     458.20478 |     93.98 |  0.003120 |    0.2723 |    0.8458 |
-#> |.....................|     8.919 |     2.311 |     1.251 |    0.6601 |
-#> |.....................|    0.7162 |     1.512 |     1.297 |     1.318 |
-#> |   54|     458.21371 |    0.9986 |    -1.394 |   -0.9063 |   -0.8663 |
-#> |.....................|   -0.7820 |   -0.4840 |   -0.7451 |   -0.9963 |
-#> |.....................|    -1.060 |   -0.6013 |   -0.6838 |   -0.6937 |
-#> |    U|     458.21371 |     93.98 |    -5.765 |   -0.9854 |   -0.1669 |
-#> |.....................|     2.188 |     2.311 |     1.250 |    0.6644 |
-#> |.....................|    0.7142 |     1.506 |     1.298 |     1.325 |
-#> |    X|     458.21371 |     93.98 |  0.003135 |    0.2718 |    0.8463 |
-#> |.....................|     8.920 |     2.311 |     1.250 |    0.6644 |
-#> |.....................|    0.7142 |     1.506 |     1.298 |     1.325 |
-#> |   55|     458.18572 |    0.9965 |    -1.393 |   -0.9064 |   -0.8663 |
-#> |.....................|   -0.7820 |   -0.4858 |   -0.7472 |   -0.9964 |
-#> |.....................|    -1.062 |   -0.6017 |   -0.6836 |   -0.6932 |
-#> |    U|     458.18572 |     93.79 |    -5.765 |   -0.9855 |   -0.1668 |
-#> |.....................|     2.188 |     2.310 |     1.249 |    0.6643 |
-#> |.....................|    0.7128 |     1.506 |     1.299 |     1.325 |
-#> |    X|     458.18572 |     93.79 |  0.003136 |    0.2718 |    0.8463 |
-#> |.....................|     8.919 |     2.310 |     1.249 |    0.6643 |
-#> |.....................|    0.7128 |     1.506 |     1.299 |     1.325 |
-#> |    F| Forward Diff. |     5.905 |    0.4355 |   -0.1157 |   0.02634 |
-#> |.....................|  -0.05151 |    -1.735 |    -2.785 |  -0.07657 |
-#> |.....................|    -2.587 |   -0.1320 |   0.06282 |    0.8041 |
-#> |   56|     458.18221 |    0.9957 |    -1.394 |   -0.9063 |   -0.8663 |
-#> |.....................|   -0.7820 |   -0.4856 |   -0.7465 |   -0.9968 |
-#> |.....................|    -1.061 |   -0.6016 |   -0.6835 |   -0.6937 |
-#> |    U|     458.18221 |     93.70 |    -5.765 |   -0.9853 |   -0.1669 |
-#> |.....................|     2.188 |     2.310 |     1.249 |    0.6640 |
-#> |.....................|    0.7132 |     1.506 |     1.299 |     1.325 |
-#> |    X|     458.18221 |     93.70 |  0.003135 |    0.2718 |    0.8463 |
-#> |.....................|     8.920 |     2.310 |     1.249 |    0.6640 |
-#> |.....................|    0.7132 |     1.506 |     1.299 |     1.325 |
-#> |    F| Forward Diff. |    -4.339 |    0.4378 |   -0.1282 |   0.03581 |
-#> |.....................|  -0.09329 |    -1.978 |    -2.551 |  -0.01933 |
-#> |.....................|    -3.951 |   -0.1424 |   0.01723 |    0.8408 |
-#> |   57|     458.17882 |    0.9963 |    -1.394 |   -0.9061 |   -0.8663 |
-#> |.....................|   -0.7819 |   -0.4855 |   -0.7459 |   -0.9972 |
-#> |.....................|    -1.060 |   -0.6016 |   -0.6832 |   -0.6941 |
-#> |    U|     458.17882 |     93.76 |    -5.766 |   -0.9852 |   -0.1669 |
-#> |.....................|     2.188 |     2.310 |     1.250 |    0.6637 |
-#> |.....................|    0.7139 |     1.506 |     1.299 |     1.324 |
-#> |    X|     458.17882 |     93.76 |  0.003134 |    0.2719 |    0.8463 |
-#> |.....................|     8.920 |     2.310 |     1.250 |    0.6637 |
-#> |.....................|    0.7139 |     1.506 |     1.299 |     1.324 |
-#> |    F| Forward Diff. |     2.737 |    0.4289 |   -0.1193 |   0.04099 |
-#> |.....................|  -0.07175 |    -2.104 |    -2.655 |   -0.1084 |
-#> |.....................|    -2.489 |  -0.08715 |    0.1037 |    0.7775 |
-#> |   58|     458.17628 |    0.9955 |    -1.394 |   -0.9061 |   -0.8663 |
-#> |.....................|   -0.7819 |   -0.4849 |   -0.7451 |   -0.9972 |
-#> |.....................|    -1.060 |   -0.6016 |   -0.6832 |   -0.6943 |
-#> |    U|     458.17628 |     93.69 |    -5.766 |   -0.9851 |   -0.1669 |
-#> |.....................|     2.188 |     2.311 |     1.250 |    0.6637 |
-#> |.....................|    0.7145 |     1.506 |     1.299 |     1.324 |
-#> |    X|     458.17628 |     93.69 |  0.003133 |    0.2719 |    0.8463 |
-#> |.....................|     8.920 |     2.311 |     1.250 |    0.6637 |
-#> |.....................|    0.7145 |     1.506 |     1.299 |     1.324 |
-#> |    F| Forward Diff. |    -5.829 |    0.4364 |   -0.1238 |   0.03009 |
-#> |.....................|  -0.09450 |    -1.871 |    -2.366 |   0.01771 |
-#> |.....................|    -2.486 |  -0.08743 |   0.03350 |    0.7982 |
-#> |   59|     458.17323 |    0.9963 |    -1.395 |   -0.9059 |   -0.8664 |
-#> |.....................|   -0.7819 |   -0.4846 |   -0.7446 |   -0.9977 |
-#> |.....................|    -1.059 |   -0.6018 |   -0.6829 |   -0.6949 |
-#> |    U|     458.17323 |     93.77 |    -5.766 |   -0.9850 |   -0.1669 |
-#> |.....................|     2.188 |     2.311 |     1.250 |    0.6633 |
-#> |.....................|    0.7149 |     1.506 |     1.299 |     1.323 |
-#> |    X|     458.17323 |     93.77 |  0.003132 |    0.2719 |    0.8463 |
-#> |.....................|     8.921 |     2.311 |     1.250 |    0.6633 |
-#> |.....................|    0.7149 |     1.506 |     1.299 |     1.323 |
-#> |    F| Forward Diff. |     3.135 |    0.4259 |   -0.1111 |   0.03860 |
-#> |.....................|  -0.07150 |    -1.713 |    -2.294 |   -0.1635 |
-#> |.....................|    -3.755 |   -0.1071 |    0.1242 |    0.7274 |
-#> |   60|     458.17055 |    0.9957 |    -1.395 |   -0.9058 |   -0.8664 |
-#> |.....................|   -0.7818 |   -0.4843 |   -0.7440 |   -0.9980 |
-#> |.....................|    -1.058 |   -0.6018 |   -0.6828 |   -0.6953 |
-#> |    U|     458.17055 |     93.70 |    -5.766 |   -0.9848 |   -0.1669 |
-#> |.....................|     2.188 |     2.311 |     1.251 |    0.6631 |
-#> |.....................|    0.7157 |     1.506 |     1.300 |     1.323 |
-#> |    X|     458.17055 |     93.70 |  0.003131 |    0.2719 |    0.8463 |
-#> |.....................|     8.921 |     2.311 |     1.251 |    0.6631 |
-#> |.....................|    0.7157 |     1.506 |     1.300 |     1.323 |
-#> |    F| Forward Diff. |    -3.767 |    0.4346 |   -0.1027 |   0.03296 |
-#> |.....................|  -0.07232 |    -2.503 |    -3.089 |   -0.1630 |
-#> |.....................|    -2.382 |  -0.08570 |    0.1151 |    0.7161 |
-#> |   61|     458.16819 |    0.9965 |    -1.395 |   -0.9058 |   -0.8664 |
-#> |.....................|   -0.7818 |   -0.4837 |   -0.7432 |   -0.9981 |
-#> |.....................|    -1.058 |   -0.6018 |   -0.6828 |   -0.6955 |
-#> |    U|     458.16819 |     93.79 |    -5.767 |   -0.9848 |   -0.1669 |
-#> |.....................|     2.188 |     2.312 |     1.251 |    0.6630 |
-#> |.....................|    0.7162 |     1.506 |     1.300 |     1.322 |
-#> |    X|     458.16819 |     93.79 |  0.003130 |    0.2719 |    0.8462 |
-#> |.....................|     8.921 |     2.312 |     1.251 |    0.6630 |
-#> |.....................|    0.7162 |     1.506 |     1.300 |     1.322 |
-#> |    F| Forward Diff. |     6.568 |    0.4333 |  -0.07429 |   0.03599 |
-#> |.....................|  -0.03802 |    -2.553 |    -3.191 |   -0.5393 |
-#> |.....................|   -0.9714 |   -0.8035 |    0.1031 |    0.6902 |
-#> |   62|     458.16513 |    0.9957 |    -1.396 |   -0.9056 |   -0.8666 |
-#> |.....................|   -0.7821 |   -0.4835 |   -0.7425 |   -0.9983 |
-#> |.....................|    -1.057 |   -0.6019 |   -0.6824 |   -0.6959 |
-#> |    U|     458.16513 |     93.70 |    -5.767 |   -0.9847 |   -0.1672 |
-#> |.....................|     2.188 |     2.312 |     1.252 |    0.6629 |
-#> |.....................|    0.7164 |     1.506 |     1.300 |     1.322 |
-#> |    X|     458.16513 |     93.70 |  0.003129 |    0.2720 |    0.8461 |
-#> |.....................|     8.919 |     2.312 |     1.252 |    0.6629 |
-#> |.....................|    0.7164 |     1.506 |     1.300 |     1.322 |
-#> |    F| Forward Diff. |    -3.933 |    0.4306 |  -0.09800 |   0.02413 |
-#> |.....................|  -0.09225 |    -1.469 |    -2.000 |  -0.05194 |
-#> |.....................|    -3.675 |  -0.07209 |   0.09082 |    0.7196 |
-#> |   63|     458.16261 |    0.9962 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4834 |   -0.7420 |   -0.9986 |
-#> |.....................|    -1.057 |   -0.6017 |   -0.6820 |   -0.6964 |
-#> |    U|     458.16261 |     93.76 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.312 |     1.252 |    0.6626 |
-#> |.....................|    0.7170 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16261 |     93.76 |  0.003127 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.312 |     1.252 |    0.6626 |
-#> |.....................|    0.7170 |     1.506 |     1.300 |     1.321 |
-#> |    F| Forward Diff. |     2.233 |    0.4197 |  -0.09277 |   0.03004 |
-#> |.....................|  -0.08165 |    -1.772 |    -2.245 |  -0.08206 |
-#> |.....................|    -2.339 |   -0.1510 |   0.07888 |    0.6887 |
-#> |   64|     458.16062 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16062 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16062 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    M|   Mixed Diff. |    -6.515 |    0.4169 |   -0.1028 |-1.670e+05 |
-#> |.....................|   -0.1097 |    -2.956 |    -2.997 |   -0.5657 |
-#> |.....................|    -4.153 |   -0.6659 |   -0.7853 |    0.1256 |
-#> |   65|     458.16519 |    0.9948 |    -1.397 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4822 |   -0.7405 |   -0.9986 |
-#> |.....................|    -1.055 |   -0.6016 |   -0.6821 |   -0.6969 |
-#> |    U|     458.16519 |     93.62 |    -5.768 |   -0.9844 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.253 |    0.6627 |
-#> |.....................|    0.7183 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16519 |     93.62 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.253 |    0.6627 |
-#> |.....................|    0.7183 |     1.506 |     1.300 |     1.321 |
-#> |   66|     458.16209 |    0.9951 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4825 |   -0.7409 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6968 |
-#> |    U|     458.16209 |     93.65 |    -5.768 |   -0.9844 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.253 |    0.6626 |
-#> |.....................|    0.7180 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16209 |     93.65 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.253 |    0.6626 |
-#> |.....................|    0.7180 |     1.506 |     1.300 |     1.321 |
-#> |   67|     458.16115 |    0.9953 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4827 |   -0.7410 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16115 |     93.67 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.253 |    0.6626 |
-#> |.....................|    0.7178 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16115 |     93.67 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.253 |    0.6626 |
-#> |.....................|    0.7178 |     1.506 |     1.300 |     1.321 |
-#> |   68|     458.16084 |    0.9954 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4827 |   -0.7411 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16084 |     93.68 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7177 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16084 |     93.68 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7177 |     1.506 |     1.300 |     1.321 |
-#> |   69|     458.16072 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16072 |     93.68 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7177 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16072 |     93.68 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7177 |     1.506 |     1.300 |     1.321 |
-#> |   70|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7177 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7177 |     1.506 |     1.300 |     1.321 |
-#> |   71|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   72|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   73|     458.16072 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16072 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16072 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   74|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   75|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   76|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   77|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   78|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   79|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   80|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   81|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   82|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   83|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   84|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   85|     458.16068 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16068 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16068 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   86|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   87|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   88|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   89|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   90|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   91|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |   92|     458.16067 |    0.9955 |    -1.396 |   -0.9054 |   -0.8667 |
-#> |.....................|   -0.7822 |   -0.4828 |   -0.7412 |   -0.9986 |
-#> |.....................|    -1.056 |   -0.6017 |   -0.6821 |   -0.6967 |
-#> |    U|     458.16067 |     93.69 |    -5.768 |   -0.9845 |   -0.1673 |
-#> |.....................|     2.188 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
-#> |    X|     458.16067 |     93.69 |  0.003126 |    0.2720 |    0.8460 |
-#> |.....................|     8.918 |     2.313 |     1.252 |    0.6626 |
-#> |.....................|    0.7176 |     1.506 |     1.300 |     1.321 |
+#> |    1|     468.02617 |     1.000 |    -1.000 |   -0.9113 |   -0.8954 |
+#> |.....................|   -0.8491 |   -0.8511 |   -0.8672 |   -0.8762 |
+#> |.....................|   -0.8737 |   -0.8674 |   -0.8694 |   -0.8687 |
+#> |    U|     468.02617 |     94.00 |    -5.400 |   -0.9900 |   -0.2000 |
+#> |.....................|     2.100 |     2.000 |     1.200 |    0.7536 |
+#> |.....................|    0.8758 |     1.189 |     1.093 |     1.127 |
+#> |    X|     468.02617 |     94.00 |  0.004517 |    0.2709 |    0.8187 |
+#> |.....................|     8.166 |     2.000 |     1.200 |    0.7536 |
+#> |.....................|    0.8758 |     1.189 |     1.093 |     1.127 |
+#> |    G|    Gill Diff. |     49.30 |     2.016 |   -0.2473 |   -0.3737 |
+#> |.....................|    -1.227 |    -27.89 |    -10.29 |     8.753 |
+#> |.....................|     11.17 |    -12.52 |    -9.819 |    -8.910 |
+#> |    2|     4021.4865 |    0.2059 |    -1.032 |   -0.9073 |   -0.8894 |
+#> |.....................|   -0.8293 |   -0.4019 |   -0.7014 |    -1.017 |
+#> |.....................|    -1.054 |   -0.6658 |   -0.7112 |   -0.7251 |
+#> |    U|     4021.4865 |     19.35 |    -5.432 |   -0.9861 |   -0.1940 |
+#> |.....................|     2.120 |     2.449 |     1.299 |    0.6474 |
+#> |.....................|    0.7182 |     1.429 |     1.266 |     1.289 |
+#> |    X|     4021.4865 |     19.35 |  0.004372 |    0.2717 |    0.8237 |
+#> |.....................|     8.329 |     2.449 |     1.299 |    0.6474 |
+#> |.....................|    0.7182 |     1.429 |     1.266 |     1.289 |
+#> |    3|     518.20369 |    0.9206 |    -1.003 |   -0.9109 |   -0.8948 |
+#> |.....................|   -0.8471 |   -0.8062 |   -0.8506 |   -0.8903 |
+#> |.....................|   -0.8917 |   -0.8473 |   -0.8535 |   -0.8543 |
+#> |    U|     518.20369 |     86.53 |    -5.403 |   -0.9896 |   -0.1994 |
+#> |.....................|     2.102 |     2.045 |     1.210 |    0.7430 |
+#> |.....................|    0.8600 |     1.213 |     1.111 |     1.143 |
+#> |    X|     518.20369 |     86.53 |  0.004502 |    0.2710 |    0.8192 |
+#> |.....................|     8.182 |     2.045 |     1.210 |    0.7430 |
+#> |.....................|    0.8600 |     1.213 |     1.111 |     1.143 |
+#> |    4|     467.99742 |    0.9921 |    -1.000 |   -0.9112 |   -0.8953 |
+#> |.....................|   -0.8489 |   -0.8466 |   -0.8655 |   -0.8776 |
+#> |.....................|   -0.8755 |   -0.8654 |   -0.8678 |   -0.8672 |
+#> |    U|     467.99742 |     93.25 |    -5.400 |   -0.9900 |   -0.1999 |
+#> |.....................|     2.100 |     2.004 |     1.201 |    0.7526 |
+#> |.....................|    0.8742 |     1.192 |     1.095 |     1.129 |
+#> |    X|     467.99742 |     93.25 |  0.004515 |    0.2709 |    0.8188 |
+#> |.....................|     8.168 |     2.004 |     1.201 |    0.7526 |
+#> |.....................|    0.8742 |     1.192 |     1.095 |     1.129 |
+#> |    F| Forward Diff. |    -98.28 |     1.929 |   -0.4044 |   -0.4503 |
+#> |.....................|    -1.484 |    -29.27 |    -9.987 |     8.922 |
+#> |.....................|     9.417 |    -11.79 |    -9.521 |    -8.343 |
+#> |    5|     467.67344 |    0.9967 |    -1.000 |   -0.9112 |   -0.8953 |
+#> |.....................|   -0.8488 |   -0.8452 |   -0.8651 |   -0.8780 |
+#> |.....................|   -0.8760 |   -0.8648 |   -0.8673 |   -0.8668 |
+#> |    U|     467.67344 |     93.69 |    -5.400 |   -0.9899 |   -0.1999 |
+#> |.....................|     2.100 |     2.006 |     1.201 |    0.7523 |
+#> |.....................|    0.8738 |     1.192 |     1.095 |     1.129 |
+#> |    X|     467.67344 |     93.69 |  0.004515 |    0.2709 |    0.8188 |
+#> |.....................|     8.168 |     2.006 |     1.201 |    0.7523 |
+#> |.....................|    0.8738 |     1.192 |     1.095 |     1.129 |
+#> |    F| Forward Diff. |    -11.92 |     1.963 |   -0.3242 |   -0.4184 |
+#> |.....................|    -1.350 |    -28.16 |    -10.02 |     8.541 |
+#> |.....................|     8.305 |    -11.80 |    -9.512 |    -8.408 |
+#> |    6|     467.50396 |    0.9983 |    -1.001 |   -0.9112 |   -0.8952 |
+#> |.....................|   -0.8487 |   -0.8416 |   -0.8638 |   -0.8791 |
+#> |.....................|   -0.8771 |   -0.8633 |   -0.8661 |   -0.8658 |
+#> |    U|     467.50396 |     93.84 |    -5.401 |   -0.9899 |   -0.1999 |
+#> |.....................|     2.100 |     2.010 |     1.202 |    0.7514 |
+#> |.....................|    0.8729 |     1.194 |     1.097 |     1.130 |
+#> |    X|     467.50396 |     93.84 |  0.004514 |    0.2709 |    0.8188 |
+#> |.....................|     8.170 |     2.010 |     1.202 |    0.7514 |
+#> |.....................|    0.8729 |     1.194 |     1.097 |     1.130 |
+#> |    7|     467.27231 |     1.003 |    -1.001 |   -0.9110 |   -0.8951 |
+#> |.....................|   -0.8481 |   -0.8306 |   -0.8599 |   -0.8825 |
+#> |.....................|   -0.8803 |   -0.8587 |   -0.8624 |   -0.8625 |
+#> |    U|     467.27231 |     94.27 |    -5.401 |   -0.9898 |   -0.1997 |
+#> |.....................|     2.101 |     2.021 |     1.204 |    0.7489 |
+#> |.....................|    0.8700 |     1.200 |     1.101 |     1.134 |
+#> |    X|     467.27231 |     94.27 |  0.004510 |    0.2710 |    0.8190 |
+#> |.....................|     8.174 |     2.021 |     1.204 |    0.7489 |
+#> |.....................|    0.8700 |     1.200 |     1.101 |     1.134 |
+#> |    F| Forward Diff. |     101.6 |     1.991 |   -0.1997 |   -0.3688 |
+#> |.....................|    -1.177 |    -25.72 |    -9.853 |     9.249 |
+#> |.....................|     8.335 |    -11.58 |    -9.288 |    -8.277 |
+#> |    8|     466.36087 |    0.9961 |    -1.002 |   -0.9109 |   -0.8949 |
+#> |.....................|   -0.8474 |   -0.8165 |   -0.8547 |   -0.8873 |
+#> |.....................|   -0.8853 |   -0.8526 |   -0.8575 |   -0.8582 |
+#> |    U|     466.36087 |     93.63 |    -5.402 |   -0.9896 |   -0.1995 |
+#> |.....................|     2.102 |     2.035 |     1.207 |    0.7453 |
+#> |.....................|    0.8657 |     1.207 |     1.106 |     1.139 |
+#> |    X|     466.36087 |     93.63 |  0.004506 |    0.2710 |    0.8191 |
+#> |.....................|     8.180 |     2.035 |     1.207 |    0.7453 |
+#> |.....................|    0.8657 |     1.207 |     1.106 |     1.139 |
+#> |    F| Forward Diff. |    -21.78 |     1.909 |   -0.3215 |   -0.4291 |
+#> |.....................|    -1.401 |    -25.38 |    -9.315 |     7.655 |
+#> |.....................|     10.17 |    -11.26 |    -9.035 |    -7.894 |
+#> |    9|     465.79764 |     1.000 |    -1.004 |   -0.9107 |   -0.8946 |
+#> |.....................|   -0.8467 |   -0.8024 |   -0.8495 |   -0.8920 |
+#> |.....................|   -0.8917 |   -0.8462 |   -0.8524 |   -0.8537 |
+#> |    U|     465.79764 |     94.04 |    -5.404 |   -0.9895 |   -0.1993 |
+#> |.....................|     2.102 |     2.049 |     1.211 |    0.7417 |
+#> |.....................|    0.8600 |     1.214 |     1.112 |     1.144 |
+#> |    X|     465.79764 |     94.04 |  0.004501 |    0.2710 |    0.8193 |
+#> |.....................|     8.186 |     2.049 |     1.211 |    0.7417 |
+#> |.....................|    0.8600 |     1.214 |     1.112 |     1.144 |
+#> |    F| Forward Diff. |     54.81 |     1.910 |   -0.2489 |   -0.4009 |
+#> |.....................|    -1.285 |    -22.17 |    -8.389 |     8.020 |
+#> |.....................|     7.340 |    -11.02 |    -8.786 |    -7.720 |
+#> |   10|     465.18897 |    0.9945 |    -1.005 |   -0.9105 |   -0.8943 |
+#> |.....................|   -0.8457 |   -0.7893 |   -0.8445 |   -0.8971 |
+#> |.....................|   -0.8975 |   -0.8390 |   -0.8467 |   -0.8487 |
+#> |    U|     465.18897 |     93.48 |    -5.405 |   -0.9893 |   -0.1990 |
+#> |.....................|     2.103 |     2.062 |     1.214 |    0.7379 |
+#> |.....................|    0.8549 |     1.223 |     1.118 |     1.149 |
+#> |    X|     465.18897 |     93.48 |  0.004495 |    0.2711 |    0.8196 |
+#> |.....................|     8.194 |     2.062 |     1.214 |    0.7379 |
+#> |.....................|    0.8549 |     1.223 |     1.118 |     1.149 |
+#> |    F| Forward Diff. |    -47.52 |     1.834 |   -0.3684 |   -0.4503 |
+#> |.....................|    -1.489 |    -22.39 |    -7.996 |     7.294 |
+#> |.....................|     9.249 |    -10.90 |    -8.741 |    -7.575 |
+#> |   11|     464.56229 |    0.9983 |    -1.006 |   -0.9102 |   -0.8940 |
+#> |.....................|   -0.8445 |   -0.7772 |   -0.8401 |   -0.9030 |
+#> |.....................|   -0.9029 |   -0.8305 |   -0.8400 |   -0.8430 |
+#> |    U|     464.56229 |     93.84 |    -5.406 |   -0.9890 |   -0.1986 |
+#> |.....................|     2.105 |     2.074 |     1.216 |    0.7334 |
+#> |.....................|    0.8503 |     1.233 |     1.125 |     1.156 |
+#> |    X|     464.56229 |     93.84 |  0.004488 |    0.2711 |    0.8199 |
+#> |.....................|     8.204 |     2.074 |     1.216 |    0.7334 |
+#> |.....................|    0.8503 |     1.233 |     1.125 |     1.156 |
+#> |   12|     463.71730 |    0.9982 |    -1.009 |   -0.9098 |   -0.8933 |
+#> |.....................|   -0.8424 |   -0.7583 |   -0.8332 |   -0.9128 |
+#> |.....................|   -0.9112 |   -0.8167 |   -0.8291 |   -0.8337 |
+#> |    U|      463.7173 |     93.83 |    -5.409 |   -0.9885 |   -0.1980 |
+#> |.....................|     2.107 |     2.093 |     1.220 |    0.7260 |
+#> |.....................|    0.8430 |     1.249 |     1.137 |     1.166 |
+#> |    X|      463.7173 |     93.83 |  0.004478 |    0.2712 |    0.8204 |
+#> |.....................|     8.221 |     2.093 |     1.220 |    0.7260 |
+#> |.....................|    0.8430 |     1.249 |     1.137 |     1.166 |
+#> |   13|     461.03699 |    0.9978 |    -1.018 |   -0.9080 |   -0.8909 |
+#> |.....................|   -0.8343 |   -0.6839 |   -0.8059 |   -0.9516 |
+#> |.....................|   -0.9441 |   -0.7622 |   -0.7862 |   -0.7969 |
+#> |    U|     461.03699 |     93.79 |    -5.418 |   -0.9868 |   -0.1955 |
+#> |.....................|     2.115 |     2.167 |     1.237 |    0.6968 |
+#> |.....................|    0.8141 |     1.314 |     1.184 |     1.208 |
+#> |    X|     461.03699 |     93.79 |  0.004435 |    0.2716 |    0.8224 |
+#> |.....................|     8.288 |     2.167 |     1.237 |    0.6968 |
+#> |.....................|    0.8141 |     1.314 |     1.184 |     1.208 |
+#> |   14|     458.83693 |    0.9972 |    -1.033 |   -0.9052 |   -0.8871 |
+#> |.....................|   -0.8218 |   -0.5692 |   -0.7639 |    -1.011 |
+#> |.....................|   -0.9948 |   -0.6782 |   -0.7201 |   -0.7403 |
+#> |    U|     458.83693 |     93.74 |    -5.433 |   -0.9840 |   -0.1917 |
+#> |.....................|     2.127 |     2.282 |     1.262 |    0.6519 |
+#> |.....................|    0.7697 |     1.414 |     1.256 |     1.272 |
+#> |    X|     458.83693 |     93.74 |  0.004371 |    0.2721 |    0.8255 |
+#> |.....................|     8.393 |     2.282 |     1.262 |    0.6519 |
+#> |.....................|    0.7697 |     1.414 |     1.256 |     1.272 |
+#> |    F| Forward Diff. |   0.05416 |     1.397 |   -0.2200 |   -0.5344 |
+#> |.....................|    -1.585 |    -3.387 |    -1.306 |   -0.2250 |
+#> |.....................|     1.392 |    -3.452 |    -2.065 |    -1.405 |
+#> |   15|     459.30045 |    0.9957 |    -1.166 |   -0.8845 |   -0.8313 |
+#> |.....................|   -0.6584 |   -0.5528 |   -0.7505 |   -0.8569 |
+#> |.....................|    -1.017 |   -0.4560 |   -0.6245 |   -0.7036 |
+#> |    U|     459.30045 |     93.60 |    -5.566 |   -0.9635 |   -0.1360 |
+#> |.....................|     2.291 |     2.298 |     1.270 |    0.7682 |
+#> |.....................|    0.7505 |     1.678 |     1.361 |     1.313 |
+#> |    X|     459.30045 |     93.60 |  0.003827 |    0.2762 |    0.8729 |
+#> |.....................|     9.881 |     2.298 |     1.270 |    0.7682 |
+#> |.....................|    0.7505 |     1.678 |     1.361 |     1.313 |
+#> |   16|     458.36319 |    0.9960 |    -1.071 |   -0.8992 |   -0.8719 |
+#> |.....................|   -0.7770 |   -0.5045 |   -0.7383 |   -0.9927 |
+#> |.....................|    -1.023 |   -0.5931 |   -0.6727 |   -0.7107 |
+#> |    U|     458.36319 |     93.63 |    -5.471 |   -0.9780 |   -0.1766 |
+#> |.....................|     2.172 |     2.347 |     1.277 |    0.6658 |
+#> |.....................|    0.7452 |     1.515 |     1.308 |     1.305 |
+#> |    X|     458.36319 |     93.63 |  0.004206 |    0.2733 |    0.8381 |
+#> |.....................|     8.777 |     2.347 |     1.277 |    0.6658 |
+#> |.....................|    0.7452 |     1.515 |     1.308 |     1.305 |
+#> |    F| Forward Diff. |    -12.30 |     1.214 |   0.06343 |   -0.2616 |
+#> |.....................|   -0.6069 |   0.08029 |    0.4273 |   0.07297 |
+#> |.....................|   -0.3937 |    0.3470 |    0.5201 |   0.09241 |
+#> |   17|     458.37724 |    0.9977 |    -1.183 |   -0.9046 |   -0.8476 |
+#> |.....................|   -0.7196 |   -0.4765 |   -0.7567 |    -1.014 |
+#> |.....................|   -0.9850 |   -0.5955 |   -0.6985 |   -0.7030 |
+#> |    U|     458.37724 |     93.79 |    -5.583 |   -0.9834 |   -0.1522 |
+#> |.....................|     2.229 |     2.375 |     1.266 |    0.6497 |
+#> |.....................|    0.7783 |     1.513 |     1.280 |     1.314 |
+#> |    X|     458.37724 |     93.79 |  0.003762 |    0.2722 |    0.8588 |
+#> |.....................|     9.295 |     2.375 |     1.266 |    0.6497 |
+#> |.....................|    0.7783 |     1.513 |     1.280 |     1.314 |
+#> |   18|     458.32800 |    0.9976 |    -1.124 |   -0.9017 |   -0.8605 |
+#> |.....................|   -0.7499 |   -0.4913 |   -0.7470 |    -1.003 |
+#> |.....................|    -1.005 |   -0.5943 |   -0.6849 |   -0.7071 |
+#> |    U|       458.328 |     93.78 |    -5.524 |   -0.9806 |   -0.1651 |
+#> |.....................|     2.199 |     2.360 |     1.272 |    0.6583 |
+#> |.....................|    0.7608 |     1.514 |     1.295 |     1.309 |
+#> |    X|       458.328 |     93.78 |  0.003990 |    0.2728 |    0.8478 |
+#> |.....................|     9.017 |     2.360 |     1.272 |    0.6583 |
+#> |.....................|    0.7608 |     1.514 |     1.295 |     1.309 |
+#> |    F| Forward Diff. |     9.757 |     1.093 |  -0.06310 |   0.02237 |
+#> |.....................|   0.09811 |    0.3115 |   -0.3381 |   -0.2098 |
+#> |.....................|    0.8196 |    0.7052 |   0.04425 |    0.2610 |
+#> |   19|     458.25889 |    0.9968 |    -1.183 |   -0.9011 |   -0.8543 |
+#> |.....................|   -0.7363 |   -0.4871 |   -0.7422 |    -1.003 |
+#> |.....................|    -1.023 |   -0.6115 |   -0.6911 |   -0.7106 |
+#> |    U|     458.25889 |     93.70 |    -5.583 |   -0.9799 |   -0.1589 |
+#> |.....................|     2.213 |     2.364 |     1.275 |    0.6583 |
+#> |.....................|    0.7450 |     1.494 |     1.288 |     1.305 |
+#> |    X|     458.25889 |     93.70 |  0.003760 |    0.2729 |    0.8531 |
+#> |.....................|     9.141 |     2.364 |     1.275 |    0.6583 |
+#> |.....................|    0.7450 |     1.494 |     1.288 |     1.305 |
+#> |    F| Forward Diff. |   -0.6125 |    0.8824 |  -0.01905 |    0.1697 |
+#> |.....................|    0.4368 |    0.4743 |   0.05191 |   -0.6440 |
+#> |.....................|   -0.4868 |   -0.9136 |   -0.3225 |  -0.06220 |
+#> |   20|     458.18570 |    0.9978 |    -1.246 |   -0.9006 |   -0.8585 |
+#> |.....................|   -0.7495 |   -0.4978 |   -0.7385 |   -0.9895 |
+#> |.....................|    -1.024 |   -0.6046 |   -0.6874 |   -0.7124 |
+#> |    U|      458.1857 |     93.79 |    -5.646 |   -0.9794 |   -0.1632 |
+#> |.....................|     2.200 |     2.353 |     1.277 |    0.6683 |
+#> |.....................|    0.7440 |     1.502 |     1.292 |     1.303 |
+#> |    X|      458.1857 |     93.79 |  0.003532 |    0.2730 |    0.8495 |
+#> |.....................|     9.022 |     2.353 |     1.277 |    0.6683 |
+#> |.....................|    0.7440 |     1.502 |     1.292 |     1.303 |
+#> |   21|     458.13464 |    0.9963 |    -1.435 |   -0.8992 |   -0.8705 |
+#> |.....................|   -0.7875 |   -0.5278 |   -0.7264 |   -0.9531 |
+#> |.....................|    -1.031 |   -0.5901 |   -0.6784 |   -0.7184 |
+#> |    U|     458.13464 |     93.65 |    -5.835 |   -0.9781 |   -0.1751 |
+#> |.....................|     2.162 |     2.323 |     1.284 |    0.6957 |
+#> |.....................|    0.7378 |     1.519 |     1.302 |     1.296 |
+#> |    X|     458.13464 |     93.65 |  0.002922 |    0.2733 |    0.8394 |
+#> |.....................|     8.685 |     2.323 |     1.284 |    0.6957 |
+#> |.....................|    0.7378 |     1.519 |     1.302 |     1.296 |
+#> |    F| Forward Diff. |    -15.15 |    0.2290 |    0.2476 |   -0.1455 |
+#> |.....................|   -0.7111 |    -1.138 |    0.8895 |     1.880 |
+#> |.....................|    -1.837 |    0.2029 |    0.3485 |   -0.6531 |
+#> |   22|     458.67841 |    0.9992 |    -1.651 |   -0.9027 |   -0.9245 |
+#> |.....................|   -0.8733 |   -0.5209 |   -0.7232 |    -1.036 |
+#> |.....................|    -1.001 |   -0.6164 |   -0.6125 |   -0.6771 |
+#> |    U|     458.67841 |     93.92 |    -6.051 |   -0.9815 |   -0.2291 |
+#> |.....................|     2.076 |     2.330 |     1.286 |    0.6333 |
+#> |.....................|    0.7647 |     1.488 |     1.374 |     1.343 |
+#> |    X|     458.67841 |     93.92 |  0.002355 |    0.2726 |    0.7952 |
+#> |.....................|     7.971 |     2.330 |     1.286 |    0.6333 |
+#> |.....................|    0.7647 |     1.488 |     1.374 |     1.343 |
+#> |   23|     458.25487 |     1.002 |    -1.469 |   -0.8998 |   -0.8789 |
+#> |.....................|   -0.8006 |   -0.5263 |   -0.7262 |   -0.9666 |
+#> |.....................|    -1.026 |   -0.5942 |   -0.6683 |   -0.7117 |
+#> |    U|     458.25487 |     94.17 |    -5.869 |   -0.9787 |   -0.1835 |
+#> |.....................|     2.148 |     2.325 |     1.285 |    0.6855 |
+#> |.....................|    0.7425 |     1.514 |     1.313 |     1.304 |
+#> |    X|     458.25487 |     94.17 |  0.002825 |    0.2732 |    0.8324 |
+#> |.....................|     8.572 |     2.325 |     1.285 |    0.6855 |
+#> |.....................|    0.7425 |     1.514 |     1.313 |     1.304 |
+#> |   24|     458.28425 |     1.002 |    -1.442 |   -0.8994 |   -0.8721 |
+#> |.....................|   -0.7899 |   -0.5271 |   -0.7267 |   -0.9564 |
+#> |.....................|    -1.030 |   -0.5910 |   -0.6765 |   -0.7168 |
+#> |    U|     458.28425 |     94.21 |    -5.842 |   -0.9783 |   -0.1768 |
+#> |.....................|     2.159 |     2.324 |     1.284 |    0.6932 |
+#> |.....................|    0.7392 |     1.518 |     1.304 |     1.298 |
+#> |    X|     458.28425 |     94.21 |  0.002902 |    0.2732 |    0.8380 |
+#> |.....................|     8.664 |     2.324 |     1.284 |    0.6932 |
+#> |.....................|    0.7392 |     1.518 |     1.304 |     1.298 |
+#> |   25|     458.13208 |    0.9983 |    -1.435 |   -0.8993 |   -0.8705 |
+#> |.....................|   -0.7874 |   -0.5276 |   -0.7266 |   -0.9533 |
+#> |.....................|    -1.031 |   -0.5901 |   -0.6785 |   -0.7183 |
+#> |    U|     458.13208 |     93.84 |    -5.835 |   -0.9781 |   -0.1751 |
+#> |.....................|     2.162 |     2.323 |     1.284 |    0.6955 |
+#> |.....................|    0.7380 |     1.519 |     1.302 |     1.296 |
+#> |    X|     458.13208 |     93.84 |  0.002922 |    0.2733 |    0.8394 |
+#> |.....................|     8.686 |     2.323 |     1.284 |    0.6955 |
+#> |.....................|    0.7380 |     1.519 |     1.302 |     1.296 |
+#> |    F| Forward Diff. |     13.75 |    0.2391 |    0.3431 |   -0.1129 |
+#> |.....................|   -0.6079 |    -1.684 |    0.2301 |     1.587 |
+#> |.....................|    0.9924 |   -0.4675 |    0.3927 |   -0.7567 |
+#> |   26|     458.12484 |    0.9973 |    -1.435 |   -0.8993 |   -0.8705 |
+#> |.....................|   -0.7874 |   -0.5275 |   -0.7266 |   -0.9535 |
+#> |.....................|    -1.031 |   -0.5900 |   -0.6785 |   -0.7182 |
+#> |    U|     458.12484 |     93.75 |    -5.835 |   -0.9782 |   -0.1751 |
+#> |.....................|     2.162 |     2.324 |     1.284 |    0.6954 |
+#> |.....................|    0.7379 |     1.519 |     1.302 |     1.297 |
+#> |    X|     458.12484 |     93.75 |  0.002922 |    0.2733 |    0.8394 |
+#> |.....................|     8.686 |     2.324 |     1.284 |    0.6954 |
+#> |.....................|    0.7379 |     1.519 |     1.302 |     1.297 |
+#> |    F| Forward Diff. |   -0.4576 |    0.2336 |    0.2904 |   -0.1274 |
+#> |.....................|   -0.6585 |    -1.014 |    0.9040 |     1.932 |
+#> |.....................|    -1.695 |    0.2950 |    0.3980 |   -0.7211 |
+#> |   27|     458.12349 |    0.9975 |    -1.436 |   -0.8994 |   -0.8704 |
+#> |.....................|   -0.7872 |   -0.5272 |   -0.7269 |   -0.9542 |
+#> |.....................|    -1.031 |   -0.5901 |   -0.6787 |   -0.7180 |
+#> |    U|     458.12349 |     93.76 |    -5.836 |   -0.9783 |   -0.1751 |
+#> |.....................|     2.162 |     2.324 |     1.284 |    0.6949 |
+#> |.....................|    0.7384 |     1.519 |     1.302 |     1.297 |
+#> |    X|     458.12349 |     93.76 |  0.002922 |    0.2732 |    0.8394 |
+#> |.....................|     8.688 |     2.324 |     1.284 |    0.6949 |
+#> |.....................|    0.7384 |     1.519 |     1.302 |     1.297 |
+#> |    F| Forward Diff. |     1.734 |    0.2328 |    0.2907 |   -0.1244 |
+#> |.....................|   -0.6480 |   -0.5259 |     1.203 |     2.086 |
+#> |.....................|    -1.687 |    0.2714 |    0.3976 |   -0.7167 |
+#> |   28|     458.12069 |    0.9972 |    -1.436 |   -0.8995 |   -0.8704 |
+#> |.....................|   -0.7868 |   -0.5270 |   -0.7278 |   -0.9557 |
+#> |.....................|    -1.030 |   -0.5902 |   -0.6785 |   -0.7174 |
+#> |    U|     458.12069 |     93.74 |    -5.836 |   -0.9784 |   -0.1750 |
+#> |.....................|     2.162 |     2.324 |     1.284 |    0.6937 |
+#> |.....................|    0.7392 |     1.519 |     1.302 |     1.297 |
+#> |    X|     458.12069 |     93.74 |  0.002921 |    0.2732 |    0.8394 |
+#> |.....................|     8.691 |     2.324 |     1.284 |    0.6937 |
+#> |.....................|    0.7392 |     1.519 |     1.302 |     1.297 |
+#> |    F| Forward Diff. |    -1.995 |    0.2265 |    0.2648 |   -0.1319 |
+#> |.....................|   -0.6577 |    -1.056 |    0.5532 |     1.629 |
+#> |.....................|   -0.4851 |    0.2582 |    0.3806 |   -0.6784 |
+#> |   29|     458.12793 |    0.9986 |    -1.436 |   -0.8997 |   -0.8703 |
+#> |.....................|   -0.7863 |   -0.5263 |   -0.7282 |   -0.9568 |
+#> |.....................|    -1.029 |   -0.5904 |   -0.6788 |   -0.7169 |
+#> |    U|     458.12793 |     93.87 |    -5.836 |   -0.9785 |   -0.1749 |
+#> |.....................|     2.163 |     2.325 |     1.283 |    0.6929 |
+#> |.....................|    0.7395 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.12793 |     93.87 |  0.002920 |    0.2732 |    0.8395 |
+#> |.....................|     8.695 |     2.325 |     1.283 |    0.6929 |
+#> |.....................|    0.7395 |     1.519 |     1.302 |     1.298 |
+#> |   30|     458.12002 |    0.9975 |    -1.436 |   -0.8996 |   -0.8704 |
+#> |.....................|   -0.7866 |   -0.5269 |   -0.7279 |   -0.9559 |
+#> |.....................|    -1.030 |   -0.5903 |   -0.6786 |   -0.7173 |
+#> |    U|     458.12002 |     93.77 |    -5.836 |   -0.9784 |   -0.1750 |
+#> |.....................|     2.162 |     2.324 |     1.284 |    0.6935 |
+#> |.....................|    0.7392 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.12002 |     93.77 |  0.002921 |    0.2732 |    0.8395 |
+#> |.....................|     8.692 |     2.324 |     1.284 |    0.6935 |
+#> |.....................|    0.7392 |     1.519 |     1.302 |     1.298 |
+#> |    F| Forward Diff. |     2.647 |    0.2293 |    0.2815 |   -0.1267 |
+#> |.....................|   -0.6372 |   -0.9129 |    0.8290 |     1.823 |
+#> |.....................|    -1.624 |    0.2659 |    0.4184 |   -0.6478 |
+#> |   31|     458.11922 |    0.9973 |    -1.436 |   -0.8996 |   -0.8704 |
+#> |.....................|   -0.7866 |   -0.5268 |   -0.7280 |   -0.9563 |
+#> |.....................|    -1.029 |   -0.5903 |   -0.6786 |   -0.7171 |
+#> |    U|     458.11922 |     93.74 |    -5.836 |   -0.9784 |   -0.1750 |
+#> |.....................|     2.163 |     2.324 |     1.284 |    0.6933 |
+#> |.....................|    0.7394 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.11922 |     93.74 |  0.002920 |    0.2732 |    0.8395 |
+#> |.....................|     8.693 |     2.324 |     1.284 |    0.6933 |
+#> |.....................|    0.7394 |     1.519 |     1.302 |     1.298 |
+#> |    F| Forward Diff. |   -0.8024 |    0.2274 |    0.2665 |   -0.1307 |
+#> |.....................|   -0.6475 |    -1.019 |    0.5594 |     1.618 |
+#> |.....................|    -1.681 |    0.3232 |    0.3907 |   -0.6658 |
+#> |   32|     458.11869 |    0.9974 |    -1.436 |   -0.8996 |   -0.8703 |
+#> |.....................|   -0.7864 |   -0.5266 |   -0.7281 |   -0.9565 |
+#> |.....................|    -1.029 |   -0.5904 |   -0.6787 |   -0.7170 |
+#> |    U|     458.11869 |     93.76 |    -5.836 |   -0.9785 |   -0.1750 |
+#> |.....................|     2.163 |     2.324 |     1.283 |    0.6931 |
+#> |.....................|    0.7397 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.11869 |     93.76 |  0.002920 |    0.2732 |    0.8395 |
+#> |.....................|     8.694 |     2.324 |     1.283 |    0.6931 |
+#> |.....................|    0.7397 |     1.519 |     1.302 |     1.298 |
+#> |    F| Forward Diff. |     1.112 |    0.2271 |    0.2694 |   -0.1286 |
+#> |.....................|   -0.6401 |    -1.529 |    0.3516 |     1.832 |
+#> |.....................|   -0.3653 |    0.2635 |    0.3774 |   -0.6589 |
+#> |   33|     458.11797 |    0.9972 |    -1.436 |   -0.8997 |   -0.8703 |
+#> |.....................|   -0.7863 |   -0.5263 |   -0.7282 |   -0.9569 |
+#> |.....................|    -1.029 |   -0.5904 |   -0.6788 |   -0.7169 |
+#> |    U|     458.11797 |     93.74 |    -5.836 |   -0.9785 |   -0.1749 |
+#> |.....................|     2.163 |     2.325 |     1.283 |    0.6928 |
+#> |.....................|    0.7397 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.11797 |     93.74 |  0.002920 |    0.2732 |    0.8395 |
+#> |.....................|     8.695 |     2.325 |     1.283 |    0.6928 |
+#> |.....................|    0.7397 |     1.519 |     1.302 |     1.298 |
+#> |    F| Forward Diff. |    -1.528 |    0.2260 |    0.2581 |   -0.1311 |
+#> |.....................|   -0.6478 |    -1.074 |    0.7096 |     1.705 |
+#> |.....................|    -1.609 |    0.2690 |    0.3809 |   -0.6419 |
+#> |   34|     458.11744 |    0.9975 |    -1.436 |   -0.8997 |   -0.8703 |
+#> |.....................|   -0.7862 |   -0.5262 |   -0.7283 |   -0.9571 |
+#> |.....................|    -1.029 |   -0.5904 |   -0.6788 |   -0.7168 |
+#> |    U|     458.11744 |     93.76 |    -5.836 |   -0.9786 |   -0.1749 |
+#> |.....................|     2.163 |     2.325 |     1.283 |    0.6926 |
+#> |.....................|    0.7399 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.11744 |     93.76 |  0.002920 |    0.2732 |    0.8395 |
+#> |.....................|     8.696 |     2.325 |     1.283 |    0.6926 |
+#> |.....................|    0.7399 |     1.519 |     1.302 |     1.298 |
+#> |    F| Forward Diff. |     1.737 |    0.2262 |    0.2659 |   -0.1276 |
+#> |.....................|   -0.6346 |   -0.9458 |    0.5100 |     1.567 |
+#> |.....................|    -1.640 |    0.3111 |    0.3526 |   -0.6225 |
+#> |   35|     458.11714 |    0.9972 |    -1.436 |   -0.8998 |   -0.8703 |
+#> |.....................|   -0.7861 |   -0.5260 |   -0.7284 |   -0.9574 |
+#> |.....................|    -1.029 |   -0.5905 |   -0.6789 |   -0.7167 |
+#> |    U|     458.11714 |     93.74 |    -5.836 |   -0.9786 |   -0.1749 |
+#> |.....................|     2.163 |     2.325 |     1.283 |    0.6924 |
+#> |.....................|    0.7402 |     1.519 |     1.302 |     1.298 |
+#> |    X|     458.11714 |     93.74 |  0.002920 |    0.2732 |    0.8395 |
+#> |.....................|     8.697 |     2.325 |     1.283 |    0.6924 |
+#> |.....................|    0.7402 |     1.519 |     1.302 |     1.298 |
+#> |    F| Forward Diff. |    -1.976 |    0.2241 |    0.2491 |   -0.1309 |
+#> |.....................|   -0.6467 |   -0.8649 |    0.8521 |     1.757 |
+#> |.....................|    -1.585 |    0.2641 |    0.3618 |   -0.6092 |
+#> |   36|     458.11663 |    0.9975 |    -1.436 |   -0.8998 |   -0.8703 |
+#> |.....................|   -0.7860 |   -0.5259 |   -0.7285 |   -0.9576 |
+#> |.....................|    -1.028 |   -0.5905 |   -0.6789 |   -0.7166 |
+#> |    U|     458.11663 |     93.76 |    -5.836 |   -0.9787 |   -0.1749 |
+#> |.....................|     2.163 |     2.325 |     1.283 |    0.6923 |
+#> |.....................|    0.7404 |     1.518 |     1.301 |     1.298 |
+#> |    X|     458.11663 |     93.76 |  0.002920 |    0.2732 |    0.8396 |
+#> |.....................|     8.698 |     2.325 |     1.283 |    0.6923 |
+#> |.....................|    0.7404 |     1.518 |     1.301 |     1.298 |
+#> |    F| Forward Diff. |     2.001 |    0.2249 |    0.2609 |   -0.1271 |
+#> |.....................|   -0.6310 |   -0.8317 |    0.8110 |     1.745 |
+#> |.....................|   -0.3162 |    0.2564 |    0.3586 |   -0.6097 |
+#> |   37|     458.11610 |    0.9971 |    -1.436 |   -0.8999 |   -0.8702 |
+#> |.....................|   -0.7859 |   -0.5258 |   -0.7286 |   -0.9579 |
+#> |.....................|    -1.028 |   -0.5906 |   -0.6790 |   -0.7165 |
+#> |    U|      458.1161 |     93.73 |    -5.836 |   -0.9787 |   -0.1749 |
+#> |.....................|     2.163 |     2.325 |     1.283 |    0.6920 |
+#> |.....................|    0.7404 |     1.518 |     1.301 |     1.298 |
+#> |    X|      458.1161 |     93.73 |  0.002920 |    0.2732 |    0.8396 |
+#> |.....................|     8.699 |     2.325 |     1.283 |    0.6920 |
+#> |.....................|    0.7404 |     1.518 |     1.301 |     1.298 |
+#> |    F| Forward Diff. |    -2.471 |    0.2228 |    0.2417 |   -0.1310 |
+#> |.....................|   -0.6447 |    -1.605 |  0.009434 |     1.531 |
+#> |.....................|    -1.615 |    0.2909 |    0.3664 |   -0.6093 |
+#> |   38|     458.11531 |    0.9974 |    -1.436 |   -0.8999 |   -0.8702 |
+#> |.....................|   -0.7859 |   -0.5256 |   -0.7287 |   -0.9582 |
+#> |.....................|    -1.028 |   -0.5905 |   -0.6791 |   -0.7164 |
+#> |    U|     458.11531 |     93.76 |    -5.836 |   -0.9788 |   -0.1749 |
+#> |.....................|     2.163 |     2.326 |     1.283 |    0.6918 |
+#> |.....................|    0.7405 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11531 |     93.76 |  0.002919 |    0.2731 |    0.8396 |
+#> |.....................|     8.699 |     2.326 |     1.283 |    0.6918 |
+#> |.....................|    0.7405 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |     1.540 |    0.2236 |    0.2522 |   -0.1268 |
+#> |.....................|   -0.6308 |   -0.9638 |    0.7239 |     1.714 |
+#> |.....................|    -1.540 |    0.2567 |    0.3599 |   -0.5942 |
+#> |   39|     458.11496 |    0.9972 |    -1.436 |   -0.8999 |   -0.8702 |
+#> |.....................|   -0.7858 |   -0.5254 |   -0.7288 |   -0.9585 |
+#> |.....................|    -1.028 |   -0.5906 |   -0.6791 |   -0.7163 |
+#> |    U|     458.11496 |     93.74 |    -5.836 |   -0.9788 |   -0.1748 |
+#> |.....................|     2.163 |     2.326 |     1.283 |    0.6916 |
+#> |.....................|    0.7408 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11496 |     93.74 |  0.002919 |    0.2731 |    0.8396 |
+#> |.....................|     8.700 |     2.326 |     1.283 |    0.6916 |
+#> |.....................|    0.7408 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |    -1.772 |    0.2217 |    0.2376 |   -0.1305 |
+#> |.....................|   -0.6412 |    -1.736 |    0.1210 |     1.307 |
+#> |.....................|    -1.540 |    0.2780 |    0.3483 |   -0.5916 |
+#> |   40|     458.11458 |    0.9975 |    -1.436 |   -0.9000 |   -0.8702 |
+#> |.....................|   -0.7857 |   -0.5252 |   -0.7289 |   -0.9587 |
+#> |.....................|    -1.028 |   -0.5906 |   -0.6792 |   -0.7163 |
+#> |    U|     458.11458 |     93.76 |    -5.836 |   -0.9788 |   -0.1748 |
+#> |.....................|     2.163 |     2.326 |     1.283 |    0.6915 |
+#> |.....................|    0.7410 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11458 |     93.76 |  0.002919 |    0.2731 |    0.8396 |
+#> |.....................|     8.701 |     2.326 |     1.283 |    0.6915 |
+#> |.....................|    0.7410 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |     1.896 |    0.2223 |    0.2476 |   -0.1262 |
+#> |.....................|   -0.6268 |   -0.4531 |    0.7600 |     1.698 |
+#> |.....................|    -1.483 |    0.2984 |    0.3374 |   -0.6006 |
+#> |   41|     458.11430 |    0.9972 |    -1.436 |   -0.9000 |   -0.8702 |
+#> |.....................|   -0.7856 |   -0.5251 |   -0.7290 |   -0.9589 |
+#> |.....................|    -1.027 |   -0.5907 |   -0.6792 |   -0.7162 |
+#> |    U|      458.1143 |     93.73 |    -5.836 |   -0.9789 |   -0.1748 |
+#> |.....................|     2.164 |     2.326 |     1.283 |    0.6913 |
+#> |.....................|    0.7412 |     1.518 |     1.301 |     1.299 |
+#> |    X|      458.1143 |     93.73 |  0.002919 |    0.2731 |    0.8396 |
+#> |.....................|     8.702 |     2.326 |     1.283 |    0.6913 |
+#> |.....................|    0.7412 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |    -2.121 |    0.2201 |    0.2306 |   -0.1307 |
+#> |.....................|   -0.6392 |   -0.8820 |    0.4853 |     1.475 |
+#> |.....................|    -1.568 |    0.2856 |    0.3442 |   -0.5942 |
+#> |   42|     458.11392 |    0.9975 |    -1.437 |   -0.9001 |   -0.8702 |
+#> |.....................|   -0.7855 |   -0.5250 |   -0.7290 |   -0.9592 |
+#> |.....................|    -1.027 |   -0.5907 |   -0.6793 |   -0.7161 |
+#> |    U|     458.11392 |     93.76 |    -5.837 |   -0.9789 |   -0.1748 |
+#> |.....................|     2.164 |     2.326 |     1.283 |    0.6911 |
+#> |.....................|    0.7414 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11392 |     93.76 |  0.002919 |    0.2731 |    0.8396 |
+#> |.....................|     8.702 |     2.326 |     1.283 |    0.6911 |
+#> |.....................|    0.7414 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |     2.218 |    0.2203 |    0.2415 |   -0.1269 |
+#> |.....................|   -0.6242 |    -1.700 |   -0.1298 |     1.090 |
+#> |.....................|     1.097 |   -0.4639 |    0.3406 |   -0.5940 |
+#> |   43|     458.11292 |    0.9972 |    -1.437 |   -0.9001 |   -0.8702 |
+#> |.....................|   -0.7854 |   -0.5247 |   -0.7291 |   -0.9594 |
+#> |.....................|    -1.027 |   -0.5906 |   -0.6794 |   -0.7160 |
+#> |    U|     458.11292 |     93.74 |    -5.837 |   -0.9790 |   -0.1748 |
+#> |.....................|     2.164 |     2.326 |     1.283 |    0.6909 |
+#> |.....................|    0.7412 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11292 |     93.74 |  0.002919 |    0.2731 |    0.8396 |
+#> |.....................|     8.703 |     2.326 |     1.283 |    0.6909 |
+#> |.....................|    0.7412 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |    -1.114 |    0.2202 |    0.2288 |   -0.1307 |
+#> |.....................|   -0.6328 |   -0.7727 |    0.7964 |     1.664 |
+#> |.....................|   -0.2569 |    0.2827 |    0.3132 |   -0.5835 |
+#> |   44|     458.11219 |    0.9975 |    -1.437 |   -0.9002 |   -0.8701 |
+#> |.....................|   -0.7853 |   -0.5246 |   -0.7293 |   -0.9597 |
+#> |.....................|    -1.027 |   -0.5907 |   -0.6795 |   -0.7158 |
+#> |    U|     458.11219 |     93.76 |    -5.837 |   -0.9790 |   -0.1748 |
+#> |.....................|     2.164 |     2.327 |     1.283 |    0.6907 |
+#> |.....................|    0.7413 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11219 |     93.76 |  0.002919 |    0.2731 |    0.8397 |
+#> |.....................|     8.704 |     2.327 |     1.283 |    0.6907 |
+#> |.....................|    0.7413 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |     1.924 |    0.2207 |    0.2357 |   -0.1254 |
+#> |.....................|   -0.6202 |   -0.4451 |    0.8288 |     1.643 |
+#> |.....................|    -1.561 |    0.2786 |    0.3167 |   -0.5797 |
+#> |   45|     458.11161 |    0.9972 |    -1.437 |   -0.9002 |   -0.8701 |
+#> |.....................|   -0.7852 |   -0.5246 |   -0.7295 |   -0.9601 |
+#> |.....................|    -1.027 |   -0.5907 |   -0.6795 |   -0.7157 |
+#> |    U|     458.11161 |     93.74 |    -5.837 |   -0.9791 |   -0.1747 |
+#> |.....................|     2.164 |     2.327 |     1.283 |    0.6904 |
+#> |.....................|    0.7414 |     1.518 |     1.301 |     1.299 |
+#> |    X|     458.11161 |     93.74 |  0.002918 |    0.2731 |    0.8397 |
+#> |.....................|     8.705 |     2.327 |     1.283 |    0.6904 |
+#> |.....................|    0.7414 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |    -1.221 |    0.2188 |    0.2217 |   -0.1291 |
+#> |.....................|   -0.6301 |    -1.629 |    0.1332 |     1.223 |
+#> |.....................|    -1.491 |    0.2969 |    0.3215 |   -0.5516 |
+#> |   46|     458.11130 |    0.9974 |    -1.437 |   -0.9003 |   -0.8701 |
+#> |.....................|   -0.7851 |   -0.5243 |   -0.7295 |   -0.9603 |
+#> |.....................|    -1.027 |   -0.5907 |   -0.6796 |   -0.7156 |
+#> |    U|      458.1113 |     93.76 |    -5.837 |   -0.9791 |   -0.1747 |
+#> |.....................|     2.164 |     2.327 |     1.283 |    0.6902 |
+#> |.....................|    0.7416 |     1.518 |     1.301 |     1.299 |
+#> |    X|      458.1113 |     93.76 |  0.002918 |    0.2731 |    0.8397 |
+#> |.....................|     8.706 |     2.327 |     1.283 |    0.6902 |
+#> |.....................|    0.7416 |     1.518 |     1.301 |     1.299 |
+#> |    F| Forward Diff. |     1.605 |    0.2188 |    0.2279 |   -0.1262 |
+#> |.....................|   -0.6191 |    -1.596 |    0.1216 |     1.254 |
+#> |.....................|     1.158 |   -0.4084 |    0.3005 |   -0.5648 |
+#> |   47|     458.11059 |    0.9972 |    -1.437 |   -0.9003 |   -0.8701 |
+#> |.....................|   -0.7850 |   -0.5240 |   -0.7295 |   -0.9605 |
+#> |.....................|    -1.027 |   -0.5906 |   -0.6796 |   -0.7155 |
+#> |    U|     458.11059 |     93.73 |    -5.837 |   -0.9791 |   -0.1747 |
+#> |.....................|     2.164 |     2.327 |     1.283 |    0.6901 |
+#> |.....................|    0.7415 |     1.518 |     1.301 |     1.300 |
+#> |    X|     458.11059 |     93.73 |  0.002918 |    0.2731 |    0.8397 |
+#> |.....................|     8.707 |     2.327 |     1.283 |    0.6901 |
+#> |.....................|    0.7415 |     1.518 |     1.301 |     1.300 |
+#> |    F| Forward Diff. |    -2.022 |    0.2179 |    0.2140 |   -0.1317 |
+#> |.....................|   -0.6294 |   -0.4112 |    0.8588 |     1.629 |
+#> |.....................|    -1.524 |    0.3410 |    0.3226 |   -0.5400 |
+#> |   48|     458.10995 |    0.9975 |    -1.437 |   -0.9003 |   -0.8701 |
+#> |.....................|   -0.7849 |   -0.5239 |   -0.7297 |   -0.9608 |
+#> |.....................|    -1.027 |   -0.5906 |   -0.6797 |   -0.7154 |
+#> |    U|     458.10995 |     93.76 |    -5.837 |   -0.9792 |   -0.1747 |
+#> |.....................|     2.164 |     2.327 |     1.283 |    0.6899 |
+#> |.....................|    0.7416 |     1.518 |     1.301 |     1.300 |
+#> |    X|     458.10995 |     93.76 |  0.002918 |    0.2731 |    0.8397 |
+#> |.....................|     8.708 |     2.327 |     1.283 |    0.6899 |
+#> |.....................|    0.7416 |     1.518 |     1.301 |     1.300 |
+#> |    F| Forward Diff. |     1.872 |    0.2188 |    0.2245 |   -0.1278 |
+#> |.....................|   -0.6141 |    -1.055 |    0.5121 |     1.433 |
+#> |.....................|    -1.504 |    0.3641 |    0.3235 |   -0.5302 |
+#> |   49|     458.10978 |    0.9972 |    -1.437 |   -0.9004 |   -0.8700 |
+#> |.....................|   -0.7848 |   -0.5238 |   -0.7297 |   -0.9610 |
+#> |.....................|    -1.027 |   -0.5907 |   -0.6797 |   -0.7153 |
+#> |    U|     458.10978 |     93.73 |    -5.837 |   -0.9792 |   -0.1747 |
+#> |.....................|     2.164 |     2.327 |     1.282 |    0.6897 |
+#> |.....................|    0.7418 |     1.518 |     1.301 |     1.300 |
+#> |    X|     458.10978 |     93.73 |  0.002918 |    0.2730 |    0.8397 |
+#> |.....................|     8.709 |     2.327 |     1.282 |    0.6897 |
+#> |.....................|    0.7418 |     1.518 |     1.301 |     1.300 |
+#> |    C| Central Diff. |    -2.410 |    0.2142 |    0.1743 |   -0.1457 |
+#> |.....................|   -0.6441 |   -0.7806 |    0.7426 |     1.188 |
+#> |.....................|  -0.06181 |   -0.3659 |    0.5158 |   -0.5913 |
+#> |   50|     458.10914 |    0.9975 |    -1.437 |   -0.9004 |   -0.8700 |
+#> |.....................|   -0.7847 |   -0.5236 |   -0.7299 |   -0.9612 |
+#> |.....................|    -1.027 |   -0.5906 |   -0.6798 |   -0.7152 |
+#> |    U|     458.10914 |     93.77 |    -5.837 |   -0.9792 |   -0.1747 |
+#> |.....................|     2.164 |     2.327 |     1.282 |    0.6895 |
+#> |.....................|    0.7418 |     1.518 |     1.300 |     1.300 |
+#> |    X|     458.10914 |     93.77 |  0.002918 |    0.2730 |    0.8397 |
+#> |.....................|     8.709 |     2.327 |     1.282 |    0.6895 |
+#> |.....................|    0.7418 |     1.518 |     1.300 |     1.300 |
+#> |    F| Forward Diff. |     2.690 |    0.2171 |    0.2203 |   -0.1291 |
+#> |.....................|   -0.6099 |   -0.7940 |    0.4528 |     1.377 |
+#> |.....................|    -1.452 |    0.2831 |    0.2911 |   -0.5300 |
+#> |   51|     458.10832 |    0.9972 |    -1.437 |   -0.9004 |   -0.8700 |
+#> |.....................|   -0.7846 |   -0.5235 |   -0.7300 |   -0.9615 |
+#> |.....................|    -1.027 |   -0.5905 |   -0.6799 |   -0.7151 |
+#> |    U|     458.10832 |     93.74 |    -5.837 |   -0.9793 |   -0.1747 |
+#> |.....................|     2.164 |     2.328 |     1.282 |    0.6893 |
+#> |.....................|    0.7418 |     1.518 |     1.300 |     1.300 |
+#> |    X|     458.10832 |     93.74 |  0.002918 |    0.2730 |    0.8397 |
+#> |.....................|     8.710 |     2.328 |     1.282 |    0.6893 |
+#> |.....................|    0.7418 |     1.518 |     1.300 |     1.300 |
+#> |    F| Forward Diff. |    -1.386 |    0.2164 |    0.2066 |   -0.1317 |
+#> |.....................|   -0.6210 |   -0.6390 |    0.8493 |     1.598 |
+#> |.....................|    -1.491 |    0.2964 |    0.2278 |   -0.4988 |
+#> |   52|     458.10801 |    0.9974 |    -1.437 |   -0.9005 |   -0.8700 |
+#> |.....................|   -0.7845 |   -0.5234 |   -0.7302 |   -0.9618 |
+#> |.....................|    -1.026 |   -0.5906 |   -0.6800 |   -0.7150 |
+#> |    U|     458.10801 |     93.76 |    -5.837 |   -0.9793 |   -0.1746 |
+#> |.....................|     2.165 |     2.328 |     1.282 |    0.6891 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    X|     458.10801 |     93.76 |  0.002918 |    0.2730 |    0.8398 |
+#> |.....................|     8.711 |     2.328 |     1.282 |    0.6891 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    F| Forward Diff. |     1.854 |    0.2167 |    0.2150 |   -0.1282 |
+#> |.....................|   -0.6083 |   -0.7461 |    0.7029 |     1.539 |
+#> |.....................|   -0.1981 |    0.2733 |    0.2717 |   -0.5257 |
+#> |   53|     458.10765 |    0.9971 |    -1.437 |   -0.9005 |   -0.8700 |
+#> |.....................|   -0.7844 |   -0.5232 |   -0.7303 |   -0.9621 |
+#> |.....................|    -1.026 |   -0.5906 |   -0.6800 |   -0.7149 |
+#> |    U|     458.10765 |     93.73 |    -5.837 |   -0.9794 |   -0.1746 |
+#> |.....................|     2.165 |     2.328 |     1.282 |    0.6889 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    X|     458.10765 |     93.73 |  0.002917 |    0.2730 |    0.8398 |
+#> |.....................|     8.712 |     2.328 |     1.282 |    0.6889 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    F| Forward Diff. |    -2.678 |    0.2148 |    0.1964 |   -0.1329 |
+#> |.....................|   -0.6222 |   -0.7140 |    0.5004 |     1.353 |
+#> |.....................|   -0.2647 |    0.3470 |    0.3026 |   -0.5041 |
+#> |   54|     458.10677 |    0.9974 |    -1.437 |   -0.9006 |   -0.8700 |
+#> |.....................|   -0.7843 |   -0.5231 |   -0.7305 |   -0.9624 |
+#> |.....................|    -1.026 |   -0.5907 |   -0.6801 |   -0.7148 |
+#> |    U|     458.10677 |     93.76 |    -5.837 |   -0.9794 |   -0.1746 |
+#> |.....................|     2.165 |     2.328 |     1.282 |    0.6887 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    X|     458.10677 |     93.76 |  0.002917 |    0.2730 |    0.8398 |
+#> |.....................|     8.713 |     2.328 |     1.282 |    0.6887 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    F| Forward Diff. |     1.911 |    0.2164 |    0.2105 |   -0.1281 |
+#> |.....................|   -0.6034 |   -0.7920 |    0.6471 |     1.488 |
+#> |.....................|   -0.2445 |    0.2110 |    0.2380 |   -0.4469 |
+#> |   55|     458.10609 |    0.9972 |    -1.437 |   -0.9006 |   -0.8700 |
+#> |.....................|   -0.7842 |   -0.5230 |   -0.7306 |   -0.9627 |
+#> |.....................|    -1.026 |   -0.5907 |   -0.6801 |   -0.7147 |
+#> |    U|     458.10609 |     93.74 |    -5.837 |   -0.9794 |   -0.1746 |
+#> |.....................|     2.165 |     2.328 |     1.282 |    0.6884 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    X|     458.10609 |     93.74 |  0.002917 |    0.2730 |    0.8398 |
+#> |.....................|     8.714 |     2.328 |     1.282 |    0.6884 |
+#> |.....................|    0.7421 |     1.518 |     1.300 |     1.300 |
+#> |    F| Forward Diff. |    -1.589 |    0.2148 |    0.1951 |   -0.1322 |
+#> |.....................|   -0.6145 |   -0.8575 |    0.5942 |     1.427 |
+#> |.....................|    -1.492 |    0.2699 |    0.1872 |   -0.4796 |
+#> |   56|     458.10567 |    0.9974 |    -1.437 |   -0.9006 |   -0.8699 |
+#> |.....................|   -0.7841 |   -0.5228 |   -0.7308 |   -0.9630 |
+#> |.....................|    -1.026 |   -0.5907 |   -0.6801 |   -0.7146 |
+#> |    U|     458.10567 |     93.76 |    -5.837 |   -0.9795 |   -0.1746 |
+#> |.....................|     2.165 |     2.328 |     1.282 |    0.6882 |
+#> |.....................|    0.7422 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10567 |     93.76 |  0.002917 |    0.2730 |    0.8398 |
+#> |.....................|     8.715 |     2.328 |     1.282 |    0.6882 |
+#> |.....................|    0.7422 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |     1.760 |    0.2153 |    0.2043 |   -0.1283 |
+#> |.....................|   -0.6005 |   -0.7529 |    0.6292 |     1.454 |
+#> |.....................|   -0.2107 |    0.2534 |    0.2280 |   -0.4318 |
+#> |   57|     458.10540 |    0.9971 |    -1.437 |   -0.9007 |   -0.8699 |
+#> |.....................|   -0.7840 |   -0.5227 |   -0.7309 |   -0.9633 |
+#> |.....................|    -1.026 |   -0.5907 |   -0.6801 |   -0.7146 |
+#> |    U|      458.1054 |     93.73 |    -5.837 |   -0.9795 |   -0.1745 |
+#> |.....................|     2.165 |     2.328 |     1.282 |    0.6880 |
+#> |.....................|    0.7423 |     1.518 |     1.300 |     1.301 |
+#> |    X|      458.1054 |     93.73 |  0.002917 |    0.2730 |    0.8398 |
+#> |.....................|     8.716 |     2.328 |     1.282 |    0.6880 |
+#> |.....................|    0.7423 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |    -2.789 |    0.2130 |    0.1850 |   -0.1339 |
+#> |.....................|   -0.6160 |   -0.6903 |    0.7130 |     1.481 |
+#> |.....................|   -0.1975 |    0.2824 |    0.2646 |   -0.4868 |
+#> |   58|     458.10444 |    0.9974 |    -1.437 |   -0.9007 |   -0.8699 |
+#> |.....................|   -0.7839 |   -0.5226 |   -0.7311 |   -0.9636 |
+#> |.....................|    -1.026 |   -0.5907 |   -0.6801 |   -0.7145 |
+#> |    U|     458.10444 |     93.76 |    -5.837 |   -0.9796 |   -0.1745 |
+#> |.....................|     2.165 |     2.329 |     1.282 |    0.6878 |
+#> |.....................|    0.7423 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10444 |     93.76 |  0.002916 |    0.2730 |    0.8398 |
+#> |.....................|     8.717 |     2.329 |     1.282 |    0.6878 |
+#> |.....................|    0.7423 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |     1.285 |    0.2143 |    0.1972 |   -0.1290 |
+#> |.....................|   -0.5987 |   -0.7355 |    0.6064 |     1.421 |
+#> |.....................|    -1.460 |    0.2526 |    0.2188 |   -0.4206 |
+#> |   59|     458.10435 |    0.9972 |    -1.437 |   -0.9008 |   -0.8699 |
+#> |.....................|   -0.7838 |   -0.5224 |   -0.7312 |   -0.9638 |
+#> |.....................|    -1.026 |   -0.5908 |   -0.6802 |   -0.7144 |
+#> |    U|     458.10435 |     93.73 |    -5.837 |   -0.9796 |   -0.1745 |
+#> |.....................|     2.165 |     2.329 |     1.282 |    0.6876 |
+#> |.....................|    0.7425 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10435 |     93.73 |  0.002916 |    0.2730 |    0.8399 |
+#> |.....................|     8.718 |     2.329 |     1.282 |    0.6876 |
+#> |.....................|    0.7425 |     1.518 |     1.300 |     1.301 |
+#> |    C| Central Diff. |    -2.184 |    0.2097 |    0.1486 |   -0.1446 |
+#> |.....................|   -0.6255 |   -0.7028 |    0.6444 |     1.495 |
+#> |.....................|    -1.416 |    0.3010 |    0.4942 |   -0.5303 |
+#> |   60|     458.10393 |    0.9975 |    -1.438 |   -0.9008 |   -0.8699 |
+#> |.....................|   -0.7837 |   -0.5223 |   -0.7313 |   -0.9641 |
+#> |.....................|    -1.026 |   -0.5908 |   -0.6802 |   -0.7143 |
+#> |    U|     458.10393 |     93.76 |    -5.838 |   -0.9796 |   -0.1745 |
+#> |.....................|     2.165 |     2.329 |     1.282 |    0.6873 |
+#> |.....................|    0.7426 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10393 |     93.76 |  0.002916 |    0.2730 |    0.8399 |
+#> |.....................|     8.718 |     2.329 |     1.282 |    0.6873 |
+#> |.....................|    0.7426 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |     2.045 |    0.2119 |    0.1940 |   -0.1305 |
+#> |.....................|   -0.5955 |   -0.7252 |    0.6285 |     1.413 |
+#> |.....................|   -0.2070 |    0.2194 |    0.2208 |   -0.3980 |
+#> |   61|     458.10364 |    0.9971 |    -1.438 |   -0.9008 |   -0.8699 |
+#> |.....................|   -0.7836 |   -0.5222 |   -0.7314 |   -0.9644 |
+#> |.....................|    -1.026 |   -0.5908 |   -0.6803 |   -0.7142 |
+#> |    U|     458.10364 |     93.73 |    -5.838 |   -0.9796 |   -0.1745 |
+#> |.....................|     2.166 |     2.329 |     1.281 |    0.6871 |
+#> |.....................|    0.7427 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10364 |     93.73 |  0.002916 |    0.2730 |    0.8399 |
+#> |.....................|     8.719 |     2.329 |     1.281 |    0.6871 |
+#> |.....................|    0.7427 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |    -2.727 |    0.2108 |    0.1771 |   -0.1339 |
+#> |.....................|   -0.6094 |   -0.7304 |    0.6317 |     1.376 |
+#> |.....................|    -1.443 |    0.2644 |    0.2580 |   -0.4629 |
+#> |   62|     458.10286 |    0.9974 |    -1.438 |   -0.9008 |   -0.8699 |
+#> |.....................|   -0.7835 |   -0.5221 |   -0.7316 |   -0.9647 |
+#> |.....................|    -1.026 |   -0.5908 |   -0.6803 |   -0.7141 |
+#> |    U|     458.10286 |     93.75 |    -5.838 |   -0.9796 |   -0.1745 |
+#> |.....................|     2.166 |     2.329 |     1.281 |    0.6869 |
+#> |.....................|    0.7427 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10286 |     93.75 |  0.002915 |    0.2730 |    0.8399 |
+#> |.....................|     8.720 |     2.329 |     1.281 |    0.6869 |
+#> |.....................|    0.7427 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |     1.225 |    0.2118 |    0.1898 |   -0.1294 |
+#> |.....................|   -0.5932 |   -0.6493 |    0.6517 |     1.411 |
+#> |.....................|   -0.1402 |    0.3233 |    0.2428 |   -0.3732 |
+#> |   63|     458.10253 |    0.9971 |    -1.438 |   -0.9009 |   -0.8698 |
+#> |.....................|   -0.7834 |   -0.5219 |   -0.7318 |   -0.9650 |
+#> |.....................|    -1.026 |   -0.5909 |   -0.6803 |   -0.7141 |
+#> |    U|     458.10253 |     93.73 |    -5.838 |   -0.9797 |   -0.1745 |
+#> |.....................|     2.166 |     2.329 |     1.281 |    0.6867 |
+#> |.....................|    0.7428 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10253 |     93.73 |  0.002915 |    0.2730 |    0.8399 |
+#> |.....................|     8.721 |     2.329 |     1.281 |    0.6867 |
+#> |.....................|    0.7428 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |    -2.449 |    0.2099 |    0.1736 |   -0.1338 |
+#> |.....................|   -0.6049 |   -0.7015 |    0.6330 |     1.384 |
+#> |.....................|   -0.1863 |    0.2615 |    0.2563 |   -0.4532 |
+#> |   64|     458.10167 |    0.9974 |    -1.438 |   -0.9009 |   -0.8698 |
+#> |.....................|   -0.7832 |   -0.5218 |   -0.7320 |   -0.9653 |
+#> |.....................|    -1.026 |   -0.5909 |   -0.6804 |   -0.7140 |
+#> |    U|     458.10167 |     93.76 |    -5.838 |   -0.9797 |   -0.1744 |
+#> |.....................|     2.166 |     2.329 |     1.281 |    0.6864 |
+#> |.....................|    0.7427 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10167 |     93.76 |  0.002915 |    0.2729 |    0.8399 |
+#> |.....................|     8.722 |     2.329 |     1.281 |    0.6864 |
+#> |.....................|    0.7427 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |     1.422 |    0.2110 |    0.1849 |   -0.1293 |
+#> |.....................|   -0.5889 |   -0.5964 |    0.6731 |     1.405 |
+#> |.....................|   -0.1535 |    0.3114 |    0.2496 |   -0.4521 |
+#> |   65|     458.10133 |    0.9971 |    -1.438 |   -0.9009 |   -0.8698 |
+#> |.....................|   -0.7831 |   -0.5217 |   -0.7321 |   -0.9657 |
+#> |.....................|    -1.026 |   -0.5909 |   -0.6804 |   -0.7139 |
+#> |    U|     458.10133 |     93.73 |    -5.838 |   -0.9798 |   -0.1744 |
+#> |.....................|     2.166 |     2.329 |     1.281 |    0.6862 |
+#> |.....................|    0.7428 |     1.518 |     1.300 |     1.301 |
+#> |    X|     458.10133 |     93.73 |  0.002915 |    0.2729 |    0.8400 |
+#> |.....................|     8.723 |     2.329 |     1.281 |    0.6862 |
+#> |.....................|    0.7428 |     1.518 |     1.300 |     1.301 |
+#> |    F| Forward Diff. |    -2.461 |    0.2094 |    0.1688 |   -0.1332 |
+#> |.....................|   -0.6003 |   -0.7109 |    0.5914 |     1.349 |
+#> |.....................|    -1.404 |    0.2951 |    0.2552 |   -0.4331 |
+#> |   66|     458.10059 |    0.9974 |    -1.438 |   -0.9009 |   -0.8698 |
+#> |.....................|   -0.7830 |   -0.5215 |   -0.7323 |   -0.9660 |
+#> |.....................|    -1.026 |   -0.5909 |   -0.6804 |   -0.7138 |
+#> |    U|     458.10059 |     93.75 |    -5.838 |   -0.9798 |   -0.1744 |
+#> |.....................|     2.166 |     2.330 |     1.281 |    0.6860 |
+#> |.....................|    0.7428 |     1.518 |     1.300 |     1.302 |
+#> |    X|     458.10059 |     93.75 |  0.002915 |    0.2729 |    0.8400 |
+#> |.....................|     8.724 |     2.330 |     1.281 |    0.6860 |
+#> |.....................|    0.7428 |     1.518 |     1.300 |     1.302 |
+#> |    F| Forward Diff. |     1.228 |    0.2101 |    0.1802 |   -0.1294 |
+#> |.....................|   -0.5857 |   -0.2287 |    0.9339 |     1.558 |
+#> |.....................|    -1.376 |    0.3488 |    0.2665 |   -0.4324 |
+#> |   67|     458.10050 |    0.9972 |    -1.438 |   -0.9010 |   -0.8697 |
+#> |.....................|   -0.7829 |   -0.5215 |   -0.7325 |   -0.9663 |
+#> |.....................|    -1.025 |   -0.5910 |   -0.6804 |   -0.7137 |
+#> |    U|      458.1005 |     93.73 |    -5.838 |   -0.9798 |   -0.1744 |
+#> |.....................|     2.166 |     2.330 |     1.281 |    0.6857 |
+#> |.....................|    0.7430 |     1.518 |     1.300 |     1.302 |
+#> |    X|      458.1005 |     93.73 |  0.002915 |    0.2729 |    0.8400 |
+#> |.....................|     8.725 |     2.330 |     1.281 |    0.6857 |
+#> |.....................|    0.7430 |     1.518 |     1.300 |     1.302 |
+#> |    C| Central Diff. |    -2.045 |    0.2058 |    0.1327 |   -0.1461 |
+#> |.....................|   -0.6105 |   -0.6040 |    0.6130 |    0.9518 |
+#> |.....................|   0.01902 |    0.3702 |    0.4676 |   -0.4886 |
+#> |   68|     458.10013 |    0.9974 |    -1.438 |   -0.9010 |   -0.8697 |
+#> |.....................|   -0.7829 |   -0.5214 |   -0.7325 |   -0.9664 |
+#> |.....................|    -1.025 |   -0.5910 |   -0.6805 |   -0.7136 |
+#> |    U|     458.10013 |     93.75 |    -5.838 |   -0.9798 |   -0.1744 |
+#> |.....................|     2.166 |     2.330 |     1.281 |    0.6857 |
+#> |.....................|    0.7430 |     1.518 |     1.300 |     1.302 |
+#> |    X|     458.10013 |     93.75 |  0.002914 |    0.2729 |    0.8400 |
+#> |.....................|     8.725 |     2.330 |     1.281 |    0.6857 |
+#> |.....................|    0.7430 |     1.518 |     1.300 |     1.302 |
+#> |    F| Forward Diff. |    0.8557 |    0.2088 |    0.1747 |   -0.1300 |
+#> |.....................|   -0.5847 |   -0.2393 |    0.9114 |     1.536 |
+#> |.....................|    -1.367 |    0.3016 |    0.2557 |   -0.4123 |
+#> |   69|     458.10002 |    0.9973 |    -1.438 |   -0.9010 |   -0.8697 |
+#> |.....................|   -0.7828 |   -0.5214 |   -0.7326 |   -0.9665 |
+#> |.....................|    -1.025 |   -0.5911 |   -0.6805 |   -0.7136 |
+#> |    U|     458.10002 |     93.74 |    -5.838 |   -0.9798 |   -0.1744 |
+#> |.....................|     2.166 |     2.330 |     1.281 |    0.6856 |
+#> |.....................|    0.7432 |     1.518 |     1.300 |     1.302 |
+#> |    X|     458.10002 |     93.74 |  0.002914 |    0.2729 |    0.8400 |
+#> |.....................|     8.726 |     2.330 |     1.281 |    0.6856 |
+#> |.....................|    0.7432 |     1.518 |     1.300 |     1.302 |
+#> |    C| Central Diff. |   -0.5131 |    0.2058 |    0.1358 |   -0.1441 |
+#> |.....................|   -0.6029 |   -0.6262 |    0.5998 |     1.158 |
+#> |.....................|    -1.373 |    0.3470 |    0.4566 |   -0.4872 |
+#> |   70|     458.09992 |    0.9973 |    -1.438 |   -0.9010 |   -0.8697 |
+#> |.....................|   -0.7827 |   -0.5214 |   -0.7327 |   -0.9666 |
+#> |.....................|    -1.025 |   -0.5911 |   -0.6806 |   -0.7135 |
+#> |    U|     458.09992 |     93.75 |    -5.838 |   -0.9799 |   -0.1743 |
+#> |.....................|     2.166 |     2.330 |     1.281 |    0.6855 |
+#> |.....................|    0.7433 |     1.518 |     1.300 |     1.302 |
+#> |    X|     458.09992 |     93.75 |  0.002914 |    0.2729 |    0.8400 |
+#> |.....................|     8.726 |     2.330 |     1.281 |    0.6855 |
+#> |.....................|    0.7433 |     1.518 |     1.300 |     1.302 |
+#> |    C| Central Diff. |    0.2584 |    0.2056 |    0.1371 |   -0.1438 |
+#> |.....................|   -0.5991 |   -0.6198 |    0.6082 |    0.9676 |
+#> |.....................|     1.295 |    0.3221 |    0.4533 |   -0.4750 |
+#> |   71|     458.09944 |    0.9973 |    -1.438 |   -0.9010 |   -0.8697 |
+#> |.....................|   -0.7827 |   -0.5213 |   -0.7328 |   -0.9668 |
+#> |.....................|    -1.025 |   -0.5911 |   -0.6806 |   -0.7135 |
+#> |    U|     458.09944 |     93.75 |    -5.838 |   -0.9799 |   -0.1743 |
+#> |.....................|     2.166 |     2.330 |     1.281 |    0.6854 |
+#> |.....................|    0.7431 |     1.518 |     1.300 |     1.302 |
+#> |    X|     458.09944 |     93.75 |  0.002914 |    0.2729 |    0.8400 |
+#> |.....................|     8.727 |     2.330 |     1.281 |    0.6854 |
+#> |.....................|    0.7431 |     1.518 |     1.300 |     1.302 |
+#> |   72|     458.09825 |    0.9974 |    -1.438 |   -0.9011 |   -0.8697 |
+#> |.....................|   -0.7824 |   -0.5210 |   -0.7332 |   -0.9672 |
+#> |.....................|    -1.025 |   -0.5911 |   -0.6808 |   -0.7131 |
+#> |    U|     458.09825 |     93.76 |    -5.838 |   -0.9799 |   -0.1743 |
+#> |.....................|     2.167 |     2.330 |     1.280 |    0.6851 |
+#> |.....................|    0.7430 |     1.518 |     1.299 |     1.302 |
+#> |    X|     458.09825 |     93.76 |  0.002914 |    0.2729 |    0.8401 |
+#> |.....................|     8.729 |     2.330 |     1.280 |    0.6851 |
+#> |.....................|    0.7430 |     1.518 |     1.299 |     1.302 |
+#> |   73|     458.09793 |    0.9981 |    -1.438 |   -0.9013 |   -0.8695 |
+#> |.....................|   -0.7815 |   -0.5202 |   -0.7349 |   -0.9686 |
+#> |.....................|    -1.026 |   -0.5909 |   -0.6812 |   -0.7117 |
+#> |    U|     458.09793 |     93.82 |    -5.838 |   -0.9801 |   -0.1741 |
+#> |.....................|     2.168 |     2.331 |     1.279 |    0.6840 |
+#> |.....................|    0.7428 |     1.518 |     1.299 |     1.304 |
+#> |    X|     458.09793 |     93.82 |  0.002913 |    0.2729 |    0.8402 |
+#> |.....................|     8.737 |     2.331 |     1.279 |    0.6840 |
+#> |.....................|    0.7428 |     1.518 |     1.299 |     1.304 |
+#> |    F| Forward Diff. |     10.76 |    0.2116 |    0.1923 |   -0.1162 |
+#> |.....................|   -0.5255 |   -0.5796 |    0.3777 |     1.210 |
+#> |.....................|    -1.409 |    0.2855 |    0.1875 |   -0.3085 |
+#> |   74|     458.08987 |    0.9971 |    -1.438 |   -0.9013 |   -0.8695 |
+#> |.....................|   -0.7808 |   -0.5187 |   -0.7369 |   -0.9692 |
+#> |.....................|    -1.026 |   -0.5907 |   -0.6832 |   -0.7095 |
+#> |    U|     458.08987 |     93.72 |    -5.838 |   -0.9802 |   -0.1741 |
+#> |.....................|     2.168 |     2.332 |     1.278 |    0.6836 |
+#> |.....................|    0.7427 |     1.518 |     1.297 |     1.306 |
+#> |    X|     458.08987 |     93.72 |  0.002914 |    0.2729 |    0.8402 |
+#> |.....................|     8.743 |     2.332 |     1.278 |    0.6836 |
+#> |.....................|    0.7427 |     1.518 |     1.297 |     1.306 |
+#> |    F| Forward Diff. |    -2.512 |    0.2078 |    0.1434 |   -0.1372 |
+#> |.....................|   -0.5667 |   -0.8061 |    0.1467 |     1.033 |
+#> |.....................|     1.202 |   -0.4065 |   0.09417 |   -0.1935 |
+#> |   75|     458.08564 |    0.9973 |    -1.438 |   -0.9016 |   -0.8695 |
+#> |.....................|   -0.7801 |   -0.5170 |   -0.7384 |   -0.9704 |
+#> |.....................|    -1.026 |   -0.5898 |   -0.6859 |   -0.7082 |
+#> |    U|     458.08564 |     93.74 |    -5.838 |   -0.9804 |   -0.1741 |
+#> |.....................|     2.169 |     2.334 |     1.277 |    0.6827 |
+#> |.....................|    0.7424 |     1.519 |     1.294 |     1.308 |
+#> |    X|     458.08564 |     93.74 |  0.002914 |    0.2728 |    0.8402 |
+#> |.....................|     8.749 |     2.334 |     1.277 |    0.6827 |
+#> |.....................|    0.7424 |     1.519 |     1.294 |     1.308 |
+#> |   76|     458.08078 |    0.9972 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7788 |   -0.5136 |   -0.7416 |   -0.9727 |
+#> |.....................|    -1.027 |   -0.5879 |   -0.6916 |   -0.7053 |
+#> |    U|     458.08078 |     93.73 |    -5.838 |   -0.9809 |   -0.1742 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6809 |
+#> |.....................|    0.7420 |     1.522 |     1.288 |     1.311 |
+#> |    X|     458.08078 |     93.73 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.761 |     2.338 |     1.275 |    0.6809 |
+#> |.....................|    0.7420 |     1.522 |     1.288 |     1.311 |
+#> |    F| Forward Diff. |   -0.8456 |    0.2109 |    0.1052 |   -0.1453 |
+#> |.....................|   -0.5381 |   -0.2225 |   -0.1274 |    0.8336 |
+#> |.....................|   -0.2653 |    0.4698 |   -0.4321 |   0.07917 |
+#> |   77|     458.08109 |    0.9983 |    -1.445 |   -0.9066 |   -0.8702 |
+#> |.....................|   -0.7727 |   -0.5143 |   -0.7362 |   -0.9770 |
+#> |.....................|    -1.027 |   -0.5885 |   -0.6915 |   -0.7058 |
+#> |    U|     458.08109 |     93.84 |    -5.845 |   -0.9853 |   -0.1748 |
+#> |.....................|     2.176 |     2.337 |     1.279 |    0.6777 |
+#> |.....................|    0.7418 |     1.521 |     1.288 |     1.310 |
+#> |    X|     458.08109 |     93.84 |  0.002894 |    0.2718 |    0.8396 |
+#> |.....................|     8.815 |     2.337 |     1.279 |    0.6777 |
+#> |.....................|    0.7418 |     1.521 |     1.288 |     1.310 |
+#> |   78|     458.08775 |    0.9985 |    -1.441 |   -0.9040 |   -0.8696 |
+#> |.....................|   -0.7757 |   -0.5136 |   -0.7393 |   -0.9753 |
+#> |.....................|    -1.026 |   -0.5887 |   -0.6911 |   -0.7056 |
+#> |    U|     458.08775 |     93.86 |    -5.841 |   -0.9828 |   -0.1743 |
+#> |.....................|     2.173 |     2.338 |     1.277 |    0.6789 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08775 |     93.86 |  0.002906 |    0.2723 |    0.8401 |
+#> |.....................|     8.788 |     2.338 |     1.277 |    0.6789 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |   79|     458.08407 |    0.9980 |    -1.438 |   -0.9022 |   -0.8694 |
+#> |.....................|   -0.7783 |   -0.5133 |   -0.7415 |   -0.9736 |
+#> |.....................|    -1.026 |   -0.5884 |   -0.6912 |   -0.7054 |
+#> |    U|     458.08407 |     93.81 |    -5.838 |   -0.9810 |   -0.1740 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6802 |
+#> |.....................|    0.7422 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08407 |     93.81 |  0.002915 |    0.2727 |    0.8403 |
+#> |.....................|     8.766 |     2.338 |     1.275 |    0.6802 |
+#> |.....................|    0.7422 |     1.521 |     1.288 |     1.311 |
+#> |   80|     458.08069 |    0.9973 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7787 |   -0.5135 |   -0.7416 |   -0.9729 |
+#> |.....................|    -1.026 |   -0.5880 |   -0.6915 |   -0.7053 |
+#> |    U|     458.08069 |     93.75 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08069 |     93.75 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.762 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    F| Forward Diff. |     1.424 |    0.2112 |    0.1114 |   -0.1426 |
+#> |.....................|   -0.5267 |   -0.3290 |  -0.02249 |    0.9218 |
+#> |.....................|    -1.516 |    0.4273 |   -0.4325 |   0.09748 |
+#> |   81|     458.08076 |    0.9972 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7786 |   -0.5134 |   -0.7416 |   -0.9730 |
+#> |.....................|    -1.026 |   -0.5880 |   -0.6914 |   -0.7055 |
+#> |    U|     458.08076 |     93.74 |    -5.838 |   -0.9810 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08076 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.763 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |   82|     458.08078 |    0.9973 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7787 |   -0.5135 |   -0.7416 |   -0.9730 |
+#> |.....................|    -1.026 |   -0.5880 |   -0.6915 |   -0.7053 |
+#> |    U|     458.08078 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08078 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.762 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |   83|     458.08068 |    0.9973 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7787 |   -0.5135 |   -0.7416 |   -0.9729 |
+#> |.....................|    -1.026 |   -0.5880 |   -0.6915 |   -0.7053 |
+#> |    U|     458.08068 |     93.75 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08068 |     93.75 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.762 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.7458 |    0.2086 |   0.07146 |   -0.1568 |
+#> |.....................|   -0.5453 |   -0.1723 |    0.1066 |    0.6006 |
+#> |.....................|  -0.05957 |    0.1717 |   -0.3314 |   0.06442 |
+#> |   84|     458.08065 |    0.9973 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7787 |   -0.5135 |   -0.7416 |   -0.9729 |
+#> |.....................|    -1.026 |   -0.5880 |   -0.6915 |   -0.7053 |
+#> |    U|     458.08065 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08065 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.762 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.5271 |    0.2085 |   0.07055 |   -0.1570 |
+#> |.....................|   -0.5454 |   -0.3138 |   0.09492 |    0.7765 |
+#> |.....................|     1.192 |    0.4934 |   -0.3382 |    0.1071 |
+#> |   85|     458.08062 |    0.9973 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7786 |   -0.5135 |   -0.7416 |   -0.9730 |
+#> |.....................|    -1.026 |   -0.5880 |   -0.6915 |   -0.7054 |
+#> |    U|     458.08062 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08062 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.762 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7420 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.1077 |    0.2083 |   0.06880 |   -0.1572 |
+#> |.....................|   -0.5469 |   -0.1727 |    0.1219 |    0.9565 |
+#> |.....................|    -1.457 |    0.5128 |   -0.3399 |    0.1022 |
+#> |   86|     458.08061 |    0.9972 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7786 |   -0.5135 |   -0.7416 |   -0.9730 |
+#> |.....................|    -1.026 |   -0.5881 |   -0.6914 |   -0.7054 |
+#> |    U|     458.08061 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.170 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08061 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.763 |     2.338 |     1.275 |    0.6807 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |   -0.6930 |    0.2078 |   0.06712 |   -0.1577 |
+#> |.....................|   -0.5484 |   -0.1767 |    0.1148 |    0.9863 |
+#> |.....................|   -0.2038 |    0.5855 |   -0.3296 |    0.1002 |
+#> |   87|     458.08058 |    0.9972 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7786 |   -0.5135 |   -0.7416 |   -0.9731 |
+#> |.....................|    -1.026 |   -0.5881 |   -0.6914 |   -0.7054 |
+#> |    U|     458.08058 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6806 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08058 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.763 |     2.338 |     1.275 |    0.6806 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |   -0.3701 |    0.2079 |   0.06808 |   -0.1573 |
+#> |.....................|   -0.5470 |   -0.1729 |  0.005725 |    0.9526 |
+#> |.....................|    -1.465 |    0.5101 |   -0.1466 |  -0.02770 |
+#> |   88|     458.08052 |    0.9973 |    -1.438 |   -0.9021 |   -0.8695 |
+#> |.....................|   -0.7785 |   -0.5135 |   -0.7416 |   -0.9731 |
+#> |.....................|    -1.026 |   -0.5881 |   -0.6914 |   -0.7053 |
+#> |    U|     458.08052 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6806 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08052 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.763 |     2.338 |     1.275 |    0.6806 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.2062 |    0.2080 |   0.06837 |   -0.1566 |
+#> |.....................|   -0.5439 |   -0.1704 |   0.09858 |    0.5928 |
+#> |.....................|  -0.05984 |    0.5131 |   -0.3447 |   0.06046 |
+#> |   89|     458.08047 |    0.9972 |    -1.438 |   -0.9021 |   -0.8694 |
+#> |.....................|   -0.7785 |   -0.5134 |   -0.7416 |   -0.9732 |
+#> |.....................|    -1.026 |   -0.5882 |   -0.6914 |   -0.7054 |
+#> |    U|     458.08047 |     93.74 |    -5.838 |   -0.9809 |   -0.1741 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6805 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08047 |     93.74 |  0.002915 |    0.2727 |    0.8402 |
+#> |.....................|     8.764 |     2.338 |     1.275 |    0.6805 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |  -0.06148 |    0.2077 |   0.06828 |   -0.1566 |
+#> |.....................|   -0.5434 |   -0.1748 |    0.1045 |    0.7316 |
+#> |.....................|   -0.7607 |    0.4924 |   -0.3350 |    0.1046 |
+#> |   90|     458.08041 |    0.9972 |    -1.438 |   -0.9021 |   -0.8694 |
+#> |.....................|   -0.7784 |   -0.5134 |   -0.7417 |   -0.9733 |
+#> |.....................|    -1.026 |   -0.5883 |   -0.6913 |   -0.7054 |
+#> |    U|     458.08041 |     93.74 |    -5.838 |   -0.9810 |   -0.1740 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6804 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08041 |     93.74 |  0.002915 |    0.2727 |    0.8403 |
+#> |.....................|     8.765 |     2.338 |     1.275 |    0.6804 |
+#> |.....................|    0.7421 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |   -0.5076 |    0.2073 |   0.06528 |   -0.1564 |
+#> |.....................|   -0.5454 |   -0.1802 |    0.1061 |    0.9740 |
+#> |.....................|   -0.1992 |    0.5430 |   -0.2714 |    0.1031 |
+#> |   91|     458.08026 |    0.9972 |    -1.438 |   -0.9022 |   -0.8694 |
+#> |.....................|   -0.7782 |   -0.5133 |   -0.7417 |   -0.9736 |
+#> |.....................|    -1.026 |   -0.5884 |   -0.6912 |   -0.7055 |
+#> |    U|     458.08026 |     93.74 |    -5.838 |   -0.9810 |   -0.1740 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6802 |
+#> |.....................|    0.7422 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08026 |     93.74 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.766 |     2.338 |     1.275 |    0.6802 |
+#> |.....................|    0.7422 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |   -0.3779 |    0.2092 |   0.07455 |   -0.1547 |
+#> |.....................|   -0.5349 |    0.4172 |   -0.5362 |    0.7903 |
+#> |.....................|    -1.451 |    0.5182 |   -0.2163 |   -0.4361 |
+#> |   92|     458.08039 |    0.9975 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7778 |   -0.5133 |   -0.7416 |   -0.9742 |
+#> |.....................|    -1.026 |   -0.5887 |   -0.6910 |   -0.7056 |
+#> |    U|     458.08039 |     93.76 |    -5.838 |   -0.9811 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6798 |
+#> |.....................|    0.7424 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08039 |     93.76 |  0.002914 |    0.2727 |    0.8404 |
+#> |.....................|     8.769 |     2.338 |     1.275 |    0.6798 |
+#> |.....................|    0.7424 |     1.521 |     1.288 |     1.311 |
+#> |   93|     458.08025 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08025 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08025 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |     1.019 |    0.2066 |   0.06601 |   -0.1530 |
+#> |.....................|   -0.5270 |   -0.1637 |    0.1163 |    0.9184 |
+#> |.....................|    -1.439 |    0.4715 |   -0.2217 |   0.03756 |
+#> |   94|     458.08029 |    0.9972 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08029 |     93.74 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7424 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08029 |     93.74 |  0.002914 |    0.2727 |    0.8404 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7424 |     1.521 |     1.288 |     1.311 |
+#> |   95|     458.08025 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08025 |     93.74 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7424 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08025 |     93.74 |  0.002914 |    0.2727 |    0.8404 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7424 |     1.521 |     1.288 |     1.311 |
+#> |   96|     458.08029 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08029 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08029 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |   97|     458.08024 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08024 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08024 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.9275 |    0.2065 |   0.06562 |   -0.1530 |
+#> |.....................|   -0.5278 |   -0.1682 |    0.1168 |    0.9523 |
+#> |.....................|   -0.1838 |    0.4888 |   -0.3154 |   0.09539 |
+#> |   98|     458.08024 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08024 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08024 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.8715 |    0.2065 |   0.06540 |   -0.1531 |
+#> |.....................|   -0.5308 |  -0.07756 |    0.1164 |    0.5595 |
+#> |.....................|  -0.04465 |   -0.2577 |   -0.3240 |    0.1066 |
+#> |   99|     458.08023 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08023 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08023 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  100|     458.08013 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08013 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08013 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    C| Central Diff. |    0.7255 |    0.2064 |   0.06482 |   -0.1531 |
+#> |.....................|   -0.5283 |   -0.1617 |    0.1081 |    0.9192 |
+#> |.....................|    -1.441 |    0.4906 |   -0.2900 |    0.1161 |
+#> |  101|     458.08017 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5885 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08017 |     93.74 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08017 |     93.74 |  0.002914 |    0.2727 |    0.8404 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  102|     458.08021 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08021 |     93.74 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08021 |     93.74 |  0.002914 |    0.2727 |    0.8404 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  103|     458.08029 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08029 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08029 |     93.75 |  0.002914 |    0.2727 |    0.8404 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  104|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  105|     458.08033 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08033 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08033 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  106|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  107|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  108|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  109|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  110|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  111|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |  112|     458.08032 |    0.9973 |    -1.438 |   -0.9022 |   -0.8693 |
+#> |.....................|   -0.7780 |   -0.5133 |   -0.7416 |   -0.9739 |
+#> |.....................|    -1.026 |   -0.5886 |   -0.6911 |   -0.7055 |
+#> |    U|     458.08032 |     93.75 |    -5.838 |   -0.9810 |   -0.1739 |
+#> |.....................|     2.171 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
+#> |    X|     458.08032 |     93.75 |  0.002914 |    0.2727 |    0.8403 |
+#> |.....................|     8.768 |     2.338 |     1.275 |    0.6800 |
+#> |.....................|    0.7423 |     1.521 |     1.288 |     1.311 |
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo
f_nlmixr_dfop_sfo_saem_obs <- nlmixr(f_mmkin_obs["DFOP-SFO", ], est = "saem")
-
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> 1:    93.5791   -5.6199   -2.0817   -3.9984   -1.2037    0.1481    4.5359    1.6042    1.1515    2.4545    0.4989    0.5230   19.1822   10.0277
-#> 2:    93.5157   -5.6781   -1.9742   -4.0546   -1.1333    0.1109    4.4678    1.5240    1.0939    2.3318    0.4740    0.6338   12.8885    7.4711
-#> 3:    93.2898   -5.7047   -1.8559   -4.1328   -1.0939    0.0438    5.0096    1.4478    1.1939    2.2152    0.4503    0.6021   11.0381    5.1444
-#> 4:    93.0426   -5.7814   -1.8501   -4.1839   -1.0410    0.0594    6.3802    1.4778    1.2229    2.1556    0.4278    0.5972   10.2381    4.4049
-#> 5:    92.9134   -5.8482   -1.8162   -4.2071   -1.0582    0.0732    6.9858    1.8242    1.1718    2.3151    0.4064    0.5822    9.8642    4.4088
-#> 6:    92.7655   -5.8047   -1.8535   -4.2041   -0.9870    0.0611    6.6365    1.7739    1.1619    2.2910    0.3861    0.5531    8.6374    4.0594
-#> 7:    93.0259   -5.8252   -1.9173   -4.2093   -0.9549    0.0995    6.3047    2.2731    1.1038    2.1765    0.3668    0.5255    9.0819    3.0678
-#> 8:    93.1406   -5.7510   -1.9019   -4.2213   -0.9559    0.1508    5.9894    2.5908    1.0919    2.0948    0.3484    0.4992    8.3332    2.3703
-#> 9:    93.3980   -5.5162   -1.9512   -4.2707   -0.9026    0.1570    5.6900    2.4612    1.0373    2.3579    0.3310    0.4742    7.7762    2.1692
-#> 10:    93.5148   -5.4966   -1.9184   -4.2482   -0.9045    0.1396    5.4055    2.3382    0.9855    2.2400    0.3145    0.4652    7.5796    1.9233
-#> 11:    93.1833   -5.5679   -1.9315   -4.2869   -0.9148    0.1713    5.1352    2.2213    0.9362    2.1465    0.2987    0.4622    7.5181    1.8003
-#> 12:    92.9902   -5.7249   -1.9741   -4.3054   -0.9148    0.1927    4.8784    2.9298    0.8975    2.3858    0.2838    0.5005    7.3638    1.7074
-#> 13:    92.5821   -5.7143   -1.9662   -4.3403   -0.8940    0.1595    4.6345    2.8035    0.9305    2.5370    0.2696    0.4755    7.1732    1.6333
-#> 14:    92.1385   -5.5571   -1.9874   -4.2935   -0.8815    0.1762    5.5000    2.6634    0.9011    2.4102    0.2561    0.5012    7.1920    1.7020
-#> 15:    92.1244   -5.5198   -1.9701   -4.3134   -0.8984    0.1704    5.2250    2.5302    0.9705    2.4401    0.2433    0.4839    7.4072    1.6160
-#> 16:    92.6306   -5.4666   -1.9776   -4.3023   -0.8906    0.1737    4.9638    2.4037    1.0278    2.3181    0.2312    0.5183    7.5105    1.6033
-#> 17:    92.5769   -5.4886   -2.0034   -4.3892   -0.8863    0.1967    5.6659    2.2835    1.0796    2.7700    0.2196    0.5138    7.6495    1.4656
-#> 18:    92.0321   -5.5257   -2.0086   -4.3651   -0.8914    0.1869    6.5345    2.1693    1.0771    2.6315    0.2086    0.4906    7.8248    1.4297
-#> 19:    92.5497   -5.5509   -1.9892   -4.3590   -0.8947    0.2148    6.2078    2.0936    1.0629    2.4999    0.1992    0.4847    7.8809    1.4881
-#> 20:    92.3638   -5.5322   -1.9943   -4.3507   -0.9153    0.1787    6.2176    2.1784    1.0242    2.5190    0.1923    0.4604    7.7900    1.5147
-#> 21:    92.3946   -5.5963   -1.9984   -4.3234   -0.9031    0.1961    5.9067    2.4305    0.9962    2.3930    0.1827    0.4374    7.6671    1.5182
-#> 22:    92.3389   -5.7757   -1.9686   -4.3485   -0.9054    0.1677    5.6113    3.2010    0.9650    2.4493    0.1907    0.4220    7.1305    1.5425
-#> 23:    92.5054   -5.7766   -1.9947   -4.3613   -0.9069    0.1781    5.3308    3.2506    0.9932    2.5478    0.1868    0.4217    7.6690    1.4526
-#> 24:    92.5865   -5.8597   -1.9691   -4.4676   -0.8950    0.1755    5.0642    4.0954    0.9471    3.5482    0.1891    0.4438    7.2397    1.6349
-#> 25:    92.3775   -5.8727   -1.9577   -4.4964   -0.8955    0.1477    4.8354    3.8906    0.9557    3.5054    0.2003    0.4216    6.7966    1.5576
-#> 26:    92.2427   -5.9696   -1.9672   -4.4384   -0.9063    0.1733    4.5937    4.0917    0.9924    3.3326    0.1918    0.4341    6.9377    1.5723
-#> 27:    92.7312   -5.8434   -1.9590   -4.3655   -0.9095    0.1669    4.4448    3.8871    1.0032    3.1660    0.2006    0.4320    7.1970    1.5118
-#> 28:    92.7033   -5.8759   -1.9827   -4.3776   -0.9145    0.1844    4.5885    3.6928    0.9750    3.0077    0.2093    0.4104    6.8745    1.4865
-#> 29:    92.5242   -5.8627   -1.9806   -4.4623   -0.9142    0.2069    5.2823    3.5081    0.9748    3.5849    0.2098    0.4120    6.9735    1.5115
-#> 30:    92.2312   -5.8332   -1.9739   -4.3699   -0.9100    0.1624    5.0182    3.5473    0.9553    3.4056    0.2102    0.3914    6.8547    1.5172
-#> 31:    92.1659   -5.7898   -1.9642   -4.3956   -0.9105    0.1625    4.7672    3.3700    0.9442    3.2571    0.2071    0.3795    6.5191    1.5452
-#> 32:    92.5436   -5.7968   -1.9642   -4.3987   -0.9179    0.1110    4.5289    3.2015    0.9382    3.0943    0.2024    0.3605    6.5921    1.5105
-#> 33:    92.7837   -5.8155   -1.9539   -4.3145   -0.9157    0.1398    4.3024    3.3616    0.9119    2.9395    0.1981    0.3494    6.2870    1.6036
-#> 34:    93.0500   -5.8853   -1.9587   -4.2507   -0.9146    0.1455    4.0873    4.3592    0.9129    2.7926    0.1961    0.3319    6.3493    1.6059
-#> 35:    93.1208   -5.8581   -1.9614   -4.2722   -0.9127    0.1255    4.0645    4.1413    0.9262    2.6529    0.1964    0.3157    6.1337    1.6010
-#> 36:    93.1002   -5.8598   -1.9886   -4.2092   -0.9076    0.1192    4.2392    3.9342    0.9566    2.5203    0.2015    0.3222    6.5326    1.4847
-#> 37:    92.8242   -5.6228   -1.9655   -4.2054   -0.9099    0.1010    6.8190    3.7375    0.9087    2.3943    0.1942    0.3141    6.2613    1.6015
-#> 38:    93.1512   -5.5747   -1.9736   -4.2054   -0.9115    0.0887    6.4781    3.5506    0.8904    2.2746    0.1930    0.3298    6.4960    1.5750
-#> 39:    92.9998   -5.5416   -1.9750   -4.2124   -0.9101    0.0953    6.1542    3.3731    0.9013    2.1608    0.1858    0.3204    6.6470    1.5705
-#> 40:    93.2158   -5.7057   -1.9587   -4.2101   -0.9122    0.0630    5.8464    3.2044    0.9350    2.1357    0.1851    0.3044    6.6842    1.5069
-#> 41:    93.0585   -5.5453   -1.9306   -4.2101   -0.9021    0.0531    5.5541    3.0442    0.9458    2.1673    0.1851    0.2892    6.3923    1.5949
-#> 42:    93.0958   -5.4512   -1.9484   -4.2227   -0.8959    0.0649    5.2764    2.8920    0.9571    2.1930    0.1829    0.2747    6.3082    1.5985
-#> 43:    93.2333   -5.5398   -1.9391   -4.2400   -0.8972    0.0870    5.0126    2.7474    0.9913    2.2830    0.1984    0.2720    6.0810    1.6131
-#> 44:    92.9479   -5.5648   -1.9227   -4.2468   -0.9104    0.0963    4.7620    2.6100    0.9682    2.2976    0.2038    0.2648    5.8461    1.6955
-#> 45:    93.0244   -5.6247   -1.9379   -4.2588   -0.9093    0.0865    5.2997    2.4894    0.9837    2.3100    0.2039    0.2844    5.9439    1.6121
-#> 46:    92.5959   -5.6240   -1.9513   -4.2588   -0.9172    0.0923    5.3111    2.5081    1.0158    2.3100    0.2050    0.2702    6.0141    1.6189
-#> 47:    92.8483   -5.5823   -1.9529   -4.2684   -0.9194    0.0770    6.2469    2.3827    1.0328    2.3567    0.2104    0.2567    6.0472    1.5858
-#> 48:    92.6210   -5.6336   -1.9379   -4.3049   -0.9054    0.0747    7.5721    2.3177    1.0379    2.5427    0.2103    0.2439    6.0431    1.5860
-#> 49:    92.6337   -5.6723   -1.9486   -4.2879   -0.8985    0.0773    7.1935    2.6572    1.0181    2.4515    0.2056    0.2559    6.0895    1.5217
-#> 50:    92.2413   -5.7138   -1.9587   -4.2804   -0.8926    0.0774    8.1551    2.9779    1.0282    2.4807    0.2090    0.2510    6.2355    1.5223
-#> 51:    92.2223   -5.6765   -1.9496   -4.2971   -0.8840    0.1034    7.7638    3.0625    1.0017    2.6024    0.2075    0.2384    6.3495    1.6621
-#> 52:    92.4242   -5.6573   -1.9408   -4.2943   -0.8993    0.1136    8.3190    2.9093    1.0044    2.4822    0.2163    0.2411    6.0611    1.5241
-#> 53:    92.6070   -5.5921   -1.9397   -4.2873   -0.9046    0.0904   10.3681    2.7639    1.0098    2.4895    0.2194    0.2393    6.1728    1.5264
-#> 54:    92.9339   -5.6194   -1.9292   -4.2950   -0.9006    0.1010    9.9150    2.6257    1.0088    2.4268    0.2346    0.2492    5.9203    1.5693
-#> 55:    93.4640   -5.5851   -1.8969   -4.2614   -0.9065    0.1058   10.3986    2.4944    1.0204    2.3055    0.2257    0.2403    5.7030    1.5717
-#> 56:    93.3646   -5.5851   -1.9127   -4.3130   -0.9196    0.1077    9.8787    2.3697    1.0067    2.6259    0.2261    0.2370    5.7389    1.5053
-#> 57:    93.5408   -5.4962   -1.9150   -4.3285   -0.9148    0.0880    9.3848    2.2512    0.9903    2.6118    0.2160    0.2494    5.7530    1.5780
-#> 58:    93.5195   -5.4358   -1.9459   -4.3041   -0.9076    0.1022    8.9155    2.1386    1.0220    2.5253    0.2220    0.2578    6.0138    1.4494
-#> 59:    93.5906   -5.4624   -1.9507   -4.3065   -0.9124    0.1374    8.4698    2.0317    1.0230    2.5539    0.2212    0.2449    5.7538    1.6021
-#> 60:    93.3308   -5.3784   -1.9540   -4.2417   -0.9173    0.1337    8.0463    1.9301    1.0298    2.4262    0.2173    0.2327    5.8841    1.4634
-#> 61:    93.3506   -5.4000   -1.9688   -4.2389   -0.9130    0.0942    7.6440    1.8336    1.0437    2.3049    0.2216    0.2210    6.0098    1.4243
-#> 62:    93.6969   -5.4175   -1.9467   -4.2389   -0.9135    0.1315    7.2618    1.7419    1.0213    2.2519    0.2250    0.2149    5.6278    1.4755
-#> 63:    93.6188   -5.3860   -1.9295   -4.2637   -0.9222    0.1196    7.8033    1.6548    1.0340    2.2699    0.2282    0.2282    5.6763    1.4755
-#> 64:    93.6782   -5.4118   -1.9518   -4.2655   -0.9298    0.1055    8.3519    1.5721    1.0227    2.4426    0.2317    0.2560    5.8006    1.4724
-#> 65:    93.5253   -5.4313   -1.9314   -4.2538   -0.9245    0.0919    7.9343    1.4980    1.0771    2.3486    0.2249    0.2635    5.8752    1.4850
-#> 66:    93.3192   -5.5672   -1.9715   -4.2575   -0.9224    0.1404    8.2293    1.9722    1.0233    2.3758    0.2365    0.2546    5.9462    1.5148
-#> 67:    93.0765   -5.4861   -1.9673   -4.2472   -0.9103    0.0935    8.3227    1.8736    0.9889    2.3305    0.2493    0.2419    5.7836    1.4946
-#> 68:    93.2666   -5.4963   -1.9635   -4.2435   -0.9093    0.0940    9.2911    1.7800    1.0050    2.3179    0.2495    0.2298    5.7104    1.4797
-#> 69:    93.3894   -5.5666   -1.9342   -4.2325   -0.9227    0.0957    9.0211    2.0287    1.0012    2.3052    0.2483    0.2348    5.8939    1.5158
-#> 70:    93.2671   -5.5710   -1.9486   -4.2723   -0.9323    0.1062    8.5700    2.1251    0.9714    2.3266    0.2498    0.2466    6.1562    1.5041
-#> 71:    92.9975   -5.5829   -1.9507   -4.2632   -0.9317    0.1166    8.1415    2.0322    0.9403    2.3654    0.2373    0.2454    5.8668    1.5122
-#> 72:    92.6364   -5.5255   -1.9888   -4.2605   -0.9255    0.1062    8.8866    1.9306    0.9680    2.4488    0.2314    0.2438    6.2101    1.5098
-#> 73:    92.4442   -5.5679   -1.9880   -4.3501   -0.9070    0.0972    9.1986    1.9203    0.9597    3.1091    0.2369    0.2412    6.1257    1.5029
-#> 74:    92.3866   -5.5447   -1.9895   -4.3137   -0.9004    0.0898   10.2222    1.8961    0.9573    2.9536    0.2494    0.2361    6.0474    1.4875
-#> 75:    92.2491   -5.6481   -1.9591   -4.3587   -0.8991    0.1028    9.7111    2.2694    1.0140    2.9121    0.2524    0.2243    6.0995    1.4780
-#> 76:    92.4656   -5.6014   -1.9860   -4.3538   -0.9015    0.0978   11.3121    2.1560    0.9861    2.9372    0.2489    0.2314    6.0996    1.4464
-#> 77:    92.5076   -5.5929   -1.9560   -4.3624   -0.9051    0.1008   12.0483    2.0482    1.0212    3.0132    0.2551    0.2378    5.9595    1.5081
-#> 78:    92.5987   -5.7000   -1.9592   -4.3611   -0.9131    0.0958   11.4458    2.3873    1.0062    2.9848    0.2549    0.2372    6.0385    1.4666
-#> 79:    92.4883   -5.7675   -1.9900   -4.4226   -0.9163    0.1153   10.8735    2.7867    0.9616    3.4984    0.2546    0.2309    5.9441    1.4722
-#> 80:    92.1716   -5.7782   -1.9810   -4.4398   -0.9122    0.1193   10.3299    3.0280    0.9642    3.6766    0.2520    0.2291    6.3013    1.4698
-#> 81:    92.1145   -5.8494   -1.9836   -4.3634   -0.9196    0.1013    9.8134    3.1850    0.9160    3.4927    0.2562    0.2409    6.2458    1.4664
-#> 82:    92.3761   -5.9668   -1.9722   -4.3888   -0.9240    0.1139    9.9738    3.9484    0.8923    3.3519    0.2434    0.2318    6.0987    1.4847
-#> 83:    92.7805   -6.1135   -1.9335   -4.3600   -0.9273    0.1027   11.2060    4.7684    0.8932    3.1843    0.2454    0.2202    5.9824    1.4920
-#> 84:    92.9601   -6.2190   -1.9374   -4.3187   -0.9376    0.1140   10.6457    5.6632    0.9077    3.0250    0.2464    0.2188    5.9979    1.5152
-#> 85:    92.4579   -6.1486   -1.9398   -4.3269   -0.9417    0.0979   10.1134    5.3800    0.9011    2.8738    0.2446    0.2330    5.7007    1.5648
-#> 86:    92.3580   -6.2177   -1.9549   -4.3287   -0.9510    0.1073    9.6077    5.1608    0.9318    2.7301    0.2497    0.2214    5.9916    1.5305
-#> 87:    92.8919   -6.3309   -1.9480   -4.3285   -0.9647    0.1009    9.1273    6.4577    0.9494    2.7023    0.2408    0.2126    5.9053    1.4313
-#> 88:    93.0621   -6.1220   -1.9623   -4.3341   -0.9624    0.1300    8.6710    6.1349    0.9563    2.6593    0.2404    0.2130    6.1925    1.4510
-#> 89:    92.7711   -6.2636   -1.9545   -4.3520   -0.9496    0.1227    8.2374    6.2143    0.9791    2.5862    0.2346    0.2333    5.9772    1.4523
-#> 90:    92.9148   -6.5481   -1.9586   -4.3275   -0.9496    0.1096    7.8255    8.2617    0.9787    2.4647    0.2346    0.2216    5.9136    1.4247
-#> 91:    92.8129   -6.4655   -1.9753   -4.3287   -0.9435    0.1210    9.1893    7.8487    0.9642    2.5304    0.2354    0.2268    5.9129    1.4229
-#> 92:    93.1090   -6.4752   -1.9841   -4.3533   -0.9428    0.1509   10.1133    7.7232    0.9160    2.6037    0.2457    0.2265    5.8601    1.4646
-#> 93:    93.4781   -6.3780   -1.9909   -4.3713   -0.9450    0.1544    9.6076    7.3370    0.9153    2.7656    0.2485    0.2499    5.9150    1.5180
-#> 94:    93.2125   -6.3021   -1.9798   -4.3459   -0.9470    0.1520    9.6738    6.9702    0.9314    2.6273    0.2428    0.2519    5.8752    1.4456
-#> 95:    93.0091   -5.9727   -1.9828   -4.3777   -0.9447    0.1370    9.6411    6.6217    0.9107    2.7137    0.2428    0.2556    5.8302    1.4477
-#> 96:    92.8731   -5.7813   -1.9952   -4.3343   -0.9352    0.1505    9.1590    6.2906    0.9011    2.5780    0.2366    0.2546    6.0545    1.4887
-#> 97:    92.7834   -5.8119   -1.9975   -4.3303   -0.9258    0.1231    8.8022    5.9760    0.9005    2.5331    0.2392    0.2419    5.9522    1.4754
-#> 98:    92.8447   -5.9773   -1.9940   -4.3353   -0.9301    0.1409    8.3621    5.6772    0.9244    2.4828    0.2426    0.2490    6.1027    1.4129
-#> 99:    93.1697   -5.8958   -1.9964   -4.3325   -0.9248    0.1411    7.9440    5.3934    0.9586    2.6138    0.2378    0.2545    6.2793    1.3719
-#> 100:    93.2536   -5.8481   -2.0009   -4.3408   -0.9304    0.1718    8.7965    5.1237    0.9290    2.6161    0.2398    0.2418    6.0908    1.4534
-#> 101:    93.2942   -5.8684   -1.9650   -4.3096   -0.9305    0.1496    9.7633    4.8675    0.9166    2.4853    0.2372    0.2565    5.9079    1.4948
-#> 102:    93.2636   -6.1363   -1.9517   -4.2653   -0.9235    0.1175   10.7772    5.1927    0.8944    2.3610    0.2448    0.2812    5.7748    1.5533
-#> 103:    92.6954   -5.9371   -1.9524   -4.2792   -0.9045    0.1288   10.2383    4.9331    0.8876    2.2429    0.2406    0.2720    5.5496    1.5601
-#> 104:    92.6149   -6.0650   -1.9532   -4.2752   -0.9048    0.0973   10.9914    4.6864    0.8845    2.1875    0.2475    0.2584    5.5593    1.4897
-#> 105:    92.8231   -5.9779   -1.9650   -4.2939   -0.9013    0.1112   10.4712    4.4521    0.9193    2.1985    0.2416    0.2455    5.4420    1.4910
-#> 106:    92.7599   -5.9602   -1.9594   -4.3018   -0.9026    0.1273   10.1396    4.2295    0.9308    2.1700    0.2453    0.2625    5.5458    1.4429
-#> 107:    93.1433   -5.9509   -1.9638   -4.2715   -0.9324    0.1385    9.6327    4.0415    0.9271    2.1026    0.2415    0.2626    5.4762    1.4286
-#> 108:    93.1354   -5.7359   -1.9691   -4.2962   -0.9256    0.1346   10.2794    3.8394    0.9387    2.1671    0.2412    0.2627    5.5107    1.4200
-#> 109:    92.9608   -5.8252   -1.9780   -4.3149   -0.9125    0.1564    9.7654    4.0619    0.9380    2.1731    0.2325    0.2657    5.8118    1.4379
-#> 110:    93.1043   -5.7632   -1.9874   -4.2868   -0.9113    0.1178    9.2771    3.8588    0.9420    2.1477    0.2214    0.2524    5.9352    1.4377
-#> 111:    92.8879   -5.7965   -1.9781   -4.2851   -0.9147    0.1107    8.8133    3.6659    0.9526    2.1891    0.2130    0.2398    5.6360    1.4461
-#> 112:    92.9347   -5.7484   -1.9460   -4.2825   -0.9195    0.1078    8.3726    3.4826    0.9710    2.2687    0.2051    0.2278    5.5771    1.5123
-#> 113:    92.7217   -5.7193   -1.9328   -4.2721   -0.9252    0.1021    7.9540    3.3085    1.0056    2.2848    0.2244    0.2164    5.7135    1.5082
-#> 114:    92.9944   -5.7382   -1.9414   -4.2835   -0.9210    0.1210    7.5563    3.1430    1.0184    2.2457    0.2260    0.2182    5.6799    1.4751
-#> 115:    93.1261   -5.8876   -1.9290   -4.2753   -0.9382    0.0960    9.7696    3.4406    1.0140    2.2745    0.2171    0.2073    5.3919    1.4919
-#> 116:    92.7669   -5.9842   -1.9484   -4.2828   -0.9504    0.1122    9.2811    4.1332    1.0202    2.2835    0.2160    0.2136    5.3651    1.5337
-#> 117:    92.9804   -5.9847   -1.9584   -4.2879   -0.9474    0.1234    9.2911    3.9265    0.9692    2.3115    0.2135    0.2163    5.1053    1.4774
-#> 118:    93.2853   -5.8443   -1.9494   -4.2700   -0.9400    0.1105    9.8572    3.7302    0.9736    2.2489    0.2192    0.2223    5.2416    1.4668
-#> 119:    93.2776   -5.8592   -1.9458   -4.2600   -0.9394    0.1072    9.3643    3.5437    0.9789    2.1964    0.2176    0.2205    5.2942    1.4847
-#> 120:    93.0335   -5.8156   -1.9453   -4.2623   -0.9437    0.1139    8.8961    3.3665    0.9698    2.2380    0.2206    0.2231    5.4427    1.4470
-#> 121:    93.0115   -5.8402   -1.9355   -4.2596   -0.9291    0.1138    8.4513    3.3018    0.9743    2.1463    0.2096    0.2120    5.1537    1.4487
-#> 122:    93.6277   -5.8852   -1.9276   -4.2787   -0.9419    0.1388    8.0287    3.4114    0.9438    2.1410    0.2072    0.2104    5.1198    1.5201
-#> 123:    93.4952   -6.0977   -1.9332   -4.2847   -0.9431    0.1412    7.6273    4.8225    0.9472    2.1335    0.2081    0.2129    5.2003    1.6193
-#> 124:    93.7207   -6.2280   -1.9105   -4.2692   -0.9551    0.1422    7.2459    5.4835    0.9657    2.0896    0.2148    0.2272    5.2901    1.5482
-#> 125:    93.6041   -6.0808   -1.9356   -4.2748   -0.9531    0.1184    7.0201    5.2094    0.9591    2.0421    0.2089    0.2158    5.3848    1.4896
-#> 126:    93.5193   -6.0164   -1.9296   -4.2890   -0.9600    0.1351    7.6848    4.9489    0.9931    2.1387    0.1989    0.2129    5.1988    1.4492
-#> 127:    93.7135   -5.9340   -1.9448   -4.2883   -0.9633    0.1428    8.3411    4.7014    0.9820    2.1192    0.1985    0.2046    5.3953    1.4985
-#> 128:    94.2312   -5.8849   -1.9404   -4.2754   -0.9633    0.1495    7.9240    4.4664    0.9884    2.0587    0.1902    0.2171    5.7113    1.4987
-#> 129:    94.0390   -5.8674   -1.9229   -4.3309   -0.9614    0.1472    8.5108    4.2430    1.0319    2.1023    0.1909    0.2154    5.5654    1.4294
-#> 130:    93.4178   -6.0458   -1.9224   -4.3364   -0.9560    0.1570    8.0852    4.4639    1.0184    2.2804    0.1869    0.2182    5.6585    1.4443
-#> 131:    93.5483   -6.2682   -1.9258   -4.3654   -0.9554    0.1449    7.6810    5.6020    1.0254    2.3477    0.1857    0.2230    5.4266    1.4324
-#> 132:    93.5180   -6.3297   -1.9204   -4.3577   -0.9640    0.1365    7.2969    5.5672    1.0354    2.3257    0.1788    0.2118    5.4913    1.4859
-#> 133:    93.4707   -6.0990   -1.9415   -4.3315   -0.9775    0.1232    6.9321    5.2888    1.0686    2.3421    0.1851    0.2012    5.8429    1.4618
-#> 134:    93.1012   -6.1236   -1.9308   -4.3409   -0.9654    0.1225    7.6471    5.0244    1.0517    2.4652    0.1947    0.2008    5.6902    1.5432
-#> 135:    93.2545   -6.1070   -1.9408   -4.3415   -0.9553    0.1228    9.2701    4.7732    1.0160    2.3607    0.1919    0.1907    5.5154    1.5317
-#> 136:    93.3338   -6.0321   -1.9336   -4.3074   -0.9598    0.1120    8.8066    4.5345    0.9652    2.2427    0.1999    0.2249    5.3667    1.6036
-#> 137:    93.5910   -6.0627   -1.9339   -4.3074   -0.9529    0.1407    8.3663    4.3078    0.9538    2.2128    0.1966    0.2195    5.2959    1.6015
-#> 138:    93.6338   -5.9702   -1.9252   -4.3105   -0.9615    0.1373    7.9480    4.0924    0.9875    2.2635    0.1964    0.2218    5.4532    1.5261
-#> 139:    93.6403   -5.8913   -1.9237   -4.2962   -0.9582    0.1165    8.0749    3.8878    0.9746    2.2457    0.1972    0.2125    5.9356    1.5173
-#> 140:    92.8503   -5.8314   -1.9452   -4.3180   -0.9487    0.1142    8.6356    3.6934    0.9933    2.2044    0.1961    0.2019    5.7908    1.5138
-#> 141:    93.1249   -6.0584   -1.9448   -4.3139   -0.9367    0.0950    8.9231    4.4196    1.0220    2.2246    0.2079    0.2077    6.0233    1.4339
-#> 142:    93.1846   -6.3026   -1.9152   -4.3093   -0.9392    0.0866   10.1508    5.9592    1.0562    2.3325    0.2082    0.2133    5.5285    1.4832
-#> 143:    92.4682   -6.1485   -1.9146   -4.2812   -0.9376    0.0260    9.6433    5.6613    1.0618    2.3594    0.2000    0.2027    6.0573    1.4428
-#> 144:    92.7792   -6.1108   -1.8939   -4.2740   -0.9341    0.0765    9.1611    5.3782    1.0917    2.3074    0.2057    0.2240    6.2141    1.4953
-#> 145:    93.1314   -6.2086   -1.8939   -4.3580   -0.9341    0.0741    8.7031    5.1093    1.0931    2.7164    0.2105    0.2229    5.8543    1.4855
-#> 146:    93.2254   -6.2170   -1.8998   -4.3724   -0.9311    0.0677    8.2679    5.0506    1.0811    2.8434    0.2049    0.2118    5.5455    1.4763
-#> 147:    93.3264   -6.0136   -1.8998   -4.3853   -0.9328    0.0817    9.4673    4.7980    1.0668    2.8512    0.2009    0.2114    5.5518    1.5225
-#> 148:    93.2298   -5.9143   -1.8921   -4.5001   -0.9296    0.1057    8.9939    4.5581    1.0563    3.8266    0.1982    0.2043    5.5242    1.5614
-#> 149:    93.3604   -5.9894   -1.8832   -4.5223   -0.9338    0.0858    8.5442    4.3302    1.0544    4.3930    0.1986    0.2003    5.4353    1.4957
-#> 150:    93.4715   -5.9630   -1.8833   -4.4796   -0.9335    0.0827    8.1170    4.1137    1.0912    4.1733    0.1984    0.1903    5.7477    1.4554
-#> 151:    93.3385   -5.8026   -1.9052   -4.4507   -0.9368    0.0684    8.7726    3.9080    1.1249    3.9647    0.2074    0.1808    5.7693    1.4400
-#> 152:    93.1682   -5.8529   -1.9441   -4.3545   -0.9309    0.0752    8.8042    3.1783    1.0496    3.0168    0.2069    0.1688    5.9161    1.4565
-#> 153:    93.0559   -6.0261   -1.9425   -4.3431   -0.9327    0.1016    9.1435    3.9939    1.0120    2.8470    0.1894    0.1509    5.4435    1.5486
-#> 154:    92.8582   -6.0887   -1.9278   -4.3094   -0.9352    0.1064    8.4316    4.2991    0.9819    2.6257    0.1907    0.1609    5.4587    1.5208
-#> 155:    93.3200   -5.8480   -1.9149   -4.3363   -0.9294    0.1143    9.6700    3.1734    0.9942    2.6441    0.1824    0.1906    5.5193    1.6410
-#> 156:    93.3199   -5.9053   -1.9213   -4.3163   -0.9369    0.1291    7.5899    3.5902    0.9823    2.4648    0.1770    0.1956    5.3816    1.5356
-#> 157:    93.2434   -5.8763   -1.9161   -4.3035   -0.9549    0.1075    8.4137    3.2576    0.9935    2.5007    0.1795    0.1852    5.4053    1.5706
-#> 158:    93.1494   -5.9243   -1.8929   -4.3162   -0.9680    0.1296    8.2959    3.3262    1.0029    2.4943    0.1866    0.1921    5.4369    1.5510
-#> 159:    93.5683   -6.0335   -1.9127   -4.3040   -0.9675    0.1271    7.7222    4.0079    0.9768    2.5765    0.1869    0.2028    5.7165    1.4968
-#> 160:    93.9417   -6.0018   -1.9085   -4.2818   -0.9611    0.1161    5.8791    4.4991    0.9658    2.4933    0.1878    0.1986    6.0579    1.5272
-#> 161:    94.1252   -5.9264   -1.8943   -4.2805   -0.9645    0.0860    4.9517    3.6307    0.9754    2.4988    0.1934    0.1785    5.7457    1.5878
-#> 162:    93.9389   -5.7613   -1.8946   -4.2410   -0.9752    0.0898    6.7269    2.5865    1.0184    2.4379    0.1933    0.1908    5.9052    1.5215
-#> 163:    93.5890   -5.7243   -1.8992   -4.2636   -0.9722    0.0759    8.4484    2.5137    1.0151    2.3869    0.1928    0.1889    5.4694    1.5048
-#> 164:    93.9751   -5.7314   -1.8786   -4.3271   -0.9702    0.1020    6.6884    2.5136    1.0133    2.8395    0.1907    0.1998    5.4625    1.4854
-#> 165:    93.9708   -5.7409   -1.8856   -4.3129   -0.9616    0.1094    5.8809    2.4589    1.0401    2.6662    0.1912    0.1998    5.4339    1.4549
-#> 166:    93.9265   -5.6937   -1.9134   -4.3080   -0.9702    0.1151    5.6940    2.4086    1.0065    2.6864    0.1983    0.1987    5.6907    1.4857
-#> 167:    93.4157   -5.7312   -1.9163   -4.3286   -0.9638    0.1216    5.1230    2.5468    1.0487    2.5930    0.1917    0.1940    5.5938    1.4267
-#> 168:    93.3701   -5.8757   -1.9196   -4.3493   -0.9579    0.1134    6.0802    3.3929    1.0517    2.6981    0.1888    0.2063    5.4125    1.4365
-#> 169:    93.4342   -6.0262   -1.9041   -4.3347   -0.9526    0.0997    6.0780    3.6349    1.0623    2.7344    0.1946    0.1978    5.4930    1.4594
-#> 170:    93.3751   -6.1195   -1.9093   -4.3541   -0.9872    0.0834    6.8972    4.0337    1.0763    2.8428    0.2077    0.2005    5.6759    1.4455
-#> 171:    93.3603   -6.0360   -1.9196   -4.4632   -0.9763    0.0866    7.4236    3.6025    1.0684    3.7611    0.2046    0.1894    5.6282    1.4414
-#> 172:    93.2776   -5.9538   -1.9031   -4.4815   -0.9779    0.1024    5.4751    3.2802    1.0599    3.9487    0.2115    0.1990    5.6116    1.4230
-#> 173:    93.4470   -5.8580   -1.9193   -4.4170   -0.9641    0.0957    5.6416    2.8005    1.0440    3.4509    0.2066    0.1863    5.5804    1.4485
-#> 174:    93.2952   -5.8590   -1.9010   -4.3600   -0.9640    0.0789    6.4314    2.9503    1.0808    2.9773    0.2045    0.1969    5.4423    1.4421
-#> 175:    93.3756   -5.7733   -1.8959   -4.3621   -0.9504    0.0609    6.1723    2.5287    1.0950    3.0019    0.2127    0.2053    5.4338    1.4470
-#> 176:    93.1450   -5.8266   -1.9053   -4.3401   -0.9457    0.0633    6.5237    3.0522    1.0942    2.9464    0.2134    0.2021    5.6501    1.3664
-#> 177:    92.7723   -5.9978   -1.9231   -4.3529   -0.9524    0.0658    7.4519    4.2374    1.0640    3.0260    0.2158    0.2146    5.9180    1.4100
-#> 178:    92.7261   -5.9836   -1.9189   -4.3349   -0.9576    0.0768    5.5211    4.2557    1.0611    2.8827    0.2169    0.2088    5.8872    1.4206
-#> 179:    92.9599   -6.0071   -1.9259   -4.3081   -0.9581    0.0657    6.0953    3.8205    1.0816    2.6709    0.2122    0.2014    5.8221    1.4026
-#> 180:    93.0831   -6.1544   -1.9400   -4.3018   -0.9496    0.0411    4.2312    4.9005    1.1064    2.6542    0.2143    0.2221    6.3264    1.3820
-#> 181:    92.8840   -6.0889   -1.9364   -4.3200   -0.9566    0.0861    4.2186    4.4615    1.0930    2.7270    0.2142    0.2424    6.0486    1.4035
-#> 182:    93.1913   -6.1457   -1.9384   -4.3085   -0.9606    0.0733    6.2878    4.6026    1.0917    2.6393    0.2131    0.2151    5.7042    1.4952
-#> 183:    93.1218   -6.3114   -1.9355   -4.2883   -0.9742    0.0741    7.2675    5.1377    1.0914    2.5060    0.2220    0.2111    5.5099    1.4097
-#> 184:    93.1462   -6.3147   -1.9068   -4.2880   -0.9653    0.0893    7.6928    5.6510    1.0563    2.5066    0.2256    0.2201    5.4138    1.5319
-#> 185:    93.1825   -6.3608   -1.9265   -4.2815   -0.9549    0.0873    7.1340    5.9801    1.0363    2.4788    0.2177    0.1958    5.4202    1.4569
-#> 186:    93.6270   -6.1413   -1.9278   -4.2702   -0.9696    0.1185    6.7652    4.5535    1.0400    2.3673    0.2163    0.1932    5.3005    1.5012
-#> 187:    93.9922   -6.3364   -1.9269   -4.2702   -0.9729    0.1197    7.7694    6.1592    0.9948    2.3673    0.2196    0.2091    5.3075    1.5105
-#> 188:    93.8884   -6.0236   -1.9207   -4.2928   -0.9900    0.1343    7.8090    4.2847    0.9840    2.4238    0.2195    0.1966    5.2861    1.5607
-#> 189:    94.3110   -6.0809   -1.9145   -4.2826   -0.9840    0.1224    8.5580    4.0998    0.9800    2.4505    0.2294    0.1840    5.7107    1.5180
-#> 190:    94.0039   -6.0996   -1.9140   -4.2793   -0.9782    0.1429   10.6594    4.1655    0.9796    2.4415    0.2297    0.1960    5.7533    1.5720
-#> 191:    93.9692   -6.1129   -1.9362   -4.3261   -0.9705    0.1462    8.8201    4.3146    1.0124    2.4625    0.2287    0.2049    5.5670    1.5206
-#> 192:    93.3178   -5.9759   -1.9192   -4.3378   -0.9664    0.1434    8.8047    3.7150    1.0282    2.4137    0.2243    0.1977    5.3858    1.4599
-#> 193:    93.1427   -5.9388   -1.9391   -4.3211   -0.9650    0.1401    7.1862    3.2835    1.0218    2.3216    0.2163    0.1866    5.3930    1.5017
-#> 194:    93.0588   -6.0605   -1.9361   -4.3350   -0.9462    0.1330    6.8930    4.0020    1.0166    2.3186    0.2057    0.1818    5.2535    1.5075
-#> 195:    93.1820   -6.1201   -1.9579   -4.3034   -0.9534    0.1557    8.1300    4.4218    0.9932    2.1873    0.2099    0.1834    5.4862    1.4698
-#> 196:    93.2230   -5.8879   -1.9725   -4.2965   -0.9584    0.1390    8.1307    3.0777    1.0051    2.1597    0.2089    0.1683    5.7058    1.3970
-#> 197:    93.3504   -5.8829   -1.9677   -4.3075   -0.9577    0.1638    6.7115    3.0660    1.0050    2.1377    0.2024    0.1642    5.4691    1.5016
-#> 198:    93.3016   -5.8771   -1.9885   -4.3241   -0.9605    0.1562    6.4722    3.0381    0.9727    2.2053    0.1975    0.1683    5.3434    1.4885
-#> 199:    93.2464   -5.8787   -1.9871   -4.3430   -0.9528    0.1751    4.5894    3.0445    0.9748    2.2247    0.1886    0.1780    5.4469    1.4405
-#> 200:    93.3474   -5.7995   -1.9767   -4.3298   -0.9480    0.1947    4.7024    2.8535    0.9895    2.2234    0.1951    0.2012    5.5130    1.4641
-#> 201:    93.3231   -5.8169   -1.9737   -4.3268   -0.9510    0.1804    4.4248    2.8913    0.9738    2.2141    0.1955    0.2057    5.5422    1.4843
-#> 202:    93.3484   -5.8009   -1.9732   -4.3240   -0.9519    0.1674    4.4068    2.8084    0.9736    2.2040    0.1959    0.2033    5.5843    1.4744
-#> 203:    93.2617   -5.7915   -1.9678   -4.3211   -0.9535    0.1629    4.5333    2.7678    0.9877    2.1980    0.1961    0.2023    5.6265    1.4811
-#> 204:    93.2210   -5.8071   -1.9647   -4.3220   -0.9504    0.1629    4.6144    2.8347    0.9922    2.1938    0.1937    0.2013    5.5745    1.4988
-#> 205:    93.1914   -5.8104   -1.9667   -4.3225   -0.9484    0.1593    4.5880    2.8639    0.9931    2.1952    0.1916    0.1979    5.5960    1.5057
-#> 206:    93.1827   -5.8348   -1.9697   -4.3236   -0.9498    0.1587    4.7189    3.0353    0.9929    2.2016    0.1922    0.1947    5.6096    1.5136
-#> 207:    93.2017   -5.8760   -1.9714   -4.3239   -0.9518    0.1592    4.8171    3.2659    0.9947    2.2042    0.1927    0.1910    5.6413    1.5078
-#> 208:    93.2226   -5.8819   -1.9736   -4.3261   -0.9532    0.1610    4.8241    3.2964    0.9957    2.2122    0.1938    0.1878    5.6704    1.5031
-#> 209:    93.2158   -5.8786   -1.9743   -4.3278   -0.9538    0.1595    4.6275    3.2763    0.9963    2.2279    0.1950    0.1848    5.6758    1.5038
-#> 210:    93.2216   -5.8798   -1.9746   -4.3286   -0.9535    0.1589    4.5667    3.2857    0.9974    2.2473    0.1948    0.1834    5.6707    1.5054
-#> 211:    93.2238   -5.8847   -1.9763   -4.3302   -0.9530    0.1591    4.5745    3.2932    0.9956    2.2576    0.1948    0.1823    5.6691    1.4990
-#> 212:    93.2242   -5.8893   -1.9777   -4.3323   -0.9532    0.1600    4.6203    3.2955    0.9938    2.2704    0.1958    0.1814    5.6732    1.4994
-#> 213:    93.2246   -5.8950   -1.9756   -4.3345   -0.9532    0.1588    4.7363    3.3106    0.9894    2.2864    0.1960    0.1791    5.6401    1.5015
-#> 214:    93.2056   -5.9070   -1.9740   -4.3368   -0.9532    0.1586    4.7814    3.3538    0.9888    2.3047    0.1960    0.1761    5.6265    1.5008
-#> 215:    93.2126   -5.9157   -1.9720   -4.3405   -0.9533    0.1580    4.9117    3.3916    0.9890    2.3191    0.1959    0.1742    5.6054    1.5015
-#> 216:    93.2161   -5.9242   -1.9716   -4.3423   -0.9533    0.1594    5.0163    3.4425    0.9897    2.3291    0.1959    0.1739    5.5975    1.5005
-#> 217:    93.2193   -5.9351   -1.9715   -4.3445   -0.9537    0.1614    4.9927    3.5085    0.9905    2.3309    0.1957    0.1739    5.5905    1.5024
-#> 218:    93.1973   -5.9314   -1.9725   -4.3479   -0.9548    0.1640    5.0502    3.4902    0.9918    2.3344    0.1952    0.1740    5.5909    1.5046
-#> 219:    93.1938   -5.9312   -1.9729   -4.3508   -0.9539    0.1664    5.0446    3.4901    0.9922    2.3365    0.1949    0.1746    5.5808    1.5046
-#> 220:    93.1994   -5.9424   -1.9734   -4.3531   -0.9536    0.1683    5.0462    3.5593    0.9917    2.3370    0.1945    0.1754    5.5831    1.5055
-#> 221:    93.2015   -5.9511   -1.9746   -4.3550   -0.9537    0.1702    5.1062    3.6002    0.9899    2.3368    0.1945    0.1762    5.5731    1.5043
-#> 222:    93.2057   -5.9653   -1.9756   -4.3571   -0.9541    0.1718    5.1727    3.6876    0.9886    2.3364    0.1943    0.1776    5.5813    1.5047
-#> 223:    93.1998   -5.9723   -1.9761   -4.3592   -0.9540    0.1726    5.1866    3.7239    0.9871    2.3428    0.1940    0.1791    5.5702    1.5047
-#> 224:    93.2042   -5.9799   -1.9768   -4.3615   -0.9540    0.1734    5.1516    3.7613    0.9849    2.3531    0.1934    0.1809    5.5705    1.5039
-#> 225:    93.1974   -5.9813   -1.9776   -4.3648   -0.9540    0.1740    5.1225    3.7676    0.9840    2.3663    0.1929    0.1834    5.5698    1.5030
-#> 226:    93.1963   -5.9807   -1.9777   -4.3679   -0.9535    0.1751    5.1632    3.7694    0.9839    2.3785    0.1927    0.1850    5.5676    1.5069
-#> 227:    93.1912   -5.9740   -1.9783   -4.3707   -0.9533    0.1768    5.1987    3.7421    0.9835    2.3931    0.1922    0.1855    5.5597    1.5091
-#> 228:    93.1902   -5.9799   -1.9792   -4.3745   -0.9533    0.1784    5.2070    3.7641    0.9825    2.4134    0.1917    0.1861    5.5502    1.5086
-#> 229:    93.1903   -5.9894   -1.9805   -4.3792   -0.9533    0.1796    5.2398    3.8109    0.9812    2.4382    0.1910    0.1870    5.5486    1.5075
-#> 230:    93.1833   -5.9946   -1.9816   -4.3836   -0.9530    0.1814    5.2357    3.8346    0.9800    2.4614    0.1904    0.1883    5.5515    1.5065
-#> 231:    93.1740   -6.0001   -1.9834   -4.3871   -0.9528    0.1833    5.2848    3.8635    0.9783    2.4814    0.1898    0.1893    5.5526    1.5057
-#> 232:    93.1581   -6.0071   -1.9852   -4.3904   -0.9523    0.1857    5.3056    3.8967    0.9766    2.5002    0.1891    0.1904    5.5571    1.5057
-#> 233:    93.1417   -6.0131   -1.9865   -4.3933   -0.9517    0.1869    5.3290    3.9227    0.9745    2.5129    0.1885    0.1909    5.5609    1.5069
-#> 234:    93.1245   -6.0198   -1.9878   -4.3961   -0.9514    0.1880    5.3062    3.9567    0.9731    2.5269    0.1886    0.1916    5.5645    1.5074
-#> 235:    93.1084   -6.0269   -1.9885   -4.3985   -0.9514    0.1892    5.3213    3.9969    0.9729    2.5390    0.1887    0.1931    5.5722    1.5065
-#> 236:    93.1037   -6.0382   -1.9897   -4.4009   -0.9517    0.1899    5.3601    4.0674    0.9744    2.5501    0.1886    0.1949    5.5811    1.5066
-#> 237:    93.0989   -6.0432   -1.9906   -4.4031   -0.9518    0.1909    5.3744    4.0877    0.9755    2.5623    0.1885    0.1964    5.5890    1.5051
-#> 238:    93.0932   -6.0433   -1.9912   -4.4041   -0.9521    0.1915    5.4192    4.0775    0.9772    2.5698    0.1886    0.1980    5.5980    1.5029
-#> 239:    93.0943   -6.0475   -1.9913   -4.4056   -0.9520    0.1921    5.4483    4.0960    0.9792    2.5785    0.1888    0.1997    5.5999    1.5011
-#> 240:    93.0904   -6.0498   -1.9909   -4.4070   -0.9520    0.1925    5.4921    4.1095    0.9814    2.5867    0.1887    0.2011    5.5974    1.5013
-#> 241:    93.0883   -6.0508   -1.9910   -4.4086   -0.9520    0.1931    5.5503    4.1140    0.9827    2.5966    0.1887    0.2023    5.6049    1.4997
-#> 242:    93.0884   -6.0487   -1.9916   -4.4102   -0.9517    0.1940    5.5634    4.1021    0.9831    2.6059    0.1886    0.2039    5.6116    1.5005
-#> 243:    93.0836   -6.0466   -1.9920   -4.4123   -0.9517    0.1950    5.5786    4.0878    0.9837    2.6204    0.1887    0.2054    5.6217    1.5000
-#> 244:    93.0756   -6.0477   -1.9926   -4.4149   -0.9517    0.1956    5.5827    4.0904    0.9843    2.6385    0.1887    0.2070    5.6306    1.4995
-#> 245:    93.0664   -6.0533   -1.9930   -4.4174   -0.9514    0.1963    5.6228    4.1208    0.9857    2.6549    0.1888    0.2086    5.6346    1.4996
-#> 246:    93.0643   -6.0543   -1.9931   -4.4200   -0.9511    0.1969    5.6236    4.1257    0.9872    2.6735    0.1886    0.2096    5.6381    1.4989
-#> 247:    93.0631   -6.0568   -1.9929   -4.4227   -0.9511    0.1974    5.6045    4.1389    0.9889    2.6910    0.1886    0.2107    5.6408    1.4984
-#> 248:    93.0636   -6.0567   -1.9924   -4.4264   -0.9513    0.1974    5.6016    4.1412    0.9906    2.7225    0.1886    0.2117    5.6424    1.4992
-#> 249:    93.0727   -6.0560   -1.9920   -4.4302   -0.9514    0.1973    5.6088    4.1383    0.9922    2.7584    0.1885    0.2125    5.6441    1.4992
-#> 250:    93.0865   -6.0551   -1.9915   -4.4337   -0.9512    0.1973    5.6127    4.1386    0.9941    2.7852    0.1884    0.2135    5.6522    1.4977
-#> 251:    93.0887   -6.0551   -1.9910   -4.4364   -0.9511    0.1967    5.5869    4.1455    0.9964    2.8060    0.1883    0.2146    5.6561    1.4968
-#> 252:    93.0877   -6.0522   -1.9904   -4.4376   -0.9511    0.1964    5.5778    4.1346    0.9987    2.8151    0.1883    0.2155    5.6583    1.4964
-#> 253:    93.0843   -6.0518   -1.9897   -4.4391   -0.9512    0.1961    5.5948    4.1323    1.0011    2.8253    0.1884    0.2164    5.6588    1.4972
-#> 254:    93.0818   -6.0518   -1.9896   -4.4399   -0.9512    0.1957    5.6122    4.1352    1.0016    2.8319    0.1882    0.2169    5.6573    1.4991
-#> 255:    93.0838   -6.0524   -1.9895   -4.4401   -0.9514    0.1954    5.6310    4.1366    1.0025    2.8408    0.1880    0.2174    5.6584    1.4996
-#> 256:    93.0850   -6.0579   -1.9892   -4.4400   -0.9515    0.1948    5.6526    4.1752    1.0043    2.8482    0.1879    0.2181    5.6611    1.4979
-#> 257:    93.0868   -6.0600   -1.9890   -4.4391   -0.9517    0.1940    5.6742    4.1941    1.0055    2.8499    0.1878    0.2189    5.6649    1.4985
-#> 258:    93.0873   -6.0606   -1.9888   -4.4391   -0.9518    0.1932    5.7088    4.2037    1.0066    2.8552    0.1877    0.2196    5.6668    1.4983
-#> 259:    93.0912   -6.0650   -1.9882   -4.4377   -0.9519    0.1925    5.7494    4.2300    1.0080    2.8537    0.1877    0.2204    5.6729    1.4977
-#> 260:    93.0964   -6.0699   -1.9874   -4.4362   -0.9519    0.1918    5.7609    4.2588    1.0100    2.8513    0.1877    0.2212    5.6792    1.4974
-#> 261:    93.1014   -6.0737   -1.9866   -4.4350   -0.9522    0.1913    5.7971    4.2807    1.0115    2.8496    0.1877    0.2220    5.6812    1.4969
-#> 262:    93.1064   -6.0734   -1.9859   -4.4346   -0.9526    0.1909    5.7936    4.2719    1.0129    2.8505    0.1877    0.2228    5.6824    1.4958
-#> 263:    93.1092   -6.0783   -1.9850   -4.4344   -0.9530    0.1906    5.8078    4.2973    1.0141    2.8525    0.1879    0.2233    5.6815    1.4954
-#> 264:    93.1128   -6.0830   -1.9842   -4.4338   -0.9535    0.1901    5.8245    4.3273    1.0146    2.8527    0.1880    0.2237    5.6768    1.4958
-#> 265:    93.1198   -6.0874   -1.9834   -4.4331   -0.9541    0.1895    5.8467    4.3490    1.0149    2.8522    0.1880    0.2238    5.6693    1.4965
-#> 266:    93.1284   -6.0890   -1.9828   -4.4327   -0.9546    0.1888    5.8350    4.3488    1.0149    2.8513    0.1881    0.2239    5.6650    1.4970
-#> 267:    93.1380   -6.0926   -1.9819   -4.4326   -0.9549    0.1883    5.8440    4.3677    1.0156    2.8526    0.1883    0.2240    5.6609    1.4974
-#> 268:    93.1480   -6.0915   -1.9810   -4.4321   -0.9552    0.1873    5.8565    4.3552    1.0163    2.8522    0.1886    0.2238    5.6537    1.4990
-#> 269:    93.1539   -6.0910   -1.9803   -4.4314   -0.9556    0.1866    5.8709    4.3438    1.0179    2.8503    0.1888    0.2237    5.6495    1.4989
-#> 270:    93.1620   -6.0898   -1.9798   -4.4311   -0.9561    0.1861    5.8678    4.3301    1.0197    2.8507    0.1890    0.2235    5.6466    1.4984
-#> 271:    93.1668   -6.0881   -1.9792   -4.4305   -0.9565    0.1857    5.8508    4.3147    1.0209    2.8487    0.1891    0.2234    5.6487    1.4997
-#> 272:    93.1725   -6.0848   -1.9787   -4.4300   -0.9569    0.1855    5.8431    4.2948    1.0217    2.8474    0.1894    0.2233    5.6488    1.5000
-#> 273:    93.1770   -6.0809   -1.9783   -4.4297   -0.9572    0.1850    5.8432    4.2739    1.0227    2.8470    0.1897    0.2235    5.6497    1.5000
-#> 274:    93.1797   -6.0774   -1.9776   -4.4299   -0.9574    0.1846    5.8549    4.2532    1.0243    2.8494    0.1901    0.2235    5.6511    1.5003
-#> 275:    93.1829   -6.0759   -1.9774   -4.4303   -0.9578    0.1845    5.8633    4.2387    1.0255    2.8514    0.1906    0.2234    5.6561    1.5010
-#> 276:    93.1846   -6.0764   -1.9771   -4.4303   -0.9581    0.1845    5.8738    4.2322    1.0267    2.8523    0.1911    0.2232    5.6554    1.5020
-#> 277:    93.1880   -6.0792   -1.9768   -4.4305   -0.9584    0.1844    5.8980    4.2423    1.0278    2.8541    0.1915    0.2229    5.6586    1.5019
-#> 278:    93.1920   -6.0791   -1.9766   -4.4307   -0.9586    0.1841    5.9368    4.2391    1.0289    2.8559    0.1919    0.2226    5.6600    1.5024
-#> 279:    93.1892   -6.0786   -1.9766   -4.4310   -0.9586    0.1839    5.9822    4.2309    1.0300    2.8584    0.1925    0.2226    5.6642    1.5015
-#> 280:    93.1868   -6.0782   -1.9765   -4.4311   -0.9587    0.1836    6.0381    4.2253    1.0311    2.8616    0.1930    0.2227    5.6686    1.5008
-#> 281:    93.1805   -6.0781   -1.9764   -4.4309   -0.9586    0.1832    6.0718    4.2228    1.0325    2.8626    0.1936    0.2227    5.6741    1.5002
-#> 282:    93.1780   -6.0768   -1.9762   -4.4318   -0.9585    0.1829    6.0867    4.2160    1.0341    2.8701    0.1941    0.2228    5.6740    1.4998
-#> 283:    93.1777   -6.0736   -1.9760   -4.4325   -0.9583    0.1825    6.1250    4.2003    1.0355    2.8768    0.1946    0.2228    5.6761    1.5010
-#> 284:    93.1745   -6.0726   -1.9757   -4.4337   -0.9582    0.1823    6.1509    4.1975    1.0370    2.8843    0.1951    0.2227    5.6764    1.5009
-#> 285:    93.1742   -6.0719   -1.9755   -4.4348   -0.9579    0.1820    6.1652    4.1936    1.0381    2.8910    0.1954    0.2225    5.6773    1.5011
-#> 286:    93.1706   -6.0698   -1.9754   -4.4356   -0.9576    0.1818    6.1840    4.1844    1.0394    2.8966    0.1958    0.2224    5.6780    1.5011
-#> 287:    93.1672   -6.0678   -1.9752   -4.4370   -0.9573    0.1816    6.2123    4.1767    1.0400    2.9079    0.1963    0.2224    5.6757    1.5015
-#> 288:    93.1628   -6.0658   -1.9753   -4.4379   -0.9572    0.1815    6.2355    4.1700    1.0407    2.9150    0.1967    0.2223    5.6742    1.5013
-#> 289:    93.1588   -6.0628   -1.9753   -4.4389   -0.9569    0.1818    6.2435    4.1565    1.0416    2.9217    0.1969    0.2218    5.6777    1.5007
-#> 290:    93.1560   -6.0590   -1.9754   -4.4399   -0.9565    0.1820    6.2564    4.1394    1.0425    2.9291    0.1971    0.2214    5.6778    1.5006
-#> 291:    93.1552   -6.0555   -1.9754   -4.4409   -0.9562    0.1821    6.2753    4.1246    1.0435    2.9375    0.1973    0.2210    5.6779    1.5009
-#> 292:    93.1546   -6.0541   -1.9754   -4.4415   -0.9558    0.1820    6.2881    4.1183    1.0444    2.9414    0.1975    0.2205    5.6762    1.5006
-#> 293:    93.1506   -6.0535   -1.9756   -4.4424   -0.9555    0.1821    6.2856    4.1182    1.0454    2.9474    0.1976    0.2200    5.6770    1.4994
-#> 294:    93.1453   -6.0520   -1.9758   -4.4424   -0.9553    0.1819    6.2733    4.1124    1.0463    2.9487    0.1979    0.2195    5.6792    1.4985
-#> 295:    93.1431   -6.0487   -1.9760   -4.4421   -0.9551    0.1820    6.2655    4.1009    1.0469    2.9498    0.1982    0.2190    5.6797    1.4989
-#> 296:    93.1425   -6.0460   -1.9760   -4.4432   -0.9548    0.1818    6.2801    4.0912    1.0478    2.9566    0.1984    0.2185    5.6795    1.4989
-#> 297:    93.1403   -6.0442   -1.9761   -4.4440   -0.9545    0.1818    6.2979    4.0836    1.0485    2.9626    0.1987    0.2182    5.6783    1.4978
-#> 298:    93.1400   -6.0438   -1.9763   -4.4440   -0.9543    0.1817    6.3069    4.0842    1.0492    2.9646    0.1989    0.2178    5.6783    1.4968
-#> 299:    93.1373   -6.0426   -1.9764   -4.4445   -0.9540    0.1813    6.3134    4.0790    1.0505    2.9694    0.1991    0.2175    5.6800    1.4953
-#> 300:    93.1340   -6.0412   -1.9764   -4.4450   -0.9538    0.1811    6.3192    4.0731    1.0516    2.9744    0.1993    0.2171    5.6782    1.4938
-#> 301:    93.1330   -6.0402   -1.9766   -4.4455   -0.9535    0.1808    6.3278    4.0685    1.0531    2.9784    0.1996    0.2167    5.6819    1.4925
-#> 302:    93.1308   -6.0402   -1.9768   -4.4457   -0.9534    0.1806    6.3417    4.0684    1.0549    2.9813    0.1998    0.2163    5.6824    1.4905
-#> 303:    93.1294   -6.0373   -1.9769   -4.4459   -0.9532    0.1804    6.3489    4.0538    1.0565    2.9838    0.2000    0.2159    5.6841    1.4890
-#> 304:    93.1304   -6.0345   -1.9771   -4.4461   -0.9530    0.1801    6.3543    4.0409    1.0581    2.9859    0.2002    0.2155    5.6869    1.4875
-#> 305:    93.1287   -6.0319   -1.9772   -4.4463   -0.9528    0.1800    6.3496    4.0293    1.0597    2.9882    0.2003    0.2151    5.6902    1.4867
-#> 306:    93.1261   -6.0301   -1.9775   -4.4474   -0.9527    0.1802    6.3479    4.0231    1.0614    2.9989    0.2003    0.2145    5.6963    1.4856
-#> 307:    93.1232   -6.0284   -1.9777   -4.4479   -0.9526    0.1802    6.3507    4.0135    1.0629    3.0036    0.2004    0.2141    5.6987    1.4849
-#> 308:    93.1192   -6.0264   -1.9779   -4.4483   -0.9524    0.1802    6.3641    4.0019    1.0644    3.0084    0.2004    0.2135    5.6991    1.4837
-#> 309:    93.1137   -6.0253   -1.9783   -4.4487   -0.9522    0.1803    6.3579    3.9953    1.0658    3.0133    0.2004    0.2130    5.7035    1.4826
-#> 310:    93.1100   -6.0223   -1.9787   -4.4489   -0.9520    0.1804    6.3423    3.9800    1.0665    3.0171    0.2005    0.2126    5.7061    1.4822
-#> 311:    93.1044   -6.0215   -1.9791   -4.4496   -0.9517    0.1804    6.3365    3.9744    1.0675    3.0251    0.2005    0.2121    5.7092    1.4816
-#> 312:    93.1006   -6.0206   -1.9795   -4.4501   -0.9516    0.1806    6.3317    3.9681    1.0688    3.0321    0.2006    0.2115    5.7128    1.4805
-#> 313:    93.0951   -6.0194   -1.9797   -4.4499   -0.9516    0.1805    6.3297    3.9609    1.0702    3.0333    0.2008    0.2109    5.7137    1.4805
-#> 314:    93.0922   -6.0192   -1.9800   -4.4497   -0.9515    0.1804    6.3486    3.9570    1.0715    3.0345    0.2009    0.2104    5.7144    1.4800
-#> 315:    93.0883   -6.0186   -1.9804   -4.4495   -0.9515    0.1803    6.3712    3.9528    1.0726    3.0351    0.2011    0.2100    5.7156    1.4794
-#> 316:    93.0808   -6.0182   -1.9808   -4.4492   -0.9514    0.1802    6.3979    3.9483    1.0738    3.0345    0.2013    0.2097    5.7164    1.4792
-#> 317:    93.0758   -6.0174   -1.9813   -4.4487   -0.9513    0.1801    6.4377    3.9428    1.0747    3.0327    0.2015    0.2094    5.7175    1.4787
-#> 318:    93.0713   -6.0166   -1.9816   -4.4484   -0.9513    0.1801    6.4856    3.9375    1.0757    3.0316    0.2017    0.2091    5.7197    1.4778
-#> 319:    93.0659   -6.0176   -1.9819   -4.4482   -0.9511    0.1800    6.5263    3.9425    1.0768    3.0313    0.2018    0.2088    5.7218    1.4772
-#> 320:    93.0607   -6.0165   -1.9822   -4.4484   -0.9510    0.1798    6.5554    3.9372    1.0777    3.0329    0.2019    0.2087    5.7236    1.4771
-#> 321:    93.0551   -6.0145   -1.9825   -4.4487   -0.9509    0.1797    6.5844    3.9275    1.0787    3.0368    0.2021    0.2085    5.7256    1.4766
-#> 322:    93.0531   -6.0130   -1.9827   -4.4491   -0.9507    0.1797    6.6073    3.9201    1.0797    3.0400    0.2021    0.2082    5.7250    1.4759
-#> 323:    93.0477   -6.0123   -1.9828   -4.4493   -0.9506    0.1794    6.6255    3.9149    1.0804    3.0420    0.2021    0.2080    5.7249    1.4756
-#> 324:    93.0425   -6.0107   -1.9829   -4.4498   -0.9504    0.1792    6.6282    3.9060    1.0813    3.0457    0.2022    0.2078    5.7250    1.4754
-#> 325:    93.0389   -6.0090   -1.9830   -4.4504   -0.9503    0.1792    6.6252    3.8965    1.0819    3.0496    0.2022    0.2077    5.7246    1.4749
-#> 326:    93.0411   -6.0093   -1.9832   -4.4509   -0.9503    0.1795    6.6358    3.8976    1.0827    3.0516    0.2022    0.2076    5.7248    1.4738
-#> 327:    93.0418   -6.0095   -1.9834   -4.4514   -0.9503    0.1797    6.6415    3.8962    1.0834    3.0533    0.2022    0.2075    5.7237    1.4737
-#> 328:    93.0434   -6.0093   -1.9835   -4.4520   -0.9503    0.1798    6.6621    3.8957    1.0841    3.0550    0.2022    0.2074    5.7247    1.4731
-#> 329:    93.0446   -6.0109   -1.9836   -4.4522   -0.9503    0.1798    6.6763    3.9048    1.0847    3.0543    0.2022    0.2072    5.7259    1.4725
-#> 330:    93.0451   -6.0133   -1.9838   -4.4518   -0.9503    0.1799    6.6859    3.9192    1.0852    3.0521    0.2022    0.2070    5.7252    1.4719
-#> 331:    93.0456   -6.0136   -1.9838   -4.4516   -0.9503    0.1799    6.6773    3.9217    1.0858    3.0505    0.2022    0.2067    5.7250    1.4715
-#> 332:    93.0463   -6.0133   -1.9839   -4.4515   -0.9504    0.1799    6.6560    3.9195    1.0863    3.0494    0.2022    0.2063    5.7255    1.4710
-#> 333:    93.0496   -6.0122   -1.9839   -4.4513   -0.9505    0.1800    6.6484    3.9134    1.0869    3.0474    0.2022    0.2060    5.7253    1.4705
-#> 334:    93.0520   -6.0105   -1.9838   -4.4513   -0.9505    0.1801    6.6314    3.9035    1.0877    3.0462    0.2022    0.2056    5.7259    1.4702
-#> 335:    93.0550   -6.0088   -1.9836   -4.4510   -0.9507    0.1800    6.6194    3.8941    1.0887    3.0451    0.2022    0.2051    5.7263    1.4702
-#> 336:    93.0554   -6.0081   -1.9834   -4.4509   -0.9508    0.1800    6.6100    3.8896    1.0896    3.0444    0.2022    0.2048    5.7266    1.4705
-#> 337:    93.0582   -6.0067   -1.9832   -4.4507   -0.9509    0.1800    6.6089    3.8805    1.0904    3.0445    0.2021    0.2044    5.7260    1.4706
-#> 338:    93.0631   -6.0073   -1.9831   -4.4507   -0.9511    0.1801    6.5993    3.8798    1.0908    3.0443    0.2021    0.2040    5.7250    1.4711
-#> 339:    93.0689   -6.0071   -1.9831   -4.4508   -0.9513    0.1803    6.5976    3.8749    1.0911    3.0442    0.2021    0.2037    5.7240    1.4714
-#> 340:    93.0694   -6.0085   -1.9831   -4.4507   -0.9516    0.1804    6.5915    3.8779    1.0914    3.0436    0.2022    0.2032    5.7227    1.4711
-#> 341:    93.0709   -6.0097   -1.9830   -4.4508   -0.9518    0.1804    6.5862    3.8803    1.0915    3.0429    0.2023    0.2026    5.7213    1.4715
-#> 342:    93.0741   -6.0104   -1.9829   -4.4507   -0.9521    0.1804    6.5894    3.8812    1.0918    3.0417    0.2024    0.2022    5.7204    1.4714
-#> 343:    93.0781   -6.0122   -1.9829   -4.4505   -0.9523    0.1804    6.5907    3.8870    1.0921    3.0410    0.2024    0.2016    5.7202    1.4712
-#> 344:    93.0818   -6.0134   -1.9829   -4.4503   -0.9525    0.1804    6.5908    3.8895    1.0926    3.0400    0.2025    0.2011    5.7182    1.4712
-#> 345:    93.0850   -6.0148   -1.9829   -4.4500   -0.9528    0.1806    6.5984    3.8931    1.0926    3.0387    0.2026    0.2006    5.7169    1.4712
-#> 346:    93.0849   -6.0155   -1.9831   -4.4502   -0.9529    0.1807    6.6079    3.8986    1.0931    3.0401    0.2028    0.2002    5.7172    1.4716
-#> 347:    93.0859   -6.0161   -1.9832   -4.4503   -0.9530    0.1809    6.6307    3.9028    1.0941    3.0404    0.2029    0.1998    5.7170    1.4712
-#> 348:    93.0885   -6.0173   -1.9833   -4.4503   -0.9532    0.1809    6.6470    3.9096    1.0951    3.0404    0.2030    0.1993    5.7174    1.4708
-#> 349:    93.0894   -6.0189   -1.9835   -4.4503   -0.9534    0.1810    6.6443    3.9190    1.0955    3.0410    0.2031    0.1989    5.7175    1.4707
-#> 350:    93.0924   -6.0196   -1.9836   -4.4502   -0.9535    0.1813    6.6543    3.9218    1.0957    3.0409    0.2032    0.1983    5.7182    1.4705
-#> 351:    93.0938   -6.0203   -1.9838   -4.4503   -0.9536    0.1814    6.6630    3.9233    1.0963    3.0417    0.2032    0.1977    5.7189    1.4703
-#> 352:    93.0946   -6.0210   -1.9838   -4.4505   -0.9537    0.1816    6.6698    3.9263    1.0968    3.0432    0.2033    0.1973    5.7196    1.4701
-#> 353:    93.0969   -6.0214   -1.9839   -4.4505   -0.9538    0.1818    6.6837    3.9270    1.0973    3.0442    0.2034    0.1968    5.7199    1.4701
-#> 354:    93.1014   -6.0199   -1.9839   -4.4504   -0.9539    0.1817    6.7040    3.9204    1.0978    3.0438    0.2034    0.1962    5.7191    1.4703
-#> 355:    93.1035   -6.0197   -1.9838   -4.4502   -0.9539    0.1816    6.7119    3.9222    1.0983    3.0433    0.2034    0.1957    5.7194    1.4706
-#> 356:    93.1055   -6.0198   -1.9839   -4.4496   -0.9539    0.1815    6.7302    3.9277    1.0989    3.0409    0.2035    0.1952    5.7206    1.4707
-#> 357:    93.1080   -6.0188   -1.9837   -4.4490   -0.9540    0.1813    6.7558    3.9243    1.0997    3.0386    0.2035    0.1948    5.7217    1.4706
-#> 358:    93.1111   -6.0182   -1.9835   -4.4484   -0.9541    0.1812    6.7733    3.9204    1.1005    3.0365    0.2035    0.1944    5.7209    1.4700
-#> 359:    93.1148   -6.0175   -1.9834   -4.4481   -0.9542    0.1811    6.7997    3.9151    1.1012    3.0355    0.2035    0.1940    5.7191    1.4696
-#> 360:    93.1157   -6.0176   -1.9832   -4.4478   -0.9543    0.1810    6.8133    3.9155    1.1017    3.0340    0.2035    0.1937    5.7158    1.4691
-#> 361:    93.1169   -6.0185   -1.9830   -4.4476   -0.9544    0.1808    6.8098    3.9232    1.1022    3.0328    0.2035    0.1934    5.7143    1.4690
-#> 362:    93.1173   -6.0205   -1.9829   -4.4472   -0.9545    0.1805    6.8125    3.9361    1.1024    3.0319    0.2035    0.1931    5.7137    1.4693
-#> 363:    93.1162   -6.0230   -1.9828   -4.4467   -0.9545    0.1801    6.8240    3.9524    1.1025    3.0312    0.2035    0.1928    5.7125    1.4695
-#> 364:    93.1173   -6.0240   -1.9826   -4.4464   -0.9546    0.1799    6.8341    3.9575    1.1027    3.0307    0.2035    0.1924    5.7092    1.4695
-#> 365:    93.1199   -6.0259   -1.9824   -4.4462   -0.9547    0.1796    6.8476    3.9687    1.1028    3.0316    0.2036    0.1920    5.7073    1.4695
-#> 366:    93.1220   -6.0277   -1.9821   -4.4461   -0.9548    0.1793    6.8542    3.9777    1.1032    3.0319    0.2037    0.1916    5.7060    1.4694
-#> 367:    93.1230   -6.0287   -1.9819   -4.4460   -0.9548    0.1791    6.8633    3.9829    1.1038    3.0331    0.2038    0.1914    5.7056    1.4693
-#> 368:    93.1255   -6.0276   -1.9816   -4.4459   -0.9549    0.1789    6.8734    3.9764    1.1038    3.0341    0.2038    0.1912    5.7050    1.4695
-#> 369:    93.1258   -6.0263   -1.9814   -4.4461   -0.9549    0.1787    6.8756    3.9698    1.1039    3.0357    0.2039    0.1910    5.7031    1.4697
-#> 370:    93.1288   -6.0252   -1.9811   -4.4463   -0.9548    0.1785    6.8892    3.9639    1.1039    3.0375    0.2040    0.1909    5.7029    1.4701
-#> 371:    93.1317   -6.0245   -1.9810   -4.4467   -0.9548    0.1784    6.8974    3.9601    1.1037    3.0391    0.2040    0.1907    5.7037    1.4700
-#> 372:    93.1346   -6.0233   -1.9811   -4.4465   -0.9548    0.1781    6.9042    3.9536    1.1035    3.0386    0.2040    0.1905    5.7038    1.4700
-#> 373:    93.1340   -6.0234   -1.9810   -4.4461   -0.9547    0.1778    6.9034    3.9548    1.1034    3.0371    0.2039    0.1903    5.7040    1.4698
-#> 374:    93.1324   -6.0230   -1.9811   -4.4456   -0.9547    0.1775    6.9080    3.9527    1.1034    3.0349    0.2038    0.1901    5.7055    1.4691
-#> 375:    93.1309   -6.0226   -1.9812   -4.4451   -0.9546    0.1773    6.9093    3.9493    1.1034    3.0334    0.2037    0.1899    5.7063    1.4683
-#> 376:    93.1298   -6.0215   -1.9811   -4.4447   -0.9546    0.1770    6.9039    3.9432    1.1035    3.0319    0.2036    0.1897    5.7064    1.4678
-#> 377:    93.1296   -6.0209   -1.9811   -4.4443   -0.9546    0.1768    6.8932    3.9390    1.1036    3.0305    0.2035    0.1895    5.7056    1.4672
-#> 378:    93.1292   -6.0200   -1.9810   -4.4438   -0.9545    0.1764    6.8850    3.9349    1.1037    3.0288    0.2034    0.1892    5.7068    1.4667
-#> 379:    93.1284   -6.0196   -1.9808   -4.4432   -0.9544    0.1760    6.8766    3.9318    1.1038    3.0266    0.2033    0.1890    5.7072    1.4665
-#> 380:    93.1304   -6.0182   -1.9806   -4.4425   -0.9543    0.1756    6.8737    3.9249    1.1040    3.0236    0.2033    0.1888    5.7074    1.4662
-#> 381:    93.1315   -6.0169   -1.9804   -4.4417   -0.9542    0.1754    6.8707    3.9193    1.1040    3.0210    0.2032    0.1886    5.7066    1.4661
-#> 382:    93.1331   -6.0160   -1.9801   -4.4409   -0.9542    0.1750    6.8645    3.9150    1.1040    3.0187    0.2032    0.1885    5.7063    1.4664
-#> 383:    93.1334   -6.0153   -1.9800   -4.4403   -0.9542    0.1746    6.8599    3.9123    1.1037    3.0167    0.2032    0.1882    5.7074    1.4665
-#> 384:    93.1328   -6.0140   -1.9801   -4.4397   -0.9540    0.1742    6.8600    3.9074    1.1034    3.0149    0.2031    0.1879    5.7072    1.4667
-#> 385:    93.1306   -6.0137   -1.9801   -4.4392   -0.9539    0.1739    6.8449    3.9073    1.1031    3.0137    0.2030    0.1876    5.7084    1.4665
-#> 386:    93.1281   -6.0134   -1.9801   -4.4388   -0.9539    0.1735    6.8356    3.9088    1.1028    3.0123    0.2029    0.1872    5.7087    1.4667
-#> 387:    93.1267   -6.0141   -1.9801   -4.4384   -0.9537    0.1732    6.8364    3.9150    1.1025    3.0110    0.2028    0.1869    5.7101    1.4669
-#> 388:    93.1252   -6.0142   -1.9801   -4.4380   -0.9536    0.1730    6.8374    3.9192    1.1022    3.0097    0.2028    0.1866    5.7110    1.4670
-#> 389:    93.1223   -6.0140   -1.9801   -4.4375   -0.9535    0.1728    6.8334    3.9209    1.1019    3.0083    0.2028    0.1862    5.7105    1.4674
-#> 390:    93.1221   -6.0144   -1.9800   -4.4371   -0.9534    0.1726    6.8248    3.9256    1.1014    3.0068    0.2028    0.1859    5.7098    1.4675
-#> 391:    93.1210   -6.0149   -1.9799   -4.4365   -0.9533    0.1725    6.8339    3.9293    1.1011    3.0054    0.2028    0.1856    5.7109    1.4678
-#> 392:    93.1193   -6.0145   -1.9799   -4.4360   -0.9532    0.1724    6.8360    3.9279    1.1009    3.0040    0.2028    0.1852    5.7107    1.4678
-#> 393:    93.1200   -6.0149   -1.9799   -4.4357   -0.9532    0.1723    6.8461    3.9287    1.1005    3.0019    0.2028    0.1849    5.7100    1.4678
-#> 394:    93.1202   -6.0138   -1.9799   -4.4355   -0.9532    0.1723    6.8520    3.9229    1.1006    3.0003    0.2028    0.1846    5.7085    1.4679
-#> 395:    93.1203   -6.0134   -1.9800   -4.4354   -0.9532    0.1723    6.8583    3.9200    1.1005    2.9987    0.2027    0.1844    5.7072    1.4680
-#> 396:    93.1195   -6.0131   -1.9800   -4.4353   -0.9532    0.1724    6.8593    3.9169    1.1004    2.9969    0.2027    0.1842    5.7062    1.4676
-#> 397:    93.1195   -6.0130   -1.9801   -4.4352   -0.9532    0.1724    6.8591    3.9143    1.1004    2.9958    0.2027    0.1839    5.7046    1.4675
-#> 398:    93.1200   -6.0128   -1.9801   -4.4352   -0.9532    0.1725    6.8522    3.9125    1.1004    2.9945    0.2028    0.1836    5.7032    1.4675
-#> 399:    93.1200   -6.0135   -1.9803   -4.4351   -0.9531    0.1726    6.8471    3.9166    1.1003    2.9933    0.2028    0.1833    5.7032    1.4673
-#> 400:    93.1204   -6.0139   -1.9803   -4.4351   -0.9531    0.1727    6.8438    3.9191    1.1003    2.9918    0.2027    0.1832    5.7026    1.4671
-#> 401:    93.1198   -6.0139   -1.9804   -4.4351   -0.9530    0.1728    6.8373    3.9186    1.1004    2.9901    0.2027    0.1831    5.7015    1.4670
-#> 402:    93.1199   -6.0141   -1.9804   -4.4351   -0.9530    0.1729    6.8357    3.9194    1.1005    2.9882    0.2027    0.1830    5.7003    1.4671
-#> 403:    93.1196   -6.0155   -1.9804   -4.4350   -0.9530    0.1730    6.8285    3.9255    1.1007    2.9863    0.2026    0.1829    5.7001    1.4671
-#> 404:    93.1183   -6.0164   -1.9805   -4.4350   -0.9531    0.1732    6.8204    3.9308    1.1009    2.9843    0.2026    0.1829    5.7008    1.4670
-#> 405:    93.1178   -6.0161   -1.9805   -4.4350   -0.9532    0.1733    6.8205    3.9286    1.1012    2.9823    0.2025    0.1829    5.7013    1.4669
-#> 406:    93.1176   -6.0171   -1.9806   -4.4348   -0.9533    0.1735    6.8253    3.9319    1.1013    2.9801    0.2025    0.1828    5.7026    1.4666
-#> 407:    93.1168   -6.0185   -1.9807   -4.4348   -0.9533    0.1736    6.8290    3.9373    1.1015    2.9788    0.2024    0.1830    5.7033    1.4664
-#> 408:    93.1165   -6.0198   -1.9808   -4.4349   -0.9534    0.1738    6.8217    3.9428    1.1017    2.9773    0.2023    0.1830    5.7047    1.4663
-#> 409:    93.1165   -6.0210   -1.9809   -4.4350   -0.9534    0.1741    6.8208    3.9505    1.1019    2.9761    0.2021    0.1830    5.7055    1.4661
-#> 410:    93.1169   -6.0230   -1.9810   -4.4351   -0.9535    0.1745    6.8239    3.9617    1.1020    2.9751    0.2020    0.1829    5.7052    1.4658
-#> 411:    93.1166   -6.0237   -1.9811   -4.4353   -0.9536    0.1748    6.8234    3.9664    1.1020    2.9741    0.2019    0.1829    5.7043    1.4657
-#> 412:    93.1164   -6.0235   -1.9812   -4.4355   -0.9536    0.1751    6.8205    3.9643    1.1020    2.9735    0.2017    0.1827    5.7053    1.4654
-#> 413:    93.1182   -6.0232   -1.9814   -4.4356   -0.9537    0.1755    6.8133    3.9615    1.1020    2.9726    0.2016    0.1825    5.7070    1.4650
-#> 414:    93.1190   -6.0226   -1.9815   -4.4360   -0.9537    0.1760    6.8113    3.9578    1.1021    2.9726    0.2015    0.1825    5.7081    1.4648
-#> 415:    93.1183   -6.0226   -1.9817   -4.4364   -0.9538    0.1765    6.8081    3.9557    1.1021    2.9725    0.2014    0.1824    5.7085    1.4646
-#> 416:    93.1185   -6.0238   -1.9818   -4.4369   -0.9538    0.1768    6.8134    3.9617    1.1020    2.9734    0.2013    0.1822    5.7103    1.4645
-#> 417:    93.1190   -6.0245   -1.9819   -4.4373   -0.9540    0.1770    6.8164    3.9664    1.1022    2.9743    0.2012    0.1819    5.7102    1.4650
-#> 418:    93.1219   -6.0256   -1.9818   -4.4376   -0.9542    0.1773    6.8206    3.9710    1.1026    2.9745    0.2011    0.1816    5.7110    1.4655
-#> 419:    93.1255   -6.0261   -1.9817   -4.4381   -0.9543    0.1776    6.8183    3.9714    1.1030    2.9759    0.2010    0.1814    5.7134    1.4659
-#> 420:    93.1294   -6.0262   -1.9816   -4.4385   -0.9546    0.1779    6.8113    3.9704    1.1033    2.9768    0.2009    0.1810    5.7156    1.4666
-#> 421:    93.1319   -6.0259   -1.9815   -4.4392   -0.9547    0.1781    6.7989    3.9685    1.1036    2.9786    0.2008    0.1808    5.7171    1.4676
-#> 422:    93.1338   -6.0263   -1.9814   -4.4398   -0.9548    0.1783    6.7922    3.9681    1.1038    2.9806    0.2006    0.1808    5.7179    1.4681
-#> 423:    93.1353   -6.0266   -1.9813   -4.4406   -0.9550    0.1786    6.7868    3.9674    1.1040    2.9837    0.2006    0.1808    5.7181    1.4687
-#> 424:    93.1374   -6.0270   -1.9811   -4.4414   -0.9550    0.1787    6.7758    3.9674    1.1043    2.9866    0.2004    0.1807    5.7198    1.4693
-#> 425:    93.1383   -6.0270   -1.9811   -4.4420   -0.9551    0.1787    6.7547    3.9674    1.1042    2.9887    0.2003    0.1806    5.7211    1.4702
-#> 426:    93.1400   -6.0268   -1.9811   -4.4427   -0.9551    0.1789    6.7376    3.9654    1.1043    2.9917    0.2002    0.1805    5.7241    1.4706
-#> 427:    93.1391   -6.0268   -1.9811   -4.4433   -0.9552    0.1790    6.7196    3.9634    1.1045    2.9951    0.2001    0.1805    5.7271    1.4710
-#> 428:    93.1404   -6.0268   -1.9810   -4.4442   -0.9552    0.1792    6.7104    3.9628    1.1044    2.9999    0.2000    0.1803    5.7282    1.4712
-#> 429:    93.1431   -6.0265   -1.9810   -4.4450   -0.9553    0.1793    6.7029    3.9612    1.1045    3.0043    0.1999    0.1803    5.7293    1.4716
-#> 430:    93.1464   -6.0263   -1.9809   -4.4457   -0.9554    0.1795    6.6962    3.9606    1.1046    3.0074    0.1999    0.1802    5.7291    1.4724
-#> 431:    93.1485   -6.0267   -1.9809   -4.4460   -0.9555    0.1797    6.6865    3.9623    1.1046    3.0082    0.1998    0.1802    5.7287    1.4726
-#> 432:    93.1509   -6.0277   -1.9808   -4.4462   -0.9556    0.1798    6.6843    3.9658    1.1047    3.0086    0.1998    0.1801    5.7280    1.4727
-#> 433:    93.1528   -6.0289   -1.9806   -4.4464   -0.9557    0.1798    6.6840    3.9714    1.1049    3.0087    0.1998    0.1801    5.7282    1.4729
-#> 434:    93.1555   -6.0286   -1.9804   -4.4467   -0.9557    0.1798    6.6870    3.9693    1.1052    3.0094    0.1997    0.1800    5.7277    1.4729
-#> 435:    93.1574   -6.0290   -1.9803   -4.4467   -0.9558    0.1798    6.6893    3.9712    1.1055    3.0095    0.1996    0.1800    5.7278    1.4727
-#> 436:    93.1594   -6.0299   -1.9802   -4.4468   -0.9558    0.1798    6.6934    3.9749    1.1059    3.0103    0.1996    0.1801    5.7271    1.4727
-#> 437:    93.1600   -6.0311   -1.9800   -4.4469   -0.9558    0.1797    6.7010    3.9812    1.1065    3.0110    0.1996    0.1801    5.7275    1.4727
-#> 438:    93.1617   -6.0318   -1.9799   -4.4471   -0.9559    0.1796    6.7120    3.9865    1.1069    3.0121    0.1995    0.1801    5.7271    1.4727
-#> 439:    93.1634   -6.0329   -1.9798   -4.4472   -0.9559    0.1795    6.7279    3.9930    1.1075    3.0127    0.1995    0.1802    5.7268    1.4727
-#> 440:    93.1644   -6.0332   -1.9797   -4.4473   -0.9559    0.1794    6.7338    3.9962    1.1080    3.0136    0.1994    0.1803    5.7270    1.4726
-#> 441:    93.1654   -6.0335   -1.9795   -4.4477   -0.9558    0.1794    6.7435    3.9988    1.1085    3.0155    0.1994    0.1805    5.7274    1.4728
-#> 442:    93.1670   -6.0340   -1.9792   -4.4480   -0.9558    0.1794    6.7493    4.0028    1.1091    3.0173    0.1993    0.1808    5.7282    1.4729
-#> 443:    93.1685   -6.0346   -1.9790   -4.4485   -0.9558    0.1793    6.7577    4.0073    1.1092    3.0202    0.1992    0.1811    5.7267    1.4732
-#> 444:    93.1671   -6.0346   -1.9789   -4.4491   -0.9558    0.1792    6.7559    4.0069    1.1093    3.0238    0.1992    0.1813    5.7258    1.4733
-#> 445:    93.1655   -6.0355   -1.9789   -4.4497   -0.9557    0.1790    6.7552    4.0127    1.1094    3.0276    0.1992    0.1814    5.7262    1.4733
-#> 446:    93.1641   -6.0361   -1.9787   -4.4501   -0.9557    0.1789    6.7579    4.0169    1.1096    3.0306    0.1991    0.1816    5.7262    1.4732
-#> 447:    93.1628   -6.0363   -1.9786   -4.4503   -0.9556    0.1787    6.7680    4.0196    1.1099    3.0318    0.1991    0.1818    5.7258    1.4729
-#> 448:    93.1629   -6.0371   -1.9787   -4.4509   -0.9556    0.1786    6.7705    4.0248    1.1100    3.0358    0.1990    0.1820    5.7267    1.4725
-#> 449:    93.1626   -6.0381   -1.9785   -4.4510   -0.9556    0.1784    6.7800    4.0298    1.1101    3.0368    0.1989    0.1822    5.7266    1.4722
-#> 450:    93.1614   -6.0386   -1.9782   -4.4514   -0.9556    0.1782    6.7796    4.0316    1.1103    3.0392    0.1989    0.1824    5.7260    1.4720
-#> 451:    93.1603   -6.0397   -1.9779   -4.4518   -0.9556    0.1780    6.7799    4.0381    1.1107    3.0416    0.1988    0.1827    5.7264    1.4720
-#> 452:    93.1610   -6.0406   -1.9775   -4.4522   -0.9556    0.1777    6.7813    4.0424    1.1111    3.0443    0.1988    0.1828    5.7268    1.4719
-#> 453:    93.1618   -6.0414   -1.9771   -4.4523   -0.9556    0.1774    6.7814    4.0490    1.1115    3.0456    0.1987    0.1830    5.7262    1.4721
-#> 454:    93.1625   -6.0415   -1.9767   -4.4525   -0.9555    0.1771    6.7799    4.0499    1.1118    3.0473    0.1986    0.1831    5.7260    1.4723
-#> 455:    93.1636   -6.0412   -1.9765   -4.4528   -0.9555    0.1769    6.7778    4.0489    1.1123    3.0496    0.1985    0.1832    5.7268    1.4722
-#> 456:    93.1653   -6.0401   -1.9762   -4.4532   -0.9554    0.1768    6.7703    4.0441    1.1127    3.0517    0.1983    0.1834    5.7282    1.4725
-#> 457:    93.1672   -6.0396   -1.9760   -4.4535   -0.9554    0.1766    6.7683    4.0427    1.1129    3.0539    0.1982    0.1835    5.7281    1.4727
-#> 458:    93.1692   -6.0398   -1.9757   -4.4539   -0.9554    0.1765    6.7627    4.0450    1.1132    3.0570    0.1981    0.1835    5.7294    1.4729
-#> 459:    93.1708   -6.0402   -1.9756   -4.4542   -0.9554    0.1763    6.7615    4.0483    1.1133    3.0596    0.1980    0.1836    5.7320    1.4728
-#> 460:    93.1710   -6.0401   -1.9755   -4.4544   -0.9553    0.1762    6.7629    4.0487    1.1135    3.0615    0.1979    0.1835    5.7323    1.4730
-#> 461:    93.1708   -6.0403   -1.9755   -4.4546   -0.9552    0.1762    6.7639    4.0492    1.1136    3.0631    0.1978    0.1834    5.7321    1.4729
-#> 462:    93.1707   -6.0405   -1.9755   -4.4548   -0.9552    0.1760    6.7657    4.0506    1.1136    3.0647    0.1977    0.1833    5.7323    1.4727
-#> 463:    93.1690   -6.0403   -1.9755   -4.4548   -0.9551    0.1759    6.7607    4.0494    1.1136    3.0651    0.1976    0.1832    5.7332    1.4726
-#> 464:    93.1673   -6.0400   -1.9755   -4.4548   -0.9551    0.1758    6.7588    4.0480    1.1138    3.0652    0.1975    0.1832    5.7344    1.4724
-#> 465:    93.1657   -6.0399   -1.9755   -4.4548   -0.9550    0.1756    6.7601    4.0474    1.1138    3.0652    0.1974    0.1831    5.7350    1.4724
-#> 466:    93.1656   -6.0406   -1.9754   -4.4548   -0.9549    0.1755    6.7589    4.0514    1.1139    3.0658    0.1973    0.1831    5.7355    1.4723
-#> 467:    93.1657   -6.0408   -1.9753   -4.4548   -0.9549    0.1754    6.7558    4.0525    1.1139    3.0664    0.1972    0.1831    5.7358    1.4725
-#> 468:    93.1664   -6.0411   -1.9752   -4.4551   -0.9548    0.1753    6.7546    4.0551    1.1140    3.0679    0.1971    0.1832    5.7358    1.4723
-#> 469:    93.1667   -6.0412   -1.9751   -4.4552   -0.9547    0.1752    6.7547    4.0554    1.1141    3.0676    0.1970    0.1833    5.7354    1.4721
-#> 470:    93.1664   -6.0413   -1.9750   -4.4552   -0.9546    0.1751    6.7579    4.0564    1.1143    3.0676    0.1969    0.1833    5.7352    1.4718
-#> 471:    93.1656   -6.0411   -1.9750   -4.4553   -0.9545    0.1750    6.7611    4.0555    1.1142    3.0681    0.1968    0.1834    5.7354    1.4715
-#> 472:    93.1644   -6.0408   -1.9751   -4.4554   -0.9544    0.1749    6.7577    4.0542    1.1142    3.0686    0.1968    0.1834    5.7362    1.4712
-#> 473:    93.1632   -6.0405   -1.9751   -4.4554   -0.9543    0.1749    6.7527    4.0526    1.1141    3.0686    0.1967    0.1835    5.7363    1.4708
-#> 474:    93.1619   -6.0405   -1.9752   -4.4555   -0.9542    0.1748    6.7479    4.0521    1.1140    3.0689    0.1967    0.1835    5.7366    1.4705
-#> 475:    93.1609   -6.0413   -1.9753   -4.4557   -0.9542    0.1748    6.7469    4.0558    1.1139    3.0698    0.1967    0.1835    5.7379    1.4702
-#> 476:    93.1607   -6.0411   -1.9754   -4.4556   -0.9542    0.1747    6.7414    4.0549    1.1139    3.0697    0.1966    0.1835    5.7388    1.4698
-#> 477:    93.1597   -6.0413   -1.9754   -4.4560   -0.9542    0.1747    6.7321    4.0560    1.1137    3.0733    0.1966    0.1836    5.7392    1.4697
-#> 478:    93.1591   -6.0421   -1.9754   -4.4563   -0.9542    0.1745    6.7239    4.0608    1.1137    3.0765    0.1965    0.1836    5.7399    1.4697
-#> 479:    93.1589   -6.0438   -1.9754   -4.4564   -0.9542    0.1744    6.7150    4.0719    1.1136    3.0785    0.1964    0.1838    5.7421    1.4695
-#> 480:    93.1594   -6.0459   -1.9754   -4.4566   -0.9542    0.1742    6.7102    4.0895    1.1135    3.0807    0.1964    0.1839    5.7446    1.4695
-#> 481:    93.1604   -6.0472   -1.9754   -4.4570   -0.9542    0.1741    6.7104    4.1016    1.1135    3.0848    0.1964    0.1841    5.7456    1.4693
-#> 482:    93.1584   -6.0486   -1.9754   -4.4573   -0.9542    0.1739    6.7061    4.1152    1.1136    3.0877    0.1964    0.1842    5.7464    1.4690
-#> 483:    93.1561   -6.0501   -1.9754   -4.4576   -0.9541    0.1737    6.7067    4.1286    1.1135    3.0903    0.1963    0.1843    5.7475    1.4688
-#> 484:    93.1545   -6.0507   -1.9754   -4.4578   -0.9541    0.1737    6.7113    4.1362    1.1134    3.0918    0.1963    0.1845    5.7488    1.4687
-#> 485:    93.1524   -6.0507   -1.9754   -4.4583   -0.9540    0.1736    6.7094    4.1381    1.1134    3.0970    0.1964    0.1847    5.7496    1.4685
-#> 486:    93.1510   -6.0508   -1.9754   -4.4586   -0.9540    0.1735    6.7118    4.1405    1.1134    3.0996    0.1964    0.1847    5.7502    1.4682
-#> 487:    93.1495   -6.0507   -1.9755   -4.4591   -0.9539    0.1734    6.7128    4.1406    1.1134    3.1037    0.1965    0.1848    5.7510    1.4680
-#> 488:    93.1494   -6.0502   -1.9756   -4.4597   -0.9538    0.1734    6.7171    4.1384    1.1135    3.1081    0.1965    0.1848    5.7508    1.4677
-#> 489:    93.1497   -6.0497   -1.9756   -4.4604   -0.9538    0.1734    6.7188    4.1358    1.1135    3.1133    0.1966    0.1847    5.7499    1.4675
-#> 490:    93.1507   -6.0486   -1.9757   -4.4607   -0.9538    0.1735    6.7206    4.1319    1.1136    3.1157    0.1967    0.1847    5.7498    1.4672
-#> 491:    93.1507   -6.0476   -1.9757   -4.4612   -0.9537    0.1735    6.7141    4.1270    1.1136    3.1187    0.1968    0.1846    5.7503    1.4672
-#> 492:    93.1507   -6.0470   -1.9758   -4.4618   -0.9536    0.1735    6.7140    4.1238    1.1139    3.1218    0.1969    0.1846    5.7511    1.4669
-#> 493:    93.1513   -6.0468   -1.9758   -4.4623   -0.9535    0.1736    6.7214    4.1232    1.1141    3.1246    0.1970    0.1845    5.7514    1.4668
-#> 494:    93.1511   -6.0467   -1.9759   -4.4629   -0.9534    0.1737    6.7332    4.1232    1.1144    3.1278    0.1971    0.1845    5.7512    1.4664
-#> 495:    93.1511   -6.0464   -1.9761   -4.4635   -0.9533    0.1738    6.7377    4.1218    1.1145    3.1309    0.1972    0.1845    5.7515    1.4661
-#> 496:    93.1498   -6.0465   -1.9762   -4.4639   -0.9532    0.1739    6.7412    4.1241    1.1147    3.1325    0.1974    0.1845    5.7514    1.4657
-#> 497:    93.1482   -6.0467   -1.9764   -4.4644   -0.9532    0.1741    6.7506    4.1259    1.1149    3.1346    0.1975    0.1846    5.7513    1.4652
-#> 498:    93.1479   -6.0465   -1.9765   -4.4647   -0.9531    0.1743    6.7588    4.1263    1.1150    3.1357    0.1977    0.1846    5.7511    1.4648
-#> 499:    93.1462   -6.0455   -1.9766   -4.4651   -0.9530    0.1745    6.7659    4.1219    1.1152    3.1374    0.1978    0.1847    5.7515    1.4645
-#> 500:    93.1455   -6.0439   -1.9768   -4.4657   -0.9529    0.1747    6.7747    4.1151    1.1154    3.1404    0.1980    0.1848    5.7516    1.4641
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_dfop_sfo_focei_obs <- nlmixr(f_mmkin_obs["DFOP-SFO", ], est = "focei")
+
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> → generate SAEM model
#> ✔ done
#> 1:    93.0952   -5.6337   -1.8988   -4.1294   -1.2035    0.1038    5.2152    1.6150    1.0450    2.6377    0.5035    0.5225   20.0768   11.4566
+#> 2:    93.1464   -5.6948   -1.8729   -4.2029   -1.1302    0.1295    5.5478    1.5342    0.9927    2.5059    0.4783    0.5147   11.2089    8.1577
+#> 3:    93.1719   -5.7029   -1.8810   -4.2024   -1.0686    0.1063    5.2764    1.5217    0.9431    2.3806    0.4544    0.5587    9.3753    5.7166
+#> 4:    92.8647   -5.8139   -1.8979   -4.1992   -1.0168    0.1122    5.4892    1.7893    0.8960    2.2615    0.4317    0.5307    9.4134    4.7166
+#> 5:    92.7759   -5.8627   -1.8873   -4.1402   -1.0347    0.1243    6.2028    2.1819    0.8795    2.1485    0.4101    0.5042    9.5964    4.7340
+#> 6:    92.8080   -5.8954   -1.9186   -4.1772   -0.9727    0.1311    5.8926    2.0728    0.8633    2.0410    0.3896    0.4790    8.7334    4.1957
+#> 7:    92.9042   -5.9034   -1.9603   -4.1854   -0.9717    0.1630    5.5980    2.2068    0.8672    1.9390    0.3701    0.4550    8.7213    3.3409
+#> 8:    92.9302   -5.8545   -1.9240   -4.2343   -0.9748    0.1686    5.3181    2.3934    0.8239    1.9533    0.3516    0.4323    7.6950    2.9174
+#> 9:    92.9518   -5.5561   -1.9734   -4.1856   -0.9322    0.2129    5.0522    2.2738    0.7830    2.0138    0.3340    0.4689    7.9230    2.1930
+#> 10:    93.0672   -5.5564   -1.9633   -4.1456   -0.9343    0.2049    4.7996    2.1601    0.7438    2.0517    0.3173    0.4771    8.0644    2.0682
+#> 11:    92.6849   -5.6187   -1.9773   -4.1793   -0.9342    0.2290    4.5596    2.0521    0.7123    2.0774    0.3015    0.5052    8.2355    1.9349
+#> 12:    92.6425   -5.6989   -2.0144   -4.1395   -0.9342    0.2669    4.3316    2.2634    0.7142    2.3008    0.2864    0.5728    7.5188    1.8028
+#> 13:    92.2996   -5.6700   -1.9885   -4.0443   -0.9202    0.2750    4.5787    2.1608    0.7019    2.7515    0.2721    0.6641    7.0744    1.8958
+#> 14:    92.2457   -5.5825   -2.0314   -3.9788   -0.9142    0.2908    6.3744    2.0527    0.7018    3.2703    0.2585    0.6387    6.9499    1.8421
+#> 15:    92.1741   -5.5333   -2.0318   -3.9664   -0.9059    0.2894    6.0557    1.9501    0.7179    3.2869    0.2455    0.6068    7.0951    1.6824
+#> 16:    92.5772   -5.4982   -2.0352   -3.9471   -0.9063    0.2930    5.7529    1.8526    0.7244    3.6994    0.2333    0.5764    7.2138    1.7042
+#> 17:    92.7024   -5.4902   -2.0438   -4.0347   -0.9079    0.2959    5.4652    1.7600    0.7393    3.5144    0.2216    0.5765    7.0258    1.6793
+#> 18:    92.0240   -5.5539   -2.0520   -3.9601   -0.9079    0.2884    6.5142    1.9232    0.7320    3.9052    0.2157    0.5521    7.2568    1.6151
+#> 19:    92.6532   -5.6325   -2.0456   -3.9091   -0.9179    0.3047    6.5743    2.3363    0.7405    4.5825    0.2049    0.5425    7.6201    1.6565
+#> 20:    92.3488   -5.6617   -2.0554   -3.9501   -0.9216    0.3056    6.7080    2.7562    0.7218    4.7569    0.2083    0.5432    7.3481    1.8059
+#> 21:    92.5679   -5.7469   -2.0614   -4.0829   -0.8890    0.3158    6.6510    3.1993    0.7136    4.5191    0.1978    0.5281    7.3723    1.7461
+#> 22:    92.4785   -5.9527   -2.0657   -4.0580   -0.8971    0.3084    6.3184    4.1791    0.7144    4.2931    0.1929    0.5157    7.1922    1.6984
+#> 23:    92.5594   -5.8590   -2.0723   -4.0580   -0.9020    0.2952    6.0025    3.9702    0.7335    4.0784    0.1833    0.5129    7.7560    1.6302
+#> 24:    92.6152   -5.9488   -2.0658   -4.1187   -0.9050    0.2997    5.7024    4.5381    0.7215    3.8745    0.1875    0.5129    7.6182    1.6362
+#> 25:    92.4658   -5.8715   -2.0791   -4.0949   -0.8922    0.3074    6.1428    4.3112    0.7353    3.6808    0.1896    0.5157    7.2703    1.5633
+#> 26:    92.2507   -5.9797   -2.0707   -4.0834   -0.8868    0.3266    6.4124    4.7125    0.7334    3.5368    0.1851    0.5217    7.3085    1.5828
+#> 27:    92.7055   -5.9792   -2.0779   -4.2066   -0.8887    0.2993    6.0918    4.8624    0.7659    3.7456    0.1841    0.4956    7.3534    1.5240
+#> 28:    92.3971   -6.0253   -2.0648   -4.1406   -0.9042    0.2897    5.7872    4.7690    0.7449    3.5583    0.1823    0.4709    7.2479    1.5008
+#> 29:    92.4045   -5.9045   -2.0730   -4.1407   -0.8969    0.3103    5.6683    4.5306    0.7349    3.3816    0.1849    0.5054    7.1719    1.6004
+#> 30:    92.1714   -5.8598   -2.0645   -4.0913   -0.8964    0.2743    5.3849    4.3040    0.7538    3.3509    0.1757    0.4801    7.3739    1.5736
+#> 31:    91.9134   -5.7867   -2.0367   -4.0563   -0.8957    0.2280    5.1156    4.0888    0.7299    3.3452    0.1749    0.4673    6.5991    1.5909
+#> 32:    92.3743   -5.9967   -2.0255   -4.0668   -0.9025    0.2247    4.8599    4.6666    0.7256    3.3271    0.1714    0.5008    6.4693    1.5458
+#> 33:    92.5239   -5.9301   -2.0387   -4.0365   -0.9033    0.2558    4.6169    4.4333    0.7492    3.6109    0.1688    0.5424    6.7730    1.5771
+#> 34:    92.6892   -6.1135   -2.0587   -4.0280   -0.8993    0.2430    4.3860    6.0227    0.7798    3.5725    0.1672    0.5153    6.8110    1.5417
+#> 35:    92.7276   -6.0815   -2.0629   -4.0833   -0.8943    0.2375    4.6811    5.7216    0.8010    3.3939    0.1715    0.4895    6.6812    1.5478
+#> 36:    92.7316   -6.0691   -2.0882   -4.0626   -0.9030    0.2405    4.4614    5.4355    0.8355    3.2242    0.1789    0.4650    6.8443    1.4806
+#> 37:    92.6685   -5.7905   -2.0666   -4.0663   -0.8998    0.2784    5.1916    5.1637    0.7937    3.0641    0.1823    0.4418    6.5421    1.6284
+#> 38:    93.0325   -5.6829   -2.0674   -4.0772   -0.9167    0.2499    4.9320    4.9055    0.7768    3.1213    0.1887    0.4290    6.8220    1.5224
+#> 39:    93.0378   -5.5554   -2.0743   -4.0772   -0.9189    0.2361    4.6854    4.6603    0.7822    3.1213    0.1813    0.4242    7.1137    1.5021
+#> 40:    93.3297   -5.6270   -2.0591   -4.1200   -0.9167    0.2035    4.4511    4.4272    0.8128    2.9653    0.1829    0.4030    7.3894    1.5064
+#> 41:    93.3408   -5.5437   -2.0344   -4.1042   -0.9078    0.1744    4.2286    4.2059    0.8228    2.8170    0.1881    0.3829    7.2734    1.5519
+#> 42:    93.1691   -5.4436   -2.0551   -4.1048   -0.8984    0.1732    4.0172    3.9956    0.7816    2.6762    0.1853    0.3637    6.9712    1.5332
+#> 43:    93.2443   -5.5247   -2.0722   -4.0980   -0.8992    0.1756    3.8163    3.7958    0.7781    2.7200    0.1956    0.3455    6.7012    1.5344
+#> 44:    92.9509   -5.5020   -2.0495   -4.0961   -0.8964    0.1777    3.6255    3.6060    0.7555    2.8172    0.1994    0.3283    6.2180    1.6137
+#> 45:    92.8898   -5.4913   -2.0462   -4.1079   -0.9003    0.1701    4.1177    3.4257    0.7491    2.8491    0.1989    0.3372    6.2876    1.6205
+#> 46:    92.6044   -5.6429   -2.0499   -4.1079   -0.9069    0.1999    4.2103    3.2544    0.7657    2.8491    0.1921    0.3532    6.2261    1.6435
+#> 47:    92.7740   -5.6128   -2.0804   -4.1186   -0.8976    0.1864    5.2188    3.0917    0.7381    2.9036    0.2030    0.3391    6.6803    1.6177
+#> 48:    92.4691   -5.6645   -2.0600   -4.1288   -0.8796    0.1913    6.2045    2.9371    0.7774    2.9223    0.1966    0.3396    6.7169    1.6215
+#> 49:    92.4128   -5.7079   -2.0802   -4.1166   -0.8798    0.1741    5.8943    3.1446    0.7854    2.8715    0.1935    0.3369    6.9151    1.4834
+#> 50:    91.8883   -5.7713   -2.0932   -4.0899   -0.8886    0.1758    5.5996    3.5478    0.8033    2.8192    0.2014    0.3201    7.0775    1.4635
+#> 51:    92.1187   -5.7306   -2.0903   -4.0878   -0.8923    0.2024    5.3196    3.6534    0.7823    2.7891    0.1969    0.3140    6.9879    1.5430
+#> 52:    92.3209   -5.7897   -2.0903   -4.1622   -0.9072    0.2261    5.3781    3.4707    0.8001    3.0801    0.2063    0.3088    6.7047    1.4499
+#> 53:    92.4318   -5.6954   -2.0950   -4.1866   -0.9082    0.2131    7.1200    3.2972    0.7711    3.3398    0.2034    0.3186    6.6152    1.5123
+#> 54:    92.5380   -5.6975   -2.0782   -4.2394   -0.8976    0.2118    6.7640    3.1323    0.7744    3.5385    0.2175    0.3296    6.4402    1.5403
+#> 55:    92.7213   -5.6663   -2.0427   -4.3288   -0.9028    0.2032    8.1796    2.9757    0.7748    4.4495    0.2142    0.3316    6.4111    1.5369
+#> 56:    92.7219   -5.6865   -2.0557   -4.3434   -0.9084    0.2021    7.7706    2.8269    0.7989    4.6691    0.2174    0.3433    6.4256    1.4639
+#> 57:    92.8932   -5.5736   -2.0497   -4.3955   -0.9216    0.1694    7.3821    2.6856    0.8205    4.9791    0.2142    0.3500    6.5378    1.5406
+#> 58:    92.9219   -5.5789   -2.0547   -4.3094   -0.9183    0.1838    7.0130    2.5513    0.7958    4.7302    0.2193    0.3495    6.2662    1.4940
+#> 59:    93.0432   -5.6201   -2.0395   -4.2527   -0.9199    0.2302    6.6623    2.4237    0.8241    4.4937    0.2241    0.3321    5.8693    1.6176
+#> 60:    92.9724   -5.5971   -2.0537   -4.3509   -0.9219    0.2118    7.5905    2.3026    0.8418    4.4546    0.2177    0.3155    5.5960    1.5040
+#> 61:    93.1235   -5.6332   -2.0671   -4.3572   -0.9219    0.1917    7.2521    2.3037    0.8527    4.5707    0.2230    0.2997    5.8136    1.4516
+#> 62:    93.5431   -5.6373   -2.0371   -4.3384   -0.9276    0.1997    8.5187    2.3895    0.8575    4.4378    0.2258    0.3041    5.5746    1.4572
+#> 63:    93.5009   -5.5634   -2.0224   -4.3560   -0.9339    0.2167    8.0927    2.2700    0.8462    4.4449    0.2266    0.3162    5.4922    1.5233
+#> 64:    93.7369   -5.6032   -2.0362   -4.2323   -0.9355    0.2159    9.6684    2.1949    0.8514    4.2227    0.2300    0.3318    5.7597    1.4866
+#> 65:    93.5021   -5.5769   -2.0311   -4.3204   -0.9375    0.1927    9.5537    2.0852    0.8559    4.6151    0.2208    0.3550    5.6975    1.5031
+#> 66:    93.4211   -5.7184   -2.0384   -4.3041   -0.9228    0.2121    9.0760    2.6390    0.8430    4.3843    0.2098    0.3755    5.8990    1.5133
+#> 67:    93.3435   -5.6579   -2.0456   -4.2222   -0.9183    0.1825    8.6222    2.5071    0.8719    4.1651    0.2152    0.3567    5.9004    1.4874
+#> 68:    93.3914   -5.6554   -2.0420   -4.1618   -0.9303    0.1714    8.1911    2.3817    0.8856    3.9569    0.2272    0.3388    6.1793    1.4917
+#> 69:    93.5112   -5.6834   -2.0349   -4.1591   -0.9331    0.1759    8.9900    2.5191    0.9184    3.7590    0.2236    0.3219    6.1618    1.4697
+#> 70:    93.4289   -5.6576   -2.0273   -4.1763   -0.9399    0.1738    8.5405    2.4302    0.8725    3.5711    0.2149    0.3288    6.5324    1.5410
+#> 71:    93.2936   -5.6699   -2.0256   -4.1405   -0.9370    0.1922    8.1134    2.3831    0.8289    3.3925    0.2080    0.3548    5.9794    1.5904
+#> 72:    92.9152   -5.6742   -2.0382   -4.1523   -0.9411    0.1991    7.7078    2.4322    0.7875    3.2916    0.2007    0.3456    6.0999    1.6022
+#> 73:    92.8129   -5.8099   -2.0372   -4.1735   -0.9377    0.1605    8.2752    2.8931    0.7737    3.4015    0.2057    0.3283    6.0140    1.5472
+#> 74:    92.7806   -5.7269   -2.0315   -4.1877   -0.9399    0.1675    8.4688    2.7484    0.7773    3.4620    0.2174    0.3249    5.8495    1.5779
+#> 75:    92.9128   -5.8680   -2.0304   -4.1459   -0.9387    0.1567    8.0454    3.2365    0.7681    3.2935    0.2198    0.3187    5.8539    1.5815
+#> 76:    92.8931   -5.8483   -2.0253   -4.1815   -0.9387    0.1540    9.6800    3.0747    0.8007    3.5838    0.2198    0.3291    5.9005    1.5053
+#> 77:    92.7474   -5.7995   -2.0202   -4.1904   -0.9333    0.1724   10.0488    2.9210    0.7841    3.7255    0.2148    0.3465    5.9418    1.5569
+#> 78:    92.8150   -5.9608   -2.0025   -4.1583   -0.9511    0.1566    9.5464    3.5249    0.7858    3.6988    0.2246    0.3292    5.7737    1.5904
+#> 79:    92.6663   -6.0485   -2.0245   -4.1437   -0.9446    0.1786    9.0690    4.1252    0.7803    3.6526    0.2155    0.3335    5.9109    1.5521
+#> 80:    92.5932   -6.1001   -2.0304   -4.1969   -0.9409    0.1424    8.6156    4.6478    0.8007    4.0379    0.2114    0.3168    6.1732    1.5544
+#> 81:    92.6789   -6.3510   -2.0062   -4.2272   -0.9541    0.1360    8.3363    5.9861    0.7719    3.8800    0.2202    0.3010    5.6841    1.6317
+#> 82:    92.9996   -6.5680   -2.0048   -4.1609   -0.9578    0.1367   10.6901    7.4391    0.7962    3.6860    0.2092    0.2859    5.7335    1.6391
+#> 83:    93.1087   -6.5298   -1.9757   -4.1694   -0.9596    0.1323   10.5524    7.4660    0.8237    3.8009    0.2134    0.2716    5.9664    1.6316
+#> 84:    93.1929   -6.5844   -2.0191   -4.2021   -0.9616    0.1384   10.0248    7.7313    0.8230    3.6109    0.2110    0.2580    5.7854    1.5609
+#> 85:    92.9161   -6.4934   -2.0281   -4.2008   -0.9600    0.1107    9.5236    7.4269    0.8448    3.5630    0.2110    0.2451    5.6111    1.5333
+#> 86:    92.9816   -6.5397   -2.0234   -4.1830   -0.9694    0.1111    9.1945    7.4382    0.8481    3.3849    0.2166    0.2329    5.8375    1.5263
+#> 87:    93.0930   -6.5749   -2.0168   -4.1986   -0.9816    0.0926    8.7348    8.4431    0.8646    3.3032    0.2155    0.2212    5.7542    1.5736
+#> 88:    93.0765   -6.4914   -2.0274   -4.2274   -0.9870    0.1148    8.4666    8.0209    0.8666    3.5292    0.2048    0.2102    5.8988    1.5329
+#> 89:    92.8699   -6.6431   -2.0199   -4.2175   -0.9463    0.1011    8.4648    7.7973    0.8908    3.3980    0.1945    0.2102    5.6876    1.5177
+#> 90:    92.8225   -6.6932   -2.0211   -4.2175   -0.9505    0.0887   10.1862    8.7787    0.8730    3.3980    0.1877    0.1997    5.9135    1.4821
+#> 91:    92.7874   -6.7007   -2.0420   -4.2936   -0.9468    0.0927   11.2275    8.3397    0.8600    3.9490    0.1885    0.2147    6.1108    1.4315
+#> 92:    93.2320   -6.8088   -2.0341   -4.2817   -0.9582    0.1270   12.4029    9.6204    0.8503    3.7516    0.1950    0.2070    5.9434    1.5251
+#> 93:    93.8996   -6.5471   -2.0440   -4.2123   -0.9543    0.1140   11.7828    9.1394    0.8493    3.5640    0.1988    0.2017    6.1302    1.5568
+#> 94:    93.4416   -6.4623   -2.0448   -4.2188   -0.9595    0.1174   12.1277    8.6824    0.8568    3.3858    0.1975    0.1938    5.9173    1.5204
+#> 95:    93.2953   -6.1521   -2.0477   -4.2216   -0.9551    0.1152   11.5213    8.2483    0.8356    3.2165    0.1979    0.1855    5.8298    1.5357
+#> 96:    92.9577   -6.0477   -2.0579   -4.2534   -0.9465    0.1284   10.9452    7.8359    0.8202    3.3357    0.1937    0.1917    5.8590    1.5738
+#> 97:    92.8703   -6.1037   -2.0745   -4.1960   -0.9405    0.1417   10.4858    7.4441    0.8488    3.1690    0.1969    0.2016    5.7948    1.4759
+#> 98:    92.9728   -6.3534   -2.0868   -4.2155   -0.9444    0.1069    9.9615    7.1788    0.8736    3.1913    0.1998    0.2114    5.6533    1.4322
+#> 99:    93.4116   -6.1712   -2.0837   -4.2280   -0.9473    0.1197    9.4634    6.8198    0.8959    3.1806    0.1899    0.2167    5.9149    1.3768
+#> 100:    93.2598   -6.1345   -2.0645   -4.2237   -0.9575    0.1099    8.9903    6.4788    0.9204    3.2429    0.1903    0.2058    5.7085    1.4133
+#> 101:    93.3082   -6.1574   -2.0474   -4.2315   -0.9619    0.1161    9.0819    6.1549    0.8744    3.2049    0.1891    0.2278    5.6493    1.4894
+#> 102:    93.5741   -6.2923   -2.0484   -4.2853   -0.9665    0.1325   10.4108    5.8522    0.8804    3.5370    0.2024    0.2324    5.6995    1.4594
+#> 103:    92.9199   -6.1797   -2.0522   -4.2940   -0.9568    0.1289    9.8903    5.5596    0.8722    3.6682    0.1975    0.2398    5.5536    1.4510
+#> 104:    93.1139   -6.1630   -2.0546   -4.2912   -0.9613    0.1115    9.3958    5.2816    0.8648    3.6673    0.2010    0.2278    5.5768    1.4812
+#> 105:    93.4085   -6.0359   -2.0450   -4.2889   -0.9591    0.1258    8.9260    5.0175    0.8412    3.7286    0.1917    0.2171    5.6780    1.5203
+#> 106:    93.3103   -6.1029   -2.0425   -4.2948   -0.9579    0.0934    8.4797    4.7667    0.8539    3.6947    0.1947    0.2234    5.7210    1.4760
+#> 107:    93.6389   -5.9750   -2.0309   -4.2630   -0.9660    0.1110    8.0557    4.5283    0.8470    3.5100    0.2044    0.2299    5.6280    1.5525
+#> 108:    93.8641   -5.8551   -2.0360   -4.2311   -0.9629    0.0900    7.6529    4.3019    0.8567    3.3345    0.2014    0.2302    5.7841    1.5978
+#> 109:    93.6274   -6.0268   -2.0445   -4.3047   -0.9488    0.0979    7.2703    4.7807    0.8565    3.7665    0.1929    0.2271    5.7941    1.5580
+#> 110:    93.6320   -5.8321   -2.0413   -4.2855   -0.9477    0.1143    6.9068    4.5417    0.8412    3.6165    0.1901    0.2199    5.8169    1.5477
+#> 111:    93.6245   -5.8256   -2.0157   -4.2797   -0.9612    0.0940    6.5774    4.3146    0.8460    3.5782    0.1837    0.2182    5.6157    1.6424
+#> 112:    93.8512   -5.9045   -2.0116   -4.2409   -0.9708    0.0883    6.2486    4.0989    0.8658    3.5059    0.1761    0.2073    5.8852    1.6073
+#> 113:    93.7080   -5.9935   -2.0306   -4.1884   -0.9690    0.0740    5.9361    4.0088    0.9072    3.3400    0.1957    0.2169    6.3792    1.4770
+#> 114:    93.8574   -5.9185   -2.0233   -4.2030   -0.9588    0.1137    5.6393    3.8084    0.9322    3.2878    0.1939    0.2098    5.8891    1.5325
+#> 115:    93.7414   -5.8789   -2.0183   -4.2256   -0.9701    0.1105    5.6148    3.6180    0.9222    3.5507    0.1921    0.1993    5.6441    1.5458
+#> 116:    93.4104   -5.9704   -2.0428   -4.2091   -0.9807    0.1099    5.3341    4.1157    0.9363    3.4004    0.1968    0.2134    5.7764    1.4617
+#> 117:    93.5239   -5.9057   -2.0518   -4.2494   -0.9812    0.1127    6.8839    3.9099    0.9151    3.6604    0.1921    0.2095    5.4753    1.4249
+#> 118:    93.7599   -5.9418   -2.0482   -4.2272   -0.9822    0.1094    6.8133    3.7144    0.9198    3.5160    0.1971    0.2039    5.6467    1.4116
+#> 119:    93.6617   -6.0020   -2.0483   -4.2146   -0.9816    0.1003    6.4727    3.8251    0.9103    3.4716    0.1950    0.2109    5.8513    1.4268
+#> 120:    93.5436   -5.9804   -2.0458   -4.1906   -0.9819    0.1065    6.1490    3.6756    0.9088    3.2980    0.1989    0.2123    5.8268    1.4689
+#> 121:    93.4880   -5.9047   -2.0452   -4.1957   -0.9640    0.1349    5.8416    3.4918    0.8824    3.2437    0.1889    0.2017    5.7152    1.4382
+#> 122:    93.7406   -5.9844   -2.0596   -4.2328   -0.9558    0.1563    5.5495    3.7606    0.8489    3.3043    0.1795    0.2015    5.5095    1.5112
+#> 123:    93.6728   -6.0394   -2.0372   -4.2812   -0.9592    0.1507    5.2720    4.2004    0.8341    3.5274    0.1817    0.2008    5.6936    1.6011
+#> 124:    93.9591   -6.0483   -2.0280   -4.2613   -0.9594    0.1463    5.3846    4.1913    0.8351    3.4341    0.1870    0.2193    5.5694    1.5684
+#> 125:    94.0201   -5.9102   -2.0507   -4.2686   -0.9697    0.1455    5.1154    3.9818    0.8512    3.3475    0.1859    0.2165    5.6224    1.5643
+#> 126:    93.8825   -5.8970   -2.0543   -4.2569   -0.9663    0.1493    4.9144    3.7827    0.8907    3.3030    0.1876    0.2180    5.7351    1.4722
+#> 127:    93.9893   -5.8955   -2.0624   -4.2430   -0.9802    0.1476    7.2413    3.5935    0.8915    3.2740    0.1851    0.2110    5.7614    1.4305
+#> 128:    94.1849   -5.9123   -2.0624   -4.2385   -0.9786    0.1523    7.9575    3.4139    0.9094    3.2656    0.1807    0.2198    5.7366    1.4264
+#> 129:    94.0812   -6.0044   -2.0696   -4.3056   -0.9770    0.1693    8.7809    3.7526    0.9111    3.6172    0.1859    0.2255    5.8064    1.4718
+#> 130:    93.6046   -6.1387   -2.0718   -4.3056   -0.9821    0.1477    8.3419    4.3029    0.9177    3.6172    0.1867    0.2143    5.8893    1.4447
+#> 131:    93.5216   -6.1347   -2.0740   -4.3114   -0.9766    0.1288    8.2937    4.3407    0.9250    3.5298    0.1881    0.2293    5.8054    1.4219
+#> 132:    93.6142   -6.2789   -2.0786   -4.3297   -0.9716    0.1288    8.3731    5.1225    0.9236    3.6683    0.1929    0.2295    5.8064    1.4194
+#> 133:    93.4410   -5.9177   -2.0916   -4.3557   -0.9798    0.1066    7.9544    4.8663    0.9537    3.7076    0.1937    0.2279    5.9844    1.4297
+#> 134:    93.4716   -5.9152   -2.0838   -4.3611   -0.9818    0.1332    7.5567    4.6230    0.9161    3.7833    0.2017    0.2308    6.0611    1.5717
+#> 135:    93.3787   -6.0381   -2.0728   -4.2627   -0.9719    0.1051    7.2396    4.3919    0.8970    3.5941    0.1916    0.2193    5.8837    1.6057
+#> 136:    93.4339   -5.9876   -2.0801   -4.3002   -0.9690    0.1214    6.8776    4.1723    0.8888    3.4144    0.2002    0.2227    6.0141    1.5231
+#> 137:    93.7639   -6.0411   -2.0803   -4.2799   -0.9646    0.1484    6.5337    3.9765    0.8969    3.2437    0.1995    0.2115    5.9404    1.6402
+#> 138:    93.6414   -6.0122   -2.0714   -4.2666   -0.9755    0.1506    7.4057    3.7962    0.9242    3.1524    0.1934    0.2010    6.0666    1.5001
+#> 139:    93.7743   -5.7966   -2.0613   -4.2289   -0.9722    0.1383    7.9358    3.6064    0.9015    2.9948    0.1946    0.2029    5.9655    1.5250
+#> 140:    93.1082   -5.7994   -2.0388   -4.2289   -0.9659    0.1382    8.0282    3.4261    0.9053    2.9079    0.1909    0.2138    5.9183    1.5191
+#> 141:    93.2122   -6.0181   -2.0396   -4.2398   -0.9587    0.1016    8.9769    3.9426    0.9028    2.9136    0.1941    0.2195    6.1560    1.4902
+#> 142:    93.4684   -6.1438   -2.0273   -4.2541   -0.9508    0.0848    8.5281    4.8727    0.9056    2.9875    0.1901    0.2233    6.2546    1.4695
+#> 143:    93.0059   -6.0964   -2.0145   -4.2760   -0.9563    0.0826    8.1017    4.6291    0.9312    3.1063    0.1850    0.2138    6.5768    1.4391
+#> 144:    93.0612   -6.1127   -1.9951   -4.2589   -0.9539    0.0904    7.6966    4.6160    0.9623    3.1681    0.1824    0.2032    6.1506    1.4497
+#> 145:    93.5170   -6.1066   -1.9951   -4.3574   -0.9478    0.1040    7.3118    4.6263    0.9639    3.6914    0.1986    0.2292    5.9389    1.4867
+#> 146:    93.4915   -6.3235   -2.0006   -4.3866   -0.9579    0.1202    6.9462    6.0529    0.9514    3.9899    0.1887    0.2335    5.9265    1.4978
+#> 147:    93.8963   -6.1119   -2.0055   -4.3446   -0.9682    0.1242    7.1711    5.7503    0.9315    3.7904    0.1923    0.2332    5.9346    1.5021
+#> 148:    93.6758   -5.9705   -2.0137   -4.2906   -0.9614    0.1125    6.8125    5.4628    0.9506    3.6009    0.1913    0.2371    6.2579    1.4384
+#> 149:    93.6499   -6.0049   -2.0246   -4.2730   -0.9776    0.0996    6.4719    5.1896    0.9736    3.4209    0.1817    0.2252    6.3224    1.3878
+#> 150:    94.0242   -5.9760   -2.0176   -4.2182   -0.9773    0.1032    6.1483    4.9301    0.9944    3.2498    0.1807    0.2290    6.5662    1.3618
+#> 151:    93.9234   -5.8772   -2.0132   -4.2362   -0.9651    0.1058    7.2453    4.6836    0.9824    3.4860    0.1806    0.2175    6.2575    1.4370
+#> 152:    94.2513   -5.9391   -2.0814   -4.2278   -0.9753    0.1221    4.9753    3.4013    0.9808    3.3265    0.1836    0.1897    6.6966    1.3457
+#> 153:    93.9434   -6.1294   -2.0570   -4.2447   -0.9761    0.1527    5.0454    4.3115    0.9494    3.3663    0.1684    0.1680    5.9106    1.4777
+#> 154:    93.8141   -6.2749   -2.0366   -4.2383   -0.9835    0.1440    5.5466    5.3351    0.9320    3.3337    0.1731    0.1913    5.8842    1.4325
+#> 155:    94.1987   -6.1029   -2.0252   -4.2520   -0.9780    0.1132    7.1508    4.2713    0.9457    3.3428    0.1727    0.1691    6.1632    1.4658
+#> 156:    94.0626   -6.2640   -2.0263   -4.2461   -0.9854    0.1346    5.6296    5.1645    0.9423    3.3987    0.1697    0.1778    5.9631    1.4483
+#> 157:    93.9319   -6.1392   -2.0388   -4.2294   -0.9921    0.1265    5.6768    4.7366    0.9210    3.3673    0.1733    0.1789    5.9114    1.4976
+#> 158:    93.9123   -6.1970   -2.0165   -4.2241   -0.9924    0.1540    7.2552    4.7537    0.9369    3.2727    0.1805    0.1923    5.9324    1.5351
+#> 159:    93.9704   -6.4018   -2.0455   -4.2127   -0.9919    0.1413    7.7561    6.0732    0.9802    3.3376    0.1806    0.2260    6.4511    1.4227
+#> 160:    94.1967   -6.2985   -2.0412   -4.2264   -0.9795    0.1206    8.3836    6.1319    0.9689    3.4685    0.1792    0.2150    6.5116    1.4706
+#> 161:    94.3500   -6.1427   -2.0189   -4.2242   -1.0022    0.0837    8.0282    4.5505    0.9524    3.3269    0.1859    0.1816    6.0642    1.4746
+#> 162:    94.2711   -5.9578   -2.0215   -4.2078   -1.0110    0.0946    7.8634    3.3072    0.9559    3.2374    0.1876    0.1791    6.0798    1.4903
+#> 163:    93.9824   -5.8794   -2.0409   -4.2367   -0.9970    0.1150    9.3872    3.0498    0.9830    3.3179    0.1880    0.1828    5.8091    1.4852
+#> 164:    94.2013   -5.8651   -2.0122   -4.2257   -0.9906    0.1267    7.1953    3.0510    0.9697    3.2713    0.1871    0.1832    5.8741    1.5313
+#> 165:    94.1804   -5.7868   -2.0200   -4.2053   -0.9812    0.1219    6.7375    2.4769    0.9688    3.2706    0.1910    0.1859    5.7890    1.5188
+#> 166:    93.9790   -5.8156   -2.0311   -4.2438   -0.9784    0.1247    5.7617    2.6907    0.9533    3.5342    0.1953    0.1872    5.8816    1.5243
+#> 167:    93.2524   -5.8603   -2.0497   -4.2594   -0.9787    0.1265    4.7086    2.9121    0.9117    3.4696    0.1943    0.1832    5.9672    1.4567
+#> 168:    93.2924   -6.0371   -2.0528   -4.2607   -0.9727    0.1201    5.5273    4.0286    0.9177    3.4501    0.1918    0.1908    5.7790    1.4701
+#> 169:    93.4838   -6.1497   -2.0389   -4.2716   -0.9639    0.1127    5.4524    4.2700    0.9544    3.4329    0.1940    0.1871    5.7795    1.4575
+#> 170:    93.3951   -6.2298   -2.0438   -4.4133   -0.9939    0.1088    6.1460    4.6552    0.9645    4.5240    0.1978    0.2091    5.7549    1.5233
+#> 171:    93.4113   -6.1187   -2.0536   -4.4019   -0.9771    0.0899    6.8123    4.0073    0.9531    4.4290    0.1878    0.1970    5.9067    1.4857
+#> 172:    93.1140   -5.9515   -2.0530   -4.3250   -0.9723    0.1094    5.1247    3.4502    0.9572    3.8504    0.1954    0.1944    5.8583    1.4867
+#> 173:    92.9782   -6.0415   -2.0633   -4.2887   -0.9608    0.1081    4.1020    3.8967    0.9478    3.7222    0.1890    0.1812    5.9473    1.4583
+#> 174:    92.9661   -5.9295   -2.0457   -4.2907   -0.9626    0.0991    5.7954    3.3581    0.9785    3.7311    0.1867    0.2026    5.8087    1.4797
+#> 175:    93.2577   -5.8895   -2.0281   -4.2845   -0.9560    0.0829    7.3434    3.1501    0.9975    3.6334    0.1920    0.2151    5.4717    1.4832
+#> 176:    93.1210   -5.9567   -2.0370   -4.2848   -0.9488    0.0787    6.8946    3.4999    0.9983    3.6159    0.1922    0.2233    5.8426    1.4096
+#> 177:    92.5456   -6.1797   -2.0319   -4.2684   -0.9401    0.0873    6.9744    5.2939    0.9928    3.4880    0.1989    0.2213    5.9613    1.4367
+#> 178:    92.6854   -6.1483   -2.0278   -4.2705   -0.9504    0.0630    5.0582    5.0622    0.9953    3.4915    0.1930    0.2238    5.9775    1.4263
+#> 179:    93.1323   -6.1739   -2.0353   -4.2590   -0.9455    0.0584    4.9914    4.7898    0.9817    3.4163    0.1899    0.2124    5.9579    1.4242
+#> 180:    93.0611   -6.2228   -2.0441   -4.2977   -0.9387    0.0320    4.0323    5.5685    0.9890    3.7202    0.1940    0.2335    6.2224    1.4194
+#> 181:    92.7741   -6.1462   -2.0477   -4.3335   -0.9454    0.1011    3.7007    5.1590    0.9807    3.8469    0.1939    0.2463    5.9703    1.4343
+#> 182:    93.0775   -6.0640   -2.0496   -4.3171   -0.9444    0.0897    5.0266    4.5597    0.9792    3.7741    0.1931    0.2186    5.6727    1.4858
+#> 183:    93.2566   -6.1757   -2.0368   -4.2888   -0.9560    0.0809    5.8284    5.2504    0.9636    3.7078    0.1939    0.2262    5.5170    1.4560
+#> 184:    93.0357   -6.1158   -2.0217   -4.3111   -0.9453    0.0901    6.7209    5.4048    0.9503    3.8949    0.1967    0.2209    5.3578    1.4704
+#> 185:    93.0173   -6.1998   -2.0371   -4.3713   -0.9451    0.0752    6.1040    5.8272    0.9333    4.4038    0.1951    0.2238    5.5896    1.4202
+#> 186:    93.2835   -6.1217   -2.0383   -4.3308   -0.9574    0.1110    6.0519    4.7669    0.9400    4.0265    0.1972    0.2274    5.4560    1.4602
+#> 187:    93.5312   -6.3356   -2.0253   -4.3418   -0.9583    0.1166    6.7561    5.8784    0.9346    4.0264    0.2038    0.2281    5.5024    1.4994
+#> 188:    93.6460   -5.8426   -2.0237   -4.4519   -0.9594    0.1283    6.3492    3.4189    0.9091    4.9358    0.2086    0.2348    5.4301    1.5893
+#> 189:    93.8538   -6.0183   -2.0178   -4.3911   -0.9797    0.1262    8.7939    3.7358    0.9008    4.4894    0.2125    0.2199    5.6613    1.5073
+#> 190:    93.1543   -6.1364   -2.0451   -4.4389   -0.9708    0.1584    9.9803    4.2747    0.8922    4.8507    0.2084    0.2607    5.9136    1.4572
+#> 191:    93.4334   -6.1466   -2.0389   -4.4661   -0.9678    0.1565    7.8390    4.4393    0.9022    4.7857    0.2105    0.2634    5.7161    1.5325
+#> 192:    93.3623   -6.0940   -2.0240   -4.4569   -0.9673    0.1420    8.0856    4.3185    0.8895    4.4721    0.2113    0.2350    5.5282    1.5221
+#> 193:    93.1990   -5.9864   -2.0301   -4.4538   -0.9563    0.1515    8.4425    3.7598    0.8814    4.4376    0.2013    0.2257    5.4205    1.4820
+#> 194:    93.3165   -6.0045   -2.0353   -4.4314   -0.9525    0.1486    8.2370    3.6742    0.8947    4.4594    0.1960    0.2248    5.4579    1.4767
+#> 195:    93.1288   -6.1006   -2.0551   -4.5184   -0.9503    0.1583    9.6259    4.2294    0.9040    5.1981    0.1950    0.1962    5.5602    1.4254
+#> 196:    93.1943   -5.9871   -2.0607   -4.4728   -0.9446    0.1482    9.3401    3.5579    0.8925    4.7901    0.1892    0.1879    5.7296    1.4172
+#> 197:    93.5803   -5.9131   -2.0522   -4.3675   -0.9476    0.1571    7.2599    3.4241    0.8857    3.8551    0.1886    0.1793    5.4832    1.6006
+#> 198:    93.5703   -5.9980   -2.0550   -4.3578   -0.9519    0.1491    7.0416    3.8805    0.8563    3.7930    0.1882    0.1896    5.4355    1.5402
+#> 199:    93.2909   -5.8288   -2.0532   -4.3605   -0.9518    0.1692    8.3926    3.0173    0.8566    3.8610    0.1902    0.2033    5.5735    1.5647
+#> 200:    93.4049   -5.7474   -2.0447   -4.3548   -0.9517    0.1812    7.4977    2.8256    0.8520    3.8236    0.1897    0.2060    5.5092    1.5699
+#> 201:    93.3386   -5.8209   -2.0398   -4.4174   -0.9597    0.1738    6.3555    3.0871    0.8431    4.3211    0.1853    0.2062    5.5460    1.5925
+#> 202:    93.3397   -5.8313   -2.0387   -4.4364   -0.9580    0.1669    6.0946    3.1018    0.8460    4.5093    0.1821    0.2068    5.6622    1.5740
+#> 203:    93.3071   -5.8276   -2.0384   -4.4758   -0.9571    0.1639    5.7815    3.0575    0.8608    4.9441    0.1826    0.2052    5.6855    1.5570
+#> 204:    93.3138   -5.8477   -2.0368   -4.4714   -0.9541    0.1658    5.7526    3.1322    0.8704    4.9129    0.1816    0.2057    5.6642    1.5606
+#> 205:    93.3066   -5.8537   -2.0395   -4.4842   -0.9521    0.1642    5.6045    3.1633    0.8748    5.0053    0.1805    0.2036    5.6633    1.5550
+#> 206:    93.3042   -5.8790   -2.0453   -4.4977   -0.9501    0.1633    5.7219    3.3320    0.8807    5.1121    0.1793    0.1999    5.6888    1.5413
+#> 207:    93.3281   -5.9005   -2.0504   -4.5109   -0.9480    0.1629    5.8004    3.4696    0.8865    5.2248    0.1789    0.1961    5.7206    1.5357
+#> 208:    93.3437   -5.8972   -2.0569   -4.5200   -0.9452    0.1641    5.7523    3.4604    0.8875    5.2848    0.1787    0.1933    5.7450    1.5288
+#> 209:    93.3265   -5.8864   -2.0628   -4.5092   -0.9440    0.1639    5.5355    3.4138    0.8882    5.1586    0.1791    0.1916    5.7744    1.5283
+#> 210:    93.3087   -5.8812   -2.0671   -4.5004   -0.9426    0.1677    5.3488    3.3975    0.8895    5.0589    0.1798    0.1924    5.7781    1.5307
+#> 211:    93.2807   -5.8760   -2.0703   -4.5009   -0.9413    0.1709    5.2654    3.3770    0.8894    5.0377    0.1805    0.1927    5.7808    1.5282
+#> 212:    93.2815   -5.8637   -2.0711   -4.4955   -0.9409    0.1708    5.3028    3.3250    0.8914    4.9702    0.1819    0.1941    5.7827    1.5274
+#> 213:    93.2828   -5.8481   -2.0709   -4.4895   -0.9396    0.1702    5.3840    3.2614    0.8913    4.9108    0.1826    0.1953    5.7744    1.5301
+#> 214:    93.2645   -5.8422   -2.0704   -4.4882   -0.9384    0.1710    5.3939    3.2358    0.8931    4.8944    0.1828    0.1955    5.7797    1.5351
+#> 215:    93.2591   -5.8519   -2.0709   -4.4858   -0.9380    0.1713    5.5142    3.2959    0.8953    4.8587    0.1822    0.1960    5.7853    1.5369
+#> 216:    93.2595   -5.8523   -2.0715   -4.4827   -0.9376    0.1723    5.5563    3.3077    0.8964    4.8306    0.1817    0.1973    5.7975    1.5396
+#> 217:    93.2503   -5.8512   -2.0732   -4.4737   -0.9373    0.1734    5.5036    3.3182    0.8959    4.7582    0.1817    0.1992    5.7940    1.5365
+#> 218:    93.2345   -5.8463   -2.0749   -4.4639   -0.9372    0.1747    5.5046    3.2959    0.8959    4.6771    0.1817    0.2008    5.7889    1.5340
+#> 219:    93.2264   -5.8439   -2.0757   -4.4549   -0.9364    0.1759    5.4970    3.2802    0.8966    4.6015    0.1819    0.2027    5.7804    1.5321
+#> 220:    93.2259   -5.8464   -2.0758   -4.4493   -0.9363    0.1771    5.4793    3.2944    0.8950    4.5498    0.1823    0.2049    5.7745    1.5344
+#> 221:    93.2243   -5.8505   -2.0768   -4.4443   -0.9367    0.1785    5.5360    3.3132    0.8924    4.5028    0.1829    0.2068    5.7556    1.5329
+#> 222:    93.2385   -5.8603   -2.0776   -4.4371   -0.9376    0.1800    5.5401    3.3878    0.8903    4.4416    0.1834    0.2096    5.7522    1.5317
+#> 223:    93.2339   -5.8634   -2.0780   -4.4309   -0.9377    0.1803    5.5522    3.4132    0.8882    4.3844    0.1838    0.2118    5.7457    1.5323
+#> 224:    93.2379   -5.8686   -2.0778   -4.4262   -0.9374    0.1803    5.5469    3.4421    0.8848    4.3375    0.1842    0.2137    5.7429    1.5323
+#> 225:    93.2329   -5.8654   -2.0784   -4.4222   -0.9373    0.1811    5.5553    3.4255    0.8843    4.2952    0.1848    0.2160    5.7452    1.5295
+#> 226:    93.2330   -5.8621   -2.0789   -4.4182   -0.9366    0.1816    5.5838    3.4123    0.8838    4.2565    0.1858    0.2176    5.7453    1.5284
+#> 227:    93.2309   -5.8549   -2.0794   -4.4153   -0.9365    0.1823    5.6720    3.3787    0.8827    4.2227    0.1866    0.2181    5.7339    1.5287
+#> 228:    93.2248   -5.8556   -2.0794   -4.4116   -0.9372    0.1832    5.7344    3.3780    0.8830    4.1863    0.1873    0.2200    5.7232    1.5308
+#> 229:    93.2215   -5.8615   -2.0798   -4.4081   -0.9373    0.1844    5.8478    3.4087    0.8821    4.1558    0.1878    0.2217    5.7174    1.5283
+#> 230:    93.2122   -5.8646   -2.0807   -4.4053   -0.9372    0.1858    5.8987    3.4233    0.8800    4.1288    0.1881    0.2233    5.7073    1.5272
+#> 231:    93.2080   -5.8665   -2.0816   -4.4025   -0.9372    0.1872    5.9544    3.4381    0.8782    4.1008    0.1883    0.2250    5.7006    1.5283
+#> 232:    93.1921   -5.8677   -2.0829   -4.3997   -0.9370    0.1887    5.9768    3.4440    0.8770    4.0748    0.1883    0.2268    5.7012    1.5261
+#> 233:    93.1794   -5.8674   -2.0840   -4.3972   -0.9363    0.1892    6.0074    3.4397    0.8757    4.0495    0.1884    0.2281    5.6997    1.5235
+#> 234:    93.1623   -5.8677   -2.0853   -4.3959   -0.9358    0.1898    5.9759    3.4442    0.8750    4.0330    0.1887    0.2295    5.7000    1.5223
+#> 235:    93.1499   -5.8709   -2.0862   -4.3918   -0.9356    0.1900    5.9951    3.4709    0.8747    4.0020    0.1891    0.2309    5.7002    1.5219
+#> 236:    93.1408   -5.8764   -2.0875   -4.3879   -0.9349    0.1898    6.0359    3.5027    0.8752    3.9720    0.1895    0.2321    5.7098    1.5196
+#> 237:    93.1307   -5.8766   -2.0887   -4.3843   -0.9344    0.1896    6.0589    3.5108    0.8755    3.9437    0.1900    0.2330    5.7176    1.5174
+#> 238:    93.1233   -5.8767   -2.0889   -4.3806   -0.9341    0.1891    6.0959    3.5158    0.8745    3.9173    0.1907    0.2339    5.7198    1.5169
+#> 239:    93.1245   -5.8810   -2.0889   -4.3775   -0.9337    0.1885    6.1196    3.5614    0.8746    3.8935    0.1915    0.2349    5.7177    1.5172
+#> 240:    93.1180   -5.8836   -2.0893   -4.3745   -0.9332    0.1883    6.1647    3.6004    0.8741    3.8709    0.1921    0.2360    5.7150    1.5192
+#> 241:    93.1096   -5.8838   -2.0898   -4.3714   -0.9327    0.1883    6.2283    3.6196    0.8743    3.8487    0.1927    0.2366    5.7177    1.5202
+#> 242:    93.1058   -5.8804   -2.0912   -4.3684   -0.9320    0.1888    6.2553    3.6018    0.8723    3.8274    0.1933    0.2378    5.7265    1.5198
+#> 243:    93.0953   -5.8762   -2.0924   -4.3668   -0.9315    0.1892    6.2692    3.5785    0.8705    3.8130    0.1940    0.2391    5.7353    1.5205
+#> 244:    93.0840   -5.8758   -2.0928   -4.3658   -0.9310    0.1889    6.2702    3.5746    0.8695    3.8007    0.1947    0.2401    5.7382    1.5205
+#> 245:    93.0720   -5.8795   -2.0933   -4.3647   -0.9306    0.1895    6.3022    3.5971    0.8685    3.7886    0.1953    0.2407    5.7367    1.5192
+#> 246:    93.0626   -5.8798   -2.0933   -4.3637   -0.9301    0.1898    6.2987    3.5992    0.8680    3.7781    0.1957    0.2410    5.7331    1.5184
+#> 247:    93.0526   -5.8805   -2.0934   -4.3610   -0.9298    0.1903    6.3067    3.6060    0.8682    3.7618    0.1963    0.2414    5.7329    1.5189
+#> 248:    93.0481   -5.8780   -2.0933   -4.3583   -0.9296    0.1911    6.3135    3.6007    0.8683    3.7460    0.1967    0.2420    5.7344    1.5191
+#> 249:    93.0483   -5.8762   -2.0933   -4.3558   -0.9294    0.1913    6.3095    3.5961    0.8685    3.7298    0.1970    0.2422    5.7414    1.5179
+#> 250:    93.0520   -5.8768   -2.0931   -4.3538   -0.9292    0.1912    6.2900    3.6003    0.8692    3.7176    0.1973    0.2424    5.7547    1.5148
+#> 251:    93.0430   -5.8769   -2.0930   -4.3516   -0.9291    0.1905    6.2815    3.6041    0.8704    3.7045    0.1975    0.2427    5.7653    1.5123
+#> 252:    93.0300   -5.8743   -2.0928   -4.3490   -0.9291    0.1901    6.2896    3.5885    0.8716    3.6919    0.1978    0.2428    5.7797    1.5106
+#> 253:    93.0217   -5.8740   -2.0926   -4.3468   -0.9289    0.1898    6.3238    3.5875    0.8731    3.6817    0.1981    0.2429    5.7885    1.5102
+#> 254:    93.0147   -5.8729   -2.0924   -4.3439   -0.9289    0.1892    6.3418    3.5857    0.8732    3.6683    0.1980    0.2426    5.7912    1.5102
+#> 255:    93.0144   -5.8743   -2.0922   -4.3407   -0.9290    0.1885    6.3755    3.5933    0.8735    3.6580    0.1979    0.2420    5.7932    1.5086
+#> 256:    93.0136   -5.8778   -2.0919   -4.3376   -0.9290    0.1876    6.3932    3.6240    0.8741    3.6481    0.1980    0.2418    5.7969    1.5066
+#> 257:    93.0116   -5.8792   -2.0917   -4.3345   -0.9291    0.1862    6.4096    3.6459    0.8744    3.6385    0.1980    0.2414    5.7990    1.5065
+#> 258:    93.0084   -5.8812   -2.0913   -4.3319   -0.9290    0.1842    6.4231    3.6686    0.8753    3.6281    0.1980    0.2414    5.8024    1.5050
+#> 259:    93.0090   -5.8866   -2.0909   -4.3293   -0.9287    0.1825    6.4361    3.7063    0.8762    3.6181    0.1981    0.2413    5.8106    1.5030
+#> 260:    93.0067   -5.8911   -2.0902   -4.3265   -0.9283    0.1811    6.4128    3.7384    0.8765    3.6076    0.1981    0.2412    5.8102    1.5026
+#> 261:    93.0060   -5.8933   -2.0894   -4.3237   -0.9284    0.1799    6.4253    3.7604    0.8765    3.5968    0.1981    0.2410    5.8080    1.5026
+#> 262:    93.0051   -5.8934   -2.0884   -4.3208   -0.9285    0.1789    6.4008    3.7597    0.8762    3.5855    0.1981    0.2412    5.8046    1.5020
+#> 263:    93.0019   -5.8945   -2.0875   -4.3182   -0.9287    0.1781    6.3788    3.7644    0.8758    3.5756    0.1982    0.2411    5.8048    1.5023
+#> 264:    93.0021   -5.8959   -2.0870   -4.3158   -0.9293    0.1773    6.3614    3.7682    0.8749    3.5667    0.1983    0.2410    5.8017    1.5021
+#> 265:    93.0053   -5.8989   -2.0866   -4.3130   -0.9296    0.1766    6.3506    3.7814    0.8739    3.5567    0.1982    0.2409    5.7995    1.5018
+#> 266:    93.0061   -5.8992   -2.0864   -4.3104   -0.9300    0.1757    6.3307    3.7730    0.8733    3.5471    0.1982    0.2408    5.7994    1.5012
+#> 267:    93.0098   -5.9009   -2.0861   -4.3077   -0.9302    0.1749    6.3326    3.7738    0.8730    3.5388    0.1983    0.2407    5.7964    1.5004
+#> 268:    93.0144   -5.9000   -2.0853   -4.3054   -0.9304    0.1740    6.3487    3.7623    0.8729    3.5290    0.1985    0.2405    5.7897    1.5014
+#> 269:    93.0146   -5.8984   -2.0847   -4.3032   -0.9306    0.1731    6.3716    3.7485    0.8735    3.5197    0.1985    0.2402    5.7867    1.5016
+#> 270:    93.0159   -5.8950   -2.0842   -4.3013   -0.9307    0.1722    6.3630    3.7266    0.8743    3.5098    0.1986    0.2400    5.7837    1.5016
+#> 271:    93.0161   -5.8925   -2.0837   -4.2995   -0.9309    0.1715    6.3539    3.7068    0.8744    3.5001    0.1986    0.2400    5.7843    1.5020
+#> 272:    93.0195   -5.8919   -2.0837   -4.2977   -0.9314    0.1710    6.3430    3.6964    0.8744    3.4922    0.1985    0.2400    5.7859    1.5031
+#> 273:    93.0184   -5.8923   -2.0837   -4.2961   -0.9318    0.1705    6.3531    3.6914    0.8743    3.4854    0.1984    0.2402    5.7880    1.5030
+#> 274:    93.0178   -5.8927   -2.0834   -4.2951   -0.9320    0.1701    6.3818    3.6865    0.8749    3.4824    0.1984    0.2403    5.7928    1.5020
+#> 275:    93.0204   -5.8937   -2.0833   -4.2942   -0.9324    0.1700    6.3961    3.6842    0.8754    3.4790    0.1984    0.2402    5.7949    1.5011
+#> 276:    93.0228   -5.8958   -2.0833   -4.2932   -0.9327    0.1699    6.3965    3.6870    0.8760    3.4752    0.1984    0.2402    5.7934    1.5002
+#> 277:    93.0251   -5.9000   -2.0833   -4.2921   -0.9329    0.1695    6.4076    3.7032    0.8766    3.4712    0.1985    0.2400    5.7979    1.4989
+#> 278:    93.0297   -5.9021   -2.0833   -4.2912   -0.9331    0.1690    6.4279    3.7073    0.8771    3.4671    0.1986    0.2399    5.7978    1.4981
+#> 279:    93.0273   -5.9021   -2.0832   -4.2902   -0.9332    0.1684    6.4349    3.7003    0.8779    3.4622    0.1988    0.2400    5.7993    1.4972
+#> 280:    93.0236   -5.9030   -2.0831   -4.2892   -0.9334    0.1674    6.4776    3.6986    0.8787    3.4576    0.1990    0.2401    5.8026    1.4963
+#> 281:    93.0172   -5.9037   -2.0829   -4.2881   -0.9337    0.1665    6.4942    3.6984    0.8797    3.4536    0.1992    0.2402    5.8056    1.4955
+#> 282:    93.0147   -5.9055   -2.0827   -4.2872   -0.9339    0.1656    6.4861    3.7031    0.8810    3.4492    0.1992    0.2403    5.8107    1.4954
+#> 283:    93.0138   -5.9053   -2.0824   -4.2865   -0.9341    0.1646    6.4962    3.6967    0.8822    3.4451    0.1993    0.2406    5.8142    1.4959
+#> 284:    93.0132   -5.9067   -2.0821   -4.2864   -0.9343    0.1636    6.5021    3.7013    0.8838    3.4437    0.1993    0.2406    5.8146    1.4955
+#> 285:    93.0138   -5.9081   -2.0819   -4.2859   -0.9343    0.1628    6.5037    3.7043    0.8851    3.4406    0.1994    0.2406    5.8146    1.4945
+#> 286:    93.0119   -5.9086   -2.0815   -4.2858   -0.9342    0.1620    6.5068    3.7037    0.8864    3.4395    0.1994    0.2404    5.8133    1.4936
+#> 287:    93.0122   -5.9089   -2.0813   -4.2860   -0.9342    0.1614    6.5202    3.7044    0.8872    3.4399    0.1997    0.2401    5.8096    1.4929
+#> 288:    93.0104   -5.9083   -2.0812   -4.2858   -0.9342    0.1609    6.5237    3.6997    0.8876    3.4376    0.1999    0.2398    5.8041    1.4924
+#> 289:    93.0076   -5.9066   -2.0812   -4.2854   -0.9342    0.1604    6.5121    3.6893    0.8881    3.4342    0.1999    0.2394    5.8021    1.4922
+#> 290:    93.0064   -5.9052   -2.0813   -4.2851   -0.9343    0.1602    6.5106    3.6772    0.8886    3.4309    0.2000    0.2389    5.7988    1.4915
+#> 291:    93.0071   -5.9031   -2.0813   -4.2849   -0.9345    0.1601    6.5031    3.6628    0.8891    3.4284    0.2000    0.2384    5.7959    1.4908
+#> 292:    93.0114   -5.9023   -2.0809   -4.2841   -0.9346    0.1594    6.4930    3.6538    0.8894    3.4237    0.2001    0.2383    5.7923    1.4902
+#> 293:    93.0148   -5.9032   -2.0807   -4.2834   -0.9348    0.1589    6.4836    3.6542    0.8898    3.4206    0.2002    0.2380    5.7893    1.4893
+#> 294:    93.0161   -5.9026   -2.0806   -4.2826   -0.9349    0.1582    6.4719    3.6469    0.8901    3.4176    0.2005    0.2375    5.7898    1.4886
+#> 295:    93.0212   -5.9008   -2.0806   -4.2817   -0.9350    0.1576    6.4649    3.6372    0.8904    3.4145    0.2007    0.2370    5.7885    1.4890
+#> 296:    93.0270   -5.8989   -2.0805   -4.2809   -0.9351    0.1569    6.4835    3.6279    0.8911    3.4124    0.2010    0.2366    5.7886    1.4884
+#> 297:    93.0291   -5.8969   -2.0803   -4.2800   -0.9352    0.1560    6.5014    3.6177    0.8915    3.4094    0.2012    0.2364    5.7873    1.4880
+#> 298:    93.0332   -5.8963   -2.0801   -4.2790   -0.9352    0.1551    6.5168    3.6111    0.8919    3.4065    0.2014    0.2361    5.7855    1.4875
+#> 299:    93.0339   -5.8961   -2.0799   -4.2782   -0.9352    0.1542    6.5288    3.6081    0.8927    3.4038    0.2015    0.2358    5.7844    1.4869
+#> 300:    93.0335   -5.8971   -2.0797   -4.2772   -0.9351    0.1533    6.5409    3.6097    0.8937    3.4009    0.2017    0.2356    5.7844    1.4859
+#> 301:    93.0320   -5.8979   -2.0796   -4.2762   -0.9350    0.1522    6.5553    3.6126    0.8945    3.3977    0.2020    0.2354    5.7898    1.4847
+#> 302:    93.0321   -5.8997   -2.0795   -4.2751   -0.9351    0.1513    6.5737    3.6195    0.8956    3.3943    0.2023    0.2351    5.7917    1.4835
+#> 303:    93.0328   -5.8984   -2.0792   -4.2739   -0.9351    0.1504    6.5888    3.6111    0.8964    3.3912    0.2025    0.2350    5.7915    1.4825
+#> 304:    93.0357   -5.8969   -2.0790   -4.2728   -0.9350    0.1494    6.5907    3.6018    0.8975    3.3882    0.2026    0.2348    5.7929    1.4813
+#> 305:    93.0351   -5.8953   -2.0786   -4.2718   -0.9349    0.1484    6.5764    3.5916    0.8986    3.3858    0.2027    0.2345    5.7937    1.4816
+#> 306:    93.0352   -5.8950   -2.0784   -4.2707   -0.9350    0.1475    6.5727    3.5890    0.8999    3.3835    0.2028    0.2341    5.7981    1.4810
+#> 307:    93.0354   -5.8947   -2.0784   -4.2699   -0.9351    0.1466    6.5759    3.5853    0.9010    3.3820    0.2030    0.2339    5.8028    1.4799
+#> 308:    93.0336   -5.8938   -2.0783   -4.2690   -0.9351    0.1459    6.5855    3.5776    0.9022    3.3809    0.2031    0.2333    5.8014    1.4788
+#> 309:    93.0311   -5.8931   -2.0780   -4.2683   -0.9351    0.1452    6.5799    3.5717    0.9038    3.3805    0.2033    0.2328    5.8048    1.4779
+#> 310:    93.0303   -5.8915   -2.0778   -4.2675   -0.9352    0.1447    6.5716    3.5609    0.9046    3.3797    0.2033    0.2323    5.8060    1.4774
+#> 311:    93.0275   -5.8915   -2.0776   -4.2668   -0.9352    0.1441    6.5679    3.5581    0.9052    3.3788    0.2034    0.2319    5.8056    1.4770
+#> 312:    93.0258   -5.8920   -2.0775   -4.2659   -0.9352    0.1435    6.5573    3.5571    0.9058    3.3775    0.2033    0.2314    5.8053    1.4766
+#> 313:    93.0234   -5.8928   -2.0773   -4.2649   -0.9353    0.1431    6.5510    3.5573    0.9065    3.3761    0.2033    0.2309    5.8046    1.4757
+#> 314:    93.0237   -5.8937   -2.0771   -4.2639   -0.9355    0.1425    6.5488    3.5578    0.9074    3.3747    0.2033    0.2303    5.8029    1.4751
+#> 315:    93.0237   -5.8940   -2.0769   -4.2629   -0.9357    0.1420    6.5480    3.5565    0.9081    3.3730    0.2034    0.2299    5.8010    1.4746
+#> 316:    93.0218   -5.8936   -2.0767   -4.2617   -0.9358    0.1413    6.5424    3.5517    0.9087    3.3705    0.2034    0.2296    5.7992    1.4741
+#> 317:    93.0218   -5.8932   -2.0766   -4.2606   -0.9359    0.1406    6.5576    3.5474    0.9091    3.3679    0.2034    0.2292    5.7965    1.4736
+#> 318:    93.0215   -5.8927   -2.0765   -4.2597   -0.9361    0.1402    6.5884    3.5420    0.9096    3.3661    0.2034    0.2288    5.7960    1.4727
+#> 319:    93.0201   -5.8938   -2.0764   -4.2588   -0.9361    0.1397    6.6095    3.5439    0.9101    3.3642    0.2034    0.2283    5.7943    1.4719
+#> 320:    93.0188   -5.8926   -2.0763   -4.2579   -0.9361    0.1392    6.6170    3.5368    0.9103    3.3622    0.2034    0.2282    5.7930    1.4711
+#> 321:    93.0155   -5.8908   -2.0762   -4.2569   -0.9361    0.1385    6.6328    3.5268    0.9105    3.3598    0.2033    0.2282    5.7921    1.4702
+#> 322:    93.0133   -5.8894   -2.0760   -4.2561   -0.9360    0.1378    6.6415    3.5192    0.9110    3.3580    0.2032    0.2282    5.7903    1.4698
+#> 323:    93.0089   -5.8888   -2.0759   -4.2555   -0.9360    0.1372    6.6480    3.5131    0.9107    3.3563    0.2031    0.2285    5.7915    1.4691
+#> 324:    93.0038   -5.8881   -2.0758   -4.2547   -0.9359    0.1364    6.6639    3.5076    0.9106    3.3547    0.2029    0.2287    5.7912    1.4687
+#> 325:    93.0011   -5.8871   -2.0756   -4.2540   -0.9359    0.1361    6.6587    3.5005    0.9102    3.3531    0.2028    0.2289    5.7896    1.4686
+#> 326:    93.0033   -5.8874   -2.0755   -4.2535   -0.9360    0.1360    6.6621    3.4995    0.9098    3.3510    0.2026    0.2294    5.7883    1.4686
+#> 327:    93.0039   -5.8885   -2.0754   -4.2532   -0.9361    0.1359    6.6589    3.5051    0.9093    3.3497    0.2025    0.2297    5.7869    1.4687
+#> 328:    93.0061   -5.8896   -2.0753   -4.2529   -0.9362    0.1355    6.6671    3.5132    0.9088    3.3484    0.2024    0.2299    5.7854    1.4687
+#> 329:    93.0077   -5.8915   -2.0755   -4.2525   -0.9363    0.1352    6.6719    3.5255    0.9085    3.3464    0.2024    0.2301    5.7850    1.4682
+#> 330:    93.0061   -5.8942   -2.0757   -4.2518   -0.9365    0.1351    6.6696    3.5399    0.9083    3.3438    0.2023    0.2302    5.7840    1.4680
+#> 331:    93.0032   -5.8953   -2.0759   -4.2513   -0.9366    0.1348    6.6554    3.5433    0.9080    3.3411    0.2022    0.2302    5.7839    1.4677
+#> 332:    93.0013   -5.8956   -2.0761   -4.2507   -0.9367    0.1347    6.6298    3.5423    0.9079    3.3385    0.2021    0.2302    5.7851    1.4672
+#> 333:    93.0026   -5.8950   -2.0764   -4.2502   -0.9368    0.1346    6.6207    3.5365    0.9078    3.3357    0.2021    0.2303    5.7849    1.4667
+#> 334:    93.0019   -5.8933   -2.0767   -4.2497   -0.9369    0.1348    6.6145    3.5259    0.9077    3.3330    0.2021    0.2302    5.7856    1.4662
+#> 335:    93.0038   -5.8930   -2.0768   -4.2492   -0.9370    0.1348    6.6200    3.5227    0.9078    3.3307    0.2020    0.2303    5.7845    1.4654
+#> 336:    93.0038   -5.8923   -2.0765   -4.2488   -0.9371    0.1348    6.6316    3.5180    0.9081    3.3291    0.2019    0.2304    5.7837    1.4654
+#> 337:    93.0074   -5.8927   -2.0764   -4.2485   -0.9373    0.1349    6.6509    3.5187    0.9083    3.3275    0.2018    0.2304    5.7808    1.4655
+#> 338:    93.0117   -5.8950   -2.0761   -4.2483   -0.9377    0.1349    6.6559    3.5291    0.9087    3.3263    0.2018    0.2303    5.7770    1.4657
+#> 339:    93.0172   -5.8960   -2.0759   -4.2482   -0.9380    0.1349    6.6610    3.5304    0.9090    3.3260    0.2017    0.2302    5.7744    1.4657
+#> 340:    93.0179   -5.8977   -2.0757   -4.2481   -0.9383    0.1349    6.6583    3.5340    0.9093    3.3263    0.2017    0.2301    5.7749    1.4650
+#> 341:    93.0201   -5.8986   -2.0755   -4.2484   -0.9386    0.1348    6.6603    3.5337    0.9092    3.3283    0.2018    0.2300    5.7738    1.4650
+#> 342:    93.0245   -5.8990   -2.0752   -4.2484   -0.9389    0.1348    6.6680    3.5324    0.9093    3.3297    0.2018    0.2300    5.7727    1.4649
+#> 343:    93.0302   -5.9006   -2.0751   -4.2484   -0.9391    0.1347    6.6715    3.5367    0.9093    3.3313    0.2017    0.2300    5.7729    1.4645
+#> 344:    93.0340   -5.9026   -2.0749   -4.2484   -0.9394    0.1346    6.6793    3.5438    0.9093    3.3326    0.2017    0.2301    5.7709    1.4646
+#> 345:    93.0372   -5.9049   -2.0746   -4.2484   -0.9397    0.1347    6.6874    3.5515    0.9090    3.3340    0.2017    0.2301    5.7688    1.4648
+#> 346:    93.0372   -5.9063   -2.0743   -4.2483   -0.9399    0.1348    6.6963    3.5592    0.9090    3.3348    0.2018    0.2299    5.7680    1.4656
+#> 347:    93.0383   -5.9075   -2.0742   -4.2481   -0.9402    0.1350    6.7101    3.5658    0.9093    3.3353    0.2018    0.2299    5.7672    1.4649
+#> 348:    93.0412   -5.9084   -2.0742   -4.2479   -0.9405    0.1351    6.7183    3.5707    0.9095    3.3356    0.2019    0.2297    5.7657    1.4645
+#> 349:    93.0436   -5.9097   -2.0742   -4.2477   -0.9407    0.1351    6.7143    3.5783    0.9098    3.3359    0.2019    0.2295    5.7646    1.4643
+#> 350:    93.0476   -5.9105   -2.0742   -4.2474   -0.9409    0.1351    6.7239    3.5808    0.9100    3.3354    0.2019    0.2294    5.7628    1.4639
+#> 351:    93.0506   -5.9113   -2.0741   -4.2473   -0.9411    0.1352    6.7270    3.5825    0.9103    3.3356    0.2019    0.2292    5.7604    1.4637
+#> 352:    93.0529   -5.9127   -2.0740   -4.2471   -0.9413    0.1353    6.7312    3.5886    0.9107    3.3358    0.2019    0.2290    5.7594    1.4634
+#> 353:    93.0580   -5.9139   -2.0739   -4.2470   -0.9415    0.1354    6.7315    3.5922    0.9111    3.3357    0.2019    0.2288    5.7571    1.4636
+#> 354:    93.0639   -5.9129   -2.0738   -4.2468   -0.9417    0.1354    6.7390    3.5876    0.9112    3.3356    0.2018    0.2286    5.7541    1.4642
+#> 355:    93.0671   -5.9131   -2.0737   -4.2467   -0.9417    0.1353    6.7348    3.5906    0.9113    3.3354    0.2017    0.2284    5.7520    1.4648
+#> 356:    93.0682   -5.9134   -2.0737   -4.2465   -0.9418    0.1352    6.7329    3.5962    0.9113    3.3353    0.2017    0.2283    5.7505    1.4649
+#> 357:    93.0698   -5.9128   -2.0738   -4.2471   -0.9418    0.1354    6.7397    3.5933    0.9115    3.3388    0.2016    0.2280    5.7512    1.4651
+#> 358:    93.0709   -5.9129   -2.0740   -4.2475   -0.9419    0.1355    6.7379    3.5915    0.9119    3.3416    0.2016    0.2278    5.7526    1.4644
+#> 359:    93.0718   -5.9128   -2.0742   -4.2478   -0.9419    0.1358    6.7428    3.5886    0.9123    3.3432    0.2015    0.2275    5.7516    1.4641
+#> 360:    93.0693   -5.9136   -2.0743   -4.2481   -0.9419    0.1360    6.7385    3.5930    0.9125    3.3443    0.2015    0.2272    5.7511    1.4636
+#> 361:    93.0674   -5.9148   -2.0744   -4.2484   -0.9419    0.1361    6.7230    3.6002    0.9127    3.3458    0.2015    0.2270    5.7514    1.4634
+#> 362:    93.0660   -5.9168   -2.0745   -4.2486   -0.9420    0.1361    6.7313    3.6117    0.9130    3.3473    0.2014    0.2270    5.7506    1.4636
+#> 363:    93.0635   -5.9196   -2.0746   -4.2490   -0.9421    0.1360    6.7388    3.6275    0.9132    3.3500    0.2014    0.2269    5.7493    1.4636
+#> 364:    93.0631   -5.9210   -2.0747   -4.2497   -0.9421    0.1361    6.7383    3.6323    0.9135    3.3548    0.2015    0.2268    5.7483    1.4634
+#> 365:    93.0635   -5.9219   -2.0747   -4.2504   -0.9421    0.1361    6.7402    3.6341    0.9137    3.3590    0.2015    0.2268    5.7461    1.4635
+#> 366:    93.0640   -5.9232   -2.0746   -4.2511   -0.9422    0.1362    6.7477    3.6409    0.9142    3.3624    0.2015    0.2267    5.7451    1.4641
+#> 367:    93.0616   -5.9247   -2.0746   -4.2518   -0.9422    0.1364    6.7557    3.6473    0.9148    3.3653    0.2015    0.2269    5.7472    1.4640
+#> 368:    93.0601   -5.9247   -2.0746   -4.2522   -0.9422    0.1366    6.7632    3.6452    0.9150    3.3678    0.2015    0.2270    5.7482    1.4639
+#> 369:    93.0583   -5.9240   -2.0748   -4.2527   -0.9423    0.1369    6.7737    3.6395    0.9148    3.3695    0.2015    0.2273    5.7499    1.4636
+#> 370:    93.0591   -5.9236   -2.0752   -4.2532   -0.9423    0.1373    6.7721    3.6352    0.9145    3.3718    0.2015    0.2276    5.7513    1.4636
+#> 371:    93.0607   -5.9235   -2.0755   -4.2540   -0.9424    0.1378    6.7682    3.6330    0.9143    3.3754    0.2015    0.2280    5.7535    1.4635
+#> 372:    93.0615   -5.9229   -2.0759   -4.2549   -0.9424    0.1382    6.7640    3.6288    0.9142    3.3795    0.2014    0.2284    5.7553    1.4633
+#> 373:    93.0612   -5.9237   -2.0763   -4.2557   -0.9424    0.1385    6.7641    3.6327    0.9140    3.3832    0.2012    0.2288    5.7570    1.4629
+#> 374:    93.0611   -5.9240   -2.0766   -4.2565   -0.9424    0.1389    6.7701    3.6341    0.9137    3.3872    0.2011    0.2293    5.7599    1.4625
+#> 375:    93.0615   -5.9247   -2.0770   -4.2573   -0.9424    0.1393    6.7729    3.6362    0.9134    3.3912    0.2009    0.2296    5.7629    1.4620
+#> 376:    93.0621   -5.9248   -2.0772   -4.2578   -0.9425    0.1397    6.7732    3.6371    0.9132    3.3931    0.2008    0.2298    5.7654    1.4613
+#> 377:    93.0622   -5.9255   -2.0774   -4.2582   -0.9426    0.1401    6.7681    3.6389    0.9130    3.3953    0.2007    0.2300    5.7678    1.4607
+#> 378:    93.0609   -5.9256   -2.0775   -4.2585   -0.9426    0.1402    6.7705    3.6381    0.9128    3.3972    0.2006    0.2301    5.7673    1.4602
+#> 379:    93.0590   -5.9262   -2.0776   -4.2589   -0.9426    0.1404    6.7777    3.6382    0.9127    3.3991    0.2005    0.2303    5.7668    1.4599
+#> 380:    93.0607   -5.9258   -2.0777   -4.2595   -0.9427    0.1407    6.7836    3.6350    0.9127    3.4031    0.2004    0.2305    5.7665    1.4598
+#> 381:    93.0617   -5.9251   -2.0777   -4.2596   -0.9427    0.1410    6.7880    3.6294    0.9125    3.4030    0.2003    0.2307    5.7651    1.4601
+#> 382:    93.0631   -5.9252   -2.0777   -4.2599   -0.9428    0.1413    6.7912    3.6278    0.9123    3.4038    0.2002    0.2310    5.7649    1.4606
+#> 383:    93.0621   -5.9253   -2.0778   -4.2602   -0.9429    0.1415    6.7834    3.6279    0.9119    3.4053    0.2000    0.2312    5.7657    1.4607
+#> 384:    93.0614   -5.9254   -2.0779   -4.2604   -0.9430    0.1416    6.7853    3.6280    0.9115    3.4066    0.1999    0.2313    5.7662    1.4608
+#> 385:    93.0613   -5.9259   -2.0780   -4.2605   -0.9430    0.1418    6.7757    3.6301    0.9112    3.4066    0.1997    0.2315    5.7678    1.4609
+#> 386:    93.0614   -5.9264   -2.0780   -4.2607   -0.9431    0.1418    6.7610    3.6331    0.9110    3.4073    0.1995    0.2317    5.7696    1.4612
+#> 387:    93.0631   -5.9276   -2.0780   -4.2610   -0.9432    0.1420    6.7595    3.6397    0.9108    3.4085    0.1993    0.2318    5.7716    1.4612
+#> 388:    93.0650   -5.9282   -2.0779   -4.2613   -0.9433    0.1421    6.7552    3.6445    0.9106    3.4092    0.1992    0.2318    5.7731    1.4612
+#> 389:    93.0644   -5.9286   -2.0779   -4.2616   -0.9434    0.1422    6.7488    3.6471    0.9104    3.4098    0.1991    0.2317    5.7724    1.4614
+#> 390:    93.0653   -5.9297   -2.0778   -4.2619   -0.9435    0.1423    6.7412    3.6524    0.9101    3.4103    0.1990    0.2317    5.7722    1.4615
+#> 391:    93.0647   -5.9297   -2.0778   -4.2623   -0.9435    0.1425    6.7508    3.6524    0.9101    3.4115    0.1989    0.2317    5.7729    1.4621
+#> 392:    93.0637   -5.9293   -2.0778   -4.2624   -0.9436    0.1427    6.7572    3.6498    0.9102    3.4109    0.1988    0.2317    5.7727    1.4623
+#> 393:    93.0657   -5.9294   -2.0778   -4.2632   -0.9436    0.1429    6.7607    3.6496    0.9104    3.4148    0.1987    0.2318    5.7719    1.4621
+#> 394:    93.0689   -5.9293   -2.0779   -4.2635   -0.9438    0.1431    6.7635    3.6489    0.9108    3.4141    0.1987    0.2318    5.7724    1.4623
+#> 395:    93.0705   -5.9295   -2.0780   -4.2640   -0.9438    0.1433    6.7753    3.6500    0.9110    3.4145    0.1986    0.2319    5.7724    1.4622
+#> 396:    93.0704   -5.9296   -2.0780   -4.2648   -0.9438    0.1435    6.7793    3.6511    0.9112    3.4175    0.1985    0.2319    5.7720    1.4618
+#> 397:    93.0715   -5.9302   -2.0781   -4.2656   -0.9438    0.1437    6.7782    3.6530    0.9114    3.4206    0.1985    0.2320    5.7706    1.4617
+#> 398:    93.0719   -5.9297   -2.0781   -4.2666   -0.9438    0.1439    6.7774    3.6510    0.9120    3.4258    0.1984    0.2319    5.7709    1.4616
+#> 399:    93.0720   -5.9296   -2.0781   -4.2678   -0.9438    0.1441    6.7819    3.6526    0.9126    3.4317    0.1984    0.2319    5.7717    1.4615
+#> 400:    93.0730   -5.9296   -2.0783   -4.2691   -0.9438    0.1443    6.7786    3.6538    0.9129    3.4389    0.1983    0.2319    5.7716    1.4614
+#> 401:    93.0728   -5.9292   -2.0783   -4.2706   -0.9437    0.1445    6.7731    3.6521    0.9133    3.4478    0.1982    0.2319    5.7701    1.4615
+#> 402:    93.0732   -5.9289   -2.0784   -4.2718   -0.9438    0.1447    6.7698    3.6517    0.9137    3.4542    0.1981    0.2319    5.7689    1.4618
+#> 403:    93.0732   -5.9301   -2.0785   -4.2730   -0.9438    0.1450    6.7640    3.6576    0.9142    3.4593    0.1980    0.2320    5.7693    1.4615
+#> 404:    93.0710   -5.9316   -2.0787   -4.2740   -0.9439    0.1453    6.7544    3.6647    0.9147    3.4644    0.1979    0.2320    5.7708    1.4611
+#> 405:    93.0687   -5.9322   -2.0788   -4.2750   -0.9440    0.1454    6.7547    3.6663    0.9153    3.4693    0.1978    0.2322    5.7714    1.4608
+#> 406:    93.0673   -5.9337   -2.0789   -4.2760   -0.9440    0.1456    6.7563    3.6726    0.9163    3.4742    0.1977    0.2324    5.7718    1.4603
+#> 407:    93.0653   -5.9345   -2.0791   -4.2769   -0.9440    0.1456    6.7601    3.6756    0.9169    3.4786    0.1976    0.2327    5.7732    1.4598
+#> 408:    93.0640   -5.9357   -2.0793   -4.2779   -0.9440    0.1455    6.7547    3.6821    0.9177    3.4838    0.1974    0.2329    5.7751    1.4592
+#> 409:    93.0646   -5.9371   -2.0795   -4.2784   -0.9440    0.1456    6.7486    3.6915    0.9184    3.4863    0.1973    0.2330    5.7766    1.4588
+#> 410:    93.0639   -5.9391   -2.0797   -4.2791   -0.9441    0.1457    6.7523    3.7048    0.9192    3.4889    0.1972    0.2329    5.7770    1.4582
+#> 411:    93.0628   -5.9401   -2.0799   -4.2799   -0.9442    0.1457    6.7529    3.7113    0.9199    3.4929    0.1972    0.2329    5.7761    1.4580
+#> 412:    93.0620   -5.9402   -2.0801   -4.2808   -0.9443    0.1458    6.7502    3.7099    0.9207    3.4972    0.1971    0.2328    5.7767    1.4577
+#> 413:    93.0628   -5.9403   -2.0804   -4.2816   -0.9443    0.1461    6.7466    3.7091    0.9214    3.5007    0.1970    0.2326    5.7771    1.4572
+#> 414:    93.0627   -5.9405   -2.0807   -4.2825   -0.9443    0.1463    6.7480    3.7089    0.9221    3.5048    0.1969    0.2325    5.7774    1.4567
+#> 415:    93.0614   -5.9402   -2.0810   -4.2836   -0.9443    0.1465    6.7474    3.7066    0.9226    3.5098    0.1969    0.2323    5.7780    1.4564
+#> 416:    93.0610   -5.9408   -2.0813   -4.2848   -0.9443    0.1469    6.7544    3.7116    0.9229    3.5157    0.1968    0.2321    5.7786    1.4559
+#> 417:    93.0601   -5.9413   -2.0815   -4.2860   -0.9443    0.1471    6.7592    3.7158    0.9234    3.5206    0.1967    0.2319    5.7793    1.4556
+#> 418:    93.0606   -5.9424   -2.0817   -4.2868   -0.9444    0.1473    6.7589    3.7214    0.9238    3.5237    0.1966    0.2318    5.7787    1.4553
+#> 419:    93.0605   -5.9433   -2.0818   -4.2877   -0.9444    0.1476    6.7641    3.7253    0.9242    3.5274    0.1965    0.2316    5.7780    1.4552
+#> 420:    93.0623   -5.9427   -2.0819   -4.2886   -0.9445    0.1478    6.7593    3.7216    0.9246    3.5310    0.1965    0.2314    5.7772    1.4551
+#> 421:    93.0630   -5.9418   -2.0819   -4.2895   -0.9445    0.1480    6.7489    3.7166    0.9250    3.5337    0.1964    0.2312    5.7764    1.4552
+#> 422:    93.0626   -5.9410   -2.0820   -4.2900   -0.9445    0.1482    6.7452    3.7124    0.9253    3.5350    0.1963    0.2311    5.7758    1.4549
+#> 423:    93.0629   -5.9407   -2.0822   -4.2906   -0.9446    0.1484    6.7409    3.7095    0.9256    3.5360    0.1963    0.2309    5.7753    1.4546
+#> 424:    93.0637   -5.9404   -2.0821   -4.2912   -0.9446    0.1485    6.7387    3.7073    0.9258    3.5370    0.1962    0.2308    5.7733    1.4546
+#> 425:    93.0625   -5.9402   -2.0821   -4.2917   -0.9447    0.1486    6.7330    3.7061    0.9258    3.5381    0.1961    0.2306    5.7722    1.4548
+#> 426:    93.0624   -5.9399   -2.0820   -4.2921   -0.9447    0.1487    6.7256    3.7034    0.9259    3.5387    0.1961    0.2304    5.7719    1.4545
+#> 427:    93.0606   -5.9397   -2.0821   -4.2925   -0.9447    0.1488    6.7139    3.7010    0.9257    3.5394    0.1961    0.2301    5.7730    1.4545
+#> 428:    93.0601   -5.9394   -2.0822   -4.2929   -0.9447    0.1489    6.7062    3.6984    0.9256    3.5405    0.1961    0.2298    5.7723    1.4543
+#> 429:    93.0615   -5.9391   -2.0821   -4.2933   -0.9447    0.1490    6.7040    3.6956    0.9254    3.5412    0.1960    0.2297    5.7714    1.4544
+#> 430:    93.0654   -5.9389   -2.0820   -4.2934   -0.9448    0.1491    6.7016    3.6934    0.9253    3.5412    0.1960    0.2295    5.7710    1.4546
+#> 431:    93.0674   -5.9392   -2.0819   -4.2936   -0.9449    0.1491    6.6946    3.6935    0.9252    3.5414    0.1960    0.2294    5.7699    1.4547
+#> 432:    93.0683   -5.9401   -2.0818   -4.2938   -0.9450    0.1491    6.6895    3.6960    0.9250    3.5417    0.1961    0.2292    5.7687    1.4549
+#> 433:    93.0693   -5.9411   -2.0815   -4.2942   -0.9451    0.1491    6.6826    3.7003    0.9254    3.5433    0.1961    0.2291    5.7679    1.4549
+#> 434:    93.0720   -5.9410   -2.0813   -4.2945   -0.9452    0.1491    6.6842    3.6998    0.9258    3.5440    0.1960    0.2290    5.7662    1.4548
+#> 435:    93.0735   -5.9417   -2.0811   -4.2947   -0.9453    0.1490    6.6907    3.7029    0.9261    3.5446    0.1960    0.2290    5.7651    1.4548
+#> 436:    93.0752   -5.9430   -2.0809   -4.2949   -0.9454    0.1489    6.6939    3.7083    0.9266    3.5459    0.1959    0.2290    5.7638    1.4547
+#> 437:    93.0774   -5.9442   -2.0807   -4.2952   -0.9455    0.1487    6.7016    3.7147    0.9270    3.5474    0.1960    0.2290    5.7624    1.4550
+#> 438:    93.0795   -5.9453   -2.0805   -4.2954   -0.9456    0.1485    6.7089    3.7212    0.9275    3.5491    0.1959    0.2291    5.7614    1.4551
+#> 439:    93.0816   -5.9467   -2.0802   -4.2956   -0.9457    0.1484    6.7230    3.7291    0.9281    3.5503    0.1959    0.2293    5.7616    1.4551
+#> 440:    93.0834   -5.9475   -2.0800   -4.2957   -0.9458    0.1480    6.7306    3.7340    0.9287    3.5512    0.1960    0.2295    5.7631    1.4551
+#> 441:    93.0855   -5.9480   -2.0797   -4.2961   -0.9459    0.1478    6.7436    3.7373    0.9292    3.5534    0.1960    0.2299    5.7642    1.4553
+#> 442:    93.0885   -5.9488   -2.0793   -4.2963   -0.9460    0.1474    6.7533    3.7419    0.9297    3.5546    0.1960    0.2304    5.7630    1.4554
+#> 443:    93.0907   -5.9497   -2.0789   -4.2967   -0.9461    0.1471    6.7641    3.7469    0.9304    3.5570    0.1960    0.2308    5.7616    1.4554
+#> 444:    93.0905   -5.9504   -2.0785   -4.2972   -0.9462    0.1467    6.7570    3.7486    0.9312    3.5601    0.1960    0.2311    5.7604    1.4553
+#> 445:    93.0903   -5.9515   -2.0782   -4.2977   -0.9462    0.1462    6.7547    3.7543    0.9319    3.5635    0.1960    0.2314    5.7595    1.4550
+#> 446:    93.0902   -5.9530   -2.0778   -4.2982   -0.9462    0.1459    6.7562    3.7615    0.9325    3.5664    0.1960    0.2316    5.7580    1.4548
+#> 447:    93.0905   -5.9541   -2.0775   -4.2990   -0.9463    0.1455    6.7639    3.7668    0.9333    3.5719    0.1960    0.2318    5.7574    1.4543
+#> 448:    93.0912   -5.9555   -2.0772   -4.2999   -0.9463    0.1452    6.7671    3.7736    0.9340    3.5783    0.1960    0.2322    5.7572    1.4540
+#> 449:    93.0918   -5.9570   -2.0769   -4.3004   -0.9464    0.1448    6.7824    3.7802    0.9345    3.5809    0.1960    0.2326    5.7561    1.4537
+#> 450:    93.0901   -5.9579   -2.0766   -4.3011   -0.9464    0.1444    6.7866    3.7829    0.9351    3.5853    0.1959    0.2329    5.7551    1.4536
+#> 451:    93.0899   -5.9594   -2.0763   -4.3016   -0.9465    0.1439    6.7875    3.7896    0.9356    3.5888    0.1959    0.2332    5.7550    1.4537
+#> 452:    93.0902   -5.9603   -2.0759   -4.3023   -0.9465    0.1435    6.7953    3.7926    0.9363    3.5927    0.1958    0.2335    5.7537    1.4538
+#> 453:    93.0906   -5.9615   -2.0755   -4.3026   -0.9465    0.1430    6.7996    3.7982    0.9372    3.5950    0.1958    0.2338    5.7531    1.4539
+#> 454:    93.0909   -5.9614   -2.0751   -4.3029   -0.9465    0.1425    6.8016    3.7969    0.9381    3.5976    0.1958    0.2340    5.7532    1.4540
+#> 455:    93.0909   -5.9610   -2.0749   -4.3035   -0.9464    0.1420    6.8022    3.7940    0.9391    3.6022    0.1957    0.2342    5.7532    1.4539
+#> 456:    93.0916   -5.9600   -2.0746   -4.3045   -0.9463    0.1416    6.7942    3.7893    0.9398    3.6104    0.1957    0.2344    5.7540    1.4537
+#> 457:    93.0905   -5.9595   -2.0744   -4.3058   -0.9463    0.1411    6.7931    3.7866    0.9407    3.6210    0.1956    0.2345    5.7551    1.4534
+#> 458:    93.0905   -5.9597   -2.0742   -4.3071   -0.9462    0.1407    6.7877    3.7882    0.9416    3.6327    0.1955    0.2347    5.7566    1.4532
+#> 459:    93.0895   -5.9598   -2.0741   -4.3078   -0.9461    0.1402    6.7884    3.7889    0.9425    3.6383    0.1955    0.2349    5.7601    1.4527
+#> 460:    93.0871   -5.9602   -2.0741   -4.3086   -0.9460    0.1398    6.7889    3.7912    0.9434    3.6439    0.1954    0.2350    5.7619    1.4522
+#> 461:    93.0854   -5.9613   -2.0739   -4.3091   -0.9459    0.1393    6.7813    3.7973    0.9440    3.6481    0.1953    0.2351    5.7620    1.4520
+#> 462:    93.0838   -5.9623   -2.0737   -4.3093   -0.9458    0.1388    6.7791    3.8037    0.9445    3.6498    0.1953    0.2353    5.7616    1.4518
+#> 463:    93.0816   -5.9629   -2.0734   -4.3095   -0.9457    0.1384    6.7733    3.8070    0.9451    3.6508    0.1952    0.2355    5.7626    1.4519
+#> 464:    93.0792   -5.9631   -2.0731   -4.3095   -0.9457    0.1379    6.7697    3.8081    0.9460    3.6507    0.1951    0.2358    5.7638    1.4518
+#> 465:    93.0775   -5.9633   -2.0728   -4.3095   -0.9456    0.1374    6.7717    3.8095    0.9466    3.6506    0.1950    0.2361    5.7647    1.4519
+#> 466:    93.0774   -5.9640   -2.0725   -4.3097   -0.9455    0.1368    6.7686    3.8141    0.9473    3.6516    0.1949    0.2363    5.7662    1.4516
+#> 467:    93.0773   -5.9646   -2.0722   -4.3100   -0.9454    0.1364    6.7668    3.8172    0.9480    3.6535    0.1948    0.2366    5.7671    1.4516
+#> 468:    93.0777   -5.9653   -2.0719   -4.3106   -0.9453    0.1358    6.7648    3.8226    0.9487    3.6566    0.1947    0.2371    5.7681    1.4514
+#> 469:    93.0778   -5.9657   -2.0717   -4.3112   -0.9453    0.1353    6.7617    3.8253    0.9495    3.6588    0.1947    0.2375    5.7686    1.4510
+#> 470:    93.0769   -5.9663   -2.0715   -4.3117   -0.9452    0.1347    6.7650    3.8278    0.9503    3.6613    0.1947    0.2379    5.7688    1.4506
+#> 471:    93.0749   -5.9664   -2.0714   -4.3123   -0.9451    0.1342    6.7708    3.8280    0.9510    3.6643    0.1947    0.2383    5.7699    1.4505
+#> 472:    93.0721   -5.9668   -2.0713   -4.3127   -0.9450    0.1337    6.7756    3.8284    0.9517    3.6665    0.1947    0.2386    5.7710    1.4501
+#> 473:    93.0696   -5.9670   -2.0713   -4.3133   -0.9449    0.1333    6.7784    3.8280    0.9522    3.6698    0.1947    0.2388    5.7716    1.4498
+#> 474:    93.0674   -5.9673   -2.0714   -4.3138   -0.9448    0.1329    6.7761    3.8281    0.9527    3.6731    0.1947    0.2390    5.7729    1.4496
+#> 475:    93.0655   -5.9679   -2.0714   -4.3143   -0.9447    0.1324    6.7779    3.8302    0.9531    3.6762    0.1947    0.2391    5.7743    1.4493
+#> 476:    93.0643   -5.9682   -2.0713   -4.3144   -0.9447    0.1321    6.7776    3.8314    0.9536    3.6768    0.1946    0.2391    5.7762    1.4492
+#> 477:    93.0631   -5.9684   -2.0714   -4.3146   -0.9446    0.1317    6.7725    3.8326    0.9540    3.6787    0.1945    0.2392    5.7768    1.4492
+#> 478:    93.0630   -5.9693   -2.0715   -4.3148   -0.9447    0.1314    6.7626    3.8365    0.9543    3.6788    0.1944    0.2395    5.7785    1.4492
+#> 479:    93.0634   -5.9710   -2.0714   -4.3148   -0.9447    0.1310    6.7499    3.8462    0.9547    3.6778    0.1943    0.2399    5.7798    1.4490
+#> 480:    93.0651   -5.9732   -2.0715   -4.3147   -0.9447    0.1307    6.7463    3.8616    0.9548    3.6770    0.1943    0.2403    5.7810    1.4488
+#> 481:    93.0664   -5.9747   -2.0715   -4.3149   -0.9447    0.1304    6.7442    3.8722    0.9550    3.6780    0.1941    0.2409    5.7811    1.4487
+#> 482:    93.0647   -5.9762   -2.0714   -4.3151   -0.9447    0.1300    6.7389    3.8834    0.9554    3.6784    0.1941    0.2414    5.7816    1.4484
+#> 483:    93.0628   -5.9778   -2.0714   -4.3153   -0.9447    0.1295    6.7352    3.8943    0.9557    3.6783    0.1940    0.2419    5.7820    1.4483
+#> 484:    93.0614   -5.9787   -2.0715   -4.3153   -0.9447    0.1291    6.7314    3.8999    0.9559    3.6774    0.1939    0.2424    5.7819    1.4481
+#> 485:    93.0593   -5.9789   -2.0715   -4.3153   -0.9447    0.1288    6.7293    3.9007    0.9561    3.6765    0.1938    0.2430    5.7815    1.4480
+#> 486:    93.0575   -5.9793   -2.0716   -4.3152   -0.9447    0.1284    6.7331    3.9021    0.9563    3.6753    0.1938    0.2434    5.7806    1.4480
+#> 487:    93.0555   -5.9796   -2.0716   -4.3152   -0.9447    0.1281    6.7342    3.9036    0.9566    3.6741    0.1937    0.2439    5.7805    1.4479
+#> 488:    93.0545   -5.9795   -2.0716   -4.3152   -0.9447    0.1277    6.7365    3.9024    0.9569    3.6729    0.1937    0.2444    5.7795    1.4480
+#> 489:    93.0550   -5.9800   -2.0716   -4.3152   -0.9447    0.1274    6.7336    3.9046    0.9571    3.6719    0.1937    0.2448    5.7778    1.4481
+#> 490:    93.0571   -5.9793   -2.0715   -4.3152   -0.9447    0.1272    6.7331    3.9009    0.9573    3.6704    0.1936    0.2450    5.7767    1.4484
+#> 491:    93.0584   -5.9787   -2.0714   -4.3151   -0.9447    0.1270    6.7280    3.8980    0.9575    3.6688    0.1936    0.2452    5.7764    1.4487
+#> 492:    93.0589   -5.9786   -2.0714   -4.3150   -0.9447    0.1267    6.7264    3.8971    0.9578    3.6675    0.1936    0.2455    5.7759    1.4489
+#> 493:    93.0593   -5.9790   -2.0711   -4.3149   -0.9447    0.1265    6.7273    3.8982    0.9584    3.6660    0.1935    0.2456    5.7759    1.4490
+#> 494:    93.0594   -5.9805   -2.0710   -4.3149   -0.9448    0.1263    6.7291    3.9066    0.9590    3.6650    0.1935    0.2457    5.7758    1.4489
+#> 495:    93.0596   -5.9816   -2.0709   -4.3148   -0.9448    0.1261    6.7281    3.9123    0.9593    3.6639    0.1936    0.2459    5.7745    1.4490
+#> 496:    93.0590   -5.9829   -2.0707   -4.3148   -0.9448    0.1259    6.7319    3.9227    0.9597    3.6628    0.1936    0.2461    5.7740    1.4491
+#> 497:    93.0580   -5.9842   -2.0706   -4.3148   -0.9448    0.1257    6.7388    3.9326    0.9600    3.6623    0.1936    0.2463    5.7732    1.4492
+#> 498:    93.0578   -5.9848   -2.0705   -4.3148   -0.9448    0.1255    6.7447    3.9368    0.9605    3.6618    0.1936    0.2464    5.7726    1.4494
+#> 499:    93.0568   -5.9843   -2.0704   -4.3147   -0.9447    0.1253    6.7475    3.9341    0.9609    3.6612    0.1937    0.2467    5.7718    1.4495
+#> 500:    93.0563   -5.9831   -2.0703   -4.3147   -0.9447    0.1251    6.7500    3.9292    0.9614    3.6607    0.1937    0.2469    5.7712    1.4496
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_dfop_sfo_focei_obs <- nlmixr(f_mmkin_obs["DFOP-SFO", ], est = "focei")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
 #> Key: U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation
 #> F: Forward difference gradient approximation
@@ -4020,214 +4824,214 @@ obtained by fitting the same model to a list of datasets using |.....................|        o5 |        o6 |...........|...........|
-#> |    1|     488.12318 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     488.12318 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     488.12318 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    G|    Gill Diff. |     52.24 |     2.364 |   -0.1419 |   0.08101 |
-#> |.....................|   -0.5200 |   0.08781 |    -28.20 |    -16.37 |
-#> |.....................|     14.83 |     13.24 |    -12.01 |    -2.482 |
-#> |.....................|     5.466 |    -10.09 |...........|...........|
-#> |    2|     2642.5634 |    0.2192 |    -1.035 |   -0.9096 |   -0.9332 |
-#> |.....................|   -0.9743 |   -0.8898 |   -0.4296 |   -0.6255 |
-#> |.....................|    -1.099 |    -1.073 |   -0.6891 |   -0.8357 |
-#> |.....................|   -0.9567 |   -0.7180 |...........|...........|
-#> |    U|     2642.5634 |     20.48 |    -5.348 |   -0.9517 |    -1.954 |
-#> |.....................|    -4.421 |    0.1928 |     2.469 |     1.224 |
-#> |.....................|    0.5606 |    0.7036 |     1.386 |     1.005 |
-#> |.....................|    0.7896 |     1.336 |...........|...........|
-#> |    X|     2642.5634 |     20.48 |  0.004759 |    0.2785 |    0.1417 |
-#> |.....................|   0.01202 |    0.5480 |     2.469 |     1.224 |
-#> |.....................|    0.5606 |    0.7036 |     1.386 |     1.005 |
-#> |.....................|    0.7896 |     1.336 |...........|...........|
-#> |    3|     546.98314 |    0.9219 |    -1.004 |   -0.9115 |   -0.9321 |
-#> |.....................|   -0.9813 |   -0.8886 |   -0.8089 |   -0.8458 |
-#> |.....................|   -0.9000 |   -0.8944 |   -0.8506 |   -0.8691 |
-#> |.....................|   -0.8831 |   -0.8538 |...........|...........|
-#> |    U|     546.98314 |     86.13 |    -5.316 |   -0.9535 |    -1.953 |
-#> |.....................|    -4.428 |    0.1930 |     2.082 |     1.104 |
-#> |.....................|    0.7044 |    0.8599 |     1.196 |    0.9723 |
-#> |.....................|    0.8529 |     1.178 |...........|...........|
-#> |    X|     546.98314 |     86.13 |  0.004913 |    0.2782 |    0.1419 |
-#> |.....................|   0.01193 |    0.5481 |     2.082 |     1.104 |
-#> |.....................|    0.7044 |    0.8599 |     1.196 |    0.9723 |
-#> |.....................|    0.8529 |     1.178 |...........|...........|
-#> |    4|     506.37737 |    0.9922 |    -1.000 |   -0.9117 |   -0.9320 |
-#> |.....................|   -0.9820 |   -0.8885 |   -0.8469 |   -0.8679 |
-#> |.....................|   -0.8800 |   -0.8766 |   -0.8668 |   -0.8724 |
-#> |.....................|   -0.8758 |   -0.8674 |...........|...........|
-#> |    U|     506.37737 |     92.70 |    -5.313 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.043 |     1.092 |
-#> |.....................|    0.7187 |    0.8755 |     1.177 |    0.9691 |
-#> |.....................|    0.8592 |     1.163 |...........|...........|
-#> |    X|     506.37737 |     92.70 |  0.004928 |    0.2781 |    0.1419 |
-#> |.....................|   0.01193 |    0.5481 |     2.043 |     1.092 |
-#> |.....................|    0.7187 |    0.8755 |     1.177 |    0.9691 |
-#> |.....................|    0.8592 |     1.163 |...........|...........|
-#> |    5|     506.42840 |    0.9992 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8507 |   -0.8701 |
-#> |.....................|   -0.8780 |   -0.8748 |   -0.8684 |   -0.8727 |
-#> |.....................|   -0.8751 |   -0.8687 |...........|...........|
-#> |    U|      506.4284 |     93.35 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.091 |
-#> |.....................|    0.7202 |    0.8771 |     1.175 |    0.9688 |
-#> |.....................|    0.8598 |     1.161 |...........|...........|
-#> |    X|      506.4284 |     93.35 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.091 |
-#> |.....................|    0.7202 |    0.8771 |     1.175 |    0.9688 |
-#> |.....................|    0.8598 |     1.161 |...........|...........|
-#> |    6|     506.47762 |    0.9999 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.47762 |     93.42 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.47762 |     93.42 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    7|     506.48298 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48298 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48298 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    8|     506.48363 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48363 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48363 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    9|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   10|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   11|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   12|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   13|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   14|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   15|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   16|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |   17|     506.48371 |     1.000 |    -1.000 |   -0.9117 |   -0.9319 |
-#> |.....................|   -0.9821 |   -0.8885 |   -0.8511 |   -0.8703 |
-#> |.....................|   -0.8778 |   -0.8746 |   -0.8686 |   -0.8728 |
-#> |.....................|   -0.8750 |   -0.8689 |...........|...........|
-#> |    U|     506.48371 |     93.43 |    -5.312 |   -0.9537 |    -1.953 |
-#> |.....................|    -4.429 |    0.1930 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
-#> |    X|     506.48371 |     93.43 |  0.004930 |    0.2781 |    0.1419 |
-#> |.....................|   0.01192 |    0.5481 |     2.039 |     1.090 |
-#> |.....................|    0.7203 |    0.8772 |     1.175 |    0.9687 |
-#> |.....................|    0.8599 |     1.161 |...........|...........|
+#> |    1|     488.98943 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     488.98943 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     488.98943 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    G|    Gill Diff. |    -27.68 |     2.403 |   -0.1248 |   -0.3242 |
+#> |.....................|   -0.3705 |   0.07384 |    -31.92 |    -15.13 |
+#> |.....................|     14.74 |     13.03 |    -12.01 |    -2.072 |
+#> |.....................|     5.553 |    -10.09 |...........|...........|
+#> |    2|     1205.4696 |     1.534 |    -1.046 |   -0.9091 |   -0.9266 |
+#> |.....................|   -0.9745 |   -0.8897 |   -0.2358 |   -0.5780 |
+#> |.....................|    -1.162 |    -1.126 |   -0.6367 |   -0.8323 |
+#> |.....................|   -0.9817 |   -0.6738 |...........|...........|
+#> |    U|     1205.4696 |     142.6 |    -5.346 |   -0.9477 |    -1.994 |
+#> |.....................|    -4.393 |    0.1897 |     2.616 |     1.260 |
+#> |.....................|    0.5160 |    0.6557 |     1.444 |     1.015 |
+#> |.....................|    0.7709 |     1.387 |...........|...........|
+#> |    X|     1205.4696 |     142.6 |  0.004766 |    0.2793 |    0.1362 |
+#> |.....................|   0.01237 |    0.5473 |     2.616 |     1.260 |
+#> |.....................|    0.5160 |    0.6557 |     1.444 |     1.015 |
+#> |.....................|    0.7709 |     1.387 |...........|...........|
+#> |    3|     510.70816 |     1.053 |    -1.005 |   -0.9113 |   -0.9322 |
+#> |.....................|   -0.9810 |   -0.8884 |   -0.7899 |   -0.8406 |
+#> |.....................|   -0.9059 |   -0.8995 |   -0.8452 |   -0.8683 |
+#> |.....................|   -0.8853 |   -0.8491 |...........|...........|
+#> |    U|     510.70816 |     97.96 |    -5.305 |   -0.9498 |    -1.999 |
+#> |.....................|    -4.399 |    0.1900 |     2.062 |     1.116 |
+#> |.....................|    0.7005 |    0.8538 |     1.199 |    0.9804 |
+#> |.....................|    0.8541 |     1.184 |...........|...........|
+#> |    X|     510.70816 |     97.96 |  0.004969 |    0.2789 |    0.1354 |
+#> |.....................|   0.01229 |    0.5474 |     2.062 |     1.116 |
+#> |.....................|    0.7005 |    0.8538 |     1.199 |    0.9804 |
+#> |.....................|    0.8541 |     1.184 |...........|...........|
+#> |    4|     494.11470 |     1.005 |    -1.000 |   -0.9115 |   -0.9328 |
+#> |.....................|   -0.9816 |   -0.8883 |   -0.8453 |   -0.8669 |
+#> |.....................|   -0.8803 |   -0.8769 |   -0.8660 |   -0.8719 |
+#> |.....................|   -0.8757 |   -0.8666 |...........|...........|
+#> |    U|      494.1147 |     93.50 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.006 |     1.102 |
+#> |.....................|    0.7190 |    0.8736 |     1.175 |    0.9768 |
+#> |.....................|    0.8624 |     1.163 |...........|...........|
+#> |    X|      494.1147 |     93.50 |  0.004989 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.006 |     1.102 |
+#> |.....................|    0.7190 |    0.8736 |     1.175 |    0.9768 |
+#> |.....................|    0.8624 |     1.163 |...........|...........|
+#> |    5|     494.35784 |     1.001 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8509 |   -0.8695 |
+#> |.....................|   -0.8778 |   -0.8746 |   -0.8681 |   -0.8723 |
+#> |.....................|   -0.8747 |   -0.8683 |...........|...........|
+#> |    U|     494.35784 |     93.05 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.001 |     1.100 |
+#> |.....................|    0.7208 |    0.8755 |     1.172 |    0.9765 |
+#> |.....................|    0.8632 |     1.161 |...........|...........|
+#> |    X|     494.35784 |     93.05 |  0.004991 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.001 |     1.100 |
+#> |.....................|    0.7208 |    0.8755 |     1.172 |    0.9765 |
+#> |.....................|    0.8632 |     1.161 |...........|...........|
+#> |    6|     494.40319 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8514 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8744 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40319 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8757 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40319 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8757 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    7|     494.40793 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8744 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40793 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40793 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    8|     494.40830 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|      494.4083 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|      494.4083 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    9|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   10|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   11|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   12|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   13|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   14|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   15|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   16|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |   17|     494.40832 |     1.000 |    -1.000 |   -0.9115 |   -0.9329 |
+#> |.....................|   -0.9817 |   -0.8883 |   -0.8515 |   -0.8698 |
+#> |.....................|   -0.8775 |   -0.8743 |   -0.8683 |   -0.8723 |
+#> |.....................|   -0.8746 |   -0.8685 |...........|...........|
+#> |    U|     494.40832 |     93.00 |    -5.300 |   -0.9500 |    -2.000 |
+#> |.....................|    -4.400 |    0.1900 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
+#> |    X|     494.40832 |     93.00 |  0.004992 |    0.2789 |    0.1353 |
+#> |.....................|   0.01228 |    0.5474 |     2.000 |     1.100 |
+#> |.....................|    0.7210 |    0.8758 |     1.172 |    0.9765 |
+#> |.....................|    0.8633 |     1.161 |...........|...........|
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 # Identical two-component error for all variables is only possible with
@@ -4244,834 +5048,825 @@ obtained by fitting the same model to a list of datasets using     1|     504.82714 |     1.000 |    -1.000 |   -0.9114 |   -0.8944 |
-#> |.....................|   -0.8457 |   -0.8687 |   -0.8916 |   -0.8768 |
-#> |.....................|   -0.8745 |   -0.8676 |   -0.8705 |   -0.8704 |
-#> |    U|     504.82714 |     93.12 |    -5.303 |   -0.9442 |   -0.1065 |
-#> |.....................|     2.291 |     1.160 |   0.03005 |    0.7578 |
-#> |.....................|    0.8738 |     1.213 |     1.069 |     1.072 |
-#> |    X|     504.82714 |     93.12 |  0.004975 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.160 |   0.03005 |    0.7578 |
-#> |.....................|    0.8738 |     1.213 |     1.069 |     1.072 |
-#> |    G|    Gill Diff. |     73.79 |     2.406 |   0.05615 |    0.2285 |
-#> |.....................|  0.009051 |    -72.42 |    -25.46 |     1.201 |
-#> |.....................|     11.89 |    -10.88 |    -9.982 |    -10.81 |
-#> |    2|     4107.3121 |    0.3213 |    -1.022 |   -0.9119 |   -0.8965 |
-#> |.....................|   -0.8458 |   -0.2026 |   -0.6574 |   -0.8879 |
-#> |.....................|   -0.9839 |   -0.7675 |   -0.7787 |   -0.7710 |
-#> |    U|     4107.3121 |     29.92 |    -5.326 |   -0.9447 |   -0.1086 |
-#> |.....................|     2.291 |     1.546 |   0.03357 |    0.7494 |
-#> |.....................|    0.7782 |     1.335 |     1.167 |     1.179 |
-#> |    X|     4107.3121 |     29.92 |  0.004866 |    0.2800 |    0.8971 |
-#> |.....................|     9.883 |     1.546 |   0.03357 |    0.7494 |
-#> |.....................|    0.7782 |     1.335 |     1.167 |     1.179 |
-#> |    3|     528.17103 |    0.9321 |    -1.002 |   -0.9115 |   -0.8946 |
-#> |.....................|   -0.8457 |   -0.8021 |   -0.8682 |   -0.8779 |
-#> |.....................|   -0.8854 |   -0.8576 |   -0.8613 |   -0.8605 |
-#> |    U|     528.17103 |     86.80 |    -5.306 |   -0.9442 |   -0.1067 |
-#> |.....................|     2.291 |     1.198 |   0.03041 |    0.7570 |
-#> |.....................|    0.8642 |     1.226 |     1.079 |     1.083 |
-#> |    X|     528.17103 |     86.80 |  0.004964 |    0.2800 |    0.8988 |
-#> |.....................|     9.884 |     1.198 |   0.03041 |    0.7570 |
-#> |.....................|    0.8642 |     1.226 |     1.079 |     1.083 |
-#> |    4|     503.95550 |    0.9892 |    -1.000 |   -0.9114 |   -0.8944 |
-#> |.....................|   -0.8457 |   -0.8581 |   -0.8879 |   -0.8770 |
-#> |.....................|   -0.8762 |   -0.8660 |   -0.8691 |   -0.8689 |
-#> |    U|      503.9555 |     92.11 |    -5.304 |   -0.9442 |   -0.1066 |
-#> |.....................|     2.291 |     1.166 |   0.03011 |    0.7577 |
-#> |.....................|    0.8723 |     1.215 |     1.070 |     1.074 |
-#> |    X|      503.9555 |     92.11 |  0.004973 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.166 |   0.03011 |    0.7577 |
-#> |.....................|    0.8723 |     1.215 |     1.070 |     1.074 |
-#> |    F| Forward Diff. |    -82.12 |     2.266 |   -0.2557 |    0.1457 |
-#> |.....................|   -0.3150 |    -70.09 |    -26.27 |     1.274 |
-#> |.....................|     9.305 |    -11.84 |    -9.592 |    -10.45 |
-#> |    5|     503.06948 |     1.000 |    -1.001 |   -0.9114 |   -0.8944 |
-#> |.....................|   -0.8456 |   -0.8479 |   -0.8841 |   -0.8772 |
-#> |.....................|   -0.8776 |   -0.8643 |   -0.8677 |   -0.8674 |
-#> |    U|     503.06948 |     93.16 |    -5.304 |   -0.9442 |   -0.1066 |
-#> |.....................|     2.291 |     1.172 |   0.03017 |    0.7575 |
-#> |.....................|    0.8711 |     1.217 |     1.072 |     1.075 |
-#> |    X|     503.06948 |     93.16 |  0.004971 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.172 |   0.03017 |    0.7575 |
-#> |.....................|    0.8711 |     1.217 |     1.072 |     1.075 |
-#> |    F| Forward Diff. |     78.20 |     2.380 |   0.07920 |    0.2489 |
-#> |.....................|   0.04185 |    -69.32 |    -24.13 |     1.306 |
-#> |.....................|     9.997 |    -11.88 |    -9.541 |    -10.51 |
-#> |    6|     502.21512 |    0.9895 |    -1.001 |   -0.9114 |   -0.8945 |
-#> |.....................|   -0.8456 |   -0.8375 |   -0.8805 |   -0.8774 |
-#> |.....................|   -0.8791 |   -0.8625 |   -0.8662 |   -0.8658 |
-#> |    U|     502.21512 |     92.14 |    -5.304 |   -0.9442 |   -0.1066 |
-#> |.....................|     2.291 |     1.178 |   0.03022 |    0.7574 |
-#> |.....................|    0.8698 |     1.220 |     1.073 |     1.077 |
-#> |    X|     502.21512 |     92.14 |  0.004969 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.178 |   0.03022 |    0.7574 |
-#> |.....................|    0.8698 |     1.220 |     1.073 |     1.077 |
-#> |    F| Forward Diff. |    -79.18 |     2.245 |   -0.2400 |    0.1569 |
-#> |.....................|   -0.2882 |    -67.02 |    -25.09 |     1.000 |
-#> |.....................|     9.365 |    -11.67 |    -9.440 |    -10.32 |
-#> |    7|     501.33312 |     1.000 |    -1.001 |   -0.9114 |   -0.8945 |
-#> |.....................|   -0.8456 |   -0.8270 |   -0.8765 |   -0.8775 |
-#> |.....................|   -0.8805 |   -0.8607 |   -0.8647 |   -0.8642 |
-#> |    U|     501.33312 |     93.14 |    -5.305 |   -0.9441 |   -0.1067 |
-#> |.....................|     2.291 |     1.184 |   0.03028 |    0.7573 |
-#> |.....................|    0.8685 |     1.222 |     1.075 |     1.079 |
-#> |    X|     501.33312 |     93.14 |  0.004968 |    0.2801 |    0.8988 |
-#> |.....................|     9.884 |     1.184 |   0.03028 |    0.7573 |
-#> |.....................|    0.8685 |     1.222 |     1.075 |     1.079 |
-#> |    F| Forward Diff. |     73.96 |     2.351 |   0.08380 |    0.2565 |
-#> |.....................|   0.05289 |    -66.42 |    -23.08 |    0.9343 |
-#> |.....................|     11.48 |    -11.71 |    -9.377 |    -10.38 |
-#> |    8|     500.50460 |    0.9897 |    -1.002 |   -0.9114 |   -0.8946 |
-#> |.....................|   -0.8456 |   -0.8163 |   -0.8728 |   -0.8777 |
-#> |.....................|   -0.8824 |   -0.8588 |   -0.8632 |   -0.8625 |
-#> |    U|      500.5046 |     92.16 |    -5.305 |   -0.9442 |   -0.1067 |
-#> |.....................|     2.291 |     1.190 |   0.03034 |    0.7572 |
-#> |.....................|    0.8669 |     1.224 |     1.077 |     1.081 |
-#> |    X|      500.5046 |     92.16 |  0.004966 |    0.2801 |    0.8988 |
-#> |.....................|     9.884 |     1.190 |   0.03034 |    0.7572 |
-#> |.....................|    0.8669 |     1.224 |     1.077 |     1.081 |
-#> |    F| Forward Diff. |    -76.85 |     2.219 |   -0.2273 |    0.1675 |
-#> |.....................|   -0.2752 |    -63.09 |    -23.56 |     1.068 |
-#> |.....................|     8.794 |    -11.52 |    -9.279 |    -10.19 |
-#> |    9|     499.65692 |     1.000 |    -1.002 |   -0.9113 |   -0.8946 |
-#> |.....................|   -0.8456 |   -0.8056 |   -0.8689 |   -0.8779 |
-#> |.....................|   -0.8839 |   -0.8568 |   -0.8617 |   -0.8608 |
-#> |    U|     499.65692 |     93.14 |    -5.306 |   -0.9441 |   -0.1067 |
-#> |.....................|     2.291 |     1.196 |   0.03040 |    0.7570 |
-#> |.....................|    0.8655 |     1.226 |     1.078 |     1.082 |
-#> |    X|     499.65692 |     93.14 |  0.004964 |    0.2801 |    0.8988 |
-#> |.....................|     9.885 |     1.196 |   0.03040 |    0.7570 |
-#> |.....................|    0.8655 |     1.226 |     1.078 |     1.082 |
-#> |    F| Forward Diff. |     72.32 |     2.320 |   0.09176 |    0.2615 |
-#> |.....................|   0.06934 |    -62.36 |    -21.54 |     1.140 |
-#> |.....................|     9.404 |    -11.56 |    -9.216 |    -10.24 |
-#> |   10|     498.81870 |    0.9902 |    -1.003 |   -0.9114 |   -0.8946 |
-#> |.....................|   -0.8456 |   -0.7946 |   -0.8650 |   -0.8781 |
-#> |.....................|   -0.8856 |   -0.8548 |   -0.8600 |   -0.8589 |
-#> |    U|      498.8187 |     92.21 |    -5.306 |   -0.9441 |   -0.1068 |
-#> |.....................|     2.291 |     1.203 |   0.03045 |    0.7569 |
-#> |.....................|    0.8641 |     1.229 |     1.080 |     1.084 |
-#> |    X|      498.8187 |     92.21 |  0.004962 |    0.2801 |    0.8987 |
-#> |.....................|     9.885 |     1.203 |   0.03045 |    0.7569 |
-#> |.....................|    0.8641 |     1.229 |     1.080 |     1.084 |
-#> |    F| Forward Diff. |    -70.56 |     2.198 |   -0.2057 |    0.1798 |
-#> |.....................|   -0.2468 |    -59.74 |    -22.28 |    0.8150 |
-#> |.....................|     7.180 |    -11.33 |    -9.109 |    -10.05 |
-#> |   11|     497.99655 |     1.000 |    -1.003 |   -0.9113 |   -0.8947 |
-#> |.....................|   -0.8455 |   -0.7835 |   -0.8609 |   -0.8782 |
-#> |.....................|   -0.8869 |   -0.8527 |   -0.8583 |   -0.8571 |
-#> |    U|     497.99655 |     93.13 |    -5.306 |   -0.9441 |   -0.1068 |
-#> |.....................|     2.291 |     1.209 |   0.03052 |    0.7568 |
-#> |.....................|    0.8629 |     1.231 |     1.082 |     1.086 |
-#> |    X|     497.99655 |     93.13 |  0.004960 |    0.2801 |    0.8987 |
-#> |.....................|     9.885 |     1.209 |   0.03052 |    0.7568 |
-#> |.....................|    0.8629 |     1.231 |     1.082 |     1.086 |
-#> |    F| Forward Diff. |     69.16 |     2.293 |    0.1087 |    0.2725 |
-#> |.....................|   0.08752 |    -59.63 |    -20.54 |    0.7584 |
-#> |.....................|     10.86 |    -11.45 |    -9.094 |    -10.13 |
-#> |   12|     497.16410 |    0.9907 |    -1.003 |   -0.9113 |   -0.8947 |
-#> |.....................|   -0.8455 |   -0.7720 |   -0.8569 |   -0.8784 |
-#> |.....................|   -0.8889 |   -0.8505 |   -0.8566 |   -0.8551 |
-#> |    U|      497.1641 |     92.25 |    -5.307 |   -0.9441 |   -0.1069 |
-#> |.....................|     2.291 |     1.216 |   0.03058 |    0.7566 |
-#> |.....................|    0.8612 |     1.234 |     1.084 |     1.088 |
-#> |    X|      497.1641 |     92.25 |  0.004958 |    0.2801 |    0.8987 |
-#> |.....................|     9.885 |     1.216 |   0.03058 |    0.7566 |
-#> |.....................|    0.8612 |     1.234 |     1.084 |     1.088 |
-#> |    F| Forward Diff. |    -65.09 |     2.175 |   -0.1829 |    0.1920 |
-#> |.....................|   -0.2233 |    -56.76 |    -21.02 |    0.6415 |
-#> |.....................|     9.983 |    -11.18 |    -8.930 |    -9.895 |
-#> |   13|     496.40281 |     1.000 |    -1.004 |   -0.9113 |   -0.8948 |
-#> |.....................|   -0.8455 |   -0.7609 |   -0.8528 |   -0.8785 |
-#> |.....................|   -0.8909 |   -0.8483 |   -0.8548 |   -0.8532 |
-#> |    U|     496.40281 |     93.15 |    -5.307 |   -0.9441 |   -0.1069 |
-#> |.....................|     2.291 |     1.222 |   0.03064 |    0.7566 |
-#> |.....................|    0.8594 |     1.237 |     1.086 |     1.091 |
-#> |    X|     496.40281 |     93.15 |  0.004955 |    0.2801 |    0.8986 |
-#> |.....................|     9.885 |     1.222 |   0.03064 |    0.7566 |
-#> |.....................|    0.8594 |     1.237 |     1.086 |     1.091 |
-#> |    F| Forward Diff. |     70.05 |     2.265 |    0.1236 |    0.2851 |
-#> |.....................|    0.1152 |    -55.71 |    -19.12 |    0.8701 |
-#> |.....................|     7.394 |    -11.22 |    -8.890 |    -9.949 |
-#> |   14|     495.59236 |    0.9910 |    -1.004 |   -0.9113 |   -0.8948 |
-#> |.....................|   -0.8455 |   -0.7494 |   -0.8488 |   -0.8787 |
-#> |.....................|   -0.8926 |   -0.8459 |   -0.8530 |   -0.8511 |
-#> |    U|     495.59236 |     92.28 |    -5.308 |   -0.9441 |   -0.1070 |
-#> |.....................|     2.291 |     1.229 |   0.03070 |    0.7564 |
-#> |.....................|    0.8580 |     1.240 |     1.088 |     1.093 |
-#> |    X|     495.59236 |     92.28 |  0.004953 |    0.2801 |    0.8986 |
-#> |.....................|     9.885 |     1.229 |   0.03070 |    0.7564 |
-#> |.....................|    0.8580 |     1.240 |     1.088 |     1.093 |
-#> |    F| Forward Diff. |    -61.97 |     2.150 |   -0.1619 |    0.2028 |
-#> |.....................|   -0.2007 |    -53.46 |    -19.76 |    0.5341 |
-#> |.....................|     9.715 |    -10.96 |    -8.745 |    -9.729 |
-#> |   15|     494.82198 |     1.000 |    -1.005 |   -0.9113 |   -0.8949 |
-#> |.....................|   -0.8455 |   -0.7378 |   -0.8446 |   -0.8788 |
-#> |.....................|   -0.8946 |   -0.8435 |   -0.8510 |   -0.8489 |
-#> |    U|     494.82198 |     93.11 |    -5.308 |   -0.9441 |   -0.1070 |
-#> |.....................|     2.291 |     1.235 |   0.03076 |    0.7563 |
-#> |.....................|    0.8562 |     1.243 |     1.090 |     1.095 |
-#> |    X|     494.82198 |     93.11 |  0.004951 |    0.2801 |    0.8985 |
-#> |.....................|     9.886 |     1.235 |   0.03076 |    0.7563 |
-#> |.....................|    0.8562 |     1.243 |     1.090 |     1.095 |
-#> |    F| Forward Diff. |     62.35 |     2.229 |    0.1203 |    0.2879 |
-#> |.....................|    0.1180 |    -52.16 |    -17.88 |    0.7550 |
-#> |.....................|     8.431 |    -10.99 |    -8.665 |    -9.736 |
-#> |   16|     494.07821 |    0.9910 |    -1.005 |   -0.9113 |   -0.8949 |
-#> |.....................|   -0.8455 |   -0.7261 |   -0.8406 |   -0.8789 |
-#> |.....................|   -0.8966 |   -0.8410 |   -0.8490 |   -0.8467 |
-#> |    U|     494.07821 |     92.28 |    -5.309 |   -0.9441 |   -0.1071 |
-#> |.....................|     2.291 |     1.242 |   0.03082 |    0.7562 |
-#> |.....................|    0.8544 |     1.246 |     1.092 |     1.098 |
-#> |    X|     494.07821 |     92.28 |  0.004948 |    0.2801 |    0.8985 |
-#> |.....................|     9.885 |     1.242 |   0.03082 |    0.7562 |
-#> |.....................|    0.8544 |     1.246 |     1.092 |     1.098 |
-#> |    F| Forward Diff. |    -62.97 |     2.119 |   -0.1628 |    0.2103 |
-#> |.....................|   -0.1835 |    -49.97 |    -18.50 |    0.4855 |
-#> |.....................|     6.275 |    -10.75 |    -8.529 |    -9.546 |
-#> |   17|     493.31030 |    0.9997 |    -1.006 |   -0.9113 |   -0.8950 |
-#> |.....................|   -0.8455 |   -0.7143 |   -0.8363 |   -0.8790 |
-#> |.....................|   -0.8981 |   -0.8383 |   -0.8469 |   -0.8443 |
-#> |    U|      493.3103 |     93.08 |    -5.309 |   -0.9441 |   -0.1071 |
-#> |.....................|     2.291 |     1.249 |   0.03089 |    0.7561 |
-#> |.....................|    0.8531 |     1.249 |     1.094 |     1.100 |
-#> |    X|      493.3103 |     93.08 |  0.004946 |    0.2801 |    0.8984 |
-#> |.....................|     9.886 |     1.249 |   0.03089 |    0.7561 |
-#> |.....................|    0.8531 |     1.249 |     1.094 |     1.100 |
-#> |    F| Forward Diff. |     56.08 |     2.195 |    0.1067 |    0.2931 |
-#> |.....................|    0.1254 |    -49.64 |    -16.98 |    0.3491 |
-#> |.....................|     8.549 |    -10.78 |    -8.455 |    -9.552 |
-#> |   18|     492.59068 |    0.9914 |    -1.006 |   -0.9113 |   -0.8951 |
-#> |.....................|   -0.8455 |   -0.7023 |   -0.8321 |   -0.8791 |
-#> |.....................|   -0.9000 |   -0.8355 |   -0.8448 |   -0.8419 |
-#> |    U|     492.59068 |     92.32 |    -5.310 |   -0.9441 |   -0.1072 |
-#> |.....................|     2.291 |     1.256 |   0.03095 |    0.7561 |
-#> |.....................|    0.8514 |     1.252 |     1.096 |     1.103 |
-#> |    X|     492.59068 |     92.32 |  0.004943 |    0.2801 |    0.8983 |
-#> |.....................|     9.885 |     1.256 |   0.03095 |    0.7561 |
-#> |.....................|    0.8514 |     1.252 |     1.096 |     1.103 |
-#> |    F| Forward Diff. |    -58.13 |     2.097 |   -0.1289 |    0.2246 |
-#> |.....................|   -0.1582 |    -47.13 |    -17.33 |    0.3097 |
-#> |.....................|     7.738 |    -10.54 |    -8.304 |    -9.345 |
-#> |   19|     491.88063 |    0.9998 |    -1.007 |   -0.9113 |   -0.8951 |
-#> |.....................|   -0.8455 |   -0.6905 |   -0.8279 |   -0.8791 |
-#> |.....................|   -0.9022 |   -0.8327 |   -0.8426 |   -0.8394 |
-#> |    U|     491.88063 |     93.10 |    -5.310 |   -0.9441 |   -0.1073 |
-#> |.....................|     2.291 |     1.263 |   0.03101 |    0.7561 |
-#> |.....................|    0.8496 |     1.256 |     1.099 |     1.105 |
-#> |    X|     491.88063 |     93.10 |  0.004940 |    0.2801 |    0.8983 |
-#> |.....................|     9.886 |     1.263 |   0.03101 |    0.7561 |
-#> |.....................|    0.8496 |     1.256 |     1.099 |     1.105 |
-#> |    F| Forward Diff. |     56.71 |     2.166 |    0.1292 |    0.3076 |
-#> |.....................|    0.1542 |    -45.57 |    -15.60 |    0.4873 |
-#> |.....................|     6.413 |    -10.51 |    -8.202 |    -9.332 |
-#> |   20|     491.19020 |    0.9917 |    -1.008 |   -0.9113 |   -0.8952 |
-#> |.....................|   -0.8455 |   -0.6785 |   -0.8237 |   -0.8792 |
-#> |.....................|   -0.9039 |   -0.8296 |   -0.8402 |   -0.8366 |
-#> |    U|      491.1902 |     92.34 |    -5.311 |   -0.9441 |   -0.1074 |
-#> |.....................|     2.291 |     1.270 |   0.03107 |    0.7560 |
-#> |.....................|    0.8481 |     1.259 |     1.101 |     1.108 |
-#> |    X|      491.1902 |     92.34 |  0.004937 |    0.2801 |    0.8982 |
-#> |.....................|     9.885 |     1.270 |   0.03107 |    0.7560 |
-#> |.....................|    0.8481 |     1.259 |     1.101 |     1.108 |
-#> |    F| Forward Diff. |    -55.56 |     2.070 |   -0.1130 |    0.2359 |
-#> |.....................|   -0.1346 |    -44.07 |    -16.23 |    0.1008 |
-#> |.....................|     7.464 |    -10.26 |    -8.060 |    -9.125 |
-#> |   21|     490.47868 |    0.9993 |    -1.008 |   -0.9113 |   -0.8953 |
-#> |.....................|   -0.8455 |   -0.6665 |   -0.8194 |   -0.8791 |
-#> |.....................|   -0.9059 |   -0.8264 |   -0.8377 |   -0.8337 |
-#> |    U|     490.47868 |     93.05 |    -5.312 |   -0.9441 |   -0.1075 |
-#> |.....................|     2.291 |     1.277 |   0.03114 |    0.7561 |
-#> |.....................|    0.8463 |     1.263 |     1.104 |     1.111 |
-#> |    X|     490.47868 |     93.05 |  0.004934 |    0.2801 |    0.8981 |
-#> |.....................|     9.885 |     1.277 |   0.03114 |    0.7561 |
-#> |.....................|    0.8463 |     1.263 |     1.104 |     1.111 |
-#> |    F| Forward Diff. |     47.93 |     2.132 |    0.1269 |    0.3117 |
-#> |.....................|    0.1562 |    -43.27 |    -14.78 |   0.06906 |
-#> |.....................|     9.295 |    -10.26 |    -7.955 |    -9.092 |
-#> |   22|     489.84765 |    0.9918 |    -1.009 |   -0.9114 |   -0.8954 |
-#> |.....................|   -0.8456 |   -0.6545 |   -0.8153 |   -0.8790 |
-#> |.....................|   -0.9090 |   -0.8231 |   -0.8352 |   -0.8308 |
-#> |    U|     489.84765 |     92.35 |    -5.312 |   -0.9441 |   -0.1076 |
-#> |.....................|     2.291 |     1.284 |   0.03120 |    0.7562 |
-#> |.....................|    0.8436 |     1.267 |     1.107 |     1.115 |
-#> |    X|     489.84765 |     92.35 |  0.004930 |    0.2801 |    0.8980 |
-#> |.....................|     9.885 |     1.284 |   0.03120 |    0.7562 |
-#> |.....................|    0.8436 |     1.267 |     1.107 |     1.115 |
-#> |    F| Forward Diff. |    -55.71 |     2.038 |   -0.1283 |    0.2328 |
-#> |.....................|   -0.1164 |    -41.15 |    -15.14 |  0.009736 |
-#> |.....................|     8.505 |    -10.03 |    -7.805 |    -8.885 |
-#> |   23|     489.17644 |    0.9994 |    -1.010 |   -0.9113 |   -0.8955 |
-#> |.....................|   -0.8456 |   -0.6429 |   -0.8112 |   -0.8788 |
-#> |.....................|   -0.9126 |   -0.8197 |   -0.8325 |   -0.8278 |
-#> |    U|     489.17644 |     93.06 |    -5.313 |   -0.9441 |   -0.1077 |
-#> |.....................|     2.291 |     1.290 |   0.03126 |    0.7563 |
-#> |.....................|    0.8405 |     1.272 |     1.109 |     1.118 |
-#> |    X|     489.17644 |     93.06 |  0.004927 |    0.2801 |    0.8979 |
-#> |.....................|     9.885 |     1.290 |   0.03126 |    0.7563 |
-#> |.....................|    0.8405 |     1.272 |     1.109 |     1.118 |
-#> |    F| Forward Diff. |     46.87 |     2.093 |    0.1493 |    0.3243 |
-#> |.....................|    0.1838 |    -40.03 |    -13.57 |    0.1411 |
-#> |.....................|     5.593 |    -9.957 |    -7.669 |    -8.831 |
-#> |   24|     488.58015 |    0.9920 |    -1.011 |   -0.9114 |   -0.8957 |
-#> |.....................|   -0.8457 |   -0.6309 |   -0.8071 |   -0.8787 |
-#> |.....................|   -0.9147 |   -0.8159 |   -0.8297 |   -0.8244 |
-#> |    U|     488.58015 |     92.37 |    -5.314 |   -0.9442 |   -0.1078 |
-#> |.....................|     2.291 |     1.297 |   0.03132 |    0.7564 |
-#> |.....................|    0.8386 |     1.276 |     1.112 |     1.121 |
-#> |    X|     488.58015 |     92.37 |  0.004923 |    0.2801 |    0.8978 |
-#> |.....................|     9.884 |     1.297 |   0.03132 |    0.7564 |
-#> |.....................|    0.8386 |     1.276 |     1.112 |     1.121 |
-#> |    F| Forward Diff. |    -53.50 |     2.005 |   -0.1078 |    0.2446 |
-#> |.....................|  -0.09190 |    -37.89 |    -13.87 |   0.05672 |
-#> |.....................|     4.909 |    -9.713 |    -7.511 |    -8.606 |
-#> |   25|     487.93833 |    0.9991 |    -1.011 |   -0.9114 |   -0.8958 |
-#> |.....................|   -0.8457 |   -0.6190 |   -0.8030 |   -0.8785 |
-#> |.....................|   -0.9153 |   -0.8117 |   -0.8266 |   -0.8207 |
-#> |    U|     487.93833 |     93.04 |    -5.315 |   -0.9442 |   -0.1080 |
-#> |.....................|     2.291 |     1.304 |   0.03139 |    0.7566 |
-#> |.....................|    0.8381 |     1.281 |     1.116 |     1.125 |
-#> |    X|     487.93833 |     93.04 |  0.004918 |    0.2801 |    0.8977 |
-#> |.....................|     9.883 |     1.304 |   0.03139 |    0.7566 |
-#> |.....................|    0.8381 |     1.281 |     1.116 |     1.125 |
-#> |    F| Forward Diff. |     41.92 |     2.065 |    0.1569 |    0.3320 |
-#> |.....................|    0.1961 |    -37.34 |    -12.63 |   0.01172 |
-#> |.....................|     5.301 |    -9.646 |    -7.360 |    -8.530 |
-#> |   26|     487.37063 |    0.9925 |    -1.012 |   -0.9115 |   -0.8960 |
-#> |.....................|   -0.8458 |   -0.6069 |   -0.7990 |   -0.8783 |
-#> |.....................|   -0.9161 |   -0.8073 |   -0.8233 |   -0.8168 |
-#> |    U|     487.37063 |     92.42 |    -5.316 |   -0.9443 |   -0.1081 |
-#> |.....................|     2.291 |     1.311 |   0.03145 |    0.7567 |
-#> |.....................|    0.8374 |     1.287 |     1.119 |     1.130 |
-#> |    X|     487.37063 |     92.42 |  0.004913 |    0.2800 |    0.8975 |
-#> |.....................|     9.882 |     1.311 |   0.03145 |    0.7567 |
-#> |.....................|    0.8374 |     1.287 |     1.119 |     1.130 |
-#> |    F| Forward Diff. |    -47.84 |     1.989 |  -0.08553 |    0.2559 |
-#> |.....................|  -0.06263 |    -35.59 |    -12.91 |  -0.09336 |
-#> |.....................|     8.020 |    -9.356 |    -7.180 |    -8.291 |
-#> |   27|     486.76802 |    0.9991 |    -1.014 |   -0.9115 |   -0.8962 |
-#> |.....................|   -0.8459 |   -0.5954 |   -0.7952 |   -0.8779 |
-#> |.....................|   -0.9197 |   -0.8027 |   -0.8200 |   -0.8127 |
-#> |    U|     486.76802 |     93.03 |    -5.317 |   -0.9443 |   -0.1083 |
-#> |.....................|     2.291 |     1.318 |   0.03150 |    0.7570 |
-#> |.....................|    0.8342 |     1.292 |     1.123 |     1.134 |
-#> |    X|     486.76802 |     93.03 |  0.004908 |    0.2800 |    0.8973 |
-#> |.....................|     9.881 |     1.318 |   0.03150 |    0.7570 |
-#> |.....................|    0.8342 |     1.292 |     1.123 |     1.134 |
-#> |    F| Forward Diff. |     39.28 |     2.032 |    0.1697 |    0.3409 |
-#> |.....................|    0.2161 |    -34.26 |    -11.60 |  -0.04206 |
-#> |.....................|     6.414 |    -9.258 |    -7.014 |    -8.183 |
-#> |   28|     486.25961 |    0.9924 |    -1.015 |   -0.9116 |   -0.8964 |
-#> |.....................|   -0.8461 |   -0.5843 |   -0.7916 |   -0.8775 |
-#> |.....................|   -0.9242 |   -0.7980 |   -0.8166 |   -0.8086 |
-#> |    U|     486.25961 |     92.41 |    -5.318 |   -0.9444 |   -0.1086 |
-#> |.....................|     2.290 |     1.324 |   0.03156 |    0.7573 |
-#> |.....................|    0.8303 |     1.298 |     1.126 |     1.138 |
-#> |    X|     486.25961 |     92.41 |  0.004902 |    0.2800 |    0.8971 |
-#> |.....................|     9.880 |     1.324 |   0.03156 |    0.7573 |
-#> |.....................|    0.8303 |     1.298 |     1.126 |     1.138 |
-#> |    F| Forward Diff. |    -50.63 |     1.945 |  -0.07307 |    0.2626 |
-#> |.....................|  -0.04930 |    -33.11 |    -12.03 |   -0.1686 |
-#> |.....................|     7.510 |    -8.984 |    -6.802 |    -7.934 |
-#> |   29|     485.66844 |    0.9985 |    -1.016 |   -0.9117 |   -0.8967 |
-#> |.....................|   -0.8462 |   -0.5738 |   -0.7881 |   -0.8769 |
-#> |.....................|   -0.9293 |   -0.7927 |   -0.8129 |   -0.8039 |
-#> |    U|     485.66844 |     92.98 |    -5.319 |   -0.9445 |   -0.1089 |
-#> |.....................|     2.290 |     1.331 |   0.03161 |    0.7578 |
-#> |.....................|    0.8259 |     1.304 |     1.130 |     1.143 |
-#> |    X|     485.66844 |     92.98 |  0.004895 |    0.2800 |    0.8969 |
-#> |.....................|     9.878 |     1.331 |   0.03161 |    0.7578 |
-#> |.....................|    0.8259 |     1.304 |     1.130 |     1.143 |
-#> |    F| Forward Diff. |     30.24 |     1.977 |    0.1746 |    0.3455 |
-#> |.....................|    0.2218 |    -32.22 |    -10.87 |   -0.2249 |
-#> |.....................|     4.336 |    -8.820 |    -6.615 |    -7.812 |
-#> |   30|     485.23968 |    0.9921 |    -1.017 |   -0.9119 |   -0.8970 |
-#> |.....................|   -0.8465 |   -0.5622 |   -0.7845 |   -0.8762 |
-#> |.....................|   -0.9314 |   -0.7876 |   -0.8094 |   -0.7994 |
-#> |    U|     485.23968 |     92.38 |    -5.321 |   -0.9447 |   -0.1091 |
-#> |.....................|     2.290 |     1.337 |   0.03166 |    0.7583 |
-#> |.....................|    0.8240 |     1.310 |     1.134 |     1.148 |
-#> |    X|     485.23968 |     92.38 |  0.004889 |    0.2800 |    0.8966 |
-#> |.....................|     9.876 |     1.337 |   0.03166 |    0.7583 |
-#> |.....................|    0.8240 |     1.310 |     1.134 |     1.148 |
-#> |    F| Forward Diff. |    -56.59 |     1.902 |  -0.07536 |    0.2678 |
-#> |.....................|  -0.04797 |    -30.46 |    -11.14 |  -0.09043 |
-#> |.....................|     3.742 |    -8.533 |    -6.412 |    -7.541 |
-#> |   31|     484.69662 |    0.9984 |    -1.019 |   -0.9121 |   -0.8974 |
-#> |.....................|   -0.8467 |   -0.5517 |   -0.7813 |   -0.8754 |
-#> |.....................|   -0.9289 |   -0.7816 |   -0.8053 |   -0.7941 |
-#> |    U|     484.69662 |     92.97 |    -5.322 |   -0.9448 |   -0.1095 |
-#> |.....................|     2.290 |     1.343 |   0.03171 |    0.7589 |
-#> |.....................|    0.8262 |     1.318 |     1.138 |     1.154 |
-#> |    X|     484.69662 |     92.97 |  0.004881 |    0.2799 |    0.8963 |
-#> |.....................|     9.873 |     1.343 |   0.03171 |    0.7589 |
-#> |.....................|    0.8262 |     1.318 |     1.138 |     1.154 |
-#> |    F| Forward Diff. |     27.47 |     1.960 |    0.1737 |    0.3487 |
-#> |.....................|    0.2320 |    -29.84 |    -10.04 |   -0.2714 |
-#> |.....................|     5.731 |    -8.337 |    -6.228 |    -7.371 |
-#> |   32|     484.27605 |    0.9928 |    -1.021 |   -0.9123 |   -0.8978 |
-#> |.....................|   -0.8471 |   -0.5404 |   -0.7779 |   -0.8746 |
-#> |.....................|   -0.9302 |   -0.7757 |   -0.8014 |   -0.7889 |
-#> |    U|     484.27605 |     92.45 |    -5.324 |   -0.9451 |   -0.1099 |
-#> |.....................|     2.289 |     1.350 |   0.03176 |    0.7595 |
-#> |.....................|    0.8251 |     1.325 |     1.143 |     1.159 |
-#> |    X|     484.27605 |     92.45 |  0.004872 |    0.2799 |    0.8959 |
-#> |.....................|     9.870 |     1.350 |   0.03176 |    0.7595 |
-#> |.....................|    0.8251 |     1.325 |     1.143 |     1.159 |
-#> |    F| Forward Diff. |    -48.28 |     1.894 |  -0.05804 |    0.2769 |
-#> |.....................|  -0.01457 |    -28.21 |    -10.24 |   -0.1977 |
-#> |.....................|     5.253 |    -8.027 |    -5.998 |    -7.085 |
-#> |   33|     483.77365 |    0.9986 |    -1.023 |   -0.9126 |   -0.8983 |
-#> |.....................|   -0.8475 |   -0.5309 |   -0.7752 |   -0.8734 |
-#> |.....................|   -0.9343 |   -0.7690 |   -0.7970 |   -0.7831 |
-#> |    U|     483.77365 |     92.99 |    -5.326 |   -0.9453 |   -0.1104 |
-#> |.....................|     2.289 |     1.355 |   0.03180 |    0.7604 |
-#> |.....................|    0.8215 |     1.333 |     1.147 |     1.166 |
-#> |    X|     483.77365 |     92.99 |  0.004861 |    0.2798 |    0.8954 |
-#> |.....................|     9.866 |     1.355 |   0.03180 |    0.7604 |
-#> |.....................|    0.8215 |     1.333 |     1.147 |     1.166 |
-#> |    F| Forward Diff. |     28.59 |     1.923 |    0.1952 |    0.3548 |
-#> |.....................|    0.2608 |    -27.76 |    -9.333 |   -0.3645 |
-#> |.....................|     3.958 |    -7.814 |    -5.777 |    -6.894 |
-#> |   34|     483.37086 |    0.9934 |    -1.025 |   -0.9129 |   -0.8989 |
-#> |.....................|   -0.8480 |   -0.5203 |   -0.7721 |   -0.8720 |
-#> |.....................|   -0.9349 |   -0.7624 |   -0.7928 |   -0.7774 |
-#> |    U|     483.37086 |     92.51 |    -5.329 |   -0.9456 |   -0.1110 |
-#> |.....................|     2.289 |     1.362 |   0.03185 |    0.7615 |
-#> |.....................|    0.8209 |     1.341 |     1.152 |     1.172 |
-#> |    X|     483.37086 |     92.51 |  0.004850 |    0.2798 |    0.8949 |
-#> |.....................|     9.861 |     1.362 |   0.03185 |    0.7615 |
-#> |.....................|    0.8209 |     1.341 |     1.152 |     1.172 |
-#> |    F| Forward Diff. |    -41.16 |     1.862 |  -0.03265 |    0.2828 |
-#> |.....................|   0.01951 |    -26.43 |    -9.488 |   -0.2833 |
-#> |.....................|     3.545 |    -7.469 |    -5.528 |    -6.584 |
-#> |   35|     482.96272 |    0.9987 |    -1.028 |   -0.9132 |   -0.8995 |
-#> |.....................|   -0.8485 |   -0.5103 |   -0.7694 |   -0.8702 |
-#> |.....................|   -0.9315 |   -0.7558 |   -0.7888 |   -0.7716 |
-#> |    U|     482.96272 |     92.99 |    -5.332 |   -0.9459 |   -0.1117 |
-#> |.....................|     2.288 |     1.367 |   0.03189 |    0.7629 |
-#> |.....................|    0.8240 |     1.349 |     1.156 |     1.178 |
-#> |    X|     482.96272 |     92.99 |  0.004836 |    0.2797 |    0.8943 |
-#> |.....................|     9.856 |     1.367 |   0.03189 |    0.7629 |
-#> |.....................|    0.8240 |     1.349 |     1.156 |     1.178 |
-#> |    F| Forward Diff. |     28.21 |     1.908 |    0.1917 |    0.3504 |
-#> |.....................|    0.2712 |    -25.82 |    -8.599 |   -0.3385 |
-#> |.....................|     4.050 |    -7.278 |    -5.334 |    -6.398 |
-#> |   36|     482.60011 |    0.9939 |    -1.032 |   -0.9136 |   -0.9003 |
-#> |.....................|   -0.8492 |   -0.4998 |   -0.7669 |   -0.8684 |
-#> |.....................|   -0.9296 |   -0.7490 |   -0.7849 |   -0.7659 |
-#> |    U|     482.60011 |     92.55 |    -5.335 |   -0.9462 |   -0.1124 |
-#> |.....................|     2.287 |     1.373 |   0.03193 |    0.7642 |
-#> |.....................|    0.8256 |     1.357 |     1.160 |     1.184 |
-#> |    X|     482.60011 |     92.55 |  0.004820 |    0.2796 |    0.8937 |
-#> |.....................|     9.849 |     1.373 |   0.03193 |    0.7642 |
-#> |.....................|    0.8256 |     1.357 |     1.160 |     1.184 |
-#> |    F| Forward Diff. |    -36.31 |     1.855 |  -0.03781 |    0.2769 |
-#> |.....................|   0.03076 |    -24.99 |    -8.890 |   -0.4685 |
-#> |.....................|     7.176 |    -6.892 |    -5.117 |    -6.081 |
-#> |   37|     482.21198 |    0.9982 |    -1.035 |   -0.9138 |   -0.9009 |
-#> |.....................|   -0.8497 |   -0.4920 |   -0.7653 |   -0.8661 |
-#> |.....................|   -0.9399 |   -0.7441 |   -0.7821 |   -0.7617 |
-#> |    U|     482.21198 |     92.95 |    -5.338 |   -0.9465 |   -0.1130 |
-#> |.....................|     2.287 |     1.378 |   0.03195 |    0.7659 |
-#> |.....................|    0.8166 |     1.363 |     1.163 |     1.189 |
-#> |    X|     482.21198 |     92.95 |  0.004805 |    0.2796 |    0.8931 |
-#> |.....................|     9.844 |     1.378 |   0.03195 |    0.7659 |
-#> |.....................|    0.8166 |     1.363 |     1.163 |     1.189 |
-#> |    F| Forward Diff. |     20.01 |     1.850 |    0.1852 |    0.3312 |
-#> |.....................|    0.2616 |    -23.95 |    -7.997 |   -0.3393 |
-#> |.....................|     4.985 |    -6.711 |    -4.923 |    -5.940 |
-#> |   38|     481.96846 |    0.9924 |    -1.037 |   -0.9141 |   -0.9014 |
-#> |.....................|   -0.8503 |   -0.4828 |   -0.7630 |   -0.8646 |
-#> |.....................|   -0.9490 |   -0.7399 |   -0.7795 |   -0.7579 |
-#> |    U|     481.96846 |     92.41 |    -5.341 |   -0.9468 |   -0.1136 |
-#> |.....................|     2.286 |     1.383 |   0.03199 |    0.7671 |
-#> |.....................|    0.8087 |     1.368 |     1.166 |     1.193 |
-#> |    X|     481.96846 |     92.41 |  0.004793 |    0.2795 |    0.8927 |
-#> |.....................|     9.838 |     1.383 |   0.03199 |    0.7671 |
-#> |.....................|    0.8087 |     1.368 |     1.166 |     1.193 |
-#> |    F| Forward Diff. |    -59.26 |     1.761 |  -0.08116 |    0.2547 |
-#> |.....................|  -0.02692 |    -22.78 |    -8.366 |   -0.2344 |
-#> |.....................|     4.087 |    -6.524 |    -4.792 |    -5.748 |
-#> |   39|     481.52549 |    0.9980 |    -1.042 |   -0.9148 |   -0.9024 |
-#> |.....................|   -0.8514 |   -0.4755 |   -0.7621 |   -0.8625 |
-#> |.....................|   -0.9558 |   -0.7333 |   -0.7761 |   -0.7520 |
-#> |    U|     481.52549 |     92.93 |    -5.345 |   -0.9474 |   -0.1146 |
-#> |.....................|     2.285 |     1.388 |   0.03200 |    0.7686 |
-#> |.....................|    0.8027 |     1.376 |     1.170 |     1.199 |
-#> |    X|     481.52549 |     92.93 |  0.004770 |    0.2794 |    0.8917 |
-#> |.....................|     9.827 |     1.388 |   0.03200 |    0.7686 |
-#> |.....................|    0.8027 |     1.376 |     1.170 |     1.199 |
-#> |    F| Forward Diff. |     14.56 |     1.771 |    0.1903 |    0.3270 |
-#> |.....................|    0.2641 |    -22.44 |    -7.508 |   -0.4496 |
-#> |.....................|     2.566 |    -6.373 |    -4.622 |    -5.584 |
-#> |   40|     481.26396 |    0.9932 |    -1.045 |   -0.9155 |   -0.9032 |
-#> |.....................|   -0.8523 |   -0.4642 |   -0.7593 |   -0.8605 |
-#> |.....................|   -0.9543 |   -0.7272 |   -0.7727 |   -0.7469 |
-#> |    U|     481.26396 |     92.49 |    -5.349 |   -0.9480 |   -0.1154 |
-#> |.....................|     2.284 |     1.394 |   0.03204 |    0.7702 |
-#> |.....................|    0.8040 |     1.384 |     1.173 |     1.205 |
-#> |    X|     481.26396 |     92.49 |  0.004753 |    0.2793 |    0.8910 |
-#> |.....................|     9.818 |     1.394 |   0.03204 |    0.7702 |
-#> |.....................|    0.8040 |     1.384 |     1.173 |     1.205 |
-#> |    F| Forward Diff. |    -49.84 |     1.721 |  -0.06329 |    0.2500 |
-#> |.....................|  0.003387 |    -21.58 |    -7.808 |   -0.4470 |
-#> |.....................|     3.805 |    -6.020 |    -4.412 |    -5.292 |
-#> |   41|     480.91101 |    0.9981 |    -1.051 |   -0.9163 |   -0.9044 |
-#> |.....................|   -0.8537 |   -0.4552 |   -0.7584 |   -0.8559 |
-#> |.....................|   -0.9510 |   -0.7207 |   -0.7698 |   -0.7416 |
-#> |    U|     480.91101 |     92.94 |    -5.355 |   -0.9488 |   -0.1166 |
-#> |.....................|     2.283 |     1.399 |   0.03206 |    0.7737 |
-#> |.....................|    0.8069 |     1.392 |     1.176 |     1.210 |
-#> |    X|     480.91101 |     92.94 |  0.004727 |    0.2791 |    0.8900 |
-#> |.....................|     9.804 |     1.399 |   0.03206 |    0.7737 |
-#> |.....................|    0.8069 |     1.392 |     1.176 |     1.210 |
-#> |    F| Forward Diff. |     16.05 |     1.751 |    0.1631 |    0.3020 |
-#> |.....................|    0.2540 |    -20.90 |    -6.928 |   -0.3893 |
-#> |.....................|     4.288 |    -5.817 |    -4.263 |    -5.144 |
-#> |   42|     480.64341 |    0.9941 |    -1.056 |   -0.9169 |   -0.9053 |
-#> |.....................|   -0.8549 |   -0.4456 |   -0.7571 |   -0.8527 |
-#> |.....................|   -0.9585 |   -0.7158 |   -0.7673 |   -0.7373 |
-#> |    U|     480.64341 |     92.57 |    -5.360 |   -0.9493 |   -0.1175 |
-#> |.....................|     2.282 |     1.405 |   0.03208 |    0.7761 |
-#> |.....................|    0.8004 |     1.398 |     1.179 |     1.215 |
-#> |    X|     480.64341 |     92.57 |  0.004703 |    0.2790 |    0.8892 |
-#> |.....................|     9.793 |     1.405 |   0.03208 |    0.7761 |
-#> |.....................|    0.8004 |     1.398 |     1.179 |     1.215 |
-#> |    F| Forward Diff. |    -40.16 |     1.680 |  -0.01378 |    0.2424 |
-#> |.....................|   0.03021 |    -20.27 |    -7.228 |   -0.4675 |
-#> |.....................|     4.140 |    -5.523 |    -4.100 |    -4.903 |
-#> |   43|     480.34062 |    0.9982 |    -1.062 |   -0.9177 |   -0.9064 |
-#> |.....................|   -0.8561 |   -0.4387 |   -0.7572 |   -0.8486 |
-#> |.....................|   -0.9687 |   -0.7122 |   -0.7655 |   -0.7338 |
-#> |    U|     480.34062 |     92.95 |    -5.365 |   -0.9501 |   -0.1185 |
-#> |.....................|     2.280 |     1.409 |   0.03207 |    0.7792 |
-#> |.....................|    0.7914 |     1.402 |     1.181 |     1.219 |
-#> |    X|     480.34062 |     92.95 |  0.004675 |    0.2789 |    0.8883 |
-#> |.....................|     9.781 |     1.409 |   0.03207 |    0.7792 |
-#> |.....................|    0.7914 |     1.402 |     1.181 |     1.219 |
-#> |   44|     480.11354 |    0.9982 |    -1.069 |   -0.9186 |   -0.9075 |
-#> |.....................|   -0.8576 |   -0.4327 |   -0.7582 |   -0.8437 |
-#> |.....................|   -0.9807 |   -0.7086 |   -0.7639 |   -0.7301 |
-#> |    U|     480.11354 |     92.95 |    -5.372 |   -0.9510 |   -0.1197 |
-#> |.....................|     2.279 |     1.412 |   0.03206 |    0.7829 |
-#> |.....................|    0.7810 |     1.406 |     1.183 |     1.223 |
-#> |    X|     480.11354 |     92.95 |  0.004643 |    0.2787 |    0.8872 |
-#> |.....................|     9.767 |     1.412 |   0.03206 |    0.7829 |
-#> |.....................|    0.7810 |     1.406 |     1.183 |     1.223 |
-#> |   45|     479.24256 |    0.9982 |    -1.100 |   -0.9228 |   -0.9129 |
-#> |.....................|   -0.8642 |   -0.4061 |   -0.7626 |   -0.8221 |
-#> |.....................|    -1.034 |   -0.6924 |   -0.7565 |   -0.7138 |
-#> |    U|     479.24256 |     92.95 |    -5.404 |   -0.9550 |   -0.1250 |
-#> |.....................|     2.272 |     1.428 |   0.03199 |    0.7993 |
-#> |.....................|    0.7344 |     1.426 |     1.191 |     1.240 |
-#> |    X|     479.24256 |     92.95 |  0.004500 |    0.2779 |    0.8825 |
-#> |.....................|     9.702 |     1.428 |   0.03199 |    0.7993 |
-#> |.....................|    0.7344 |     1.426 |     1.191 |     1.240 |
-#> |   46|     477.60836 |     1.003 |    -1.228 |   -0.9400 |   -0.9346 |
-#> |.....................|   -0.8912 |   -0.2901 |   -0.7784 |   -0.7332 |
-#> |.....................|    -1.206 |   -0.6258 |   -0.7257 |   -0.6466 |
-#> |    U|     477.60836 |     93.40 |    -5.531 |   -0.9712 |   -0.1467 |
-#> |.....................|     2.245 |     1.495 |   0.03176 |    0.8667 |
-#> |.....................|    0.5843 |     1.507 |     1.224 |     1.312 |
-#> |    X|     477.60836 |     93.40 |  0.003961 |    0.2746 |    0.8635 |
-#> |.....................|     9.444 |     1.495 |   0.03176 |    0.8667 |
-#> |.....................|    0.5843 |     1.507 |     1.224 |     1.312 |
-#> |    F| Forward Diff. |     50.81 |    0.8332 |    0.6263 |   0.04339 |
-#> |.....................|    0.5543 |    -9.740 |    -2.969 |    0.1978 |
-#> |.....................|    -10.28 |    -2.761 |    -1.505 |    -1.849 |
-#> |   47|     476.77966 |     1.006 |    -1.398 |   -0.9862 |   -0.9532 |
-#> |.....................|   -0.9413 |  -0.07616 |   -0.7687 |   -0.6374 |
-#> |.....................|   -0.9573 |   -0.5395 |   -0.7103 |   -0.5930 |
-#> |    U|     476.77966 |     93.71 |    -5.701 |    -1.015 |   -0.1654 |
-#> |.....................|     2.195 |     1.619 |   0.03190 |    0.9393 |
-#> |.....................|    0.8014 |     1.612 |     1.240 |     1.369 |
-#> |    X|     476.77966 |     93.71 |  0.003342 |    0.2660 |    0.8476 |
-#> |.....................|     8.982 |     1.619 |   0.03190 |    0.9393 |
-#> |.....................|    0.8014 |     1.612 |     1.240 |     1.369 |
-#> |    F| Forward Diff. |     100.8 |    0.5681 |    -2.148 |   -0.2910 |
-#> |.....................|   -0.6169 |    0.8458 |    0.8586 |    0.3650 |
-#> |.....................|     3.820 |     1.443 |   -0.7364 |    0.2440 |
-#> |   48|     478.65806 |    0.9952 |    -1.512 |   -0.6913 |   -0.9031 |
-#> |.....................|   -0.8317 |  -0.01918 |   -0.7109 |   -0.6555 |
-#> |.....................|   -0.9083 |   -0.7021 |   -0.6121 |   -0.6260 |
-#> |    U|     478.65806 |     92.67 |    -5.815 |   -0.7363 |   -0.1152 |
-#> |.....................|     2.305 |     1.652 |   0.03277 |    0.9255 |
-#> |.....................|    0.8442 |     1.414 |     1.345 |     1.334 |
-#> |    X|     478.65806 |     92.67 |  0.002982 |    0.3238 |    0.8912 |
-#> |.....................|     10.02 |     1.652 |   0.03277 |    0.9255 |
-#> |.....................|    0.8442 |     1.414 |     1.345 |     1.334 |
-#> |   49|     476.83500 |    0.9931 |    -1.426 |   -0.9118 |   -0.9406 |
-#> |.....................|   -0.9137 |  -0.06192 |   -0.7543 |   -0.6420 |
-#> |.....................|   -0.9454 |   -0.5805 |   -0.6855 |   -0.6013 |
-#> |    U|       476.835 |     92.48 |    -5.730 |   -0.9445 |   -0.1527 |
-#> |.....................|     2.223 |     1.627 |   0.03212 |    0.9358 |
-#> |.....................|    0.8118 |     1.562 |     1.267 |     1.361 |
-#> |    X|       476.835 |     92.48 |  0.003247 |    0.2800 |    0.8584 |
-#> |.....................|     9.234 |     1.627 |   0.03212 |    0.9358 |
-#> |.....................|    0.8118 |     1.562 |     1.267 |     1.361 |
-#> |   50|     476.86775 |    0.9928 |    -1.411 |   -0.9513 |   -0.9473 |
-#> |.....................|   -0.9284 |  -0.06958 |   -0.7620 |   -0.6396 |
-#> |.....................|   -0.9520 |   -0.5587 |   -0.6987 |   -0.5969 |
-#> |    U|     476.86775 |     92.44 |    -5.715 |   -0.9819 |   -0.1595 |
-#> |.....................|     2.208 |     1.623 |   0.03200 |    0.9376 |
-#> |.....................|    0.8060 |     1.588 |     1.252 |     1.365 |
-#> |    X|     476.86775 |     92.44 |  0.003297 |    0.2725 |    0.8526 |
-#> |.....................|     9.099 |     1.623 |   0.03200 |    0.9376 |
-#> |.....................|    0.8060 |     1.588 |     1.252 |     1.365 |
-#> |   51|     476.94436 |    0.9926 |    -1.403 |   -0.9724 |   -0.9509 |
-#> |.....................|   -0.9362 |  -0.07366 |   -0.7662 |   -0.6383 |
-#> |.....................|   -0.9556 |   -0.5471 |   -0.7057 |   -0.5945 |
-#> |    U|     476.94436 |     92.42 |    -5.706 |    -1.002 |   -0.1630 |
-#> |.....................|     2.200 |     1.621 |   0.03194 |    0.9386 |
-#> |.....................|    0.8029 |     1.602 |     1.245 |     1.368 |
-#> |    X|     476.94436 |     92.42 |  0.003324 |    0.2686 |    0.8496 |
-#> |.....................|     9.028 |     1.621 |   0.03194 |    0.9386 |
-#> |.....................|    0.8029 |     1.602 |     1.245 |     1.368 |
-#> |   52|     476.64580 |    0.9959 |    -1.398 |   -0.9860 |   -0.9532 |
-#> |.....................|   -0.9413 |  -0.07625 |   -0.7688 |   -0.6374 |
-#> |.....................|   -0.9577 |   -0.5396 |   -0.7102 |   -0.5930 |
-#> |    U|      476.6458 |     92.74 |    -5.701 |    -1.015 |   -0.1653 |
-#> |.....................|     2.195 |     1.619 |   0.03190 |    0.9392 |
-#> |.....................|    0.8011 |     1.611 |     1.240 |     1.369 |
-#> |    X|      476.6458 |     92.74 |  0.003342 |    0.2661 |    0.8476 |
-#> |.....................|     8.983 |     1.619 |   0.03190 |    0.9392 |
-#> |.....................|    0.8011 |     1.611 |     1.240 |     1.369 |
-#> |    F| Forward Diff. |    -76.03 |    0.4748 |    -3.401 |   -0.5335 |
-#> |.....................|    -1.858 |     1.570 |   -0.1336 |    0.2990 |
-#> |.....................|     3.107 |     1.921 |   -0.6340 |    0.6252 |
-#> |   53|     476.45477 |     1.000 |    -1.400 |   -0.9787 |   -0.9521 |
-#> |.....................|   -0.9380 |  -0.07508 |   -0.7683 |   -0.6381 |
-#> |.....................|   -0.9567 |   -0.5427 |   -0.7079 |   -0.5935 |
-#> |    U|     476.45477 |     93.14 |    -5.704 |    -1.008 |   -0.1642 |
-#> |.....................|     2.199 |     1.620 |   0.03191 |    0.9387 |
-#> |.....................|    0.8019 |     1.608 |     1.243 |     1.369 |
-#> |    X|     476.45477 |     93.14 |  0.003334 |    0.2674 |    0.8486 |
-#> |.....................|     9.012 |     1.620 |   0.03191 |    0.9387 |
-#> |.....................|    0.8019 |     1.608 |     1.243 |     1.369 |
-#> |    F| Forward Diff. |    0.2803 |    0.4975 |    -2.426 |   -0.4122 |
-#> |.....................|    -1.237 |     1.245 |    0.3711 |    0.1250 |
-#> |.....................|     4.601 |     1.480 |   -0.5654 |    0.4236 |
-#> |   54|     476.38303 |    0.9998 |    -1.401 |   -0.9743 |   -0.9513 |
-#> |.....................|   -0.9358 |  -0.07732 |   -0.7690 |   -0.6383 |
-#> |.....................|   -0.9650 |   -0.5454 |   -0.7069 |   -0.5943 |
-#> |    U|     476.38303 |     93.10 |    -5.704 |    -1.004 |   -0.1635 |
-#> |.....................|     2.201 |     1.618 |   0.03190 |    0.9385 |
-#> |.....................|    0.7947 |     1.604 |     1.244 |     1.368 |
-#> |    X|     476.38303 |     93.10 |  0.003331 |    0.2682 |    0.8492 |
-#> |.....................|     9.032 |     1.618 |   0.03190 |    0.9385 |
-#> |.....................|    0.7947 |     1.604 |     1.244 |     1.368 |
-#> |   55|     476.22864 |    0.9983 |    -1.404 |   -0.9612 |   -0.9491 |
-#> |.....................|   -0.9291 |  -0.08404 |   -0.7710 |   -0.6390 |
-#> |.....................|   -0.9898 |   -0.5533 |   -0.7039 |   -0.5966 |
-#> |    U|     476.22864 |     92.96 |    -5.707 |   -0.9912 |   -0.1612 |
-#> |.....................|     2.207 |     1.614 |   0.03187 |    0.9380 |
-#> |.....................|    0.7730 |     1.595 |     1.247 |     1.366 |
-#> |    X|     476.22864 |     92.96 |  0.003322 |    0.2707 |    0.8511 |
-#> |.....................|     9.093 |     1.614 |   0.03187 |    0.9380 |
-#> |.....................|    0.7730 |     1.595 |     1.247 |     1.366 |
-#> |   56|     476.57199 |    0.9958 |    -1.445 |   -0.8532 |   -0.9271 |
-#> |.....................|   -0.8725 |  -0.06353 |   -0.7679 |   -0.6421 |
-#> |.....................|   -0.9751 |   -0.5970 |   -0.6712 |   -0.6082 |
-#> |    U|     476.57199 |     92.73 |    -5.749 |   -0.8892 |   -0.1393 |
-#> |.....................|     2.264 |     1.626 |   0.03191 |    0.9357 |
-#> |.....................|    0.7859 |     1.542 |     1.282 |     1.353 |
-#> |    X|     476.57199 |     92.73 |  0.003186 |    0.2913 |    0.8700 |
-#> |.....................|     9.623 |     1.626 |   0.03191 |    0.9357 |
-#> |.....................|    0.7859 |     1.542 |     1.282 |     1.353 |
-#> |    F| Forward Diff. |    -32.75 |    0.5399 |    -1.515 |   -0.3941 |
-#> |.....................|    -1.151 |     1.245 |   0.03890 |    0.2327 |
-#> |.....................|     2.518 |    0.9004 |   -0.2852 |    0.3306 |
-#> |   57|     476.21990 |    0.9982 |    -1.515 |   -0.9538 |   -0.8974 |
-#> |.....................|   -0.8289 |   -0.1020 |   -0.7526 |   -0.6734 |
-#> |.....................|   -0.9899 |   -0.5334 |   -0.6863 |   -0.5986 |
-#> |    U|      476.2199 |     92.95 |    -5.819 |   -0.9842 |   -0.1096 |
-#> |.....................|     2.308 |     1.604 |   0.03214 |    0.9120 |
-#> |.....................|    0.7729 |     1.619 |     1.266 |     1.364 |
-#> |    X|      476.2199 |     92.95 |  0.002972 |    0.2721 |    0.8962 |
-#> |.....................|     10.05 |     1.604 |   0.03214 |    0.9120 |
-#> |.....................|    0.7729 |     1.619 |     1.266 |     1.364 |
-#> |    F| Forward Diff. |    -17.29 |    0.1752 |    -1.213 |    0.7541 |
-#> |.....................|     1.907 |    0.8055 |   -0.1948 |  -0.02118 |
-#> |.....................|     1.522 |     1.784 |    0.5826 |    0.3001 |
-#> |   58|     476.15328 |    0.9997 |    -1.587 |   -0.9380 |   -0.8926 |
-#> |.....................|   -0.8393 |   -0.1057 |   -0.7294 |   -0.6920 |
-#> |.....................|   -0.9908 |   -0.5546 |   -0.6943 |   -0.5998 |
-#> |    U|     476.15328 |     93.09 |    -5.890 |   -0.9693 |   -0.1048 |
-#> |.....................|     2.297 |     1.602 |   0.03249 |    0.8979 |
-#> |.....................|    0.7721 |     1.593 |     1.257 |     1.362 |
-#> |    X|     476.15328 |     93.09 |  0.002766 |    0.2750 |    0.9005 |
-#> |.....................|     9.947 |     1.602 |   0.03249 |    0.8979 |
-#> |.....................|    0.7721 |     1.593 |     1.257 |     1.362 |
-#> |    F| Forward Diff. |     9.478 |  -0.04668 |  -0.07764 |    0.8847 |
-#> |.....................|     1.686 |     1.059 |    0.2200 |  -0.09397 |
-#> |.....................|     3.078 |    0.7416 |    0.1570 |    0.2315 |
-#> |   59|     476.01802 |     1.000 |    -1.651 |   -0.9570 |   -0.8992 |
-#> |.....................|   -0.8607 |   -0.1274 |   -0.7088 |   -0.7141 |
-#> |.....................|    -1.015 |   -0.5543 |   -0.6984 |   -0.6027 |
-#> |    U|     476.01802 |     93.12 |    -5.954 |   -0.9872 |   -0.1113 |
-#> |.....................|     2.276 |     1.589 |   0.03280 |    0.8811 |
-#> |.....................|    0.7512 |     1.594 |     1.253 |     1.359 |
-#> |    X|     476.01802 |     93.12 |  0.002594 |    0.2715 |    0.8947 |
-#> |.....................|     9.736 |     1.589 |   0.03280 |    0.8811 |
-#> |.....................|    0.7512 |     1.594 |     1.253 |     1.359 |
-#> |   60|     476.22711 |     1.004 |    -1.844 |    -1.014 |   -0.9185 |
-#> |.....................|   -0.9244 |   -0.1921 |   -0.6470 |   -0.7805 |
-#> |.....................|    -1.085 |   -0.5529 |   -0.7106 |   -0.6114 |
-#> |    U|     476.22711 |     93.52 |    -6.147 |    -1.041 |   -0.1307 |
-#> |.....................|     2.212 |     1.552 |   0.03373 |    0.8308 |
-#> |.....................|    0.6895 |     1.595 |     1.240 |     1.350 |
-#> |    X|     476.22711 |     93.52 |  0.002140 |    0.2610 |    0.8775 |
-#> |.....................|     9.136 |     1.552 |   0.03373 |    0.8308 |
-#> |.....................|    0.6895 |     1.595 |     1.240 |     1.350 |
-#> |    F| Forward Diff. |     11.37 |   -0.1053 |    -1.010 |    0.7448 |
-#> |.....................|     1.048 |    0.2820 |    0.2022 |   -0.3140 |
-#> |.....................|    0.8239 |    0.7199 |  -0.08354 |   0.05077 |
-#> |   61|     477.73164 |    0.9986 |    -1.783 |   -0.8482 |    -1.092 |
-#> |.....................|   -0.9355 |   -0.2068 |   -0.7199 |   -0.6608 |
-#> |.....................|    -1.022 |   -0.4554 |   -0.5612 |   -0.5707 |
-#> |    U|     477.73164 |     92.99 |    -6.086 |   -0.8845 |   -0.3044 |
-#> |.....................|     2.201 |     1.543 |   0.03264 |    0.9215 |
-#> |.....................|    0.7445 |     1.714 |     1.399 |     1.393 |
-#> |    X|     477.73164 |     92.99 |  0.002274 |    0.2922 |    0.7376 |
-#> |.....................|     9.035 |     1.543 |   0.03264 |    0.9215 |
-#> |.....................|    0.7445 |     1.714 |     1.399 |     1.393 |
-#> |   62|     476.07192 |    0.9962 |    -1.664 |   -0.9459 |   -0.9184 |
-#> |.....................|   -0.8684 |   -0.1353 |   -0.7100 |   -0.7087 |
-#> |.....................|    -1.016 |   -0.5448 |   -0.6848 |   -0.5995 |
-#> |    U|     476.07192 |     92.76 |    -5.967 |   -0.9768 |   -0.1306 |
-#> |.....................|     2.268 |     1.585 |   0.03278 |    0.8852 |
-#> |.....................|    0.7503 |     1.605 |     1.267 |     1.362 |
-#> |    X|     476.07192 |     92.76 |  0.002561 |    0.2735 |    0.8776 |
-#> |.....................|     9.662 |     1.585 |   0.03278 |    0.8852 |
-#> |.....................|    0.7503 |     1.605 |     1.267 |     1.362 |
-#> |   63|     476.10587 |    0.9957 |    -1.654 |   -0.9539 |   -0.9043 |
-#> |.....................|   -0.8630 |   -0.1295 |   -0.7092 |   -0.7126 |
-#> |.....................|    -1.015 |   -0.5521 |   -0.6949 |   -0.6019 |
-#> |    U|     476.10587 |     92.72 |    -5.958 |   -0.9843 |   -0.1164 |
-#> |.....................|     2.274 |     1.588 |   0.03280 |    0.8822 |
-#> |.....................|    0.7508 |     1.596 |     1.257 |     1.360 |
-#> |    X|     476.10587 |     92.72 |  0.002586 |    0.2720 |    0.8901 |
-#> |.....................|     9.714 |     1.588 |   0.03280 |    0.8822 |
-#> |.....................|    0.7508 |     1.596 |     1.257 |     1.360 |
-#> |   64|     476.02413 |    0.9981 |    -1.651 |   -0.9568 |   -0.8993 |
-#> |.....................|   -0.8609 |   -0.1274 |   -0.7088 |   -0.7140 |
-#> |.....................|    -1.015 |   -0.5544 |   -0.6984 |   -0.6027 |
-#> |    U|     476.02413 |     92.94 |    -5.954 |   -0.9870 |   -0.1114 |
-#> |.....................|     2.276 |     1.589 |   0.03280 |    0.8812 |
-#> |.....................|    0.7511 |     1.593 |     1.253 |     1.359 |
-#> |    X|     476.02413 |     92.94 |  0.002594 |    0.2715 |    0.8946 |
-#> |.....................|     9.735 |     1.589 |   0.03280 |    0.8812 |
-#> |.....................|    0.7511 |     1.593 |     1.253 |     1.359 |
-#> |   65|     476.01367 |    0.9993 |    -1.651 |   -0.9569 |   -0.8992 |
-#> |.....................|   -0.8608 |   -0.1274 |   -0.7088 |   -0.7141 |
-#> |.....................|    -1.015 |   -0.5543 |   -0.6984 |   -0.6027 |
-#> |    U|     476.01367 |     93.05 |    -5.954 |   -0.9871 |   -0.1114 |
-#> |.....................|     2.276 |     1.589 |   0.03280 |    0.8812 |
-#> |.....................|    0.7512 |     1.594 |     1.253 |     1.359 |
-#> |    X|     476.01367 |     93.05 |  0.002594 |    0.2715 |    0.8946 |
-#> |.....................|     9.736 |     1.589 |   0.03280 |    0.8812 |
-#> |.....................|    0.7512 |     1.594 |     1.253 |     1.359 |
-#> |    F| Forward Diff. |   -0.2880 |   -0.1104 |    -1.088 |    0.7255 |
-#> |.....................|    0.9655 |  -0.09765 |   0.02713 |   -0.4308 |
-#> |.....................|     1.898 |    0.6709 |  -0.08067 |   0.06084 |
-#> |   66|     476.01068 |    0.9993 |    -1.651 |   -0.9566 |   -0.8994 |
-#> |.....................|   -0.8610 |   -0.1274 |   -0.7088 |   -0.7139 |
-#> |.....................|    -1.015 |   -0.5545 |   -0.6983 |   -0.6027 |
-#> |    U|     476.01068 |     93.06 |    -5.954 |   -0.9868 |   -0.1116 |
-#> |.....................|     2.276 |     1.589 |   0.03280 |    0.8813 |
-#> |.....................|    0.7507 |     1.593 |     1.253 |     1.359 |
-#> |    X|     476.01068 |     93.06 |  0.002595 |    0.2715 |    0.8944 |
-#> |.....................|     9.733 |     1.589 |   0.03280 |    0.8813 |
-#> |.....................|    0.7507 |     1.593 |     1.253 |     1.359 |
-#> |   67|     476.00249 |    0.9996 |    -1.651 |   -0.9556 |   -0.9000 |
-#> |.....................|   -0.8619 |   -0.1273 |   -0.7089 |   -0.7136 |
-#> |.....................|    -1.017 |   -0.5551 |   -0.6983 |   -0.6027 |
-#> |    U|     476.00249 |     93.08 |    -5.954 |   -0.9860 |   -0.1122 |
-#> |.....................|     2.275 |     1.589 |   0.03280 |    0.8815 |
-#> |.....................|    0.7493 |     1.593 |     1.253 |     1.359 |
-#> |    X|     476.00249 |     93.08 |  0.002595 |    0.2717 |    0.8939 |
-#> |.....................|     9.725 |     1.589 |   0.03280 |    0.8815 |
-#> |.....................|    0.7493 |     1.593 |     1.253 |     1.359 |
-#> |   68|     475.98648 |    0.9997 |    -1.654 |   -0.9518 |   -0.9062 |
-#> |.....................|   -0.8643 |   -0.1288 |   -0.7101 |   -0.7095 |
-#> |.....................|    -1.019 |   -0.5521 |   -0.6956 |   -0.6031 |
-#> |    U|     475.98648 |     93.09 |    -5.957 |   -0.9823 |   -0.1183 |
-#> |.....................|     2.272 |     1.589 |   0.03278 |    0.8846 |
-#> |.....................|    0.7477 |     1.596 |     1.256 |     1.359 |
-#> |    X|     475.98648 |     93.09 |  0.002587 |    0.2724 |    0.8884 |
-#> |.....................|     9.702 |     1.589 |   0.03278 |    0.8846 |
-#> |.....................|    0.7477 |     1.596 |     1.256 |     1.359 |
-#> |   69|     475.97179 |    0.9994 |    -1.666 |   -0.9399 |   -0.9282 |
-#> |.....................|   -0.8710 |   -0.1347 |   -0.7147 |   -0.6948 |
-#> |.....................|    -1.020 |   -0.5387 |   -0.6854 |   -0.6045 |
-#> |    U|     475.97179 |     93.06 |    -5.969 |   -0.9711 |   -0.1404 |
-#> |.....................|     2.266 |     1.585 |   0.03271 |    0.8957 |
-#> |.....................|    0.7463 |     1.612 |     1.267 |     1.357 |
-#> |    X|     475.97179 |     93.06 |  0.002557 |    0.2747 |    0.8690 |
-#> |.....................|     9.637 |     1.585 |   0.03271 |    0.8957 |
-#> |.....................|    0.7463 |     1.612 |     1.267 |     1.357 |
-#> |    F| Forward Diff. |     1.543 |   -0.1187 |  -0.09427 |   0.04746 |
-#> |.....................|    0.7019 |    0.1743 |  0.004057 |   -0.1664 |
-#> |.....................|     1.824 |     1.487 |    0.8060 |   -0.1087 |
-#> |   70|     475.93640 |    0.9984 |    -1.664 |   -0.9398 |   -0.9470 |
-#> |.....................|   -0.8662 |   -0.1315 |   -0.7271 |   -0.6595 |
-#> |.....................|    -1.030 |   -0.5499 |   -0.6986 |   -0.5913 |
-#> |    U|      475.9364 |     92.96 |    -5.967 |   -0.9710 |   -0.1592 |
-#> |.....................|     2.270 |     1.587 |   0.03253 |    0.9225 |
-#> |.....................|    0.7382 |     1.599 |     1.253 |     1.371 |
-#> |    X|      475.9364 |     92.96 |  0.002561 |    0.2747 |    0.8529 |
-#> |.....................|     9.682 |     1.587 |   0.03253 |    0.9225 |
-#> |.....................|    0.7382 |     1.599 |     1.253 |     1.371 |
-#> |    F| Forward Diff. |    -18.02 |  -0.07507 |   -0.1675 |   -0.4306 |
-#> |.....................|    0.8222 |   -0.4249 |   -0.3576 |  -0.06909 |
-#> |.....................|   -0.1553 |    0.7789 |  -0.06902 |    0.4423 |
-#> |   71|     475.93449 |    0.9995 |    -1.655 |   -0.9484 |   -0.9330 |
-#> |.....................|   -0.8784 |   -0.1258 |   -0.7357 |   -0.6330 |
-#> |.....................|    -1.033 |   -0.5716 |   -0.6758 |   -0.5988 |
-#> |    U|     475.93449 |     93.07 |    -5.959 |   -0.9791 |   -0.1451 |
-#> |.....................|     2.258 |     1.590 |   0.03240 |    0.9426 |
-#> |.....................|    0.7351 |     1.573 |     1.277 |     1.363 |
-#> |    X|     475.93449 |     93.07 |  0.002583 |    0.2731 |    0.8649 |
-#> |.....................|     9.566 |     1.590 |   0.03240 |    0.9426 |
-#> |.....................|    0.7351 |     1.573 |     1.277 |     1.363 |
-#> |    F| Forward Diff. |    -1.432 |  -0.03245 |   -0.4539 |  -0.04331 |
-#> |.....................|    0.5695 |  -0.03993 |   -0.2223 |    0.1396 |
-#> |.....................|   -0.3709 |  -0.08203 |     1.409 |   0.03273 |
-#> |   72|     475.92305 |     1.001 |    -1.648 |   -0.9418 |   -0.9189 |
-#> |.....................|   -0.8867 |   -0.1240 |   -0.7358 |   -0.6284 |
-#> |.....................|    -1.035 |   -0.5652 |   -0.6857 |   -0.6066 |
-#> |    U|     475.92305 |     93.18 |    -5.952 |   -0.9729 |   -0.1311 |
-#> |.....................|     2.250 |     1.591 |   0.03240 |    0.9461 |
-#> |.....................|    0.7335 |     1.580 |     1.266 |     1.355 |
-#> |    X|     475.92305 |     93.18 |  0.002602 |    0.2743 |    0.8772 |
-#> |.....................|     9.486 |     1.591 |   0.03240 |    0.9461 |
-#> |.....................|    0.7335 |     1.580 |     1.266 |     1.355 |
-#> |    F| Forward Diff. |     18.31 |  0.001701 |   0.03033 |    0.3531 |
-#> |.....................|    0.4204 |   0.05655 |  -0.08057 |    0.1734 |
-#> |.....................|   -0.4632 |    0.1099 |    0.8178 |   -0.3689 |
-#> |   73|     475.91938 |    0.9986 |    -1.638 |   -0.9366 |   -0.9070 |
-#> |.....................|   -0.8945 |   -0.1236 |   -0.7244 |   -0.6267 |
-#> |.....................|    -1.037 |   -0.5623 |   -0.6914 |   -0.6147 |
-#> |    U|     475.91938 |     92.99 |    -5.941 |   -0.9680 |   -0.1192 |
-#> |.....................|     2.242 |     1.592 |   0.03257 |    0.9474 |
-#> |.....................|    0.7320 |     1.584 |     1.260 |     1.346 |
-#> |    X|     475.91938 |     92.99 |  0.002629 |    0.2753 |    0.8877 |
-#> |.....................|     9.412 |     1.592 |   0.03257 |    0.9474 |
-#> |.....................|    0.7320 |     1.584 |     1.260 |     1.346 |
-#> |    F| Forward Diff. |    -15.99 |   0.01876 |   0.07238 |    0.5908 |
-#> |.....................|  -0.09055 |    0.2914 |   -0.2119 |    0.1409 |
-#> |.....................|    0.4365 |    0.1061 |    0.4376 |   -0.5157 |
-#> |   74|     475.91938 |    0.9986 |    -1.638 |   -0.9366 |   -0.9070 |
-#> |.....................|   -0.8945 |   -0.1236 |   -0.7244 |   -0.6267 |
-#> |.....................|    -1.037 |   -0.5623 |   -0.6914 |   -0.6147 |
-#> |    U|     475.91938 |     92.99 |    -5.941 |   -0.9680 |   -0.1192 |
-#> |.....................|     2.242 |     1.592 |   0.03257 |    0.9474 |
-#> |.....................|    0.7320 |     1.584 |     1.260 |     1.346 |
-#> |    X|     475.91938 |     92.99 |  0.002629 |    0.2753 |    0.8877 |
-#> |.....................|     9.412 |     1.592 |   0.03257 |    0.9474 |
-#> |.....................|    0.7320 |     1.584 |     1.260 |     1.346 |
+#> |    1|     500.20030 |     1.000 |    -1.000 |   -0.9113 |   -0.8944 |
+#> |.....................|   -0.8454 |   -0.8678 |   -0.8916 |   -0.8767 |
+#> |.....................|   -0.8743 |   -0.8675 |   -0.8704 |   -0.8704 |
+#> |    U|      500.2003 |     93.00 |    -5.300 |   -0.9400 |   -0.1100 |
+#> |.....................|     2.300 |     1.200 |   0.03000 |    0.7598 |
+#> |.....................|    0.8758 |     1.214 |     1.068 |     1.071 |
+#> |    X|      500.2003 |     93.00 |  0.004992 |    0.2809 |    0.8958 |
+#> |.....................|     9.974 |     1.200 |   0.03000 |    0.7598 |
+#> |.....................|    0.8758 |     1.214 |     1.068 |     1.071 |
+#> |    G|    Gill Diff. |     48.88 |     2.383 |    0.1231 |    0.1986 |
+#> |.....................|    0.1571 |    -64.31 |    -21.89 |    0.6250 |
+#> |.....................|     11.41 |    -12.48 |    -9.903 |    -10.91 |
+#> |    2|     2909.4393 |    0.4361 |    -1.027 |   -0.9127 |   -0.8967 |
+#> |.....................|   -0.8472 |   -0.1258 |   -0.6390 |   -0.8839 |
+#> |.....................|    -1.006 |   -0.7235 |   -0.7562 |   -0.7445 |
+#> |    U|     2909.4393 |     40.56 |    -5.327 |   -0.9413 |   -0.1123 |
+#> |.....................|     2.298 |     1.645 |   0.03379 |    0.7544 |
+#> |.....................|    0.7605 |     1.389 |     1.189 |     1.206 |
+#> |    X|     2909.4393 |     40.56 |  0.004856 |    0.2806 |    0.8938 |
+#> |.....................|     9.956 |     1.645 |   0.03379 |    0.7544 |
+#> |.....................|    0.7605 |     1.389 |     1.189 |     1.206 |
+#> |    3|     515.24373 |    0.9436 |    -1.003 |   -0.9114 |   -0.8946 |
+#> |.....................|   -0.8456 |   -0.7936 |   -0.8663 |   -0.8774 |
+#> |.....................|   -0.8875 |   -0.8531 |   -0.8590 |   -0.8578 |
+#> |    U|     515.24373 |     87.76 |    -5.303 |   -0.9401 |   -0.1102 |
+#> |.....................|     2.300 |     1.245 |   0.03038 |    0.7593 |
+#> |.....................|    0.8642 |     1.232 |     1.080 |     1.084 |
+#> |    X|     515.24373 |     87.76 |  0.004978 |    0.2809 |    0.8956 |
+#> |.....................|     9.972 |     1.245 |   0.03038 |    0.7593 |
+#> |.....................|    0.8642 |     1.232 |     1.080 |     1.084 |
+#> |    4|     499.40695 |    0.9897 |    -1.001 |   -0.9113 |   -0.8944 |
+#> |.....................|   -0.8454 |   -0.8542 |   -0.8869 |   -0.8768 |
+#> |.....................|   -0.8768 |   -0.8648 |   -0.8684 |   -0.8681 |
+#> |    U|     499.40695 |     92.04 |    -5.301 |   -0.9400 |   -0.1100 |
+#> |.....................|     2.300 |     1.208 |   0.03007 |    0.7597 |
+#> |.....................|    0.8737 |     1.217 |     1.070 |     1.073 |
+#> |    X|     499.40695 |     92.04 |  0.004989 |    0.2809 |    0.8958 |
+#> |.....................|     9.974 |     1.208 |   0.03007 |    0.7597 |
+#> |.....................|    0.8737 |     1.217 |     1.070 |     1.073 |
+#> |    F| Forward Diff. |    -99.71 |     2.245 |   -0.1707 |    0.1202 |
+#> |.....................|   -0.1546 |    -61.69 |    -22.54 |     1.475 |
+#> |.....................|     7.677 |    -11.72 |    -9.584 |    -10.53 |
+#> |    5|     498.17135 |     1.001 |    -1.001 |   -0.9113 |   -0.8945 |
+#> |.....................|   -0.8454 |   -0.8410 |   -0.8822 |   -0.8771 |
+#> |.....................|   -0.8786 |   -0.8623 |   -0.8663 |   -0.8658 |
+#> |    U|     498.17135 |     93.06 |    -5.301 |   -0.9400 |   -0.1101 |
+#> |.....................|     2.300 |     1.216 |   0.03014 |    0.7595 |
+#> |.....................|    0.8720 |     1.221 |     1.072 |     1.076 |
+#> |    X|     498.17135 |     93.06 |  0.004987 |    0.2809 |    0.8958 |
+#> |.....................|     9.974 |     1.216 |   0.03014 |    0.7595 |
+#> |.....................|    0.8720 |     1.221 |     1.072 |     1.076 |
+#> |    F| Forward Diff. |     55.25 |     2.349 |    0.1359 |    0.2180 |
+#> |.....................|    0.1993 |    -60.48 |    -20.28 |     1.106 |
+#> |.....................|     9.662 |    -11.74 |    -9.501 |    -10.55 |
+#> |    6|     497.33758 |    0.9906 |    -1.002 |   -0.9113 |   -0.8945 |
+#> |.....................|   -0.8454 |   -0.8273 |   -0.8776 |   -0.8773 |
+#> |.....................|   -0.8808 |   -0.8596 |   -0.8642 |   -0.8634 |
+#> |    U|     497.33758 |     92.12 |    -5.302 |   -0.9400 |   -0.1101 |
+#> |.....................|     2.300 |     1.224 |   0.03021 |    0.7594 |
+#> |.....................|    0.8701 |     1.224 |     1.074 |     1.078 |
+#> |    X|     497.33758 |     92.12 |  0.004984 |    0.2809 |    0.8957 |
+#> |.....................|     9.974 |     1.224 |   0.03021 |    0.7594 |
+#> |.....................|    0.8701 |     1.224 |     1.074 |     1.078 |
+#> |    F| Forward Diff. |    -88.13 |     2.220 |   -0.1371 |    0.1382 |
+#> |.....................|   -0.1101 |    -57.44 |    -20.90 |     1.111 |
+#> |.....................|     7.358 |    -11.52 |    -9.371 |    -10.34 |
+#> |    7|     496.20963 |     1.001 |    -1.002 |   -0.9113 |   -0.8946 |
+#> |.....................|   -0.8454 |   -0.8137 |   -0.8728 |   -0.8776 |
+#> |.....................|   -0.8827 |   -0.8569 |   -0.8620 |   -0.8610 |
+#> |    U|     496.20963 |     93.07 |    -5.302 |   -0.9400 |   -0.1102 |
+#> |.....................|     2.300 |     1.232 |   0.03028 |    0.7592 |
+#> |.....................|    0.8684 |     1.227 |     1.077 |     1.081 |
+#> |    X|     496.20963 |     93.07 |  0.004981 |    0.2809 |    0.8957 |
+#> |.....................|     9.974 |     1.232 |   0.03028 |    0.7592 |
+#> |.....................|    0.8684 |     1.227 |     1.077 |     1.081 |
+#> |    F| Forward Diff. |     55.31 |     2.316 |    0.1573 |    0.2363 |
+#> |.....................|    0.2327 |    -56.27 |    -18.79 |    0.9054 |
+#> |.....................|     9.277 |    -11.53 |    -9.283 |    -10.35 |
+#> |    8|     495.35926 |    0.9914 |    -1.003 |   -0.9113 |   -0.8946 |
+#> |.....................|   -0.8455 |   -0.7996 |   -0.8680 |   -0.8778 |
+#> |.....................|   -0.8850 |   -0.8541 |   -0.8597 |   -0.8584 |
+#> |    U|     495.35926 |     92.20 |    -5.303 |   -0.9401 |   -0.1102 |
+#> |.....................|     2.300 |     1.241 |   0.03035 |    0.7590 |
+#> |.....................|    0.8664 |     1.231 |     1.079 |     1.084 |
+#> |    X|     495.35926 |     92.20 |  0.004979 |    0.2809 |    0.8956 |
+#> |.....................|     9.973 |     1.241 |   0.03035 |    0.7590 |
+#> |.....................|    0.8664 |     1.231 |     1.079 |     1.084 |
+#> |    F| Forward Diff. |    -77.78 |     2.194 |   -0.1077 |    0.1552 |
+#> |.....................|  -0.06714 |    -52.97 |    -19.27 |    0.8916 |
+#> |.....................|     7.037 |    -11.29 |    -9.130 |    -10.15 |
+#> |    9|     494.33654 |     1.001 |    -1.003 |   -0.9113 |   -0.8947 |
+#> |.....................|   -0.8455 |   -0.7857 |   -0.8631 |   -0.8780 |
+#> |.....................|   -0.8870 |   -0.8511 |   -0.8573 |   -0.8558 |
+#> |    U|     494.33654 |     93.09 |    -5.303 |   -0.9400 |   -0.1103 |
+#> |.....................|     2.300 |     1.249 |   0.03043 |    0.7588 |
+#> |.....................|    0.8647 |     1.234 |     1.082 |     1.087 |
+#> |    X|     494.33654 |     93.09 |  0.004976 |    0.2809 |    0.8956 |
+#> |.....................|     9.973 |     1.249 |   0.03043 |    0.7588 |
+#> |.....................|    0.8647 |     1.234 |     1.082 |     1.087 |
+#> |    F| Forward Diff. |     55.95 |     2.282 |    0.1850 |    0.2507 |
+#> |.....................|    0.2656 |    -51.81 |    -17.28 |    0.8212 |
+#> |.....................|     7.543 |    -11.27 |    -9.029 |    -10.13 |
+#> |   10|     493.47922 |    0.9922 |    -1.004 |   -0.9114 |   -0.8947 |
+#> |.....................|   -0.8455 |   -0.7714 |   -0.8582 |   -0.8782 |
+#> |.....................|   -0.8891 |   -0.8480 |   -0.8548 |   -0.8530 |
+#> |    U|     493.47922 |     92.28 |    -5.304 |   -0.9401 |   -0.1103 |
+#> |.....................|     2.300 |     1.258 |   0.03050 |    0.7587 |
+#> |.....................|    0.8629 |     1.238 |     1.084 |     1.090 |
+#> |    X|     493.47922 |     92.28 |  0.004973 |    0.2809 |    0.8955 |
+#> |.....................|     9.973 |     1.258 |   0.03050 |    0.7587 |
+#> |.....................|    0.8629 |     1.238 |     1.084 |     1.090 |
+#> |    F| Forward Diff. |    -67.18 |     2.173 |  -0.07166 |    0.1818 |
+#> |.....................|  -0.01313 |    -49.19 |    -17.69 |    0.7047 |
+#> |.....................|     8.114 |    -11.03 |    -8.882 |    -9.923 |
+#> |   11|     492.53845 |     1.001 |    -1.004 |   -0.9114 |   -0.8948 |
+#> |.....................|   -0.8456 |   -0.7572 |   -0.8532 |   -0.8784 |
+#> |.....................|   -0.8914 |   -0.8448 |   -0.8522 |   -0.8501 |
+#> |    U|     492.53845 |     93.09 |    -5.304 |   -0.9401 |   -0.1104 |
+#> |.....................|     2.300 |     1.266 |   0.03057 |    0.7585 |
+#> |.....................|    0.8608 |     1.242 |     1.087 |     1.093 |
+#> |    X|     492.53845 |     93.09 |  0.004969 |    0.2809 |    0.8955 |
+#> |.....................|     9.972 |     1.266 |   0.03057 |    0.7585 |
+#> |.....................|    0.8608 |     1.242 |     1.087 |     1.093 |
+#> |    F| Forward Diff. |     53.38 |     2.243 |    0.1941 |    0.2566 |
+#> |.....................|    0.2879 |    -47.96 |    -15.83 |    0.7595 |
+#> |.....................|     8.537 |    -10.98 |    -8.771 |    -9.890 |
+#> |   12|     491.72645 |    0.9926 |    -1.005 |   -0.9114 |   -0.8949 |
+#> |.....................|   -0.8456 |   -0.7429 |   -0.8484 |   -0.8786 |
+#> |.....................|   -0.8941 |   -0.8415 |   -0.8496 |   -0.8471 |
+#> |    U|     491.72645 |     92.31 |    -5.305 |   -0.9401 |   -0.1105 |
+#> |.....................|     2.300 |     1.275 |   0.03065 |    0.7584 |
+#> |.....................|    0.8584 |     1.246 |     1.090 |     1.096 |
+#> |    X|     491.72645 |     92.31 |  0.004966 |    0.2809 |    0.8954 |
+#> |.....................|     9.972 |     1.275 |   0.03065 |    0.7584 |
+#> |.....................|    0.8584 |     1.246 |     1.090 |     1.096 |
+#> |    F| Forward Diff. |    -63.56 |     2.131 |  -0.05387 |    0.1833 |
+#> |.....................| 0.0009134 |    -45.55 |    -16.30 |    0.3872 |
+#> |.....................|     9.447 |    -10.76 |    -8.612 |    -9.684 |
+#> |   13|     490.83850 |     1.001 |    -1.006 |   -0.9114 |   -0.8949 |
+#> |.....................|   -0.8457 |   -0.7286 |   -0.8435 |   -0.8787 |
+#> |.....................|   -0.8974 |   -0.8380 |   -0.8468 |   -0.8440 |
+#> |    U|      490.8385 |     93.07 |    -5.306 |   -0.9401 |   -0.1105 |
+#> |.....................|     2.300 |     1.283 |   0.03072 |    0.7583 |
+#> |.....................|    0.8556 |     1.250 |     1.093 |     1.099 |
+#> |    X|      490.8385 |     93.07 |  0.004963 |    0.2809 |    0.8954 |
+#> |.....................|     9.971 |     1.283 |   0.03072 |    0.7583 |
+#> |.....................|    0.8556 |     1.250 |     1.093 |     1.099 |
+#> |    F| Forward Diff. |     49.01 |     2.198 |    0.2057 |    0.2666 |
+#> |.....................|    0.3102 |    -44.06 |    -14.52 |    0.5614 |
+#> |.....................|     8.039 |    -10.72 |    -8.482 |    -9.628 |
+#> |   14|     490.09324 |    0.9928 |    -1.007 |   -0.9115 |   -0.8950 |
+#> |.....................|   -0.8458 |   -0.7143 |   -0.8387 |   -0.8788 |
+#> |.....................|   -0.9004 |   -0.8343 |   -0.8439 |   -0.8407 |
+#> |    U|     490.09324 |     92.33 |    -5.307 |   -0.9402 |   -0.1106 |
+#> |.....................|     2.300 |     1.292 |   0.03079 |    0.7582 |
+#> |.....................|    0.8529 |     1.254 |     1.096 |     1.103 |
+#> |    X|     490.09324 |     92.33 |  0.004959 |    0.2809 |    0.8953 |
+#> |.....................|     9.970 |     1.292 |   0.03079 |    0.7582 |
+#> |.....................|    0.8529 |     1.254 |     1.096 |     1.103 |
+#> |    F| Forward Diff. |    -62.13 |     2.095 |  -0.03472 |    0.1999 |
+#> |.....................|   0.03562 |    -41.55 |    -14.84 |    0.5236 |
+#> |.....................|     7.264 |    -10.46 |    -8.310 |    -9.412 |
+#> |   15|     489.25271 |     1.001 |    -1.007 |   -0.9115 |   -0.8951 |
+#> |.....................|   -0.8458 |   -0.7001 |   -0.8338 |   -0.8789 |
+#> |.....................|   -0.9032 |   -0.8304 |   -0.8408 |   -0.8372 |
+#> |    U|     489.25271 |     93.06 |    -5.307 |   -0.9402 |   -0.1107 |
+#> |.....................|     2.300 |     1.301 |   0.03087 |    0.7581 |
+#> |.....................|    0.8505 |     1.259 |     1.099 |     1.107 |
+#> |    X|     489.25271 |     93.06 |  0.004955 |    0.2809 |    0.8952 |
+#> |.....................|     9.970 |     1.301 |   0.03087 |    0.7581 |
+#> |.....................|    0.8505 |     1.259 |     1.099 |     1.107 |
+#> |    F| Forward Diff. |     44.98 |     2.155 |    0.2191 |    0.2769 |
+#> |.....................|    0.3339 |    -40.42 |    -13.24 |    0.4473 |
+#> |.....................|     7.595 |    -10.35 |    -8.165 |    -9.335 |
+#> |   16|     488.54089 |    0.9934 |    -1.008 |   -0.9116 |   -0.8952 |
+#> |.....................|   -0.8459 |   -0.6857 |   -0.8290 |   -0.8790 |
+#> |.....................|   -0.9061 |   -0.8262 |   -0.8376 |   -0.8335 |
+#> |    U|     488.54089 |     92.38 |    -5.308 |   -0.9403 |   -0.1108 |
+#> |.....................|     2.299 |     1.309 |   0.03094 |    0.7581 |
+#> |.....................|    0.8479 |     1.264 |     1.103 |     1.111 |
+#> |    X|     488.54089 |     92.38 |  0.004951 |    0.2808 |    0.8951 |
+#> |.....................|     9.968 |     1.309 |   0.03094 |    0.7581 |
+#> |.....................|    0.8479 |     1.264 |     1.103 |     1.111 |
+#> |    F| Forward Diff. |    -55.81 |     2.061 |  -0.02096 |    0.2050 |
+#> |.....................|   0.07367 |    -38.08 |    -13.50 |    0.4111 |
+#> |.....................|     6.904 |    -10.08 |    -7.981 |    -9.106 |
+#> |   17|     487.77387 |     1.001 |    -1.009 |   -0.9116 |   -0.8953 |
+#> |.....................|   -0.8461 |   -0.6716 |   -0.8243 |   -0.8791 |
+#> |.....................|   -0.9092 |   -0.8218 |   -0.8341 |   -0.8294 |
+#> |    U|     487.77387 |     93.07 |    -5.309 |   -0.9403 |   -0.1109 |
+#> |.....................|     2.299 |     1.318 |   0.03101 |    0.7580 |
+#> |.....................|    0.8453 |     1.270 |     1.106 |     1.115 |
+#> |    X|     487.77387 |     93.07 |  0.004946 |    0.2808 |    0.8950 |
+#> |.....................|     9.967 |     1.318 |   0.03101 |    0.7580 |
+#> |.....................|    0.8453 |     1.270 |     1.106 |     1.115 |
+#> |    F| Forward Diff. |     43.45 |     2.114 |    0.2402 |    0.2940 |
+#> |.....................|    0.3672 |    -36.87 |    -12.03 |    0.3081 |
+#> |.....................|     7.143 |    -10.02 |    -7.799 |    -9.000 |
+#> |   18|     487.09815 |    0.9939 |    -1.010 |   -0.9118 |   -0.8955 |
+#> |.....................|   -0.8463 |   -0.6575 |   -0.8197 |   -0.8791 |
+#> |.....................|   -0.9124 |   -0.8169 |   -0.8304 |   -0.8251 |
+#> |    U|     487.09815 |     92.43 |    -5.310 |   -0.9404 |   -0.1111 |
+#> |.....................|     2.299 |     1.326 |   0.03108 |    0.7580 |
+#> |.....................|    0.8425 |     1.276 |     1.110 |     1.120 |
+#> |    X|     487.09815 |     92.43 |  0.004941 |    0.2808 |    0.8948 |
+#> |.....................|     9.965 |     1.326 |   0.03108 |    0.7580 |
+#> |.....................|    0.8425 |     1.276 |     1.110 |     1.120 |
+#> |    F| Forward Diff. |    -50.03 |     2.024 |  0.005993 |    0.2193 |
+#> |.....................|    0.1119 |    -34.69 |    -12.26 |    0.2072 |
+#> |.....................|     6.453 |    -9.722 |    -7.597 |    -8.758 |
+#> |   19|     486.39882 |     1.001 |    -1.011 |   -0.9119 |   -0.8957 |
+#> |.....................|   -0.8465 |   -0.6438 |   -0.8151 |   -0.8789 |
+#> |.....................|   -0.9156 |   -0.8116 |   -0.8264 |   -0.8203 |
+#> |    U|     486.39882 |     93.07 |    -5.311 |   -0.9405 |   -0.1113 |
+#> |.....................|     2.299 |     1.334 |   0.03115 |    0.7582 |
+#> |.....................|    0.8396 |     1.282 |     1.114 |     1.125 |
+#> |    X|     486.39882 |     93.07 |  0.004935 |    0.2808 |    0.8947 |
+#> |.....................|     9.963 |     1.334 |   0.03115 |    0.7582 |
+#> |.....................|    0.8396 |     1.282 |     1.114 |     1.125 |
+#> |    F| Forward Diff. |     41.24 |     2.069 |    0.2581 |    0.3038 |
+#> |.....................|    0.3965 |    -33.71 |    -10.93 |    0.1523 |
+#> |.....................|     5.279 |    -9.597 |    -7.397 |    -8.617 |
+#> |   20|     485.77269 |    0.9943 |    -1.013 |   -0.9120 |   -0.8959 |
+#> |.....................|   -0.8467 |   -0.6301 |   -0.8107 |   -0.8786 |
+#> |.....................|   -0.9175 |   -0.8058 |   -0.8222 |   -0.8151 |
+#> |    U|     485.77269 |     92.47 |    -5.313 |   -0.9407 |   -0.1115 |
+#> |.....................|     2.299 |     1.343 |   0.03121 |    0.7584 |
+#> |.....................|    0.8380 |     1.289 |     1.119 |     1.130 |
+#> |    X|     485.77269 |     92.47 |  0.004928 |    0.2808 |    0.8945 |
+#> |.....................|     9.960 |     1.343 |   0.03121 |    0.7584 |
+#> |.....................|    0.8380 |     1.289 |     1.119 |     1.130 |
+#> |    F| Forward Diff. |    -45.38 |     1.992 |   0.03513 |    0.2356 |
+#> |.....................|    0.1513 |    -31.62 |    -11.12 |   0.08802 |
+#> |.....................|     6.113 |    -9.278 |    -7.167 |    -8.332 |
+#> |   21|     485.13787 |     1.001 |    -1.014 |   -0.9122 |   -0.8962 |
+#> |.....................|   -0.8471 |   -0.6169 |   -0.8065 |   -0.8780 |
+#> |.....................|   -0.9196 |   -0.7993 |   -0.8176 |   -0.8094 |
+#> |    U|     485.13787 |     93.06 |    -5.314 |   -0.9409 |   -0.1118 |
+#> |.....................|     2.298 |     1.351 |   0.03128 |    0.7588 |
+#> |.....................|    0.8361 |     1.297 |     1.124 |     1.136 |
+#> |    X|     485.13787 |     93.06 |  0.004921 |    0.2807 |    0.8942 |
+#> |.....................|     9.957 |     1.351 |   0.03128 |    0.7588 |
+#> |.....................|    0.8361 |     1.297 |     1.124 |     1.136 |
+#> |    F| Forward Diff. |     37.95 |     2.033 |    0.2726 |    0.3147 |
+#> |.....................|    0.4223 |    -30.68 |    -9.906 |   0.05100 |
+#> |.....................|     4.975 |    -9.039 |    -6.928 |    -8.144 |
+#> |   22|     484.56781 |    0.9947 |    -1.016 |   -0.9125 |   -0.8965 |
+#> |.....................|   -0.8476 |   -0.6040 |   -0.8026 |   -0.8774 |
+#> |.....................|   -0.9219 |   -0.7925 |   -0.8127 |   -0.8032 |
+#> |    U|     484.56781 |     92.51 |    -5.316 |   -0.9411 |   -0.1121 |
+#> |.....................|     2.298 |     1.358 |   0.03133 |    0.7593 |
+#> |.....................|    0.8341 |     1.305 |     1.129 |     1.143 |
+#> |    X|     484.56781 |     92.51 |  0.004912 |    0.2807 |    0.8939 |
+#> |.....................|     9.952 |     1.358 |   0.03133 |    0.7593 |
+#> |.....................|    0.8341 |     1.305 |     1.129 |     1.143 |
+#> |    F| Forward Diff. |    -42.28 |     1.959 |   0.05438 |    0.2483 |
+#> |.....................|    0.1829 |    -28.95 |    -10.12 |  -0.04344 |
+#> |.....................|     4.379 |    -8.677 |    -6.653 |    -7.817 |
+#> |   23|     484.00832 |     1.000 |    -1.018 |   -0.9128 |   -0.8970 |
+#> |.....................|   -0.8481 |   -0.5915 |   -0.7988 |   -0.8764 |
+#> |.....................|   -0.9214 |   -0.7852 |   -0.8076 |   -0.7966 |
+#> |    U|     484.00832 |     93.05 |    -5.318 |   -0.9414 |   -0.1125 |
+#> |.....................|     2.297 |     1.366 |   0.03139 |    0.7601 |
+#> |.....................|    0.8346 |     1.314 |     1.135 |     1.150 |
+#> |    X|     484.00832 |     93.05 |  0.004901 |    0.2806 |    0.8936 |
+#> |.....................|     9.947 |     1.366 |   0.03139 |    0.7601 |
+#> |.....................|    0.8346 |     1.314 |     1.135 |     1.150 |
+#> |    F| Forward Diff. |     34.54 |     2.001 |    0.2786 |    0.3182 |
+#> |.....................|    0.4381 |    -28.02 |    -9.026 |  -0.09975 |
+#> |.....................|     6.146 |    -8.496 |    -6.417 |    -7.602 |
+#> |   24|     483.48726 |    0.9952 |    -1.021 |   -0.9132 |   -0.8975 |
+#> |.....................|   -0.8489 |   -0.5798 |   -0.7955 |   -0.8750 |
+#> |.....................|   -0.9256 |   -0.7775 |   -0.8025 |   -0.7898 |
+#> |    U|     483.48726 |     92.55 |    -5.321 |   -0.9418 |   -0.1131 |
+#> |.....................|     2.296 |     1.373 |   0.03144 |    0.7611 |
+#> |.....................|    0.8309 |     1.323 |     1.140 |     1.157 |
+#> |    X|     483.48726 |     92.55 |  0.004889 |    0.2805 |    0.8931 |
+#> |.....................|     9.939 |     1.373 |   0.03144 |    0.7611 |
+#> |.....................|    0.8309 |     1.323 |     1.140 |     1.157 |
+#> |    F| Forward Diff. |    -37.52 |     1.926 |   0.07054 |    0.2526 |
+#> |.....................|    0.2102 |    -26.43 |    -9.184 |   -0.1123 |
+#> |.....................|     5.591 |    -8.057 |    -6.119 |    -7.239 |
+#> |   25|     482.99669 |     1.001 |    -1.023 |   -0.9136 |   -0.8980 |
+#> |.....................|   -0.8497 |   -0.5700 |   -0.7928 |   -0.8735 |
+#> |.....................|   -0.9342 |   -0.7702 |   -0.7978 |   -0.7834 |
+#> |    U|     482.99669 |     93.05 |    -5.323 |   -0.9422 |   -0.1136 |
+#> |.....................|     2.296 |     1.379 |   0.03148 |    0.7623 |
+#> |.....................|    0.8234 |     1.332 |     1.145 |     1.164 |
+#> |    X|     482.99669 |     93.05 |  0.004876 |    0.2805 |    0.8926 |
+#> |.....................|     9.932 |     1.379 |   0.03148 |    0.7623 |
+#> |.....................|    0.8234 |     1.332 |     1.145 |     1.164 |
+#> |    F| Forward Diff. |     33.56 |     1.934 |    0.3091 |    0.3219 |
+#> |.....................|    0.4700 |    -25.85 |    -8.255 |  -0.09267 |
+#> |.....................|     5.467 |    -7.833 |    -5.883 |    -7.031 |
+#> |   26|     482.53338 |    0.9957 |    -1.027 |   -0.9143 |   -0.8987 |
+#> |.....................|   -0.8507 |   -0.5600 |   -0.7904 |   -0.8719 |
+#> |.....................|   -0.9423 |   -0.7626 |   -0.7931 |   -0.7767 |
+#> |    U|     482.53338 |     92.60 |    -5.327 |   -0.9428 |   -0.1143 |
+#> |.....................|     2.295 |     1.385 |   0.03152 |    0.7635 |
+#> |.....................|    0.8163 |     1.342 |     1.150 |     1.171 |
+#> |    X|     482.53338 |     92.60 |  0.004861 |    0.2803 |    0.8920 |
+#> |.....................|     9.921 |     1.385 |   0.03152 |    0.7635 |
+#> |.....................|    0.8163 |     1.342 |     1.150 |     1.171 |
+#> |    F| Forward Diff. |    -33.71 |     1.852 |    0.1405 |    0.2615 |
+#> |.....................|    0.2476 |    -24.53 |    -8.462 |   -0.2274 |
+#> |.....................|     4.657 |    -7.455 |    -5.599 |    -6.689 |
+#> |   27|     482.07760 |     1.001 |    -1.030 |   -0.9154 |   -0.8996 |
+#> |.....................|   -0.8522 |   -0.5495 |   -0.7881 |   -0.8694 |
+#> |.....................|   -0.9481 |   -0.7546 |   -0.7885 |   -0.7696 |
+#> |    U|      482.0776 |     93.06 |    -5.330 |   -0.9439 |   -0.1152 |
+#> |.....................|     2.293 |     1.391 |   0.03155 |    0.7654 |
+#> |.....................|    0.8112 |     1.351 |     1.155 |     1.179 |
+#> |    X|      482.0776 |     93.06 |  0.004842 |    0.2801 |    0.8912 |
+#> |.....................|     9.906 |     1.391 |   0.03155 |    0.7654 |
+#> |.....................|    0.8112 |     1.351 |     1.155 |     1.179 |
+#> |    F| Forward Diff. |     31.51 |     1.862 |    0.3171 |    0.3253 |
+#> |.....................|    0.4890 |    -23.74 |    -7.570 |   -0.1627 |
+#> |.....................|     4.673 |    -7.176 |    -5.365 |    -6.441 |
+#> |   28|     481.65018 |    0.9960 |    -1.035 |   -0.9168 |   -0.9007 |
+#> |.....................|   -0.8541 |   -0.5386 |   -0.7859 |   -0.8662 |
+#> |.....................|   -0.9515 |   -0.7465 |   -0.7840 |   -0.7624 |
+#> |    U|     481.65018 |     92.63 |    -5.335 |   -0.9452 |   -0.1163 |
+#> |.....................|     2.291 |     1.398 |   0.03158 |    0.7678 |
+#> |.....................|    0.8082 |     1.361 |     1.160 |     1.187 |
+#> |    X|     481.65018 |     92.63 |  0.004820 |    0.2799 |    0.8902 |
+#> |.....................|     9.887 |     1.398 |   0.03158 |    0.7678 |
+#> |.....................|    0.8082 |     1.361 |     1.160 |     1.187 |
+#> |    F| Forward Diff. |    -31.18 |     1.794 |    0.1244 |    0.2518 |
+#> |.....................|    0.2479 |    -22.54 |    -7.736 |   -0.2537 |
+#> |.....................|     4.155 |    -6.794 |    -5.094 |    -6.088 |
+#> |   29|     481.23911 |     1.000 |    -1.041 |   -0.9182 |   -0.9020 |
+#> |.....................|   -0.8564 |   -0.5274 |   -0.7840 |   -0.8624 |
+#> |.....................|   -0.9539 |   -0.7386 |   -0.7800 |   -0.7556 |
+#> |    U|     481.23911 |     93.04 |    -5.341 |   -0.9465 |   -0.1176 |
+#> |.....................|     2.289 |     1.404 |   0.03161 |    0.7707 |
+#> |.....................|    0.8061 |     1.371 |     1.164 |     1.194 |
+#> |    X|     481.23911 |     93.04 |  0.004792 |    0.2796 |    0.8890 |
+#> |.....................|     9.865 |     1.404 |   0.03161 |    0.7707 |
+#> |.....................|    0.8061 |     1.371 |     1.164 |     1.194 |
+#> |   30|     480.84332 |     1.001 |    -1.048 |   -0.9201 |   -0.9037 |
+#> |.....................|   -0.8593 |   -0.5164 |   -0.7829 |   -0.8573 |
+#> |.....................|   -0.9562 |   -0.7293 |   -0.7754 |   -0.7475 |
+#> |    U|     480.84332 |     93.06 |    -5.348 |   -0.9483 |   -0.1193 |
+#> |.....................|     2.286 |     1.411 |   0.03163 |    0.7746 |
+#> |.....................|    0.8041 |     1.382 |     1.169 |     1.203 |
+#> |    X|     480.84332 |     93.06 |  0.004757 |    0.2792 |    0.8875 |
+#> |.....................|     9.836 |     1.411 |   0.03163 |    0.7746 |
+#> |.....................|    0.8041 |     1.382 |     1.169 |     1.203 |
+#> |   31|     479.47395 |     1.001 |    -1.077 |   -0.9274 |   -0.9105 |
+#> |.....................|   -0.8708 |   -0.4737 |   -0.7785 |   -0.8375 |
+#> |.....................|   -0.9655 |   -0.6927 |   -0.7575 |   -0.7158 |
+#> |    U|     479.47395 |     93.12 |    -5.377 |   -0.9551 |   -0.1261 |
+#> |.....................|     2.275 |     1.436 |   0.03170 |    0.7896 |
+#> |.....................|    0.7959 |     1.426 |     1.188 |     1.237 |
+#> |    X|     479.47395 |     93.12 |  0.004620 |    0.2779 |    0.8816 |
+#> |.....................|     9.723 |     1.436 |   0.03170 |    0.7896 |
+#> |.....................|    0.7959 |     1.426 |     1.188 |     1.237 |
+#> |   32|     477.01144 |     1.003 |    -1.162 |   -0.9485 |   -0.9300 |
+#> |.....................|   -0.9044 |   -0.3493 |   -0.7656 |   -0.7799 |
+#> |.....................|   -0.9925 |   -0.5865 |   -0.7057 |   -0.6237 |
+#> |    U|     477.01144 |     93.31 |    -5.462 |   -0.9750 |   -0.1456 |
+#> |.....................|     2.241 |     1.511 |   0.03189 |    0.8334 |
+#> |.....................|    0.7723 |     1.555 |     1.243 |     1.335 |
+#> |    X|     477.01144 |     93.31 |  0.004245 |    0.2739 |    0.8645 |
+#> |.....................|     9.403 |     1.511 |   0.03189 |    0.8334 |
+#> |.....................|    0.7723 |     1.555 |     1.243 |     1.335 |
+#> |    F| Forward Diff. |     48.38 |     1.353 |   -0.3553 |  -0.05530 |
+#> |.....................| -0.006768 |    -8.661 |    -2.325 |   -0.1540 |
+#> |.....................|     2.503 |   -0.2811 |   -0.6438 |   -0.5229 |
+#> |   33|     477.99463 |     1.002 |    -1.284 |   -0.8933 |   -0.9162 |
+#> |.....................|   -0.8846 |   -0.1951 |   -0.7385 |   -0.7367 |
+#> |.....................|    -1.093 |   -0.7697 |   -0.8046 |   -0.7596 |
+#> |    U|     477.99463 |     93.20 |    -5.584 |   -0.9231 |   -0.1318 |
+#> |.....................|     2.261 |     1.604 |   0.03230 |    0.8662 |
+#> |.....................|    0.6840 |     1.333 |     1.138 |     1.190 |
+#> |    X|     477.99463 |     93.20 |  0.003757 |    0.2843 |    0.8766 |
+#> |.....................|     9.591 |     1.604 |   0.03230 |    0.8662 |
+#> |.....................|    0.6840 |     1.333 |     1.138 |     1.190 |
+#> |   34|     476.67952 |     1.000 |    -1.201 |   -0.9310 |   -0.9256 |
+#> |.....................|   -0.8981 |   -0.3000 |   -0.7569 |   -0.7662 |
+#> |.....................|    -1.025 |   -0.6445 |   -0.7370 |   -0.6668 |
+#> |    U|     476.67952 |     93.04 |    -5.501 |   -0.9585 |   -0.1412 |
+#> |.....................|     2.247 |     1.541 |   0.03202 |    0.8438 |
+#> |.....................|    0.7442 |     1.485 |     1.210 |     1.289 |
+#> |    X|     476.67952 |     93.04 |  0.004084 |    0.2772 |    0.8683 |
+#> |.....................|     9.462 |     1.541 |   0.03202 |    0.8438 |
+#> |.....................|    0.7442 |     1.485 |     1.210 |     1.289 |
+#> |    F| Forward Diff. |     3.308 |     1.138 |    0.3206 |  0.007327 |
+#> |.....................| -0.005220 |    -6.420 |    -1.952 |   -0.8085 |
+#> |.....................|   -0.4295 |    -3.531 |    -2.349 |    -2.485 |
+#> |   35|     477.00015 |    0.9939 |    -1.268 |   -0.9234 |   -0.9152 |
+#> |.....................|   -0.8823 |   -0.2647 |   -0.7585 |   -0.7168 |
+#> |.....................|   -0.9725 |   -0.6365 |   -0.7310 |   -0.6853 |
+#> |    U|     477.00015 |     92.43 |    -5.568 |   -0.9514 |   -0.1308 |
+#> |.....................|     2.263 |     1.562 |   0.03200 |    0.8813 |
+#> |.....................|    0.7898 |     1.495 |     1.216 |     1.269 |
+#> |    X|     477.00015 |     92.43 |  0.003818 |    0.2786 |    0.8774 |
+#> |.....................|     9.613 |     1.562 |   0.03200 |    0.8813 |
+#> |.....................|    0.7898 |     1.495 |     1.216 |     1.269 |
+#> |   36|     476.87328 |    0.9941 |    -1.216 |   -0.9300 |   -0.9236 |
+#> |.....................|   -0.8950 |   -0.2832 |   -0.7542 |   -0.7554 |
+#> |.....................|    -1.014 |   -0.6375 |   -0.7322 |   -0.6666 |
+#> |    U|     476.87328 |     92.45 |    -5.516 |   -0.9576 |   -0.1392 |
+#> |.....................|     2.250 |     1.551 |   0.03206 |    0.8520 |
+#> |.....................|    0.7536 |     1.493 |     1.215 |     1.289 |
+#> |    X|     476.87328 |     92.45 |  0.004024 |    0.2774 |    0.8700 |
+#> |.....................|     9.491 |     1.551 |   0.03206 |    0.8520 |
+#> |.....................|    0.7536 |     1.493 |     1.215 |     1.289 |
+#> |   37|     476.68202 |    0.9977 |    -1.202 |   -0.9313 |   -0.9256 |
+#> |.....................|   -0.8981 |   -0.2947 |   -0.7553 |   -0.7655 |
+#> |.....................|    -1.024 |   -0.6416 |   -0.7351 |   -0.6648 |
+#> |    U|     476.68202 |     92.79 |    -5.502 |   -0.9588 |   -0.1412 |
+#> |.....................|     2.247 |     1.544 |   0.03204 |    0.8443 |
+#> |.....................|    0.7445 |     1.488 |     1.212 |     1.291 |
+#> |    X|     476.68202 |     92.79 |  0.004080 |    0.2771 |    0.8683 |
+#> |.....................|     9.462 |     1.544 |   0.03204 |    0.8443 |
+#> |.....................|    0.7445 |     1.488 |     1.212 |     1.291 |
+#> |   38|     476.66620 |    0.9991 |    -1.201 |   -0.9311 |   -0.9256 |
+#> |.....................|   -0.8981 |   -0.2974 |   -0.7561 |   -0.7659 |
+#> |.....................|    -1.024 |   -0.6431 |   -0.7361 |   -0.6658 |
+#> |    U|      476.6662 |     92.92 |    -5.501 |   -0.9587 |   -0.1412 |
+#> |.....................|     2.247 |     1.542 |   0.03203 |    0.8441 |
+#> |.....................|    0.7443 |     1.487 |     1.211 |     1.290 |
+#> |    X|      476.6662 |     92.92 |  0.004082 |    0.2771 |    0.8683 |
+#> |.....................|     9.462 |     1.542 |   0.03203 |    0.8441 |
+#> |.....................|    0.7443 |     1.487 |     1.211 |     1.290 |
+#> |    F| Forward Diff. |    -16.67 |     1.127 |    0.2138 |  -0.01630 |
+#> |.....................|   -0.1134 |    -4.869 |    -1.703 |  -0.03057 |
+#> |.....................|  -0.03000 |    -2.848 |    -2.302 |    -2.432 |
+#> |   39|     476.65034 |     1.001 |    -1.204 |   -0.9308 |   -0.9253 |
+#> |.....................|   -0.8974 |   -0.2967 |   -0.7561 |   -0.7660 |
+#> |.....................|    -1.024 |   -0.6432 |   -0.7350 |   -0.6655 |
+#> |    U|     476.65034 |     93.06 |    -5.504 |   -0.9584 |   -0.1409 |
+#> |.....................|     2.248 |     1.543 |   0.03203 |    0.8440 |
+#> |.....................|    0.7448 |     1.487 |     1.212 |     1.290 |
+#> |    X|     476.65034 |     93.06 |  0.004070 |    0.2772 |    0.8686 |
+#> |.....................|     9.468 |     1.543 |   0.03203 |    0.8440 |
+#> |.....................|    0.7448 |     1.487 |     1.212 |     1.290 |
+#> |    F| Forward Diff. |     7.111 |     1.131 |    0.3498 |   0.02199 |
+#> |.....................|   0.03596 |    -6.336 |    -1.893 |   -0.8646 |
+#> |.....................|   -0.4089 |    -3.511 |    -2.253 |    -2.437 |
+#> |   40|     476.63921 |    0.9998 |    -1.207 |   -0.9306 |   -0.9249 |
+#> |.....................|   -0.8968 |   -0.2957 |   -0.7561 |   -0.7661 |
+#> |.....................|    -1.024 |   -0.6430 |   -0.7338 |   -0.6650 |
+#> |    U|     476.63921 |     92.98 |    -5.507 |   -0.9581 |   -0.1405 |
+#> |.....................|     2.249 |     1.543 |   0.03203 |    0.8439 |
+#> |.....................|    0.7451 |     1.487 |     1.213 |     1.291 |
+#> |    X|     476.63921 |     92.98 |  0.004058 |    0.2773 |    0.8689 |
+#> |.....................|     9.474 |     1.543 |   0.03203 |    0.8439 |
+#> |.....................|    0.7451 |     1.487 |     1.213 |     1.291 |
+#> |    F| Forward Diff. |    -6.837 |     1.116 |    0.2875 |   0.01149 |
+#> |.....................|  -0.02542 |    -4.741 |    -1.572 |   0.01643 |
+#> |.....................|    -1.427 |    -2.805 |    -2.162 |    -2.393 |
+#> |   41|     476.63321 |     1.001 |    -1.209 |   -0.9304 |   -0.9247 |
+#> |.....................|   -0.8965 |   -0.2943 |   -0.7557 |   -0.7669 |
+#> |.....................|    -1.022 |   -0.6432 |   -0.7330 |   -0.6644 |
+#> |    U|     476.63321 |     93.07 |    -5.509 |   -0.9580 |   -0.1403 |
+#> |.....................|     2.249 |     1.544 |   0.03204 |    0.8433 |
+#> |.....................|    0.7468 |     1.487 |     1.214 |     1.292 |
+#> |    X|     476.63321 |     93.07 |  0.004050 |    0.2773 |    0.8691 |
+#> |.....................|     9.477 |     1.544 |   0.03204 |    0.8433 |
+#> |.....................|    0.7468 |     1.487 |     1.214 |     1.292 |
+#> |    F| Forward Diff. |     8.780 |     1.119 |    0.3715 |   0.03544 |
+#> |.....................|   0.06786 |    -4.773 |    -1.470 |  -0.02124 |
+#> |.....................|    -1.265 |    -2.850 |    -2.132 |    -2.390 |
+#> |   42|     476.62737 |    0.9998 |    -1.211 |   -0.9303 |   -0.9246 |
+#> |.....................|   -0.8963 |   -0.2932 |   -0.7554 |   -0.7683 |
+#> |.....................|    -1.020 |   -0.6436 |   -0.7322 |   -0.6637 |
+#> |    U|     476.62737 |     92.98 |    -5.511 |   -0.9578 |   -0.1402 |
+#> |.....................|     2.249 |     1.545 |   0.03204 |    0.8422 |
+#> |.....................|    0.7485 |     1.486 |     1.215 |     1.292 |
+#> |    X|     476.62737 |     92.98 |  0.004043 |    0.2773 |    0.8692 |
+#> |.....................|     9.479 |     1.545 |   0.03204 |    0.8422 |
+#> |.....................|    0.7485 |     1.486 |     1.215 |     1.292 |
+#> |    F| Forward Diff. |    -5.468 |     1.108 |    0.2964 |   0.01787 |
+#> |.....................|  -0.01029 |    -4.584 |    -1.512 |  -0.04750 |
+#> |.....................|    -1.233 |    -2.839 |    -2.097 |    -2.338 |
+#> |   43|     476.62183 |     1.001 |    -1.213 |   -0.9301 |   -0.9245 |
+#> |.....................|   -0.8960 |   -0.2918 |   -0.7549 |   -0.7696 |
+#> |.....................|    -1.018 |   -0.6438 |   -0.7313 |   -0.6628 |
+#> |    U|     476.62183 |     93.07 |    -5.513 |   -0.9577 |   -0.1401 |
+#> |.....................|     2.249 |     1.546 |   0.03205 |    0.8412 |
+#> |.....................|    0.7501 |     1.486 |     1.216 |     1.293 |
+#> |    X|     476.62183 |     93.07 |  0.004035 |    0.2773 |    0.8693 |
+#> |.....................|     9.481 |     1.546 |   0.03205 |    0.8412 |
+#> |.....................|    0.7501 |     1.486 |     1.216 |     1.293 |
+#> |    F| Forward Diff. |     8.726 |     1.111 |    0.3721 |   0.03969 |
+#> |.....................|   0.07339 |    -4.588 |    -1.391 |  -0.04583 |
+#> |.....................|    -1.059 |    -2.851 |    -2.052 |    -2.306 |
+#> |   44|     476.61645 |    0.9998 |    -1.215 |   -0.9300 |   -0.9243 |
+#> |.....................|   -0.8958 |   -0.2908 |   -0.7546 |   -0.7711 |
+#> |.....................|    -1.016 |   -0.6442 |   -0.7306 |   -0.6621 |
+#> |    U|     476.61645 |     92.98 |    -5.515 |   -0.9576 |   -0.1399 |
+#> |.....................|     2.250 |     1.546 |   0.03205 |    0.8401 |
+#> |.....................|    0.7517 |     1.485 |     1.217 |     1.294 |
+#> |    X|     476.61645 |     92.98 |  0.004027 |    0.2774 |    0.8694 |
+#> |.....................|     9.484 |     1.546 |   0.03205 |    0.8401 |
+#> |.....................|    0.7517 |     1.485 |     1.217 |     1.294 |
+#> |    F| Forward Diff. |    -5.224 |     1.099 |    0.2980 |   0.02349 |
+#> |.....................| -0.002638 |    -4.438 |    -1.447 |  -0.09166 |
+#> |.....................|    0.4490 |    -2.896 |    -2.021 |    -2.267 |
+#> |   45|     476.60491 |     1.001 |    -1.217 |   -0.9300 |   -0.9242 |
+#> |.....................|   -0.8956 |   -0.2899 |   -0.7543 |   -0.7729 |
+#> |.....................|    -1.016 |   -0.6437 |   -0.7294 |   -0.6608 |
+#> |    U|     476.60491 |     93.08 |    -5.517 |   -0.9576 |   -0.1398 |
+#> |.....................|     2.250 |     1.547 |   0.03206 |    0.8387 |
+#> |.....................|    0.7514 |     1.486 |     1.218 |     1.295 |
+#> |    X|     476.60491 |     93.08 |  0.004018 |    0.2774 |    0.8695 |
+#> |.....................|     9.485 |     1.547 |   0.03206 |    0.8387 |
+#> |.....................|    0.7514 |     1.486 |     1.218 |     1.295 |
+#> |    F| Forward Diff. |     9.891 |     1.101 |    0.3805 |   0.04781 |
+#> |.....................|   0.09121 |    -4.602 |    -1.355 |   -0.1211 |
+#> |.....................|   -0.9908 |    -2.875 |    -1.954 |    -2.212 |
+#> |   46|     476.59275 |    0.9999 |    -1.219 |   -0.9301 |   -0.9241 |
+#> |.....................|   -0.8954 |   -0.2896 |   -0.7542 |   -0.7748 |
+#> |.....................|    -1.017 |   -0.6434 |   -0.7284 |   -0.6597 |
+#> |    U|     476.59275 |     92.99 |    -5.519 |   -0.9576 |   -0.1397 |
+#> |.....................|     2.250 |     1.547 |   0.03206 |    0.8373 |
+#> |.....................|    0.7512 |     1.486 |     1.219 |     1.297 |
+#> |    X|     476.59275 |     92.99 |  0.004009 |    0.2774 |    0.8696 |
+#> |.....................|     9.487 |     1.547 |   0.03206 |    0.8373 |
+#> |.....................|    0.7512 |     1.486 |     1.219 |     1.297 |
+#> |    F| Forward Diff. |    -4.741 |     1.086 |    0.3018 |   0.02978 |
+#> |.....................|   0.01334 |    -4.300 |    -1.393 |  -0.08082 |
+#> |.....................|    0.4335 |    -2.821 |    -1.884 |    -2.156 |
+#> |   47|     476.58049 |     1.001 |    -1.222 |   -0.9302 |   -0.9241 |
+#> |.....................|   -0.8953 |   -0.2889 |   -0.7541 |   -0.7767 |
+#> |.....................|    -1.017 |   -0.6427 |   -0.7275 |   -0.6585 |
+#> |    U|     476.58049 |     93.06 |    -5.522 |   -0.9577 |   -0.1397 |
+#> |.....................|     2.250 |     1.547 |   0.03206 |    0.8359 |
+#> |.....................|    0.7507 |     1.487 |     1.220 |     1.298 |
+#> |    X|     476.58049 |     93.06 |  0.003999 |    0.2773 |    0.8697 |
+#> |.....................|     9.488 |     1.547 |   0.03206 |    0.8359 |
+#> |.....................|    0.7507 |     1.487 |     1.220 |     1.298 |
+#> |   48|     476.57085 |     1.001 |    -1.225 |   -0.9302 |   -0.9239 |
+#> |.....................|   -0.8951 |   -0.2891 |   -0.7542 |   -0.7796 |
+#> |.....................|    -1.018 |   -0.6424 |   -0.7265 |   -0.6573 |
+#> |    U|     476.57085 |     93.06 |    -5.525 |   -0.9578 |   -0.1395 |
+#> |.....................|     2.250 |     1.547 |   0.03206 |    0.8336 |
+#> |.....................|    0.7502 |     1.488 |     1.221 |     1.299 |
+#> |    X|     476.57085 |     93.06 |  0.003985 |    0.2773 |    0.8698 |
+#> |.....................|     9.490 |     1.547 |   0.03206 |    0.8336 |
+#> |.....................|    0.7502 |     1.488 |     1.221 |     1.299 |
+#> |   49|     476.52700 |     1.000 |    -1.243 |   -0.9306 |   -0.9233 |
+#> |.....................|   -0.8940 |   -0.2898 |   -0.7549 |   -0.7948 |
+#> |.....................|    -1.021 |   -0.6409 |   -0.7216 |   -0.6509 |
+#> |    U|       476.527 |     93.02 |    -5.543 |   -0.9582 |   -0.1389 |
+#> |.....................|     2.251 |     1.547 |   0.03205 |    0.8221 |
+#> |.....................|    0.7475 |     1.489 |     1.226 |     1.306 |
+#> |    X|       476.527 |     93.02 |  0.003915 |    0.2772 |    0.8703 |
+#> |.....................|     9.501 |     1.547 |   0.03205 |    0.8221 |
+#> |.....................|    0.7475 |     1.489 |     1.226 |     1.306 |
+#> |   50|     476.45166 |    0.9988 |    -1.314 |   -0.9321 |   -0.9209 |
+#> |.....................|   -0.8895 |   -0.2927 |   -0.7576 |   -0.8554 |
+#> |.....................|    -1.033 |   -0.6351 |   -0.7022 |   -0.6254 |
+#> |    U|     476.45166 |     92.89 |    -5.614 |   -0.9596 |   -0.1365 |
+#> |.....................|     2.256 |     1.545 |   0.03201 |    0.7760 |
+#> |.....................|    0.7365 |     1.496 |     1.247 |     1.333 |
+#> |    X|     476.45166 |     92.89 |  0.003648 |    0.2770 |    0.8724 |
+#> |.....................|     9.543 |     1.545 |   0.03201 |    0.7760 |
+#> |.....................|    0.7365 |     1.496 |     1.247 |     1.333 |
+#> |    F| Forward Diff. |    -21.31 |    0.8191 |    0.2022 |    0.1018 |
+#> |.....................|    0.1327 |    -4.505 |    -1.303 |    -1.202 |
+#> |.....................|    -2.080 |    -2.304 |   -0.3706 |   -0.4948 |
+#> |   51|     476.56836 |     1.004 |    -1.424 |   -0.9336 |   -0.9183 |
+#> |.....................|   -0.8856 |   -0.2810 |   -0.7637 |   -0.9206 |
+#> |.....................|    -1.004 |   -0.6303 |   -0.6962 |   -0.6148 |
+#> |    U|     476.56836 |     93.36 |    -5.724 |   -0.9609 |   -0.1338 |
+#> |.....................|     2.260 |     1.552 |   0.03192 |    0.7265 |
+#> |.....................|    0.7619 |     1.502 |     1.254 |     1.345 |
+#> |    X|     476.56836 |     93.36 |  0.003266 |    0.2767 |    0.8747 |
+#> |.....................|     9.581 |     1.552 |   0.03192 |    0.7265 |
+#> |.....................|    0.7619 |     1.502 |     1.254 |     1.345 |
+#> |   52|     476.44457 |     1.002 |    -1.351 |   -0.9326 |   -0.9200 |
+#> |.....................|   -0.8882 |   -0.2885 |   -0.7595 |   -0.8773 |
+#> |.....................|    -1.024 |   -0.6333 |   -0.7001 |   -0.6218 |
+#> |    U|     476.44457 |     93.15 |    -5.651 |   -0.9600 |   -0.1356 |
+#> |.....................|     2.257 |     1.548 |   0.03198 |    0.7594 |
+#> |.....................|    0.7451 |     1.499 |     1.249 |     1.337 |
+#> |    X|     476.44457 |     93.15 |  0.003514 |    0.2769 |    0.8732 |
+#> |.....................|     9.556 |     1.548 |   0.03198 |    0.7594 |
+#> |.....................|    0.7451 |     1.499 |     1.249 |     1.337 |
+#> |    F| Forward Diff. |     15.82 |    0.7276 |    0.3571 |    0.1746 |
+#> |.....................|    0.4004 |    -4.436 |   -0.9222 |    -1.572 |
+#> |.....................|    -1.287 |    -2.164 |   -0.2873 |   -0.3883 |
+#> |   53|     476.40417 |     1.000 |    -1.371 |   -0.9349 |   -0.9209 |
+#> |.....................|   -0.8904 |   -0.2869 |   -0.7634 |   -0.8782 |
+#> |.....................|    -1.024 |   -0.6262 |   -0.7046 |   -0.6250 |
+#> |    U|     476.40417 |     93.02 |    -5.671 |   -0.9622 |   -0.1365 |
+#> |.....................|     2.255 |     1.549 |   0.03192 |    0.7587 |
+#> |.....................|    0.7444 |     1.507 |     1.245 |     1.334 |
+#> |    X|     476.40417 |     93.02 |  0.003446 |    0.2764 |    0.8724 |
+#> |.....................|     9.535 |     1.549 |   0.03192 |    0.7587 |
+#> |.....................|    0.7444 |     1.507 |     1.245 |     1.334 |
+#> |   54|     476.37918 |     1.000 |    -1.391 |   -0.9372 |   -0.9218 |
+#> |.....................|   -0.8927 |   -0.2856 |   -0.7675 |   -0.8792 |
+#> |.....................|    -1.025 |   -0.6191 |   -0.7092 |   -0.6283 |
+#> |    U|     476.37918 |     93.03 |    -5.691 |   -0.9644 |   -0.1374 |
+#> |.....................|     2.253 |     1.549 |   0.03186 |    0.7580 |
+#> |.....................|    0.7434 |     1.516 |     1.240 |     1.330 |
+#> |    X|     476.37918 |     93.03 |  0.003376 |    0.2760 |    0.8716 |
+#> |.....................|     9.513 |     1.549 |   0.03186 |    0.7580 |
+#> |.....................|    0.7434 |     1.516 |     1.240 |     1.330 |
+#> |   55|     476.33357 |     1.001 |    -1.461 |   -0.9453 |   -0.9249 |
+#> |.....................|   -0.9004 |   -0.2814 |   -0.7818 |   -0.8827 |
+#> |.....................|    -1.029 |   -0.5944 |   -0.7253 |   -0.6399 |
+#> |    U|     476.33357 |     93.07 |    -5.761 |   -0.9719 |   -0.1405 |
+#> |.....................|     2.245 |     1.552 |   0.03165 |    0.7553 |
+#> |.....................|    0.7403 |     1.546 |     1.222 |     1.318 |
+#> |    X|     476.33357 |     93.07 |  0.003146 |    0.2745 |    0.8689 |
+#> |.....................|     9.440 |     1.552 |   0.03165 |    0.7553 |
+#> |.....................|    0.7403 |     1.546 |     1.222 |     1.318 |
+#> |    F| Forward Diff. |    -1.553 |    0.4475 |   -0.2195 |   0.07220 |
+#> |.....................|   0.05655 |    -4.350 |    -1.061 |    -1.750 |
+#> |.....................|    0.1436 |   -0.4527 |    -1.673 |    -1.245 |
+#> |   56|     476.20746 |     1.002 |    -1.571 |   -0.9452 |   -0.9313 |
+#> |.....................|   -0.9123 |   -0.2680 |   -0.8139 |   -0.8382 |
+#> |.....................|    -1.032 |   -0.6009 |   -0.7081 |   -0.6381 |
+#> |    U|     476.20746 |     93.20 |    -5.871 |   -0.9719 |   -0.1469 |
+#> |.....................|     2.233 |     1.560 |   0.03117 |    0.7891 |
+#> |.....................|    0.7373 |     1.538 |     1.241 |     1.320 |
+#> |    X|     476.20746 |     93.20 |  0.002821 |    0.2745 |    0.8634 |
+#> |.....................|     9.328 |     1.560 |   0.03117 |    0.7891 |
+#> |.....................|    0.7373 |     1.538 |     1.241 |     1.320 |
+#> |    F| Forward Diff. |     12.15 |    0.1791 |  -0.01894 | -0.004675 |
+#> |.....................|  -0.06593 |    -5.850 |    -1.512 |    -1.794 |
+#> |.....................|    -1.396 |    -1.647 |   -0.7085 |    -1.309 |
+#> |   57|     476.15444 |     1.000 |    -1.669 |   -0.9317 |   -0.9229 |
+#> |.....................|   -0.8889 |   -0.2480 |   -0.8424 |   -0.7961 |
+#> |.....................|    -1.030 |   -0.6117 |   -0.7275 |   -0.5959 |
+#> |    U|     476.15444 |     93.03 |    -5.969 |   -0.9591 |   -0.1385 |
+#> |.....................|     2.256 |     1.572 |   0.03074 |    0.8211 |
+#> |.....................|    0.7395 |     1.525 |     1.220 |     1.365 |
+#> |    X|     476.15444 |     93.03 |  0.002558 |    0.2771 |    0.8707 |
+#> |.....................|     9.549 |     1.572 |   0.03074 |    0.8211 |
+#> |.....................|    0.7395 |     1.525 |     1.220 |     1.365 |
+#> |    F| Forward Diff. |    -13.97 |  -0.09883 |    0.5245 |    0.1410 |
+#> |.....................|    0.5845 |    -3.407 |    -1.272 |   -0.2800 |
+#> |.....................|    0.9652 |    -1.487 |    -1.684 |    0.3572 |
+#> |   58|     476.18235 |     1.000 |    -1.690 |   -0.9781 |   -0.8961 |
+#> |.....................|   -0.8818 |   -0.1915 |   -0.8548 |   -0.7635 |
+#> |.....................|    -1.041 |   -0.6068 |   -0.6702 |   -0.6625 |
+#> |    U|     476.18235 |     93.04 |    -5.990 |    -1.003 |   -0.1117 |
+#> |.....................|     2.264 |     1.606 |   0.03055 |    0.8458 |
+#> |.....................|    0.7299 |     1.531 |     1.281 |     1.294 |
+#> |    X|     476.18235 |     93.04 |  0.002505 |    0.2684 |    0.8943 |
+#> |.....................|     9.617 |     1.606 |   0.03055 |    0.8458 |
+#> |.....................|    0.7299 |     1.531 |     1.281 |     1.294 |
+#> |   59|     476.08231 |     1.003 |    -1.678 |   -0.9530 |   -0.9107 |
+#> |.....................|   -0.8858 |   -0.2215 |   -0.8479 |   -0.7811 |
+#> |.....................|    -1.035 |   -0.6092 |   -0.7010 |   -0.6265 |
+#> |    U|     476.08231 |     93.25 |    -5.978 |   -0.9792 |   -0.1263 |
+#> |.....................|     2.260 |     1.588 |   0.03066 |    0.8325 |
+#> |.....................|    0.7350 |     1.528 |     1.248 |     1.332 |
+#> |    X|     476.08231 |     93.25 |  0.002533 |    0.2730 |    0.8814 |
+#> |.....................|     9.579 |     1.588 |   0.03066 |    0.8325 |
+#> |.....................|    0.7350 |     1.528 |     1.248 |     1.332 |
+#> |    F| Forward Diff. |     18.25 |  -0.08933 |   -0.2508 |    0.5157 |
+#> |.....................|    0.8830 |    -3.835 |    -1.133 |    -1.026 |
+#> |.....................|    -1.010 |    -2.153 |   -0.2439 |    -1.007 |
+#> |   60|     476.03808 |     1.001 |    -1.672 |   -0.9320 |   -0.9310 |
+#> |.....................|   -0.9291 |   -0.2079 |   -0.8419 |   -0.7733 |
+#> |.....................|    -1.039 |   -0.6026 |   -0.6913 |   -0.6380 |
+#> |    U|     476.03808 |     93.13 |    -5.972 |   -0.9594 |   -0.1466 |
+#> |.....................|     2.216 |     1.596 |   0.03074 |    0.8384 |
+#> |.....................|    0.7314 |     1.536 |     1.259 |     1.320 |
+#> |    X|     476.03808 |     93.13 |  0.002548 |    0.2770 |    0.8636 |
+#> |.....................|     9.173 |     1.596 |   0.03074 |    0.8384 |
+#> |.....................|    0.7314 |     1.536 |     1.259 |     1.320 |
+#> |    F| Forward Diff. |    -5.407 |  -0.06545 |    0.6727 |   0.05373 |
+#> |.....................|   -0.4541 |    -1.330 |   -0.5709 |   -0.1224 |
+#> |.....................|   -0.8702 |    -1.228 |    0.2640 |    -1.506 |
+#> |   61|     476.03300 |     1.003 |    -1.664 |   -0.9621 |   -0.9598 |
+#> |.....................|   -0.9520 |   -0.2020 |   -0.8337 |   -0.7650 |
+#> |.....................|    -1.042 |   -0.6106 |   -0.7076 |   -0.6154 |
+#> |    U|       476.033 |     93.29 |    -5.964 |   -0.9878 |   -0.1754 |
+#> |.....................|     2.193 |     1.599 |   0.03087 |    0.8447 |
+#> |.....................|    0.7289 |     1.526 |     1.241 |     1.344 |
+#> |    X|       476.033 |     93.29 |  0.002569 |    0.2714 |    0.8391 |
+#> |.....................|     8.966 |     1.599 |   0.03087 |    0.8447 |
+#> |.....................|    0.7289 |     1.526 |     1.241 |     1.344 |
+#> |    F| Forward Diff. |     15.25 | -0.008049 |   -0.5780 |   -0.5632 |
+#> |.....................|   -0.9601 |   -0.9870 |   -0.1614 |  -0.08306 |
+#> |.....................|    0.3446 |    -1.564 |   -0.5735 |   -0.5777 |
+#> |   62|     475.98457 |     1.001 |    -1.657 |   -0.9620 |   -0.9650 |
+#> |.....................|   -0.9284 |   -0.2016 |   -0.8312 |   -0.7567 |
+#> |.....................|    -1.045 |   -0.6004 |   -0.7091 |   -0.6133 |
+#> |    U|     475.98457 |     93.13 |    -5.957 |   -0.9877 |   -0.1806 |
+#> |.....................|     2.217 |     1.600 |   0.03091 |    0.8511 |
+#> |.....................|    0.7262 |     1.538 |     1.240 |     1.346 |
+#> |    X|     475.98457 |     93.13 |  0.002588 |    0.2714 |    0.8347 |
+#> |.....................|     9.180 |     1.600 |   0.03091 |    0.8511 |
+#> |.....................|    0.7262 |     1.538 |     1.240 |     1.346 |
+#> |   63|     475.96536 |     1.003 |    -1.649 |   -0.9620 |   -0.9705 |
+#> |.....................|   -0.9043 |   -0.2014 |   -0.8286 |   -0.7480 |
+#> |.....................|    -1.048 |   -0.5903 |   -0.7109 |   -0.6113 |
+#> |    U|     475.96536 |     93.24 |    -5.949 |   -0.9876 |   -0.1861 |
+#> |.....................|     2.241 |     1.600 |   0.03094 |    0.8576 |
+#> |.....................|    0.7235 |     1.551 |     1.238 |     1.349 |
+#> |    X|     475.96536 |     93.24 |  0.002608 |    0.2714 |    0.8302 |
+#> |.....................|     9.403 |     1.600 |   0.03094 |    0.8576 |
+#> |.....................|    0.7235 |     1.551 |     1.238 |     1.349 |
+#> |   64|     476.05821 |     1.003 |    -1.627 |   -0.9618 |   -0.9866 |
+#> |.....................|   -0.8332 |   -0.2007 |   -0.8211 |   -0.7226 |
+#> |.....................|    -1.057 |   -0.5602 |   -0.7159 |   -0.6052 |
+#> |    U|     476.05821 |     93.28 |    -5.927 |   -0.9874 |   -0.2022 |
+#> |.....................|     2.312 |     1.600 |   0.03106 |    0.8769 |
+#> |.....................|    0.7156 |     1.587 |     1.233 |     1.355 |
+#> |    X|     476.05821 |     93.28 |  0.002666 |    0.2714 |    0.8169 |
+#> |.....................|     10.10 |     1.600 |   0.03106 |    0.8769 |
+#> |.....................|    0.7156 |     1.587 |     1.233 |     1.355 |
+#> |    F| Forward Diff. |     11.90 |   0.05098 |   -0.6601 |   -0.8657 |
+#> |.....................|    0.4347 |   -0.9523 |   -0.3178 |   -0.1283 |
+#> |.....................|   -0.1024 |   -0.7800 |   -0.7284 |   -0.4981 |
+#> |   65|     476.00714 |     1.001 |    -1.643 |   -0.9512 |   -0.8390 |
+#> |.....................|   -0.8932 |   -0.2051 |   -0.7956 |   -0.7365 |
+#> |.....................|    -1.045 |   -0.5599 |   -0.7127 |   -0.5744 |
+#> |    U|     476.00714 |     93.11 |    -5.943 |   -0.9775 |  -0.05460 |
+#> |.....................|     2.252 |     1.598 |   0.03144 |    0.8663 |
+#> |.....................|    0.7264 |     1.588 |     1.236 |     1.388 |
+#> |    X|     476.00714 |     93.11 |  0.002624 |    0.2734 |    0.9469 |
+#> |.....................|     9.508 |     1.598 |   0.03144 |    0.8663 |
+#> |.....................|    0.7264 |     1.588 |     1.236 |     1.388 |
+#> |   66|     475.93814 |     1.000 |    -1.647 |   -0.9575 |   -0.9171 |
+#> |.....................|   -0.8999 |   -0.2027 |   -0.8152 |   -0.7434 |
+#> |.....................|    -1.047 |   -0.5779 |   -0.7115 |   -0.5963 |
+#> |    U|     475.93814 |     93.01 |    -5.947 |   -0.9834 |   -0.1327 |
+#> |.....................|     2.245 |     1.599 |   0.03115 |    0.8612 |
+#> |.....................|    0.7247 |     1.566 |     1.237 |     1.365 |
+#> |    X|     475.93814 |     93.01 |  0.002614 |    0.2722 |    0.8757 |
+#> |.....................|     9.445 |     1.599 |   0.03115 |    0.8612 |
+#> |.....................|    0.7247 |     1.566 |     1.237 |     1.365 |
+#> |    F| Forward Diff. |    -23.67 |   0.03897 |   -0.7058 |    0.2979 |
+#> |.....................|    0.2507 |   -0.5051 |   -0.4675 |  -0.05050 |
+#> |.....................|    -1.329 |   -0.1594 |   -0.7628 |    0.1885 |
+#> |   67|     475.98668 |     1.003 |    -1.653 |   -0.9119 |   -0.8938 |
+#> |.....................|   -0.8940 |   -0.2050 |   -0.7980 |   -0.7479 |
+#> |.....................|    -1.040 |   -0.5617 |   -0.7056 |   -0.5853 |
+#> |    U|     475.98668 |     93.26 |    -5.953 |   -0.9406 |   -0.1094 |
+#> |.....................|     2.251 |     1.598 |   0.03140 |    0.8577 |
+#> |.....................|    0.7310 |     1.586 |     1.243 |     1.376 |
+#> |    X|     475.98668 |     93.26 |  0.002598 |    0.2808 |    0.8964 |
+#> |.....................|     9.501 |     1.598 |   0.03140 |    0.8577 |
+#> |.....................|    0.7310 |     1.586 |     1.243 |     1.376 |
+#> |   68|     475.93401 |     1.003 |    -1.649 |   -0.9419 |   -0.9092 |
+#> |.....................|   -0.8979 |   -0.2035 |   -0.8093 |   -0.7449 |
+#> |.....................|    -1.044 |   -0.5723 |   -0.7094 |   -0.5925 |
+#> |    U|     475.93401 |     93.26 |    -5.949 |   -0.9687 |   -0.1248 |
+#> |.....................|     2.247 |     1.599 |   0.03123 |    0.8600 |
+#> |.....................|    0.7270 |     1.573 |     1.239 |     1.369 |
+#> |    X|     475.93401 |     93.26 |  0.002609 |    0.2751 |    0.8827 |
+#> |.....................|     9.464 |     1.599 |   0.03123 |    0.8600 |
+#> |.....................|    0.7270 |     1.573 |     1.239 |     1.369 |
+#> |    F| Forward Diff. |     21.62 |   0.03755 |    0.3553 |    0.5344 |
+#> |.....................|    0.5780 |   -0.8226 |   -0.2181 |   -0.2167 |
+#> |.....................|    -1.049 |  0.002537 |   -0.7279 |    0.2347 |
+#> |   69|     475.92580 |     1.001 |    -1.653 |   -0.9417 |   -0.9124 |
+#> |.....................|   -0.8966 |   -0.2037 |   -0.8058 |   -0.7501 |
+#> |.....................|    -1.041 |   -0.5739 |   -0.7048 |   -0.5926 |
+#> |    U|      475.9258 |     93.12 |    -5.953 |   -0.9686 |   -0.1280 |
+#> |.....................|     2.249 |     1.598 |   0.03129 |    0.8560 |
+#> |.....................|    0.7297 |     1.571 |     1.244 |     1.369 |
+#> |    X|      475.9258 |     93.12 |  0.002598 |    0.2752 |    0.8798 |
+#> |.....................|     9.476 |     1.598 |   0.03129 |    0.8560 |
+#> |.....................|    0.7297 |     1.571 |     1.244 |     1.369 |
+#> |    F| Forward Diff. |    -1.238 |  0.003180 |    0.2025 |    0.4289 |
+#> |.....................|    0.4493 |   -0.2935 |   -0.2270 |   -0.1209 |
+#> |.....................|    0.3327 |  -0.04065 |   -0.4864 |    0.2705 |
+#> |   70|     475.92421 |     1.002 |    -1.655 |   -0.9475 |   -0.9180 |
+#> |.....................|   -0.8971 |   -0.2051 |   -0.8017 |   -0.7499 |
+#> |.....................|    -1.041 |   -0.5760 |   -0.7024 |   -0.5951 |
+#> |    U|     475.92421 |     93.14 |    -5.955 |   -0.9740 |   -0.1336 |
+#> |.....................|     2.248 |     1.598 |   0.03135 |    0.8562 |
+#> |.....................|    0.7299 |     1.568 |     1.247 |     1.366 |
+#> |    X|     475.92421 |     93.14 |  0.002593 |    0.2741 |    0.8749 |
+#> |.....................|     9.472 |     1.598 |   0.03135 |    0.8562 |
+#> |.....................|    0.7299 |     1.568 |     1.247 |     1.366 |
+#> |    F| Forward Diff. |     1.572 | 0.0005078 |  -0.07939 |    0.3039 |
+#> |.....................|    0.4520 |   -0.5123 |   -0.2298 |   -0.1955 |
+#> |.....................|    0.3506 |   -0.1759 |   -0.3471 |    0.1717 |
+#> |   71|     475.91356 |     1.001 |    -1.654 |   -0.9476 |   -0.9223 |
+#> |.....................|   -0.8992 |   -0.2071 |   -0.7965 |   -0.7440 |
+#> |.....................|    -1.043 |   -0.5749 |   -0.7035 |   -0.5974 |
+#> |    U|     475.91356 |     93.12 |    -5.954 |   -0.9741 |   -0.1379 |
+#> |.....................|     2.246 |     1.596 |   0.03143 |    0.8607 |
+#> |.....................|    0.7278 |     1.569 |     1.246 |     1.363 |
+#> |    X|     475.91356 |     93.12 |  0.002596 |    0.2741 |    0.8712 |
+#> |.....................|     9.452 |     1.596 |   0.03143 |    0.8607 |
+#> |.....................|    0.7278 |     1.569 |     1.246 |     1.363 |
+#> |   72|     475.89054 |     1.001 |    -1.650 |   -0.9479 |   -0.9349 |
+#> |.....................|   -0.9054 |   -0.2136 |   -0.7808 |   -0.7261 |
+#> |.....................|    -1.051 |   -0.5716 |   -0.7071 |   -0.6043 |
+#> |    U|     475.89054 |     93.11 |    -5.950 |   -0.9744 |   -0.1505 |
+#> |.....................|     2.240 |     1.592 |   0.03166 |    0.8742 |
+#> |.....................|    0.7214 |     1.574 |     1.242 |     1.356 |
+#> |    X|     475.89054 |     93.11 |  0.002606 |    0.2740 |    0.8602 |
+#> |.....................|     9.393 |     1.592 |   0.03166 |    0.8742 |
+#> |.....................|    0.7214 |     1.574 |     1.242 |     1.356 |
+#> |    F| Forward Diff. |    -3.467 |   0.05330 |   -0.1133 |   -0.1045 |
+#> |.....................|    0.1362 |   -0.3304 |   -0.2172 |   0.04726 |
+#> |.....................|    -1.416 |   0.08323 |   -0.4566 |   -0.2851 |
+#> |   73|     476.06529 |     1.002 |    -1.688 |   -0.8959 |   -0.9784 |
+#> |.....................|   -0.9076 |   -0.2354 |   -0.6823 |   -0.7302 |
+#> |.....................|    -1.035 |   -0.5603 |   -0.6700 |   -0.6079 |
+#> |    U|     476.06529 |     93.20 |    -5.988 |   -0.9255 |   -0.1940 |
+#> |.....................|     2.238 |     1.579 |   0.03314 |    0.8712 |
+#> |.....................|    0.7347 |     1.587 |     1.281 |     1.352 |
+#> |    X|     476.06529 |     93.20 |  0.002510 |    0.2838 |    0.8236 |
+#> |.....................|     9.372 |     1.579 |   0.03314 |    0.8712 |
+#> |.....................|    0.7347 |     1.587 |     1.281 |     1.352 |
+#> |   74|     475.89054 |     1.001 |    -1.650 |   -0.9479 |   -0.9349 |
+#> |.....................|   -0.9054 |   -0.2136 |   -0.7808 |   -0.7261 |
+#> |.....................|    -1.051 |   -0.5716 |   -0.7071 |   -0.6043 |
+#> |    U|     475.89054 |     93.11 |    -5.950 |   -0.9744 |   -0.1505 |
+#> |.....................|     2.240 |     1.592 |   0.03166 |    0.8742 |
+#> |.....................|    0.7214 |     1.574 |     1.242 |     1.356 |
+#> |    X|     475.89054 |     93.11 |  0.002606 |    0.2740 |    0.8602 |
+#> |.....................|     9.393 |     1.592 |   0.03166 |    0.8742 |
+#> |.....................|    0.7214 |     1.574 |     1.242 |     1.356 |
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo
f_nlmixr_dfop_sfo_focei_tc <- nlmixr(f_mmkin_tc["DFOP-SFO", ], est = "focei")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
@@ -5086,720 +5881,2892 @@ obtained by fitting the same model to a list of datasets using |.....................|        o5 |        o6 |...........|...........|
-#> |    1|     495.80376 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     495.80376 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     495.80376 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    G|    Gill Diff. |     40.10 |     2.344 |  -0.09792 |   0.01304 |
-#> |.....................|   -0.4854 |    0.6353 |    -29.93 |    -20.00 |
-#> |.....................|     1.261 |     9.993 |    -12.68 |   -0.7774 |
-#> |.....................|     8.106 |    -12.55 |...........|...........|
-#> |    2|     2936.2793 |    0.3119 |    -1.040 |   -0.9093 |   -0.9382 |
-#> |.....................|   -0.9801 |   -0.8941 |   -0.3619 |   -0.5483 |
-#> |.....................|   -0.8992 |    -1.046 |   -0.6506 |   -0.8594 |
-#> |.....................|    -1.014 |   -0.6521 |...........|...........|
-#> |    U|     2936.2793 |     28.54 |    -5.229 |   -0.8860 |    -2.190 |
-#> |.....................|    -4.622 |    0.4539 |     1.041 |   0.06759 |
-#> |.....................|    0.7138 |    0.7431 |     1.443 |    0.9756 |
-#> |.....................|    0.7388 |     1.478 |...........|...........|
-#> |    X|     2936.2793 |     28.54 |  0.005360 |    0.2919 |    0.1119 |
-#> |.....................|  0.009832 |    0.6116 |     1.041 |   0.06759 |
-#> |.....................|    0.7138 |    0.7431 |     1.443 |    0.9756 |
-#> |.....................|    0.7388 |     1.478 |...........|...........|
-#> |    3|     515.54714 |    0.9312 |    -1.004 |   -0.9108 |   -0.9380 |
-#> |.....................|   -0.9876 |   -0.8843 |   -0.8242 |   -0.8571 |
-#> |.....................|   -0.8797 |   -0.8912 |   -0.8464 |   -0.8714 |
-#> |.....................|   -0.8888 |   -0.8460 |...........|...........|
-#> |    U|     515.54714 |     85.19 |    -5.193 |   -0.8873 |    -2.190 |
-#> |.....................|    -4.630 |    0.4584 |    0.8493 |   0.05868 |
-#> |.....................|    0.7280 |    0.8815 |     1.211 |    0.9641 |
-#> |.....................|    0.8462 |     1.242 |...........|...........|
-#> |    X|     515.54714 |     85.19 |  0.005557 |    0.2917 |    0.1119 |
-#> |.....................|  0.009758 |    0.6126 |    0.8493 |   0.05868 |
-#> |.....................|    0.7280 |    0.8815 |     1.211 |    0.9641 |
-#> |.....................|    0.8462 |     1.242 |...........|...........|
-#> |    4|     501.46574 |    0.9922 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9884 |   -0.8833 |   -0.8697 |   -0.8876 |
-#> |.....................|   -0.8778 |   -0.8761 |   -0.8657 |   -0.8726 |
-#> |.....................|   -0.8765 |   -0.8650 |...........|...........|
-#> |    U|     501.46574 |     90.77 |    -5.189 |   -0.8874 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8304 |   0.05781 |
-#> |.....................|    0.7294 |    0.8952 |     1.188 |    0.9629 |
-#> |.....................|    0.8568 |     1.219 |...........|...........|
-#> |    X|     501.46574 |     90.77 |  0.005577 |    0.2916 |    0.1119 |
-#> |.....................|  0.009751 |    0.6127 |    0.8304 |   0.05781 |
-#> |.....................|    0.7294 |    0.8952 |     1.188 |    0.9629 |
-#> |.....................|    0.8568 |     1.219 |...........|...........|
-#> |    5|     501.84206 |    0.9992 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9884 |   -0.8832 |   -0.8749 |   -0.8911 |
-#> |.....................|   -0.8776 |   -0.8743 |   -0.8679 |   -0.8727 |
-#> |.....................|   -0.8751 |   -0.8673 |...........|...........|
-#> |    U|     501.84206 |     91.41 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8283 |   0.05771 |
-#> |.....................|    0.7296 |    0.8967 |     1.185 |    0.9628 |
-#> |.....................|    0.8580 |     1.216 |...........|...........|
-#> |    X|     501.84206 |     91.41 |  0.005579 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8283 |   0.05771 |
-#> |.....................|    0.7296 |    0.8967 |     1.185 |    0.9628 |
-#> |.....................|    0.8580 |     1.216 |...........|...........|
-#> |    6|     501.90183 |    0.9999 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8914 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90183 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05770 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90183 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05770 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    7|     501.90808 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90808 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90808 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    8|     501.90873 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90873 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90873 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    9|     501.90880 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|      501.9088 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|      501.9088 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   10|     501.90881 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90881 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90881 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   11|     501.90882 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90882 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90882 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   12|     501.90882 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90882 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90882 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   13|     501.90882 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90882 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90882 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   14|     501.90882 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90882 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90882 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   15|     501.90882 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90882 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90882 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   16|     501.90883 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90883 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90883 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |   17|     501.90883 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8776 |   -0.8741 |   -0.8681 |   -0.8727 |
-#> |.....................|   -0.8749 |   -0.8675 |...........|...........|
-#> |    U|     501.90883 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
-#> |    X|     501.90883 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.7296 |    0.8969 |     1.185 |    0.9628 |
-#> |.....................|    0.8582 |     1.216 |...........|...........|
+#> |    1|     495.48573 |     1.000 |    -1.000 |   -0.9104 |   -0.9376 |
+#> |.....................|   -0.9875 |   -0.8823 |   -0.8746 |   -0.8907 |
+#> |.....................|   -0.8767 |   -0.8731 |   -0.8673 |   -0.8720 |
+#> |.....................|   -0.8739 |   -0.8666 |...........|...........|
+#> |    U|     495.48573 |     91.00 |    -5.200 |   -0.8900 |    -2.200 |
+#> |.....................|    -4.600 |    0.4600 |    0.8300 |   0.05800 |
+#> |.....................|    0.7311 |    0.9036 |     1.183 |    0.9554 |
+#> |.....................|    0.8633 |     1.214 |...........|...........|
+#> |    X|     495.48573 |     91.00 |  0.005517 |    0.2911 |    0.1108 |
+#> |.....................|   0.01005 |    0.6130 |    0.8300 |   0.05800 |
+#> |.....................|    0.7311 |    0.9036 |     1.183 |    0.9554 |
+#> |.....................|    0.8633 |     1.214 |...........|...........|
+#> |    G|    Gill Diff. |   -0.9650 |     2.223 |   -0.3153 |  -0.01817 |
+#> |.....................|   -0.3350 |    0.6789 |    -29.17 |    -19.58 |
+#> |.....................|    0.9642 |     9.851 |    -11.94 |    -1.319 |
+#> |.....................|     8.578 |    -12.45 |...........|...........|
+#> |    2|     487.27153 |     1.023 |    -1.054 |   -0.9028 |   -0.9372 |
+#> |.....................|   -0.9794 |   -0.8987 |   -0.1695 |   -0.4175 |
+#> |.....................|   -0.9000 |    -1.111 |   -0.5788 |   -0.8401 |
+#> |.....................|    -1.081 |   -0.5657 |...........|...........|
+#> |    U|     487.27153 |     93.12 |    -5.254 |   -0.8832 |    -2.200 |
+#> |.....................|    -4.592 |    0.4525 |     1.123 |   0.07172 |
+#> |.....................|    0.7141 |    0.6884 |     1.525 |    0.9859 |
+#> |.....................|    0.6843 |     1.580 |...........|...........|
+#> |    X|     487.27153 |     93.12 |  0.005228 |    0.2925 |    0.1109 |
+#> |.....................|   0.01013 |    0.6112 |     1.123 |   0.07172 |
+#> |.....................|    0.7141 |    0.6884 |     1.525 |    0.9859 |
+#> |.....................|    0.6843 |     1.580 |...........|...........|
+#> |    F| Forward Diff. |     131.2 |     1.375 |     2.844 |   -0.2311 |
+#> |.....................|    0.2724 |    0.4206 |     9.234 |     14.82 |
+#> |.....................|   -0.3432 |    -1.547 |    -2.137 |     2.699 |
+#> |.....................|    -4.845 |    -6.389 |...........|...........|
+#> |    3|     3806.3530 |    0.1967 |    -1.082 |   -0.9181 |   -0.9356 |
+#> |.....................|   -0.9782 |   -0.9073 |   0.02635 |   -0.3409 |
+#> |.....................|   -0.9062 |    -1.204 |   -0.4610 |   -0.8458 |
+#> |.....................|    -1.125 |   -0.4164 |...........|...........|
+#> |    U|      3806.353 |     17.90 |    -5.282 |   -0.8969 |    -2.198 |
+#> |.....................|    -4.591 |    0.4485 |     1.204 |   0.07394 |
+#> |.....................|    0.7095 |    0.6043 |     1.664 |    0.9805 |
+#> |.....................|    0.6463 |     1.761 |...........|...........|
+#> |    X|      3806.353 |     17.90 |  0.005083 |    0.2897 |    0.1110 |
+#> |.....................|   0.01015 |    0.6103 |     1.204 |   0.07394 |
+#> |.....................|    0.7095 |    0.6043 |     1.664 |    0.9805 |
+#> |.....................|    0.6463 |     1.761 |...........|...........|
+#> |    4|     498.29847 |    0.9363 |    -1.055 |   -0.9047 |   -0.9370 |
+#> |.....................|   -0.9796 |   -0.8990 |   -0.1756 |   -0.4273 |
+#> |.....................|   -0.8998 |    -1.110 |   -0.5773 |   -0.8419 |
+#> |.....................|    -1.078 |   -0.5615 |...........|...........|
+#> |    U|     498.29847 |     85.20 |    -5.255 |   -0.8849 |    -2.199 |
+#> |.....................|    -4.592 |    0.4523 |     1.120 |   0.07144 |
+#> |.....................|    0.7142 |    0.6894 |     1.526 |    0.9842 |
+#> |.....................|    0.6871 |     1.585 |...........|...........|
+#> |    X|     498.29847 |     85.20 |  0.005223 |    0.2922 |    0.1109 |
+#> |.....................|   0.01013 |    0.6112 |     1.120 |   0.07144 |
+#> |.....................|    0.7142 |    0.6894 |     1.526 |    0.9842 |
+#> |.....................|    0.6871 |     1.585 |...........|...........|
+#> |    5|     485.66266 |     1.001 |    -1.054 |   -0.9033 |   -0.9372 |
+#> |.....................|   -0.9795 |   -0.8988 |   -0.1711 |   -0.4200 |
+#> |.....................|   -0.8999 |    -1.111 |   -0.5784 |   -0.8406 |
+#> |.....................|    -1.080 |   -0.5646 |...........|...........|
+#> |    U|     485.66266 |     91.08 |    -5.254 |   -0.8836 |    -2.200 |
+#> |.....................|    -4.592 |    0.4524 |     1.122 |   0.07165 |
+#> |.....................|    0.7141 |    0.6887 |     1.525 |    0.9855 |
+#> |.....................|    0.6850 |     1.581 |...........|...........|
+#> |    X|     485.66266 |     91.08 |  0.005227 |    0.2924 |    0.1109 |
+#> |.....................|   0.01013 |    0.6112 |     1.122 |   0.07165 |
+#> |.....................|    0.7141 |    0.6887 |     1.525 |    0.9855 |
+#> |.....................|    0.6850 |     1.581 |...........|...........|
+#> |    F| Forward Diff. |     5.221 |     1.276 |    0.8286 |   0.07146 |
+#> |.....................|    0.3378 |    0.6177 |     8.950 |     14.42 |
+#> |.....................|    -2.232 |    -2.934 |    -2.090 |     2.822 |
+#> |.....................|    -4.031 |    -6.085 |...........|...........|
+#> |    6|     485.32609 |    0.9950 |    -1.055 |   -0.9042 |   -0.9372 |
+#> |.....................|   -0.9799 |   -0.8995 |   -0.1813 |   -0.4364 |
+#> |.....................|   -0.8974 |    -1.108 |   -0.5760 |   -0.8438 |
+#> |.....................|    -1.076 |   -0.5577 |...........|...........|
+#> |    U|     485.32609 |     90.54 |    -5.255 |   -0.8845 |    -2.200 |
+#> |.....................|    -4.592 |    0.4521 |     1.118 |   0.07117 |
+#> |.....................|    0.7160 |    0.6917 |     1.528 |    0.9824 |
+#> |.....................|    0.6890 |     1.589 |...........|...........|
+#> |    X|     485.32609 |     90.54 |  0.005219 |    0.2922 |    0.1108 |
+#> |.....................|   0.01013 |    0.6111 |     1.118 |   0.07117 |
+#> |.....................|    0.7160 |    0.6917 |     1.528 |    0.9824 |
+#> |.....................|    0.6890 |     1.589 |...........|...........|
+#> |    F| Forward Diff. |    -30.72 |     1.256 |    0.2407 |    0.1468 |
+#> |.....................|    0.3576 |    0.6982 |     8.550 |     13.79 |
+#> |.....................|    -2.152 |    -3.092 |    -1.869 |     2.672 |
+#> |.....................|    -3.399 |    -5.827 |...........|...........|
+#> |    7|     484.94767 |     1.003 |    -1.055 |   -0.9045 |   -0.9373 |
+#> |.....................|   -0.9801 |   -0.8996 |   -0.1956 |   -0.4497 |
+#> |.....................|   -0.8963 |    -1.103 |   -0.5795 |   -0.8455 |
+#> |.....................|    -1.071 |   -0.5595 |...........|...........|
+#> |    U|     484.94767 |     91.28 |    -5.255 |   -0.8848 |    -2.200 |
+#> |.....................|    -4.593 |    0.4521 |     1.112 |   0.07079 |
+#> |.....................|    0.7168 |    0.6961 |     1.524 |    0.9808 |
+#> |.....................|    0.6930 |     1.587 |...........|...........|
+#> |    X|     484.94767 |     91.28 |  0.005220 |    0.2922 |    0.1108 |
+#> |.....................|   0.01013 |    0.6111 |     1.112 |   0.07079 |
+#> |.....................|    0.7168 |    0.6961 |     1.524 |    0.9808 |
+#> |.....................|    0.6930 |     1.587 |...........|...........|
+#> |    F| Forward Diff. |     16.95 |     1.308 |    0.9181 |   0.03760 |
+#> |.....................|    0.3308 |    0.6549 |     8.124 |     13.74 |
+#> |.....................|    -1.975 |    -2.369 |    -2.107 |     2.437 |
+#> |.....................|    -3.334 |    -5.928 |...........|...........|
+#> |    8|     484.63747 |    0.9965 |    -1.055 |   -0.9051 |   -0.9373 |
+#> |.....................|   -0.9805 |   -0.8998 |   -0.2100 |   -0.4642 |
+#> |.....................|   -0.8952 |    -1.098 |   -0.5823 |   -0.8472 |
+#> |.....................|    -1.067 |   -0.5602 |...........|...........|
+#> |    U|     484.63747 |     90.68 |    -5.255 |   -0.8853 |    -2.200 |
+#> |.....................|    -4.593 |    0.4520 |     1.106 |   0.07037 |
+#> |.....................|    0.7176 |    0.7002 |     1.521 |    0.9792 |
+#> |.....................|    0.6968 |     1.586 |...........|...........|
+#> |    X|     484.63747 |     90.68 |  0.005220 |    0.2921 |    0.1108 |
+#> |.....................|   0.01012 |    0.6111 |     1.106 |   0.07037 |
+#> |.....................|    0.7176 |    0.7002 |     1.521 |    0.9792 |
+#> |.....................|    0.6968 |     1.586 |...........|...........|
+#> |    F| Forward Diff. |    -22.67 |     1.288 |    0.2773 |    0.1211 |
+#> |.....................|    0.3459 |    0.7203 |     8.028 |     13.24 |
+#> |.....................|    -1.967 |    -2.555 |    -2.117 |     2.333 |
+#> |.....................|    -2.789 |    -5.812 |...........|...........|
+#> |    9|     484.31288 |     1.003 |    -1.055 |   -0.9054 |   -0.9374 |
+#> |.....................|   -0.9808 |   -0.9000 |   -0.2248 |   -0.4783 |
+#> |.....................|   -0.8942 |    -1.094 |   -0.5856 |   -0.8486 |
+#> |.....................|    -1.063 |   -0.5617 |...........|...........|
+#> |    U|     484.31288 |     91.27 |    -5.255 |   -0.8855 |    -2.200 |
+#> |.....................|    -4.593 |    0.4519 |     1.100 |   0.06996 |
+#> |.....................|    0.7183 |    0.7043 |     1.517 |    0.9778 |
+#> |.....................|    0.7003 |     1.585 |...........|...........|
+#> |    X|     484.31288 |     91.27 |  0.005220 |    0.2920 |    0.1108 |
+#> |.....................|   0.01012 |    0.6111 |     1.100 |   0.06996 |
+#> |.....................|    0.7183 |    0.7043 |     1.517 |    0.9778 |
+#> |.....................|    0.7003 |     1.585 |...........|...........|
+#> |    F| Forward Diff. |     16.32 |     1.333 |    0.8110 |   0.03416 |
+#> |.....................|    0.3225 |    0.6774 |     7.502 |     12.95 |
+#> |.....................|    -1.990 |    -1.849 |    -2.190 |     2.193 |
+#> |.....................|    -2.714 |    -5.891 |...........|...........|
+#> |   10|     484.03445 |    0.9966 |    -1.055 |   -0.9058 |   -0.9374 |
+#> |.....................|   -0.9811 |   -0.9003 |   -0.2393 |   -0.4932 |
+#> |.....................|   -0.8929 |    -1.090 |   -0.5881 |   -0.8501 |
+#> |.....................|    -1.059 |   -0.5620 |...........|...........|
+#> |    U|     484.03445 |     90.69 |    -5.255 |   -0.8859 |    -2.200 |
+#> |.....................|    -4.594 |    0.4517 |     1.094 |   0.06953 |
+#> |.....................|    0.7192 |    0.7079 |     1.514 |    0.9764 |
+#> |.....................|    0.7034 |     1.584 |...........|...........|
+#> |    X|     484.03445 |     90.69 |  0.005219 |    0.2919 |    0.1108 |
+#> |.....................|   0.01012 |    0.6110 |     1.094 |   0.06953 |
+#> |.....................|    0.7192 |    0.7079 |     1.514 |    0.9764 |
+#> |.....................|    0.7034 |     1.584 |...........|...........|
+#> |    F| Forward Diff. |    -23.34 |     1.311 |    0.1997 |    0.1136 |
+#> |.....................|    0.3397 |    0.7422 |     7.043 |     12.17 |
+#> |.....................|    -1.843 |    -2.075 |    -2.300 |     2.141 |
+#> |.....................|    -2.235 |    -5.778 |...........|...........|
+#> |   11|     483.72794 |     1.003 |    -1.056 |   -0.9061 |   -0.9374 |
+#> |.....................|   -0.9815 |   -0.9008 |   -0.2540 |   -0.5081 |
+#> |.....................|   -0.8918 |    -1.086 |   -0.5906 |   -0.8514 |
+#> |.....................|    -1.056 |   -0.5623 |...........|...........|
+#> |    U|     483.72794 |     91.28 |    -5.256 |   -0.8861 |    -2.200 |
+#> |.....................|    -4.594 |    0.4515 |     1.088 |   0.06909 |
+#> |.....................|    0.7200 |    0.7113 |     1.511 |    0.9751 |
+#> |.....................|    0.7061 |     1.584 |...........|...........|
+#> |    X|     483.72794 |     91.28 |  0.005217 |    0.2919 |    0.1108 |
+#> |.....................|   0.01011 |    0.6110 |     1.088 |   0.06909 |
+#> |.....................|    0.7200 |    0.7113 |     1.511 |    0.9751 |
+#> |.....................|    0.7061 |     1.584 |...........|...........|
+#> |    F| Forward Diff. |     16.56 |     1.355 |    0.7367 |   0.03002 |
+#> |.....................|    0.3166 |    0.7021 |     6.528 |     11.89 |
+#> |.....................|    -1.880 |    -1.512 |    -2.404 |     1.917 |
+#> |.....................|    -2.215 |    -5.846 |...........|...........|
+#> |   12|     483.44272 |    0.9974 |    -1.057 |   -0.9064 |   -0.9375 |
+#> |.....................|   -0.9820 |   -0.9016 |   -0.2678 |   -0.5243 |
+#> |.....................|   -0.8904 |    -1.083 |   -0.5914 |   -0.8528 |
+#> |.....................|    -1.054 |   -0.5601 |...........|...........|
+#> |    U|     483.44272 |     90.76 |    -5.257 |   -0.8865 |    -2.200 |
+#> |.....................|    -4.594 |    0.4511 |     1.082 |   0.06862 |
+#> |.....................|    0.7211 |    0.7141 |     1.510 |    0.9738 |
+#> |.....................|    0.7081 |     1.587 |...........|...........|
+#> |    X|     483.44272 |     90.76 |  0.005212 |    0.2918 |    0.1108 |
+#> |.....................|   0.01011 |    0.6109 |     1.082 |   0.06862 |
+#> |.....................|    0.7211 |    0.7141 |     1.510 |    0.9738 |
+#> |.....................|    0.7081 |     1.587 |...........|...........|
+#> |    F| Forward Diff. |    -19.50 |     1.332 |    0.2061 |    0.1022 |
+#> |.....................|    0.3336 |    0.7519 |     5.944 |     11.09 |
+#> |.....................|    -1.878 |    -1.675 |    -2.404 |     1.054 |
+#> |.....................|    -1.833 |    -5.715 |...........|...........|
+#> |   13|     483.13758 |     1.003 |    -1.059 |   -0.9067 |   -0.9375 |
+#> |.....................|   -0.9826 |   -0.9029 |   -0.2791 |   -0.5415 |
+#> |.....................|   -0.8881 |    -1.081 |   -0.5896 |   -0.8508 |
+#> |.....................|    -1.053 |   -0.5541 |...........|...........|
+#> |    U|     483.13758 |     91.30 |    -5.259 |   -0.8867 |    -2.200 |
+#> |.....................|    -4.595 |    0.4505 |     1.077 |   0.06813 |
+#> |.....................|    0.7227 |    0.7157 |     1.512 |    0.9758 |
+#> |.....................|    0.7089 |     1.594 |...........|...........|
+#> |    X|     483.13758 |     91.30 |  0.005202 |    0.2918 |    0.1108 |
+#> |.....................|   0.01010 |    0.6108 |     1.077 |   0.06813 |
+#> |.....................|    0.7227 |    0.7157 |     1.512 |    0.9758 |
+#> |.....................|    0.7089 |     1.594 |...........|...........|
+#> |    F| Forward Diff. |     16.83 |     1.368 |    0.7006 |   0.02276 |
+#> |.....................|    0.3159 |    0.7144 |     5.487 |     10.74 |
+#> |.....................|    -1.773 |    -1.125 |    -2.251 |     1.956 |
+#> |.....................|    -1.882 |    -5.671 |...........|...........|
+#> |   14|     482.85180 |    0.9981 |    -1.062 |   -0.9072 |   -0.9376 |
+#> |.....................|   -0.9834 |   -0.9050 |   -0.2850 |   -0.5582 |
+#> |.....................|   -0.8853 |    -1.082 |   -0.5852 |   -0.8503 |
+#> |.....................|    -1.053 |   -0.5428 |...........|...........|
+#> |    U|      482.8518 |     90.83 |    -5.262 |   -0.8872 |    -2.200 |
+#> |.....................|    -4.596 |    0.4496 |     1.075 |   0.06764 |
+#> |.....................|    0.7248 |    0.7152 |     1.517 |    0.9762 |
+#> |.....................|    0.7084 |     1.607 |...........|...........|
+#> |    X|      482.8518 |     90.83 |  0.005184 |    0.2917 |    0.1108 |
+#> |.....................|   0.01009 |    0.6105 |     1.075 |   0.06764 |
+#> |.....................|    0.7248 |    0.7152 |     1.517 |    0.9762 |
+#> |.....................|    0.7084 |     1.607 |...........|...........|
+#> |    F| Forward Diff. |    -16.64 |     1.337 |    0.2421 |   0.09047 |
+#> |.....................|    0.3389 |    0.7643 |     5.051 |     10.06 |
+#> |.....................|    -1.787 |    -1.445 |    -2.047 |     2.073 |
+#> |.....................|    -1.627 |    -5.410 |...........|...........|
+#> |   15|     482.60290 |     1.003 |    -1.066 |   -0.9079 |   -0.9377 |
+#> |.....................|   -0.9844 |   -0.9075 |   -0.2858 |   -0.5723 |
+#> |.....................|   -0.8822 |    -1.083 |   -0.5806 |   -0.8571 |
+#> |.....................|    -1.055 |   -0.5294 |...........|...........|
+#> |    U|      482.6029 |     91.28 |    -5.266 |   -0.8878 |    -2.200 |
+#> |.....................|    -4.597 |    0.4484 |     1.074 |   0.06723 |
+#> |.....................|    0.7271 |    0.7136 |     1.523 |    0.9697 |
+#> |.....................|    0.7072 |     1.624 |...........|...........|
+#> |    X|      482.6029 |     91.28 |  0.005162 |    0.2916 |    0.1108 |
+#> |.....................|   0.01008 |    0.6103 |     1.074 |   0.06723 |
+#> |.....................|    0.7271 |    0.7136 |     1.523 |    0.9697 |
+#> |.....................|    0.7072 |     1.624 |...........|...........|
+#> |    F| Forward Diff. |     14.50 |     1.352 |    0.6742 |   0.02192 |
+#> |.....................|    0.3317 |    0.7297 |     4.803 |     9.894 |
+#> |.....................|    -1.694 |    -1.220 |    -2.031 |     1.506 |
+#> |.....................|    -1.722 |    -5.269 |...........|...........|
+#> |   16|     482.37953 |    0.9987 |    -1.071 |   -0.9090 |   -0.9377 |
+#> |.....................|   -0.9857 |   -0.9106 |   -0.2840 |   -0.5862 |
+#> |.....................|   -0.8787 |    -1.084 |   -0.5758 |   -0.8611 |
+#> |.....................|    -1.056 |   -0.5150 |...........|...........|
+#> |    U|     482.37953 |     90.88 |    -5.271 |   -0.8888 |    -2.200 |
+#> |.....................|    -4.598 |    0.4470 |     1.075 |   0.06683 |
+#> |.....................|    0.7296 |    0.7132 |     1.528 |    0.9659 |
+#> |.....................|    0.7058 |     1.641 |...........|...........|
+#> |    X|     482.37953 |     90.88 |  0.005137 |    0.2914 |    0.1108 |
+#> |.....................|   0.01007 |    0.6099 |     1.075 |   0.06683 |
+#> |.....................|    0.7296 |    0.7132 |     1.528 |    0.9659 |
+#> |.....................|    0.7058 |     1.641 |...........|...........|
+#> |   17|     482.17662 |    0.9986 |    -1.077 |   -0.9102 |   -0.9378 |
+#> |.....................|   -0.9871 |   -0.9141 |   -0.2800 |   -0.5994 |
+#> |.....................|   -0.8750 |    -1.085 |   -0.5707 |   -0.8654 |
+#> |.....................|    -1.059 |   -0.4996 |...........|...........|
+#> |    U|     482.17662 |     90.88 |    -5.277 |   -0.8898 |    -2.200 |
+#> |.....................|    -4.600 |    0.4454 |     1.077 |   0.06645 |
+#> |.....................|    0.7323 |    0.7123 |     1.534 |    0.9618 |
+#> |.....................|    0.7037 |     1.660 |...........|...........|
+#> |    X|     482.17662 |     90.88 |  0.005108 |    0.2911 |    0.1108 |
+#> |.....................|   0.01006 |    0.6095 |     1.077 |   0.06645 |
+#> |.....................|    0.7323 |    0.7123 |     1.534 |    0.9618 |
+#> |.....................|    0.7037 |     1.660 |...........|...........|
+#> |   18|     481.54428 |    0.9984 |    -1.097 |   -0.9142 |   -0.9379 |
+#> |.....................|   -0.9921 |   -0.9262 |   -0.2660 |   -0.6456 |
+#> |.....................|   -0.8623 |    -1.088 |   -0.5530 |   -0.8805 |
+#> |.....................|    -1.068 |   -0.4457 |...........|...........|
+#> |    U|     481.54428 |     90.86 |    -5.297 |   -0.8934 |    -2.200 |
+#> |.....................|    -4.605 |    0.4398 |     1.083 |   0.06511 |
+#> |.....................|    0.7417 |    0.7091 |     1.555 |    0.9473 |
+#> |.....................|    0.6961 |     1.725 |...........|...........|
+#> |    X|     481.54428 |     90.86 |  0.005009 |    0.2904 |    0.1108 |
+#> |.....................|   0.01001 |    0.6082 |     1.083 |   0.06511 |
+#> |.....................|    0.7417 |    0.7091 |     1.555 |    0.9473 |
+#> |.....................|    0.6961 |     1.725 |...........|...........|
+#> |   19|     480.42060 |    0.9980 |    -1.149 |   -0.9249 |   -0.9384 |
+#> |.....................|    -1.006 |   -0.9588 |   -0.2285 |   -0.7695 |
+#> |.....................|   -0.8280 |    -1.098 |   -0.5055 |   -0.9211 |
+#> |.....................|    -1.091 |   -0.3011 |...........|...........|
+#> |    U|      480.4206 |     90.81 |    -5.349 |   -0.9029 |    -2.201 |
+#> |.....................|    -4.618 |    0.4248 |     1.098 |   0.06151 |
+#> |.....................|    0.7667 |    0.7005 |     1.611 |    0.9085 |
+#> |.....................|    0.6759 |     1.901 |...........|...........|
+#> |    X|      480.4206 |     90.81 |  0.004753 |    0.2885 |    0.1107 |
+#> |.....................|  0.009872 |    0.6046 |     1.098 |   0.06151 |
+#> |.....................|    0.7667 |    0.7005 |     1.611 |    0.9085 |
+#> |.....................|    0.6759 |     1.901 |...........|...........|
+#> |    F| Forward Diff. |    -36.54 |     1.160 |   -0.4282 |   0.02550 |
+#> |.....................|    0.4248 |    0.7330 |     2.572 |     4.769 |
+#> |.....................|    -1.047 |    -1.982 |     1.244 |    -3.305 |
+#> |.....................|    -1.792 |    -2.494 |...........|...........|
+#> |   20|     480.52888 |     1.003 |    -1.232 |   -0.9300 |   -0.9345 |
+#> |.....................|    -1.037 |    -1.013 |   -0.2660 |   -0.9542 |
+#> |.....................|   -0.7770 |    -1.021 |   -0.6177 |   -0.7306 |
+#> |.....................|    -1.035 |   -0.1927 |...........|...........|
+#> |    U|     480.52888 |     91.28 |    -5.432 |   -0.9075 |    -2.197 |
+#> |.....................|    -4.649 |    0.3997 |     1.083 |   0.05616 |
+#> |.....................|    0.8040 |    0.7699 |     1.479 |     1.091 |
+#> |.....................|    0.7247 |     2.033 |...........|...........|
+#> |    X|     480.52888 |     91.28 |  0.004374 |    0.2875 |    0.1111 |
+#> |.....................|  0.009571 |    0.5986 |     1.083 |   0.05616 |
+#> |.....................|    0.8040 |    0.7699 |     1.479 |     1.091 |
+#> |.....................|    0.7247 |     2.033 |...........|...........|
+#> |   21|     479.69850 |     1.004 |    -1.189 |   -0.9273 |   -0.9365 |
+#> |.....................|    -1.020 |   -0.9850 |   -0.2467 |   -0.8583 |
+#> |.....................|   -0.8035 |    -1.061 |   -0.5593 |   -0.8297 |
+#> |.....................|    -1.064 |   -0.2490 |...........|...........|
+#> |    U|      479.6985 |     91.34 |    -5.389 |   -0.9050 |    -2.199 |
+#> |.....................|    -4.633 |    0.4128 |     1.091 |   0.05894 |
+#> |.....................|    0.7846 |    0.7338 |     1.548 |    0.9959 |
+#> |.....................|    0.6994 |     1.964 |...........|...........|
+#> |    X|      479.6985 |     91.34 |  0.004567 |    0.2880 |    0.1109 |
+#> |.....................|  0.009727 |    0.6018 |     1.091 |   0.05894 |
+#> |.....................|    0.7846 |    0.7338 |     1.548 |    0.9959 |
+#> |.....................|    0.6994 |     1.964 |...........|...........|
+#> |    F| Forward Diff. |     5.264 |     1.163 |  -0.05494 |  -0.06753 |
+#> |.....................|    0.3641 |    0.6248 |    0.1998 |     1.877 |
+#> |.....................|   -0.5696 |    0.3809 |    0.8989 |     3.758 |
+#> |.....................|    0.2123 |    -1.578 |...........|...........|
+#> |   22|     479.87893 |     1.001 |    -1.256 |   -0.9150 |   -0.9312 |
+#> |.....................|    -1.045 |    -1.024 |   -0.2268 |   -0.8946 |
+#> |.....................|   -0.7799 |    -1.052 |   -0.6825 |   -0.8629 |
+#> |.....................|    -1.056 |   -0.2060 |...........|...........|
+#> |    U|     479.87893 |     91.06 |    -5.456 |   -0.8941 |    -2.194 |
+#> |.....................|    -4.658 |    0.3949 |     1.099 |   0.05789 |
+#> |.....................|    0.8019 |    0.7416 |     1.402 |    0.9642 |
+#> |.....................|    0.7063 |     2.016 |...........|...........|
+#> |    X|     479.87893 |     91.06 |  0.004269 |    0.2903 |    0.1115 |
+#> |.....................|  0.009490 |    0.5975 |     1.099 |   0.05789 |
+#> |.....................|    0.8019 |    0.7416 |     1.402 |    0.9642 |
+#> |.....................|    0.7063 |     2.016 |...........|...........|
+#> |   23|     479.70356 |    0.9996 |    -1.214 |   -0.9229 |   -0.9346 |
+#> |.....................|    -1.029 |   -0.9992 |   -0.2397 |   -0.8723 |
+#> |.....................|   -0.7947 |    -1.058 |   -0.6038 |   -0.8437 |
+#> |.....................|    -1.061 |   -0.2328 |...........|...........|
+#> |    U|     479.70356 |     90.96 |    -5.414 |   -0.9011 |    -2.197 |
+#> |.....................|    -4.642 |    0.4062 |     1.093 |   0.05853 |
+#> |.....................|    0.7910 |    0.7364 |     1.495 |    0.9825 |
+#> |.....................|    0.7017 |     1.984 |...........|...........|
+#> |    X|     479.70356 |     90.96 |  0.004455 |    0.2888 |    0.1111 |
+#> |.....................|  0.009639 |    0.6002 |     1.093 |   0.05853 |
+#> |.....................|    0.7910 |    0.7364 |     1.495 |    0.9825 |
+#> |.....................|    0.7017 |     1.984 |...........|...........|
+#> |   24|     479.71523 |    0.9993 |    -1.201 |   -0.9253 |   -0.9356 |
+#> |.....................|    -1.025 |   -0.9918 |   -0.2436 |   -0.8656 |
+#> |.....................|   -0.7992 |    -1.060 |   -0.5801 |   -0.8379 |
+#> |.....................|    -1.063 |   -0.2408 |...........|...........|
+#> |    U|     479.71523 |     90.93 |    -5.401 |   -0.9032 |    -2.198 |
+#> |.....................|    -4.637 |    0.4096 |     1.092 |   0.05873 |
+#> |.....................|    0.7877 |    0.7349 |     1.523 |    0.9880 |
+#> |.....................|    0.7004 |     1.974 |...........|...........|
+#> |    X|     479.71523 |     90.93 |  0.004513 |    0.2884 |    0.1110 |
+#> |.....................|  0.009685 |    0.6010 |     1.092 |   0.05873 |
+#> |.....................|    0.7877 |    0.7349 |     1.523 |    0.9880 |
+#> |.....................|    0.7004 |     1.974 |...........|...........|
+#> |   25|     479.73471 |    0.9991 |    -1.194 |   -0.9266 |   -0.9362 |
+#> |.....................|    -1.022 |   -0.9877 |   -0.2457 |   -0.8619 |
+#> |.....................|   -0.8017 |    -1.061 |   -0.5670 |   -0.8347 |
+#> |.....................|    -1.064 |   -0.2453 |...........|...........|
+#> |    U|     479.73471 |     90.92 |    -5.394 |   -0.9044 |    -2.199 |
+#> |.....................|    -4.635 |    0.4115 |     1.091 |   0.05884 |
+#> |.....................|    0.7859 |    0.7340 |     1.539 |    0.9911 |
+#> |.....................|    0.6996 |     1.969 |...........|...........|
+#> |    X|     479.73471 |     90.92 |  0.004545 |    0.2881 |    0.1110 |
+#> |.....................|  0.009710 |    0.6015 |     1.091 |   0.05884 |
+#> |.....................|    0.7859 |    0.7340 |     1.539 |    0.9911 |
+#> |.....................|    0.6996 |     1.969 |...........|...........|
+#> |   26|     479.71271 |     1.001 |    -1.190 |   -0.9273 |   -0.9365 |
+#> |.....................|    -1.021 |   -0.9854 |   -0.2468 |   -0.8594 |
+#> |.....................|   -0.8032 |    -1.061 |   -0.5599 |   -0.8320 |
+#> |.....................|    -1.064 |   -0.2481 |...........|...........|
+#> |    U|     479.71271 |     91.05 |    -5.390 |   -0.9050 |    -2.199 |
+#> |.....................|    -4.633 |    0.4126 |     1.091 |   0.05891 |
+#> |.....................|    0.7849 |    0.7336 |     1.547 |    0.9937 |
+#> |.....................|    0.6993 |     1.965 |...........|...........|
+#> |    X|     479.71271 |     91.05 |  0.004564 |    0.2880 |    0.1109 |
+#> |.....................|  0.009725 |    0.6017 |     1.091 |   0.05891 |
+#> |.....................|    0.7849 |    0.7336 |     1.547 |    0.9937 |
+#> |.....................|    0.6993 |     1.965 |...........|...........|
+#> |   27|     479.69386 |     1.003 |    -1.189 |   -0.9273 |   -0.9365 |
+#> |.....................|    -1.020 |   -0.9851 |   -0.2467 |   -0.8587 |
+#> |.....................|   -0.8034 |    -1.061 |   -0.5595 |   -0.8305 |
+#> |.....................|    -1.064 |   -0.2487 |...........|...........|
+#> |    U|     479.69386 |     91.24 |    -5.389 |   -0.9050 |    -2.199 |
+#> |.....................|    -4.633 |    0.4127 |     1.091 |   0.05893 |
+#> |.....................|    0.7847 |    0.7338 |     1.548 |    0.9951 |
+#> |.....................|    0.6994 |     1.965 |...........|...........|
+#> |    X|     479.69386 |     91.24 |  0.004566 |    0.2880 |    0.1109 |
+#> |.....................|  0.009726 |    0.6017 |     1.091 |   0.05893 |
+#> |.....................|    0.7847 |    0.7338 |     1.548 |    0.9951 |
+#> |.....................|    0.6994 |     1.965 |...........|...........|
+#> |    F| Forward Diff. |    -3.722 |     1.155 |   -0.1645 |  -0.05121 |
+#> |.....................|    0.3669 |    0.6376 |   0.06785 |     1.772 |
+#> |.....................|   -0.5854 |    0.2936 |    0.9229 |     3.709 |
+#> |.....................|    0.2520 |    -1.579 |...........|...........|
+#> |   28|     479.68901 |     1.004 |    -1.189 |   -0.9273 |   -0.9365 |
+#> |.....................|    -1.021 |   -0.9853 |   -0.2467 |   -0.8591 |
+#> |.....................|   -0.8033 |    -1.061 |   -0.5597 |   -0.8314 |
+#> |.....................|    -1.064 |   -0.2483 |...........|...........|
+#> |    U|     479.68901 |     91.32 |    -5.389 |   -0.9050 |    -2.199 |
+#> |.....................|    -4.633 |    0.4126 |     1.091 |   0.05892 |
+#> |.....................|    0.7848 |    0.7337 |     1.547 |    0.9942 |
+#> |.....................|    0.6993 |     1.965 |...........|...........|
+#> |    X|     479.68901 |     91.32 |  0.004565 |    0.2880 |    0.1109 |
+#> |.....................|  0.009725 |    0.6017 |     1.091 |   0.05892 |
+#> |.....................|    0.7848 |    0.7337 |     1.547 |    0.9942 |
+#> |.....................|    0.6993 |     1.965 |...........|...........|
+#> |    F| Forward Diff. |     3.772 |     1.160 |  -0.07003 |  -0.06455 |
+#> |.....................|    0.3646 |    0.6238 |   0.08418 |     1.806 |
+#> |.....................|   -0.5672 |    0.3711 |    0.9250 |     3.651 |
+#> |.....................|    0.2161 |    -1.579 |...........|...........|
+#> |   29|     479.68474 |     1.003 |    -1.190 |   -0.9272 |   -0.9365 |
+#> |.....................|    -1.021 |   -0.9854 |   -0.2468 |   -0.8595 |
+#> |.....................|   -0.8031 |    -1.061 |   -0.5600 |   -0.8323 |
+#> |.....................|    -1.064 |   -0.2479 |...........|...........|
+#> |    U|     479.68474 |     91.24 |    -5.390 |   -0.9050 |    -2.199 |
+#> |.....................|    -4.633 |    0.4126 |     1.091 |   0.05890 |
+#> |.....................|    0.7849 |    0.7336 |     1.547 |    0.9934 |
+#> |.....................|    0.6993 |     1.966 |...........|...........|
+#> |    X|     479.68474 |     91.24 |  0.004563 |    0.2880 |    0.1109 |
+#> |.....................|  0.009724 |    0.6017 |     1.091 |   0.05890 |
+#> |.....................|    0.7849 |    0.7336 |     1.547 |    0.9934 |
+#> |.....................|    0.6993 |     1.966 |...........|...........|
+#> |    F| Forward Diff. |    -3.834 |     1.153 |   -0.1599 |  -0.05010 |
+#> |.....................|    0.3669 |    0.6355 |   0.09191 |     1.764 |
+#> |.....................|   -0.5796 |    0.2889 |     1.006 |     3.561 |
+#> |.....................|    0.2610 |    -1.565 |...........|...........|
+#> |   30|     479.68016 |     1.004 |    -1.190 |   -0.9272 |   -0.9365 |
+#> |.....................|    -1.021 |   -0.9856 |   -0.2468 |   -0.8600 |
+#> |.....................|   -0.8030 |    -1.061 |   -0.5602 |   -0.8332 |
+#> |.....................|    -1.064 |   -0.2475 |...........|...........|
+#> |    U|     479.68016 |     91.32 |    -5.390 |   -0.9050 |    -2.199 |
+#> |.....................|    -4.633 |    0.4125 |     1.091 |   0.05889 |
+#> |.....................|    0.7850 |    0.7336 |     1.547 |    0.9926 |
+#> |.....................|    0.6992 |     1.966 |...........|...........|
+#> |    X|     479.68016 |     91.32 |  0.004562 |    0.2880 |    0.1109 |
+#> |.....................|  0.009723 |    0.6017 |     1.091 |   0.05889 |
+#> |.....................|    0.7850 |    0.7336 |     1.547 |    0.9926 |
+#> |.....................|    0.6992 |     1.966 |...........|...........|
+#> |    F| Forward Diff. |     3.891 |     1.158 |  -0.06530 |  -0.06447 |
+#> |.....................|    0.3645 |    0.6207 |    0.1821 |     1.812 |
+#> |.....................|   -0.5486 |    0.3656 |     1.002 |     3.562 |
+#> |.....................|    0.2233 |    -1.574 |...........|...........|
+#> |   31|     479.67614 |     1.003 |    -1.190 |   -0.9272 |   -0.9365 |
+#> |.....................|    -1.021 |   -0.9857 |   -0.2468 |   -0.8604 |
+#> |.....................|   -0.8028 |    -1.061 |   -0.5604 |   -0.8341 |
+#> |.....................|    -1.064 |   -0.2472 |...........|...........|
+#> |    U|     479.67614 |     91.24 |    -5.390 |   -0.9049 |    -2.199 |
+#> |.....................|    -4.633 |    0.4124 |     1.091 |   0.05888 |
+#> |.....................|    0.7851 |    0.7335 |     1.546 |    0.9917 |
+#> |.....................|    0.6992 |     1.966 |...........|...........|
+#> |    X|     479.67614 |     91.24 |  0.004561 |    0.2880 |    0.1109 |
+#> |.....................|  0.009722 |    0.6017 |     1.091 |   0.05888 |
+#> |.....................|    0.7851 |    0.7335 |     1.546 |    0.9917 |
+#> |.....................|    0.6992 |     1.966 |...........|...........|
+#> |    F| Forward Diff. |    -3.915 |     1.151 |   -0.1574 |  -0.04977 |
+#> |.....................|    0.3672 |    0.6321 |   0.06058 |     1.705 |
+#> |.....................|   -0.5691 |    0.2601 |    0.8724 |     3.420 |
+#> |.....................|    0.2638 |    -1.562 |...........|...........|
+#> |   32|     479.67180 |     1.004 |    -1.191 |   -0.9271 |   -0.9364 |
+#> |.....................|    -1.021 |   -0.9859 |   -0.2469 |   -0.8608 |
+#> |.....................|   -0.8027 |    -1.061 |   -0.5607 |   -0.8349 |
+#> |.....................|    -1.064 |   -0.2468 |...........|...........|
+#> |    U|      479.6718 |     91.33 |    -5.391 |   -0.9049 |    -2.199 |
+#> |.....................|    -4.633 |    0.4124 |     1.091 |   0.05887 |
+#> |.....................|    0.7852 |    0.7334 |     1.546 |    0.9909 |
+#> |.....................|    0.6991 |     1.967 |...........|...........|
+#> |    X|      479.6718 |     91.33 |  0.004560 |    0.2880 |    0.1109 |
+#> |.....................|  0.009722 |    0.6017 |     1.091 |   0.05887 |
+#> |.....................|    0.7852 |    0.7334 |     1.546 |    0.9909 |
+#> |.....................|    0.6991 |     1.967 |...........|...........|
+#> |    F| Forward Diff. |     4.074 |     1.157 |  -0.05990 |  -0.06452 |
+#> |.....................|    0.3645 |    0.6170 |    0.1286 |     1.744 |
+#> |.....................|   -0.5576 |    0.3161 |    0.9007 |     3.345 |
+#> |.....................|    0.2216 |    -1.572 |...........|...........|
+#> |   33|     479.66809 |     1.003 |    -1.191 |   -0.9271 |   -0.9364 |
+#> |.....................|    -1.021 |   -0.9860 |   -0.2469 |   -0.8613 |
+#> |.....................|   -0.8026 |    -1.062 |   -0.5609 |   -0.8357 |
+#> |.....................|    -1.064 |   -0.2464 |...........|...........|
+#> |    U|     479.66809 |     91.23 |    -5.391 |   -0.9049 |    -2.199 |
+#> |.....................|    -4.634 |    0.4123 |     1.091 |   0.05885 |
+#> |.....................|    0.7853 |    0.7334 |     1.546 |    0.9901 |
+#> |.....................|    0.6991 |     1.967 |...........|...........|
+#> |    X|     479.66809 |     91.23 |  0.004558 |    0.2880 |    0.1109 |
+#> |.....................|  0.009721 |    0.6016 |     1.091 |   0.05885 |
+#> |.....................|    0.7853 |    0.7334 |     1.546 |    0.9901 |
+#> |.....................|    0.6991 |     1.967 |...........|...........|
+#> |    F| Forward Diff. |    -4.161 |     1.149 |   -0.1570 |  -0.04911 |
+#> |.....................|    0.3674 |    0.6293 |   0.04215 |     1.668 |
+#> |.....................|   -0.5621 |    0.2625 |    0.8940 |     3.313 |
+#> |.....................|    0.2611 |    -1.561 |...........|...........|
+#> |   34|     479.66397 |     1.004 |    -1.191 |   -0.9271 |   -0.9364 |
+#> |.....................|    -1.021 |   -0.9862 |   -0.2469 |   -0.8617 |
+#> |.....................|   -0.8024 |    -1.062 |   -0.5611 |   -0.8366 |
+#> |.....................|    -1.064 |   -0.2460 |...........|...........|
+#> |    U|     479.66397 |     91.33 |    -5.391 |   -0.9049 |    -2.199 |
+#> |.....................|    -4.634 |    0.4122 |     1.091 |   0.05884 |
+#> |.....................|    0.7854 |    0.7333 |     1.546 |    0.9893 |
+#> |.....................|    0.6990 |     1.968 |...........|...........|
+#> |    X|     479.66397 |     91.33 |  0.004557 |    0.2881 |    0.1109 |
+#> |.....................|  0.009720 |    0.6016 |     1.091 |   0.05884 |
+#> |.....................|    0.7854 |    0.7333 |     1.546 |    0.9893 |
+#> |.....................|    0.6990 |     1.968 |...........|...........|
+#> |    F| Forward Diff. |     4.197 |     1.155 |  -0.05534 |  -0.06448 |
+#> |.....................|    0.3644 |    0.6140 |    0.1526 |     1.765 |
+#> |.....................|   -0.5340 |    0.3555 |    0.9900 |     3.325 |
+#> |.....................|    0.2199 |    -1.571 |...........|...........|
+#> |   35|     479.66043 |     1.003 |    -1.191 |   -0.9271 |   -0.9364 |
+#> |.....................|    -1.021 |   -0.9863 |   -0.2469 |   -0.8621 |
+#> |.....................|   -0.8023 |    -1.062 |   -0.5613 |   -0.8374 |
+#> |.....................|    -1.064 |   -0.2456 |...........|...........|
+#> |    U|     479.66043 |     91.23 |    -5.391 |   -0.9048 |    -2.199 |
+#> |.....................|    -4.634 |    0.4122 |     1.090 |   0.05883 |
+#> |.....................|    0.7855 |    0.7332 |     1.545 |    0.9886 |
+#> |.....................|    0.6989 |     1.968 |...........|...........|
+#> |    X|     479.66043 |     91.23 |  0.004556 |    0.2881 |    0.1109 |
+#> |.....................|  0.009719 |    0.6016 |     1.090 |   0.05883 |
+#> |.....................|    0.7855 |    0.7332 |     1.545 |    0.9886 |
+#> |.....................|    0.6989 |     1.968 |...........|...........|
+#> |    F| Forward Diff. |    -4.161 |     1.147 |   -0.1538 |  -0.04891 |
+#> |.....................|    0.3674 |    0.6262 |   0.06581 |     1.677 |
+#> |.....................|   -0.5453 |    0.2828 |     1.029 |     3.251 |
+#> |.....................|    0.2683 |    -1.555 |...........|...........|
+#> |   36|     479.65652 |     1.004 |    -1.192 |   -0.9270 |   -0.9364 |
+#> |.....................|    -1.021 |   -0.9865 |   -0.2469 |   -0.8625 |
+#> |.....................|   -0.8022 |    -1.062 |   -0.5616 |   -0.8382 |
+#> |.....................|    -1.064 |   -0.2452 |...........|...........|
+#> |    U|     479.65652 |     91.33 |    -5.392 |   -0.9048 |    -2.199 |
+#> |.....................|    -4.634 |    0.4121 |     1.090 |   0.05882 |
+#> |.....................|    0.7856 |    0.7332 |     1.545 |    0.9878 |
+#> |.....................|    0.6989 |     1.969 |...........|...........|
+#> |    X|     479.65652 |     91.33 |  0.004554 |    0.2881 |    0.1109 |
+#> |.....................|  0.009718 |    0.6016 |     1.090 |   0.05882 |
+#> |.....................|    0.7856 |    0.7332 |     1.545 |    0.9878 |
+#> |.....................|    0.6989 |     1.969 |...........|...........|
+#> |    F| Forward Diff. |     4.221 |     1.153 |  -0.05203 |  -0.06424 |
+#> |.....................|    0.3643 |    0.6104 |   0.04854 |     1.680 |
+#> |.....................|   -0.5365 |    0.2999 |    0.7877 |     3.080 |
+#> |.....................|    0.2284 |    -1.566 |...........|...........|
+#> |   37|     479.65328 |     1.003 |    -1.192 |   -0.9270 |   -0.9364 |
+#> |.....................|    -1.021 |   -0.9866 |   -0.2470 |   -0.8629 |
+#> |.....................|   -0.8020 |    -1.062 |   -0.5618 |   -0.8389 |
+#> |.....................|    -1.064 |   -0.2448 |...........|...........|
+#> |    U|     479.65328 |     91.23 |    -5.392 |   -0.9048 |    -2.199 |
+#> |.....................|    -4.634 |    0.4120 |     1.090 |   0.05880 |
+#> |.....................|    0.7857 |    0.7331 |     1.545 |    0.9871 |
+#> |.....................|    0.6988 |     1.969 |...........|...........|
+#> |    X|     479.65328 |     91.23 |  0.004553 |    0.2881 |    0.1109 |
+#> |.....................|  0.009717 |    0.6016 |     1.090 |   0.05880 |
+#> |.....................|    0.7857 |    0.7331 |     1.545 |    0.9871 |
+#> |.....................|    0.6988 |     1.969 |...........|...........|
+#> |    F| Forward Diff. |    -4.438 |     1.145 |   -0.1538 |  -0.04822 |
+#> |.....................|    0.3675 |    0.6235 | 0.0004265 |     1.625 |
+#> |.....................|   -0.5487 |    0.2329 |    0.8499 |     3.058 |
+#> |.....................|    0.2658 |    -1.554 |...........|...........|
+#> |   38|     479.64923 |     1.004 |    -1.192 |   -0.9270 |   -0.9364 |
+#> |.....................|    -1.022 |   -0.9868 |   -0.2469 |   -0.8633 |
+#> |.....................|   -0.8019 |    -1.062 |   -0.5621 |   -0.8396 |
+#> |.....................|    -1.065 |   -0.2444 |...........|...........|
+#> |    U|     479.64923 |     91.32 |    -5.392 |   -0.9048 |    -2.199 |
+#> |.....................|    -4.634 |    0.4119 |     1.091 |   0.05879 |
+#> |.....................|    0.7858 |    0.7330 |     1.544 |    0.9864 |
+#> |.....................|    0.6988 |     1.970 |...........|...........|
+#> |    X|     479.64923 |     91.32 |  0.004551 |    0.2881 |    0.1109 |
+#> |.....................|  0.009716 |    0.6015 |     1.091 |   0.05879 |
+#> |.....................|    0.7858 |    0.7330 |     1.544 |    0.9864 |
+#> |.....................|    0.6988 |     1.970 |...........|...........|
+#> |    F| Forward Diff. |     3.878 |     1.150 |  -0.05277 |  -0.06333 |
+#> |.....................|    0.3643 |    0.6074 |   0.07271 |     1.651 |
+#> |.....................|   -0.5369 |    0.2992 |    0.8896 |     2.970 |
+#> |.....................|    0.2314 |    -1.562 |...........|...........|
+#> |   39|     479.64621 |     1.003 |    -1.193 |   -0.9270 |   -0.9363 |
+#> |.....................|    -1.022 |   -0.9870 |   -0.2469 |   -0.8638 |
+#> |.....................|   -0.8017 |    -1.062 |   -0.5623 |   -0.8404 |
+#> |.....................|    -1.065 |   -0.2440 |...........|...........|
+#> |    U|     479.64621 |     91.23 |    -5.393 |   -0.9047 |    -2.199 |
+#> |.....................|    -4.634 |    0.4119 |     1.091 |   0.05878 |
+#> |.....................|    0.7859 |    0.7330 |     1.544 |    0.9856 |
+#> |.....................|    0.6987 |     1.970 |...........|...........|
+#> |    X|     479.64621 |     91.23 |  0.004550 |    0.2881 |    0.1109 |
+#> |.....................|  0.009715 |    0.6015 |     1.091 |   0.05878 |
+#> |.....................|    0.7859 |    0.7330 |     1.544 |    0.9856 |
+#> |.....................|    0.6987 |     1.970 |...........|...........|
+#> |    F| Forward Diff. |    -4.471 |     1.143 |   -0.1506 |  -0.04802 |
+#> |.....................|    0.3674 |    0.6203 | -0.003354 |     1.603 |
+#> |.....................|   -0.5429 |    0.2243 |    0.9025 |     2.920 |
+#> |.....................|    0.2732 |    -1.548 |...........|...........|
+#> |   40|     479.64228 |     1.004 |    -1.193 |   -0.9269 |   -0.9363 |
+#> |.....................|    -1.022 |   -0.9872 |   -0.2468 |   -0.8642 |
+#> |.....................|   -0.8016 |    -1.062 |   -0.5627 |   -0.8411 |
+#> |.....................|    -1.065 |   -0.2435 |...........|...........|
+#> |    U|     479.64228 |     91.32 |    -5.393 |   -0.9047 |    -2.199 |
+#> |.....................|    -4.634 |    0.4118 |     1.091 |   0.05877 |
+#> |.....................|    0.7860 |    0.7329 |     1.544 |    0.9850 |
+#> |.....................|    0.6987 |     1.971 |...........|...........|
+#> |    X|     479.64228 |     91.32 |  0.004548 |    0.2881 |    0.1109 |
+#> |.....................|  0.009714 |    0.6015 |     1.091 |   0.05877 |
+#> |.....................|    0.7860 |    0.7329 |     1.544 |    0.9850 |
+#> |.....................|    0.6987 |     1.971 |...........|...........|
+#> |    F| Forward Diff. |     3.744 |     1.148 |  -0.05088 |  -0.06289 |
+#> |.....................|    0.3642 |    0.6037 |   0.03047 |     1.629 |
+#> |.....................|   -0.5287 |    0.2733 |    0.8334 |     2.850 |
+#> |.....................|    0.2290 |    -1.558 |...........|...........|
+#> |   41|     479.63935 |     1.003 |    -1.193 |   -0.9269 |   -0.9363 |
+#> |.....................|    -1.022 |   -0.9874 |   -0.2468 |   -0.8646 |
+#> |.....................|   -0.8014 |    -1.062 |   -0.5630 |   -0.8419 |
+#> |.....................|    -1.065 |   -0.2431 |...........|...........|
+#> |    U|     479.63935 |     91.23 |    -5.393 |   -0.9047 |    -2.199 |
+#> |.....................|    -4.634 |    0.4117 |     1.091 |   0.05876 |
+#> |.....................|    0.7861 |    0.7329 |     1.543 |    0.9843 |
+#> |.....................|    0.6986 |     1.971 |...........|...........|
+#> |    X|     479.63935 |     91.23 |  0.004547 |    0.2881 |    0.1110 |
+#> |.....................|  0.009713 |    0.6015 |     1.091 |   0.05876 |
+#> |.....................|    0.7861 |    0.7329 |     1.543 |    0.9843 |
+#> |.....................|    0.6986 |     1.971 |...........|...........|
+#> |    F| Forward Diff. |    -4.432 |     1.140 |   -0.1464 |  -0.04798 |
+#> |.....................|    0.3672 |    0.6157 |  -0.06295 |     1.547 |
+#> |.....................|   -0.5341 |    0.1919 |    0.7582 |     2.801 |
+#> |.....................|    0.2698 |    -1.544 |...........|...........|
+#> |   42|     479.63543 |     1.004 |    -1.194 |   -0.9268 |   -0.9363 |
+#> |.....................|    -1.022 |   -0.9876 |   -0.2467 |   -0.8650 |
+#> |.....................|   -0.8013 |    -1.062 |   -0.5633 |   -0.8425 |
+#> |.....................|    -1.065 |   -0.2426 |...........|...........|
+#> |    U|     479.63543 |     91.32 |    -5.394 |   -0.9046 |    -2.199 |
+#> |.....................|    -4.634 |    0.4116 |     1.091 |   0.05874 |
+#> |.....................|    0.7863 |    0.7328 |     1.543 |    0.9837 |
+#> |.....................|    0.6985 |     1.972 |...........|...........|
+#> |    X|     479.63543 |     91.32 |  0.004545 |    0.2881 |    0.1110 |
+#> |.....................|  0.009712 |    0.6015 |     1.091 |   0.05874 |
+#> |.....................|    0.7863 |    0.7328 |     1.543 |    0.9837 |
+#> |.....................|    0.6985 |     1.972 |...........|...........|
+#> |    F| Forward Diff. |     3.612 |     1.146 |  -0.04876 |  -0.06242 |
+#> |.....................|    0.3640 |    0.6002 |   0.04743 |     1.619 |
+#> |.....................|   -0.5199 |    0.2573 |    0.7734 |     2.739 |
+#> |.....................|    0.2298 |    -1.553 |...........|...........|
+#> |   43|     479.63248 |     1.003 |    -1.194 |   -0.9268 |   -0.9363 |
+#> |.....................|    -1.022 |   -0.9878 |   -0.2466 |   -0.8655 |
+#> |.....................|   -0.8011 |    -1.062 |   -0.5636 |   -0.8432 |
+#> |.....................|    -1.065 |   -0.2421 |...........|...........|
+#> |    U|     479.63248 |     91.23 |    -5.394 |   -0.9046 |    -2.199 |
+#> |.....................|    -4.635 |    0.4115 |     1.091 |   0.05873 |
+#> |.....................|    0.7864 |    0.7328 |     1.543 |    0.9830 |
+#> |.....................|    0.6985 |     1.973 |...........|...........|
+#> |    X|     479.63248 |     91.23 |  0.004543 |    0.2881 |    0.1110 |
+#> |.....................|  0.009710 |    0.6014 |     1.091 |   0.05873 |
+#> |.....................|    0.7864 |    0.7328 |     1.543 |    0.9830 |
+#> |.....................|    0.6985 |     1.973 |...........|...........|
+#> |    F| Forward Diff. |    -4.237 |     1.138 |   -0.1400 |  -0.04830 |
+#> |.....................|    0.3668 |    0.6108 |  -0.07665 |     1.521 |
+#> |.....................|   -0.5353 |    0.1893 |    0.7456 |     2.704 |
+#> |.....................|    0.2668 |    -1.543 |...........|...........|
+#> |   44|     479.62869 |     1.004 |    -1.195 |   -0.9268 |   -0.9362 |
+#> |.....................|    -1.022 |   -0.9880 |   -0.2464 |   -0.8659 |
+#> |.....................|   -0.8009 |    -1.062 |   -0.5639 |   -0.8438 |
+#> |.....................|    -1.065 |   -0.2415 |...........|...........|
+#> |    U|     479.62869 |     91.32 |    -5.395 |   -0.9046 |    -2.199 |
+#> |.....................|    -4.635 |    0.4114 |     1.091 |   0.05872 |
+#> |.....................|    0.7865 |    0.7327 |     1.542 |    0.9824 |
+#> |.....................|    0.6984 |     1.973 |...........|...........|
+#> |    X|     479.62869 |     91.32 |  0.004541 |    0.2881 |    0.1110 |
+#> |.....................|  0.009709 |    0.6014 |     1.091 |   0.05872 |
+#> |.....................|    0.7865 |    0.7327 |     1.542 |    0.9824 |
+#> |.....................|    0.6984 |     1.973 |...........|...........|
+#> |    F| Forward Diff. |     3.552 |     1.143 |  -0.04554 |  -0.06221 |
+#> |.....................|    0.3637 |    0.5952 |  -0.01323 |     1.563 |
+#> |.....................|   -0.3448 |    0.2470 |    0.7924 |     2.643 |
+#> |.....................|    0.2272 |    -1.550 |...........|...........|
+#> |   45|     479.62584 |     1.003 |    -1.195 |   -0.9268 |   -0.9362 |
+#> |.....................|    -1.022 |   -0.9883 |   -0.2463 |   -0.8663 |
+#> |.....................|   -0.8008 |    -1.062 |   -0.5642 |   -0.8446 |
+#> |.....................|    -1.065 |   -0.2410 |...........|...........|
+#> |    U|     479.62584 |     91.24 |    -5.395 |   -0.9046 |    -2.199 |
+#> |.....................|    -4.635 |    0.4113 |     1.091 |   0.05871 |
+#> |.....................|    0.7866 |    0.7326 |     1.542 |    0.9817 |
+#> |.....................|    0.6983 |     1.974 |...........|...........|
+#> |    X|     479.62584 |     91.24 |  0.004539 |    0.2881 |    0.1110 |
+#> |.....................|  0.009708 |    0.6014 |     1.091 |   0.05871 |
+#> |.....................|    0.7866 |    0.7326 |     1.542 |    0.9817 |
+#> |.....................|    0.6983 |     1.974 |...........|...........|
+#> |    F| Forward Diff. |    -4.148 |     1.135 |   -0.1348 |  -0.04846 |
+#> |.....................|    0.3664 |    0.6063 | -0.009834 |     1.510 |
+#> |.....................|   -0.5271 |    0.1803 |    0.7932 |     2.587 |
+#> |.....................|    0.2684 |    -1.536 |...........|...........|
+#> |   46|     479.62216 |     1.004 |    -1.195 |   -0.9267 |   -0.9362 |
+#> |.....................|    -1.023 |   -0.9885 |   -0.2462 |   -0.8667 |
+#> |.....................|   -0.8007 |    -1.062 |   -0.5646 |   -0.8451 |
+#> |.....................|    -1.065 |   -0.2404 |...........|...........|
+#> |    U|     479.62216 |     91.32 |    -5.395 |   -0.9045 |    -2.199 |
+#> |.....................|    -4.635 |    0.4112 |     1.091 |   0.05870 |
+#> |.....................|    0.7867 |    0.7326 |     1.541 |    0.9811 |
+#> |.....................|    0.6983 |     1.975 |...........|...........|
+#> |    X|     479.62216 |     91.32 |  0.004537 |    0.2881 |    0.1110 |
+#> |.....................|  0.009706 |    0.6014 |     1.091 |   0.05870 |
+#> |.....................|    0.7867 |    0.7326 |     1.541 |    0.9811 |
+#> |.....................|    0.6983 |     1.975 |...........|...........|
+#> |    F| Forward Diff. |     3.404 |     1.140 |  -0.04564 |  -0.06187 |
+#> |.....................|    0.3633 |    0.5903 |  -0.01970 |     1.541 |
+#> |.....................|   -0.5054 |    0.2303 |    0.6483 |     2.528 |
+#> |.....................|    0.2288 |    -1.542 |...........|...........|
+#> |   47|     479.61938 |     1.003 |    -1.196 |   -0.9267 |   -0.9362 |
+#> |.....................|    -1.023 |   -0.9887 |   -0.2461 |   -0.8672 |
+#> |.....................|   -0.8005 |    -1.062 |   -0.5649 |   -0.8458 |
+#> |.....................|    -1.065 |   -0.2398 |...........|...........|
+#> |    U|     479.61938 |     91.24 |    -5.396 |   -0.9045 |    -2.199 |
+#> |.....................|    -4.635 |    0.4111 |     1.091 |   0.05868 |
+#> |.....................|    0.7868 |    0.7325 |     1.541 |    0.9805 |
+#> |.....................|    0.6982 |     1.975 |...........|...........|
+#> |    X|     479.61938 |     91.24 |  0.004535 |    0.2881 |    0.1110 |
+#> |.....................|  0.009705 |    0.6013 |     1.091 |   0.05868 |
+#> |.....................|    0.7868 |    0.7325 |     1.541 |    0.9805 |
+#> |.....................|    0.6982 |     1.975 |...........|...........|
+#> |    F| Forward Diff. |    -4.197 |     1.132 |   -0.1312 |  -0.04839 |
+#> |.....................|    0.3660 |    0.6012 |   0.05916 |     1.560 |
+#> |.....................|   -0.4869 |    0.2015 |    0.8305 |     2.573 |
+#> |.....................|    0.2666 |    -1.531 |...........|...........|
+#> |   48|     479.61563 |     1.003 |    -1.196 |   -0.9266 |   -0.9361 |
+#> |.....................|    -1.023 |   -0.9890 |   -0.2459 |   -0.8676 |
+#> |.....................|   -0.8003 |    -1.062 |   -0.5653 |   -0.8464 |
+#> |.....................|    -1.065 |   -0.2392 |...........|...........|
+#> |    U|     479.61563 |     91.32 |    -5.396 |   -0.9044 |    -2.199 |
+#> |.....................|    -4.635 |    0.4109 |     1.091 |   0.05867 |
+#> |.....................|    0.7870 |    0.7325 |     1.541 |    0.9799 |
+#> |.....................|    0.6981 |     1.976 |...........|...........|
+#> |    X|     479.61563 |     91.32 |  0.004533 |    0.2881 |    0.1110 |
+#> |.....................|  0.009703 |    0.6013 |     1.091 |   0.05867 |
+#> |.....................|    0.7870 |    0.7325 |     1.541 |    0.9799 |
+#> |.....................|    0.6981 |     1.976 |...........|...........|
+#> |    F| Forward Diff. |     3.024 |     1.137 |  -0.04591 |  -0.06118 |
+#> |.....................|    0.3629 |    0.5856 |  0.004035 |     1.536 |
+#> |.....................|   -0.4978 |    0.2329 |    0.6617 |     2.436 |
+#> |.....................|    0.2318 |    -1.535 |...........|...........|
+#> |   49|     479.61337 |     1.003 |    -1.197 |   -0.9266 |   -0.9361 |
+#> |.....................|    -1.023 |   -0.9892 |   -0.2459 |   -0.8680 |
+#> |.....................|   -0.8001 |    -1.063 |   -0.5655 |   -0.8471 |
+#> |.....................|    -1.065 |   -0.2388 |...........|...........|
+#> |    U|     479.61337 |     91.23 |    -5.397 |   -0.9044 |    -2.198 |
+#> |.....................|    -4.635 |    0.4109 |     1.091 |   0.05866 |
+#> |.....................|    0.7871 |    0.7324 |     1.540 |    0.9792 |
+#> |.....................|    0.6980 |     1.977 |...........|...........|
+#> |    X|     479.61337 |     91.23 |  0.004531 |    0.2881 |    0.1110 |
+#> |.....................|  0.009702 |    0.6013 |     1.091 |   0.05866 |
+#> |.....................|    0.7871 |    0.7324 |     1.540 |    0.9792 |
+#> |.....................|    0.6980 |     1.977 |...........|...........|
+#> |    F| Forward Diff. |    -4.815 |     1.129 |   -0.1342 |  -0.04706 |
+#> |.....................|    0.3660 |    0.5971 |  -0.07697 |     1.438 |
+#> |.....................|   -0.5059 |    0.1462 |    0.6633 |     2.381 |
+#> |.....................|    0.2676 |    -1.522 |...........|...........|
+#> |   50|     479.60932 |     1.003 |    -1.197 |   -0.9266 |   -0.9361 |
+#> |.....................|    -1.023 |   -0.9894 |   -0.2456 |   -0.8684 |
+#> |.....................|   -0.8000 |    -1.063 |   -0.5659 |   -0.8476 |
+#> |.....................|    -1.066 |   -0.2381 |...........|...........|
+#> |    U|     479.60932 |     91.31 |    -5.397 |   -0.9044 |    -2.198 |
+#> |.....................|    -4.636 |    0.4107 |     1.091 |   0.05865 |
+#> |.....................|    0.7872 |    0.7324 |     1.540 |    0.9788 |
+#> |.....................|    0.6979 |     1.977 |...........|...........|
+#> |    X|     479.60932 |     91.31 |  0.004529 |    0.2882 |    0.1110 |
+#> |.....................|  0.009700 |    0.6013 |     1.091 |   0.05865 |
+#> |.....................|    0.7872 |    0.7324 |     1.540 |    0.9788 |
+#> |.....................|    0.6979 |     1.977 |...........|...........|
+#> |    F| Forward Diff. |     2.699 |     1.134 |  -0.04549 |  -0.06017 |
+#> |.....................|    0.3630 |    0.5814 |  -0.04512 |     1.484 |
+#> |.....................|   -0.4915 |    0.2556 |    0.7248 |     2.322 |
+#> |.....................|    0.2317 |    -1.529 |...........|...........|
+#> |   51|     479.60706 |     1.003 |    -1.198 |   -0.9265 |   -0.9361 |
+#> |.....................|    -1.023 |   -0.9896 |   -0.2455 |   -0.8689 |
+#> |.....................|   -0.7998 |    -1.063 |   -0.5661 |   -0.8484 |
+#> |.....................|    -1.066 |   -0.2376 |...........|...........|
+#> |    U|     479.60706 |     91.23 |    -5.398 |   -0.9044 |    -2.198 |
+#> |.....................|    -4.636 |    0.4106 |     1.091 |   0.05863 |
+#> |.....................|    0.7873 |    0.7323 |     1.540 |    0.9781 |
+#> |.....................|    0.6979 |     1.978 |...........|...........|
+#> |    X|     479.60706 |     91.23 |  0.004527 |    0.2882 |    0.1110 |
+#> |.....................|  0.009699 |    0.6012 |     1.091 |   0.05863 |
+#> |.....................|    0.7873 |    0.7323 |     1.540 |    0.9781 |
+#> |.....................|    0.6979 |     1.978 |...........|...........|
+#> |    F| Forward Diff. |    -4.618 |     1.127 |   -0.1276 |  -0.04760 |
+#> |.....................|    0.3656 |    0.5915 |  -0.08622 |     1.415 |
+#> |.....................|   -0.5531 |    0.1512 |    0.6569 |     2.298 |
+#> |.....................|    0.2620 |    -1.540 |...........|...........|
+#> |   52|     479.60314 |     1.003 |    -1.198 |   -0.9265 |   -0.9360 |
+#> |.....................|    -1.023 |   -0.9899 |   -0.2452 |   -0.8692 |
+#> |.....................|   -0.7996 |    -1.063 |   -0.5665 |   -0.8488 |
+#> |.....................|    -1.066 |   -0.2369 |...........|...........|
+#> |    U|     479.60314 |     91.31 |    -5.398 |   -0.9043 |    -2.198 |
+#> |.....................|    -4.636 |    0.4105 |     1.091 |   0.05862 |
+#> |.....................|    0.7875 |    0.7322 |     1.539 |    0.9776 |
+#> |.....................|    0.6978 |     1.979 |...........|...........|
+#> |    X|     479.60314 |     91.31 |  0.004525 |    0.2882 |    0.1110 |
+#> |.....................|  0.009698 |    0.6012 |     1.091 |   0.05862 |
+#> |.....................|    0.7875 |    0.7322 |     1.539 |    0.9776 |
+#> |.....................|    0.6978 |     1.979 |...........|...........|
+#> |    F| Forward Diff. |     2.641 |     1.131 |  -0.04213 |  -0.06002 |
+#> |.....................|    0.3627 |    0.5770 |  -0.05114 |     1.464 |
+#> |.....................|   -0.4913 |    0.1735 |    0.5980 |     2.238 |
+#> |.....................|    0.2116 |    -1.521 |...........|...........|
+#> |   53|     479.60093 |     1.003 |    -1.199 |   -0.9265 |   -0.9360 |
+#> |.....................|    -1.024 |   -0.9901 |   -0.2452 |   -0.8697 |
+#> |.....................|   -0.7994 |    -1.063 |   -0.5667 |   -0.8495 |
+#> |.....................|    -1.066 |   -0.2363 |...........|...........|
+#> |    U|     479.60093 |     91.23 |    -5.399 |   -0.9043 |    -2.198 |
+#> |.....................|    -4.636 |    0.4104 |     1.091 |   0.05861 |
+#> |.....................|    0.7876 |    0.7322 |     1.539 |    0.9769 |
+#> |.....................|    0.6977 |     1.980 |...........|...........|
+#> |    X|     479.60093 |     91.23 |  0.004523 |    0.2882 |    0.1110 |
+#> |.....................|  0.009696 |    0.6012 |     1.091 |   0.05861 |
+#> |.....................|    0.7876 |    0.7322 |     1.539 |    0.9769 |
+#> |.....................|    0.6977 |     1.980 |...........|...........|
+#> |    F| Forward Diff. |    -4.657 |     1.124 |   -0.1240 |  -0.04721 |
+#> |.....................|    0.3655 |    0.5872 |  -0.09119 |     1.382 |
+#> |.....................|   -0.4948 |    0.1646 |    0.6965 |     2.186 |
+#> |.....................|    0.2747 |    -1.512 |...........|...........|
+#> |   54|     479.59701 |     1.003 |    -1.199 |   -0.9264 |   -0.9360 |
+#> |.....................|    -1.024 |   -0.9904 |   -0.2448 |   -0.8700 |
+#> |.....................|   -0.7992 |    -1.063 |   -0.5670 |   -0.8499 |
+#> |.....................|    -1.066 |   -0.2356 |...........|...........|
+#> |    U|     479.59701 |     91.31 |    -5.399 |   -0.9043 |    -2.198 |
+#> |.....................|    -4.636 |    0.4103 |     1.091 |   0.05860 |
+#> |.....................|    0.7877 |    0.7321 |     1.539 |    0.9766 |
+#> |.....................|    0.6976 |     1.980 |...........|...........|
+#> |    X|     479.59701 |     91.31 |  0.004520 |    0.2882 |    0.1110 |
+#> |.....................|  0.009695 |    0.6012 |     1.091 |   0.05860 |
+#> |.....................|    0.7877 |    0.7321 |     1.539 |    0.9766 |
+#> |.....................|    0.6976 |     1.980 |...........|...........|
+#> |    F| Forward Diff. |     2.447 |     1.128 |  -0.03826 |  -0.05934 |
+#> |.....................|    0.3628 |    0.5721 |  -0.04376 |     1.440 |
+#> |.....................|   -0.4844 |    0.2233 |   -0.3355 |     1.410 |
+#> |.....................|   -0.3677 |    -1.539 |...........|...........|
+#> |   55|     479.59436 |     1.003 |    -1.200 |   -0.9264 |   -0.9360 |
+#> |.....................|    -1.024 |   -0.9907 |   -0.2446 |   -0.8705 |
+#> |.....................|   -0.7990 |    -1.063 |   -0.5669 |   -0.8504 |
+#> |.....................|    -1.066 |   -0.2349 |...........|...........|
+#> |    U|     479.59436 |     91.23 |    -5.400 |   -0.9042 |    -2.198 |
+#> |.....................|    -4.636 |    0.4102 |     1.091 |   0.05858 |
+#> |.....................|    0.7879 |    0.7320 |     1.539 |    0.9761 |
+#> |.....................|    0.6977 |     1.981 |...........|...........|
+#> |    X|     479.59436 |     91.23 |  0.004518 |    0.2882 |    0.1110 |
+#> |.....................|  0.009693 |    0.6011 |     1.091 |   0.05858 |
+#> |.....................|    0.7879 |    0.7320 |     1.539 |    0.9761 |
+#> |.....................|    0.6977 |     1.981 |...........|...........|
+#> |    F| Forward Diff. |    -4.478 |     1.121 |   -0.1165 |  -0.04761 |
+#> |.....................|    0.3651 |    0.5835 |  -0.09604 |     1.373 |
+#> |.....................|   -0.4943 |    0.1086 |   -0.4551 |     1.395 |
+#> |.....................|   -0.3088 |    -1.502 |...........|...........|
+#> |   56|     479.58979 |     1.003 |    -1.200 |   -0.9263 |   -0.9359 |
+#> |.....................|    -1.024 |   -0.9910 |   -0.2442 |   -0.8708 |
+#> |.....................|   -0.7988 |    -1.063 |   -0.5665 |   -0.8506 |
+#> |.....................|    -1.066 |   -0.2341 |...........|...........|
+#> |    U|     479.58979 |     91.30 |    -5.400 |   -0.9042 |    -2.198 |
+#> |.....................|    -4.637 |    0.4100 |     1.092 |   0.05858 |
+#> |.....................|    0.7880 |    0.7319 |     1.539 |    0.9759 |
+#> |.....................|    0.6978 |     1.982 |...........|...........|
+#> |    X|     479.58979 |     91.30 |  0.004516 |    0.2882 |    0.1110 |
+#> |.....................|  0.009691 |    0.6011 |     1.092 |   0.05858 |
+#> |.....................|    0.7880 |    0.7319 |     1.539 |    0.9759 |
+#> |.....................|    0.6978 |     1.982 |...........|...........|
+#> |    F| Forward Diff. |     1.813 |     1.125 |  -0.03904 |  -0.05862 |
+#> |.....................|    0.3624 |    0.5728 | -0.008587 |     1.448 |
+#> |.....................|   -0.2657 |    0.1639 |    0.6610 |     2.108 |
+#> |.....................|    0.2622 |    -1.501 |...........|...........|
+#> |   57|     479.58727 |     1.003 |    -1.201 |   -0.9263 |   -0.9359 |
+#> |.....................|    -1.024 |   -0.9912 |   -0.2441 |   -0.8713 |
+#> |.....................|   -0.7987 |    -1.063 |   -0.5668 |   -0.8514 |
+#> |.....................|    -1.066 |   -0.2335 |...........|...........|
+#> |    U|     479.58727 |     91.24 |    -5.401 |   -0.9042 |    -2.198 |
+#> |.....................|    -4.637 |    0.4099 |     1.092 |   0.05856 |
+#> |.....................|    0.7881 |    0.7318 |     1.539 |    0.9751 |
+#> |.....................|    0.6978 |     1.983 |...........|...........|
+#> |    X|     479.58727 |     91.24 |  0.004513 |    0.2882 |    0.1110 |
+#> |.....................|  0.009690 |    0.6011 |     1.092 |   0.05856 |
+#> |.....................|    0.7881 |    0.7318 |     1.539 |    0.9751 |
+#> |.....................|    0.6978 |     1.983 |...........|...........|
+#> |    F| Forward Diff. |    -3.987 |     1.119 |   -0.1055 |  -0.04878 |
+#> |.....................|    0.3644 |    0.5797 |  -0.03160 |     1.359 |
+#> |.....................|   -0.4809 |   0.09403 |   -0.4184 |     1.337 |
+#> |.....................|   -0.2770 |    -1.489 |...........|...........|
+#> |   58|     479.58366 |     1.004 |    -1.201 |   -0.9263 |   -0.9359 |
+#> |.....................|    -1.024 |   -0.9915 |   -0.2438 |   -0.8717 |
+#> |.....................|   -0.7986 |    -1.063 |   -0.5667 |   -0.8517 |
+#> |.....................|    -1.066 |   -0.2327 |...........|...........|
+#> |    U|     479.58366 |     91.32 |    -5.401 |   -0.9041 |    -2.198 |
+#> |.....................|    -4.637 |    0.4098 |     1.092 |   0.05855 |
+#> |.....................|    0.7882 |    0.7317 |     1.539 |    0.9749 |
+#> |.....................|    0.6978 |     1.984 |...........|...........|
+#> |    X|     479.58366 |     91.32 |  0.004511 |    0.2882 |    0.1110 |
+#> |.....................|  0.009688 |    0.6010 |     1.092 |   0.05855 |
+#> |.....................|    0.7882 |    0.7317 |     1.539 |    0.9749 |
+#> |.....................|    0.6978 |     1.984 |...........|...........|
+#> |    F| Forward Diff. |     3.434 |     1.122 |  -0.01954 |  -0.06326 |
+#> |.....................|    0.3597 |    0.5645 |  -0.03484 |     1.404 |
+#> |.....................|   -0.4782 |    0.1697 |  -0.05991 |     1.573 |
+#> |.....................|    0.2504 |    -1.489 |...........|...........|
+#> |   59|     479.57994 |     1.003 |    -1.202 |   -0.9262 |   -0.9358 |
+#> |.....................|    -1.025 |   -0.9918 |   -0.2433 |   -0.8720 |
+#> |.....................|   -0.7984 |    -1.063 |   -0.5664 |   -0.8520 |
+#> |.....................|    -1.066 |   -0.2319 |...........|...........|
+#> |    U|     479.57994 |     91.26 |    -5.402 |   -0.9041 |    -2.198 |
+#> |.....................|    -4.637 |    0.4096 |     1.092 |   0.05854 |
+#> |.....................|    0.7884 |    0.7316 |     1.539 |    0.9746 |
+#> |.....................|    0.6977 |     1.985 |...........|...........|
+#> |    X|     479.57994 |     91.26 |  0.004508 |    0.2882 |    0.1110 |
+#> |.....................|  0.009686 |    0.6010 |     1.092 |   0.05854 |
+#> |.....................|    0.7884 |    0.7316 |     1.539 |    0.9746 |
+#> |.....................|    0.6977 |     1.985 |...........|...........|
+#> |    F| Forward Diff. |    -2.328 |     1.117 |  -0.07952 |  -0.05137 |
+#> |.....................|    0.3636 |    0.5738 |   0.02815 |     1.418 |
+#> |.....................|   -0.4669 |    0.1345 |    0.7258 |     2.078 |
+#> |.....................|    0.2949 |    -1.476 |...........|...........|
+#> |   60|     479.57683 |     1.004 |    -1.202 |   -0.9262 |   -0.9358 |
+#> |.....................|    -1.025 |   -0.9921 |   -0.2431 |   -0.8724 |
+#> |.....................|   -0.7982 |    -1.064 |   -0.5667 |   -0.8526 |
+#> |.....................|    -1.066 |   -0.2311 |...........|...........|
+#> |    U|     479.57683 |     91.32 |    -5.402 |   -0.9041 |    -2.198 |
+#> |.....................|    -4.637 |    0.4095 |     1.092 |   0.05853 |
+#> |.....................|    0.7885 |    0.7315 |     1.539 |    0.9740 |
+#> |.....................|    0.6976 |     1.986 |...........|...........|
+#> |    X|     479.57683 |     91.32 |  0.004505 |    0.2882 |    0.1110 |
+#> |.....................|  0.009684 |    0.6010 |     1.092 |   0.05853 |
+#> |.....................|    0.7885 |    0.7315 |     1.539 |    0.9740 |
+#> |.....................|    0.6976 |     1.986 |...........|...........|
+#> |    F| Forward Diff. |     3.369 |     1.121 |  -0.01236 |  -0.06033 |
+#> |.....................|    0.3618 |    0.5608 | -0.009614 |     1.424 |
+#> |.....................|   -0.4677 |    0.1416 |    0.6194 |     1.932 |
+#> |.....................|    0.2634 |    -1.483 |...........|...........|
+#> |   61|     479.57433 |     1.003 |    -1.203 |   -0.9262 |   -0.9358 |
+#> |.....................|    -1.025 |   -0.9924 |   -0.2429 |   -0.8728 |
+#> |.....................|   -0.7980 |    -1.064 |   -0.5671 |   -0.8530 |
+#> |.....................|    -1.066 |   -0.2304 |...........|...........|
+#> |    U|     479.57433 |     91.25 |    -5.403 |   -0.9041 |    -2.198 |
+#> |.....................|    -4.637 |    0.4094 |     1.092 |   0.05852 |
+#> |.....................|    0.7886 |    0.7315 |     1.539 |    0.9736 |
+#> |.....................|    0.6975 |     1.987 |...........|...........|
+#> |    X|     479.57433 |     91.25 |  0.004503 |    0.2882 |    0.1110 |
+#> |.....................|  0.009683 |    0.6009 |     1.092 |   0.05852 |
+#> |.....................|    0.7886 |    0.7315 |     1.539 |    0.9736 |
+#> |.....................|    0.6975 |     1.987 |...........|...........|
+#> |    F| Forward Diff. |    -3.507 |     1.111 |  -0.09183 |  -0.05192 |
+#> |.....................|    0.3614 |    0.5665 |  -0.03887 |     1.349 |
+#> |.....................|   -0.4753 |   0.07826 |    0.5528 |     1.905 |
+#> |.....................|    0.2844 |    -1.468 |...........|...........|
+#> |   62|     479.57116 |     1.003 |    -1.204 |   -0.9262 |   -0.9357 |
+#> |.....................|    -1.025 |   -0.9927 |   -0.2425 |   -0.8732 |
+#> |.....................|   -0.7978 |    -1.064 |   -0.5674 |   -0.8534 |
+#> |.....................|    -1.066 |   -0.2297 |...........|...........|
+#> |    U|     479.57116 |     91.32 |    -5.404 |   -0.9040 |    -2.198 |
+#> |.....................|    -4.638 |    0.4092 |     1.092 |   0.05851 |
+#> |.....................|    0.7888 |    0.7315 |     1.538 |    0.9732 |
+#> |.....................|    0.6973 |     1.988 |...........|...........|
+#> |    X|     479.57116 |     91.32 |  0.004500 |    0.2882 |    0.1110 |
+#> |.....................|  0.009681 |    0.6009 |     1.092 |   0.05851 |
+#> |.....................|    0.7888 |    0.7315 |     1.538 |    0.9732 |
+#> |.....................|    0.6973 |     1.988 |...........|...........|
+#> |    F| Forward Diff. |     2.953 |     1.117 |  -0.01332 |  -0.05913 |
+#> |.....................|    0.3618 |    0.5550 |  -0.01942 |     1.377 |
+#> |.....................|   -0.4588 |    0.1396 |    0.5378 |     1.901 |
+#> |.....................|    0.2564 |    -1.475 |...........|...........|
+#> |   63|     479.56857 |     1.003 |    -1.204 |   -0.9261 |   -0.9357 |
+#> |.....................|    -1.025 |   -0.9930 |   -0.2422 |   -0.8735 |
+#> |.....................|   -0.7976 |    -1.064 |   -0.5677 |   -0.8539 |
+#> |.....................|    -1.066 |   -0.2289 |...........|...........|
+#> |    U|     479.56857 |     91.25 |    -5.404 |   -0.9040 |    -2.198 |
+#> |.....................|    -4.638 |    0.4091 |     1.092 |   0.05850 |
+#> |.....................|    0.7889 |    0.7314 |     1.538 |    0.9728 |
+#> |.....................|    0.6972 |     1.989 |...........|...........|
+#> |    X|     479.56857 |     91.25 |  0.004497 |    0.2882 |    0.1110 |
+#> |.....................|  0.009679 |    0.6009 |     1.092 |   0.05850 |
+#> |.....................|    0.7889 |    0.7314 |     1.538 |    0.9728 |
+#> |.....................|    0.6972 |     1.989 |...........|...........|
+#> |    F| Forward Diff. |    -3.279 |     1.109 |  -0.08378 |  -0.05051 |
+#> |.....................|    0.3625 |    0.5609 |  -0.06234 |     1.320 |
+#> |.....................|   -0.5093 |   0.06989 |    -1.266 |     1.852 |
+#> |.....................|    0.2753 |    -1.463 |...........|...........|
+#> |   64|     479.56430 |     1.003 |    -1.205 |   -0.9261 |   -0.9357 |
+#> |.....................|    -1.026 |   -0.9933 |   -0.2419 |   -0.8738 |
+#> |.....................|   -0.7974 |    -1.064 |   -0.5672 |   -0.8543 |
+#> |.....................|    -1.067 |   -0.2281 |...........|...........|
+#> |    U|      479.5643 |     91.31 |    -5.405 |   -0.9040 |    -2.198 |
+#> |.....................|    -4.638 |    0.4090 |     1.093 |   0.05849 |
+#> |.....................|    0.7891 |    0.7314 |     1.538 |    0.9724 |
+#> |.....................|    0.6971 |     1.990 |...........|...........|
+#> |    X|      479.5643 |     91.31 |  0.004495 |    0.2882 |    0.1110 |
+#> |.....................|  0.009677 |    0.6008 |     1.093 |   0.05849 |
+#> |.....................|    0.7891 |    0.7314 |     1.538 |    0.9724 |
+#> |.....................|    0.6971 |     1.990 |...........|...........|
+#> |    F| Forward Diff. |     2.181 |     1.113 |  -0.01711 |  -0.05862 |
+#> |.....................|    0.3610 |    0.5490 |  -0.06295 |     1.399 |
+#> |.....................|   -0.4495 |    0.1474 |    0.6781 |     1.913 |
+#> |.....................|    0.2455 |    -1.468 |...........|...........|
+#> |   65|     479.56239 |     1.003 |    -1.205 |   -0.9261 |   -0.9356 |
+#> |.....................|    -1.026 |   -0.9935 |   -0.2417 |   -0.8744 |
+#> |.....................|   -0.7972 |    -1.064 |   -0.5674 |   -0.8549 |
+#> |.....................|    -1.067 |   -0.2275 |...........|...........|
+#> |    U|     479.56239 |     91.24 |    -5.405 |   -0.9040 |    -2.198 |
+#> |.....................|    -4.638 |    0.4089 |     1.093 |   0.05847 |
+#> |.....................|    0.7892 |    0.7313 |     1.538 |    0.9718 |
+#> |.....................|    0.6970 |     1.990 |...........|...........|
+#> |    X|     479.56239 |     91.24 |  0.004493 |    0.2882 |    0.1110 |
+#> |.....................|  0.009675 |    0.6008 |     1.093 |   0.05847 |
+#> |.....................|    0.7892 |    0.7313 |     1.538 |    0.9718 |
+#> |.....................|    0.6970 |     1.990 |...........|...........|
+#> |    F| Forward Diff. |    -4.516 |     1.106 |  -0.09308 |  -0.04714 |
+#> |.....................|    0.3636 |    0.5580 |  -0.04406 |     1.488 |
+#> |.....................|   -0.4662 |   0.05187 |    0.6104 |     1.787 |
+#> |.....................|    0.2769 |    -1.453 |...........|...........|
+#> |   66|     479.55877 |     1.003 |    -1.206 |   -0.9261 |   -0.9356 |
+#> |.....................|    -1.026 |   -0.9938 |   -0.2414 |   -0.8747 |
+#> |.....................|   -0.7970 |    -1.064 |   -0.5678 |   -0.8553 |
+#> |.....................|    -1.067 |   -0.2268 |...........|...........|
+#> |    U|     479.55877 |     91.31 |    -5.406 |   -0.9039 |    -2.198 |
+#> |.....................|    -4.638 |    0.4087 |     1.093 |   0.05846 |
+#> |.....................|    0.7894 |    0.7313 |     1.538 |    0.9714 |
+#> |.....................|    0.6969 |     1.991 |...........|...........|
+#> |    X|     479.55877 |     91.31 |  0.004490 |    0.2882 |    0.1110 |
+#> |.....................|  0.009674 |    0.6008 |     1.093 |   0.05846 |
+#> |.....................|    0.7894 |    0.7313 |     1.538 |    0.9714 |
+#> |.....................|    0.6969 |     1.991 |...........|...........|
+#> |    F| Forward Diff. |     2.254 |     1.111 |  -0.01255 |  -0.05783 |
+#> |.....................|    0.3613 |    0.5437 |  -0.01079 |     1.366 |
+#> |.....................|   -0.4954 |    0.1048 |    0.5565 |     1.745 |
+#> |.....................|    0.2417 |    -1.458 |...........|...........|
+#> |   67|     479.55696 |     1.003 |    -1.206 |   -0.9261 |   -0.9356 |
+#> |.....................|    -1.026 |   -0.9940 |   -0.2413 |   -0.8753 |
+#> |.....................|   -0.7968 |    -1.064 |   -0.5681 |   -0.8559 |
+#> |.....................|    -1.067 |   -0.2262 |...........|...........|
+#> |    U|     479.55696 |     91.24 |    -5.406 |   -0.9039 |    -2.198 |
+#> |.....................|    -4.639 |    0.4086 |     1.093 |   0.05845 |
+#> |.....................|    0.7895 |    0.7312 |     1.537 |    0.9708 |
+#> |.....................|    0.6968 |     1.992 |...........|...........|
+#> |    X|     479.55696 |     91.24 |  0.004488 |    0.2882 |    0.1110 |
+#> |.....................|  0.009672 |    0.6008 |     1.093 |   0.05845 |
+#> |.....................|    0.7895 |    0.7312 |     1.537 |    0.9708 |
+#> |.....................|    0.6968 |     1.992 |...........|...........|
+#> |    F| Forward Diff. |    -4.420 |     1.104 |  -0.08938 |  -0.04652 |
+#> |.....................|    0.3638 |    0.5524 |  -0.03600 |     1.474 |
+#> |.....................|   -0.4537 |   0.08714 |    0.5943 |     1.686 |
+#> |.....................|    0.2777 |    -1.443 |...........|...........|
+#> |   68|     479.55331 |     1.003 |    -1.207 |   -0.9260 |   -0.9356 |
+#> |.....................|    -1.026 |   -0.9943 |   -0.2409 |   -0.8756 |
+#> |.....................|   -0.7966 |    -1.064 |   -0.5684 |   -0.8562 |
+#> |.....................|    -1.067 |   -0.2254 |...........|...........|
+#> |    U|     479.55331 |     91.31 |    -5.407 |   -0.9039 |    -2.198 |
+#> |.....................|    -4.639 |    0.4085 |     1.093 |   0.05844 |
+#> |.....................|    0.7897 |    0.7312 |     1.537 |    0.9706 |
+#> |.....................|    0.6966 |     1.993 |...........|...........|
+#> |    X|     479.55331 |     91.31 |  0.004485 |    0.2882 |    0.1110 |
+#> |.....................|  0.009670 |    0.6007 |     1.093 |   0.05844 |
+#> |.....................|    0.7897 |    0.7312 |     1.537 |    0.9706 |
+#> |.....................|    0.6966 |     1.993 |...........|...........|
+#> |    F| Forward Diff. |     1.940 |     1.107 |  -0.01326 |  -0.05734 |
+#> |.....................|    0.3610 |    0.5380 |  -0.03050 |     1.334 |
+#> |.....................|   -0.4419 |   0.09953 |    0.4758 |     1.660 |
+#> |.....................|    0.2363 |    -1.448 |...........|...........|
+#> |   69|     479.55178 |     1.003 |    -1.208 |   -0.9260 |   -0.9355 |
+#> |.....................|    -1.026 |   -0.9945 |   -0.2409 |   -0.8762 |
+#> |.....................|   -0.7964 |    -1.064 |   -0.5686 |   -0.8569 |
+#> |.....................|    -1.067 |   -0.2248 |...........|...........|
+#> |    U|     479.55178 |     91.23 |    -5.408 |   -0.9039 |    -2.198 |
+#> |.....................|    -4.639 |    0.4084 |     1.093 |   0.05842 |
+#> |.....................|    0.7898 |    0.7311 |     1.537 |    0.9699 |
+#> |.....................|    0.6965 |     1.994 |...........|...........|
+#> |    X|     479.55178 |     91.23 |  0.004483 |    0.2882 |    0.1110 |
+#> |.....................|  0.009668 |    0.6007 |     1.093 |   0.05842 |
+#> |.....................|    0.7898 |    0.7311 |     1.537 |    0.9699 |
+#> |.....................|    0.6965 |     1.994 |...........|...........|
+#> |    F| Forward Diff. |    -4.846 |     1.100 |  -0.09130 |  -0.04553 |
+#> |.....................|    0.3638 |    0.5474 |  -0.02936 |     1.430 |
+#> |.....................|   -0.4494 |   0.05105 |    0.6245 |     1.611 |
+#> |.....................|    0.2724 |    -1.435 |...........|...........|
+#> |   70|     479.54790 |     1.003 |    -1.208 |   -0.9260 |   -0.9355 |
+#> |.....................|    -1.027 |   -0.9948 |   -0.2405 |   -0.8765 |
+#> |.....................|   -0.7962 |    -1.064 |   -0.5690 |   -0.8571 |
+#> |.....................|    -1.067 |   -0.2240 |...........|...........|
+#> |    U|      479.5479 |     91.30 |    -5.408 |   -0.9039 |    -2.198 |
+#> |.....................|    -4.639 |    0.4083 |     1.093 |   0.05841 |
+#> |.....................|    0.7899 |    0.7311 |     1.536 |    0.9697 |
+#> |.....................|    0.6964 |     1.995 |...........|...........|
+#> |    X|      479.5479 |     91.30 |  0.004480 |    0.2883 |    0.1110 |
+#> |.....................|  0.009667 |    0.6007 |     1.093 |   0.05841 |
+#> |.....................|    0.7899 |    0.7311 |     1.536 |    0.9697 |
+#> |.....................|    0.6964 |     1.995 |...........|...........|
+#> |    F| Forward Diff. |     1.570 |     1.104 |  -0.01594 |  -0.05674 |
+#> |.....................|    0.3607 |    0.5327 |  -0.02577 |     1.253 |
+#> |.....................|   -0.4401 |   0.07544 |   -0.5163 |    0.8741 |
+#> |.....................|   -0.3456 |    -1.445 |...........|...........|
+#> |   71|     479.54587 |     1.003 |    -1.209 |   -0.9260 |   -0.9355 |
+#> |.....................|    -1.027 |   -0.9951 |   -0.2405 |   -0.8771 |
+#> |.....................|   -0.7960 |    -1.064 |   -0.5687 |   -0.8576 |
+#> |.....................|    -1.067 |   -0.2233 |...........|...........|
+#> |    U|     479.54587 |     91.23 |    -5.409 |   -0.9039 |    -2.198 |
+#> |.....................|    -4.639 |    0.4081 |     1.093 |   0.05839 |
+#> |.....................|    0.7901 |    0.7310 |     1.537 |    0.9693 |
+#> |.....................|    0.6965 |     1.995 |...........|...........|
+#> |    X|     479.54587 |     91.23 |  0.004478 |    0.2883 |    0.1110 |
+#> |.....................|  0.009665 |    0.6006 |     1.093 |   0.05839 |
+#> |.....................|    0.7901 |    0.7310 |     1.537 |    0.9693 |
+#> |.....................|    0.6965 |     1.995 |...........|...........|
+#> |    F| Forward Diff. |    -4.902 |     1.097 |  -0.08880 |  -0.04568 |
+#> |.....................|    0.3633 |    0.5436 |  -0.03820 |     1.421 |
+#> |.....................|   -0.4438 |   0.04451 |    0.5507 |     1.558 |
+#> |.....................|    0.2862 |    -1.423 |...........|...........|
+#> |   72|     479.54157 |     1.003 |    -1.209 |   -0.9260 |   -0.9354 |
+#> |.....................|    -1.027 |   -0.9954 |   -0.2399 |   -0.8773 |
+#> |.....................|   -0.7958 |    -1.064 |   -0.5687 |   -0.8577 |
+#> |.....................|    -1.067 |   -0.2225 |...........|...........|
+#> |    U|     479.54157 |     91.30 |    -5.409 |   -0.9038 |    -2.198 |
+#> |.....................|    -4.639 |    0.4080 |     1.093 |   0.05839 |
+#> |.....................|    0.7902 |    0.7309 |     1.537 |    0.9691 |
+#> |.....................|    0.6965 |     1.996 |...........|...........|
+#> |    X|     479.54157 |     91.30 |  0.004475 |    0.2883 |    0.1110 |
+#> |.....................|  0.009663 |    0.6006 |     1.093 |   0.05839 |
+#> |.....................|    0.7902 |    0.7309 |     1.537 |    0.9691 |
+#> |.....................|    0.6965 |     1.996 |...........|...........|
+#> |    F| Forward Diff. |     1.063 |     1.100 |  -0.01768 |  -0.05631 |
+#> |.....................|    0.3603 |    0.5311 |  -0.05904 |     1.468 |
+#> |.....................|   -0.4400 |   0.06384 |    0.5216 |     1.564 |
+#> |.....................|    0.2548 |    -1.433 |...........|...........|
+#> |   73|     479.53906 |     1.003 |    -1.210 |   -0.9259 |   -0.9354 |
+#> |.....................|    -1.027 |   -0.9956 |   -0.2399 |   -0.8780 |
+#> |.....................|   -0.7956 |    -1.064 |   -0.5689 |   -0.8584 |
+#> |.....................|    -1.067 |   -0.2218 |...........|...........|
+#> |    U|     479.53906 |     91.25 |    -5.410 |   -0.9038 |    -2.198 |
+#> |.....................|    -4.640 |    0.4079 |     1.093 |   0.05837 |
+#> |.....................|    0.7904 |    0.7309 |     1.536 |    0.9684 |
+#> |.....................|    0.6964 |     1.997 |...........|...........|
+#> |    X|     479.53906 |     91.25 |  0.004472 |    0.2883 |    0.1110 |
+#> |.....................|  0.009661 |    0.6006 |     1.093 |   0.05837 |
+#> |.....................|    0.7904 |    0.7309 |     1.536 |    0.9684 |
+#> |.....................|    0.6964 |     1.997 |...........|...........|
+#> |    F| Forward Diff. |    -3.131 |     1.095 |  -0.06506 |  -0.04908 |
+#> |.....................|    0.3620 |    0.5356 | -0.007514 |     1.441 |
+#> |.....................|   -0.4274 |   0.08578 |   -0.3543 |    0.8441 |
+#> |.....................|   -0.2944 |    -1.418 |...........|...........|
+#> |   74|     479.53616 |     1.004 |    -1.210 |   -0.9259 |   -0.9354 |
+#> |.....................|    -1.027 |   -0.9959 |   -0.2396 |   -0.8785 |
+#> |.....................|   -0.7954 |    -1.064 |   -0.5688 |   -0.8586 |
+#> |.....................|    -1.067 |   -0.2210 |...........|...........|
+#> |    U|     479.53616 |     91.33 |    -5.410 |   -0.9038 |    -2.198 |
+#> |.....................|    -4.640 |    0.4077 |     1.094 |   0.05835 |
+#> |.....................|    0.7905 |    0.7308 |     1.537 |    0.9682 |
+#> |.....................|    0.6965 |     1.998 |...........|...........|
+#> |    X|     479.53616 |     91.33 |  0.004470 |    0.2883 |    0.1111 |
+#> |.....................|  0.009659 |    0.6005 |     1.094 |   0.05835 |
+#> |.....................|    0.7905 |    0.7308 |     1.537 |    0.9682 |
+#> |.....................|    0.6965 |     1.998 |...........|...........|
+#> |    F| Forward Diff. |     3.979 |     1.099 |   0.01619 |  -0.06233 |
+#> |.....................|    0.3580 |    0.5217 |  -0.09749 |     1.245 |
+#> |.....................|   -0.4289 |    0.1115 |   -0.5282 |    0.7580 |
+#> |.....................|   -0.3266 |    -1.417 |...........|...........|
+#> |   75|     479.53242 |     1.003 |    -1.211 |   -0.9259 |   -0.9353 |
+#> |.....................|    -1.028 |   -0.9962 |   -0.2391 |   -0.8787 |
+#> |.....................|   -0.7953 |    -1.065 |   -0.5685 |   -0.8588 |
+#> |.....................|    -1.067 |   -0.2202 |...........|...........|
+#> |    U|     479.53242 |     91.27 |    -5.411 |   -0.9038 |    -2.198 |
+#> |.....................|    -4.640 |    0.4076 |     1.094 |   0.05835 |
+#> |.....................|    0.7906 |    0.7307 |     1.537 |    0.9681 |
+#> |.....................|    0.6966 |     1.999 |...........|...........|
+#> |    X|     479.53242 |     91.27 |  0.004467 |    0.2883 |    0.1111 |
+#> |.....................|  0.009657 |    0.6005 |     1.094 |   0.05835 |
+#> |.....................|    0.7906 |    0.7307 |     1.537 |    0.9681 |
+#> |.....................|    0.6966 |     1.999 |...........|...........|
+#> |    F| Forward Diff. |    -1.679 |     1.093 |  -0.04308 |  -0.05224 |
+#> |.....................|    0.3605 |    0.5318 | -0.002555 |     1.446 |
+#> |.....................|   -0.4215 |   0.05786 |    0.6079 |     1.538 |
+#> |.....................|    0.2997 |    -1.401 |...........|...........|
+#> |   76|     479.52958 |     1.004 |    -1.212 |   -0.9259 |   -0.9353 |
+#> |.....................|    -1.028 |   -0.9965 |   -0.2388 |   -0.8793 |
+#> |.....................|   -0.7951 |    -1.065 |   -0.5686 |   -0.8593 |
+#> |.....................|    -1.067 |   -0.2194 |...........|...........|
+#> |    U|     479.52958 |     91.33 |    -5.412 |   -0.9038 |    -2.198 |
+#> |.....................|    -4.640 |    0.4075 |     1.094 |   0.05833 |
+#> |.....................|    0.7908 |    0.7306 |     1.537 |    0.9676 |
+#> |.....................|    0.6965 |     2.000 |...........|...........|
+#> |    X|     479.52958 |     91.33 |  0.004464 |    0.2883 |    0.1111 |
+#> |.....................|  0.009655 |    0.6005 |     1.094 |   0.05833 |
+#> |.....................|    0.7908 |    0.7306 |     1.537 |    0.9676 |
+#> |.....................|    0.6965 |     2.000 |...........|...........|
+#> |    F| Forward Diff. |     3.139 |     1.094 |   0.01046 |  -0.06226 |
+#> |.....................|    0.3570 |    0.5194 |  -0.09592 |     1.421 |
+#> |.....................|   -0.4323 |   0.06052 |   -0.5454 |    0.7071 |
+#> |.....................|   -0.2962 |    -1.410 |...........|...........|
+#> |   77|     479.52646 |     1.003 |    -1.212 |   -0.9259 |   -0.9353 |
+#> |.....................|    -1.028 |   -0.9968 |   -0.2384 |   -0.8797 |
+#> |.....................|   -0.7949 |    -1.065 |   -0.5684 |   -0.8594 |
+#> |.....................|    -1.067 |   -0.2186 |...........|...........|
+#> |    U|     479.52646 |     91.26 |    -5.412 |   -0.9038 |    -2.198 |
+#> |.....................|    -4.640 |    0.4073 |     1.094 |   0.05832 |
+#> |.....................|    0.7909 |    0.7304 |     1.537 |    0.9675 |
+#> |.....................|    0.6966 |     2.001 |...........|...........|
+#> |    X|     479.52646 |     91.26 |  0.004461 |    0.2883 |    0.1111 |
+#> |.....................|  0.009653 |    0.6005 |     1.094 |   0.05832 |
+#> |.....................|    0.7909 |    0.7304 |     1.537 |    0.9675 |
+#> |.....................|    0.6966 |     2.001 |...........|...........|
+#> |    F| Forward Diff. |    -2.758 |     1.088 |  -0.05217 |  -0.05158 |
+#> |.....................|    0.3593 |    0.5291 |  -0.05980 |     1.185 |
+#> |.....................|   -0.4227 |    -2.218 |   -0.3659 |    0.8223 |
+#> |.....................|   -0.2423 |    -1.392 |...........|...........|
+#> |   78|     479.52294 |     1.003 |    -1.213 |   -0.9258 |   -0.9352 |
+#> |.....................|    -1.028 |   -0.9971 |   -0.2379 |   -0.8800 |
+#> |.....................|   -0.7947 |    -1.064 |   -0.5681 |   -0.8596 |
+#> |.....................|    -1.067 |   -0.2178 |...........|...........|
+#> |    U|     479.52294 |     91.30 |    -5.413 |   -0.9037 |    -2.198 |
+#> |.....................|    -4.641 |    0.4072 |     1.094 |   0.05831 |
+#> |.....................|    0.7910 |    0.7311 |     1.537 |    0.9673 |
+#> |.....................|    0.6967 |     2.002 |...........|...........|
+#> |    X|     479.52294 |     91.30 |  0.004458 |    0.2883 |    0.1111 |
+#> |.....................|  0.009652 |    0.6004 |     1.094 |   0.05831 |
+#> |.....................|    0.7910 |    0.7311 |     1.537 |    0.9673 |
+#> |.....................|    0.6967 |     2.002 |...........|...........|
+#> |    F| Forward Diff. |    0.7571 |     1.091 |  -0.01328 |  -0.05733 |
+#> |.....................|    0.3573 |    0.5211 |  0.006105 |     1.423 |
+#> |.....................|   -0.4119 |    0.1268 |    0.6771 |     1.465 |
+#> |.....................|    0.3146 |    -1.386 |...........|...........|
+#> |   79|     479.52041 |     1.003 |    -1.213 |   -0.9258 |   -0.9352 |
+#> |.....................|    -1.028 |   -0.9973 |   -0.2380 |   -0.8807 |
+#> |.....................|   -0.7945 |    -1.064 |   -0.5684 |   -0.8604 |
+#> |.....................|    -1.067 |   -0.2172 |...........|...........|
+#> |    U|     479.52041 |     91.27 |    -5.413 |   -0.9037 |    -2.198 |
+#> |.....................|    -4.641 |    0.4071 |     1.094 |   0.05829 |
+#> |.....................|    0.7912 |    0.7311 |     1.537 |    0.9666 |
+#> |.....................|    0.6965 |     2.003 |...........|...........|
+#> |    X|     479.52041 |     91.27 |  0.004456 |    0.2883 |    0.1111 |
+#> |.....................|  0.009650 |    0.6004 |     1.094 |   0.05829 |
+#> |.....................|    0.7912 |    0.7311 |     1.537 |    0.9666 |
+#> |.....................|    0.6965 |     2.003 |...........|...........|
+#> |    F| Forward Diff. |    -2.400 |     1.087 |  -0.04852 |  -0.05189 |
+#> |.....................|    0.3585 |    0.5236 |  -0.05100 |     1.183 |
+#> |.....................|   -0.4319 |   0.01564 |    0.3566 |     1.324 |
+#> |.....................|    0.3221 |    -1.379 |...........|...........|
+#> |   80|     479.51911 |     1.004 |    -1.214 |   -0.9258 |   -0.9352 |
+#> |.....................|    -1.029 |   -0.9976 |   -0.2379 |   -0.8812 |
+#> |.....................|   -0.7944 |    -1.064 |   -0.5686 |   -0.8609 |
+#> |.....................|    -1.067 |   -0.2166 |...........|...........|
+#> |    U|     479.51911 |     91.35 |    -5.414 |   -0.9037 |    -2.198 |
+#> |.....................|    -4.641 |    0.4070 |     1.094 |   0.05828 |
+#> |.....................|    0.7913 |    0.7310 |     1.537 |    0.9661 |
+#> |.....................|    0.6964 |     2.004 |...........|...........|
+#> |    X|     479.51911 |     91.35 |  0.004454 |    0.2883 |    0.1111 |
+#> |.....................|  0.009648 |    0.6004 |     1.094 |   0.05828 |
+#> |.....................|    0.7913 |    0.7310 |     1.537 |    0.9661 |
+#> |.....................|    0.6964 |     2.004 |...........|...........|
+#> |    F| Forward Diff. |     5.458 |     1.092 |   0.04306 |  -0.06507 |
+#> |.....................|    0.3552 |    0.5068 |  -0.06807 |     1.418 |
+#> |.....................|   -0.4090 |    0.1358 |   -0.5109 |    0.5676 |
+#> |.....................|   -0.2804 |    -1.390 |...........|...........|
+#> |   81|     479.51487 |     1.003 |    -1.215 |   -0.9258 |   -0.9352 |
+#> |.....................|    -1.029 |   -0.9978 |   -0.2377 |   -0.8817 |
+#> |.....................|   -0.7942 |    -1.064 |   -0.5685 |   -0.8612 |
+#> |.....................|    -1.067 |   -0.2158 |...........|...........|
+#> |    U|     479.51487 |     91.27 |    -5.415 |   -0.9037 |    -2.198 |
+#> |.....................|    -4.641 |    0.4069 |     1.094 |   0.05826 |
+#> |.....................|    0.7914 |    0.7307 |     1.537 |    0.9658 |
+#> |.....................|    0.6963 |     2.005 |...........|...........|
+#> |    X|     479.51487 |     91.27 |  0.004451 |    0.2883 |    0.1111 |
+#> |.....................|  0.009647 |    0.6003 |     1.094 |   0.05826 |
+#> |.....................|    0.7914 |    0.7307 |     1.537 |    0.9658 |
+#> |.....................|    0.6963 |     2.005 |...........|...........|
+#> |    F| Forward Diff. |    -1.582 |     1.084 |  -0.03533 |  -0.05340 |
+#> |.....................|    0.3581 |    0.5175 |  -0.06480 |     1.157 |
+#> |.....................|   -0.4224 |   0.03489 |   -0.5536 |    0.6041 |
+#> |.....................|   -0.2386 |    -1.371 |...........|...........|
+#> |   82|     479.51208 |     1.004 |    -1.215 |   -0.9258 |   -0.9351 |
+#> |.....................|    -1.029 |   -0.9981 |   -0.2375 |   -0.8823 |
+#> |.....................|   -0.7939 |    -1.065 |   -0.5682 |   -0.8615 |
+#> |.....................|    -1.067 |   -0.2150 |...........|...........|
+#> |    U|     479.51208 |     91.34 |    -5.415 |   -0.9037 |    -2.197 |
+#> |.....................|    -4.641 |    0.4067 |     1.094 |   0.05824 |
+#> |.....................|    0.7916 |    0.7306 |     1.537 |    0.9655 |
+#> |.....................|    0.6964 |     2.006 |...........|...........|
+#> |    X|     479.51208 |     91.34 |  0.004449 |    0.2883 |    0.1111 |
+#> |.....................|  0.009645 |    0.6003 |     1.094 |   0.05824 |
+#> |.....................|    0.7916 |    0.7306 |     1.537 |    0.9655 |
+#> |.....................|    0.6964 |     2.006 |...........|...........|
+#> |    F| Forward Diff. |     3.943 |     1.087 |   0.02817 |  -0.06279 |
+#> |.....................|    0.3555 |    0.5065 |  -0.06060 |     1.305 |
+#> |.....................|   -0.4115 |   0.06912 |    0.4865 |     1.240 |
+#> |.....................|    0.2990 |    -1.371 |...........|...........|
+#> |   83|     479.50842 |     1.003 |    -1.216 |   -0.9258 |   -0.9351 |
+#> |.....................|    -1.029 |   -0.9984 |   -0.2372 |   -0.8827 |
+#> |.....................|   -0.7937 |    -1.065 |   -0.5683 |   -0.8618 |
+#> |.....................|    -1.067 |   -0.2141 |...........|...........|
+#> |    U|     479.50842 |     91.29 |    -5.416 |   -0.9037 |    -2.197 |
+#> |.....................|    -4.642 |    0.4066 |     1.095 |   0.05823 |
+#> |.....................|    0.7918 |    0.7302 |     1.537 |    0.9652 |
+#> |.....................|    0.6962 |     2.007 |...........|...........|
+#> |    X|     479.50842 |     91.29 |  0.004446 |    0.2883 |    0.1111 |
+#> |.....................|  0.009643 |    0.6003 |     1.095 |   0.05823 |
+#> |.....................|    0.7918 |    0.7302 |     1.537 |    0.9652 |
+#> |.....................|    0.6962 |     2.007 |...........|...........|
+#> |    F| Forward Diff. |   -0.7463 |     1.081 |  -0.02105 |  -0.05532 |
+#> |.....................|    0.3572 |    0.5118 |  -0.07839 |     1.134 |
+#> |.....................|   -0.4206 |   0.01709 |   -0.5616 |    0.5218 |
+#> |.....................|   -0.2429 |    -1.361 |...........|...........|
+#> |   84|     479.50515 |     1.004 |    -1.216 |   -0.9258 |   -0.9351 |
+#> |.....................|    -1.029 |   -0.9987 |   -0.2372 |   -0.8834 |
+#> |.....................|   -0.7935 |    -1.065 |   -0.5680 |   -0.8621 |
+#> |.....................|    -1.067 |   -0.2133 |...........|...........|
+#> |    U|     479.50515 |     91.33 |    -5.416 |   -0.9037 |    -2.197 |
+#> |.....................|    -4.642 |    0.4065 |     1.095 |   0.05821 |
+#> |.....................|    0.7919 |    0.7302 |     1.537 |    0.9649 |
+#> |.....................|    0.6964 |     2.008 |...........|...........|
+#> |    X|     479.50515 |     91.33 |  0.004443 |    0.2883 |    0.1111 |
+#> |.....................|  0.009641 |    0.6002 |     1.095 |   0.05821 |
+#> |.....................|    0.7919 |    0.7302 |     1.537 |    0.9649 |
+#> |.....................|    0.6964 |     2.008 |...........|...........|
+#> |   85|     479.49887 |     1.004 |    -1.219 |   -0.9257 |   -0.9350 |
+#> |.....................|    -1.030 |   -0.9997 |   -0.2363 |   -0.8851 |
+#> |.....................|   -0.7928 |    -1.066 |   -0.5675 |   -0.8630 |
+#> |.....................|    -1.067 |   -0.2104 |...........|...........|
+#> |    U|     479.49887 |     91.39 |    -5.419 |   -0.9037 |    -2.197 |
+#> |.....................|    -4.642 |    0.4060 |     1.095 |   0.05816 |
+#> |.....................|    0.7925 |    0.7293 |     1.538 |    0.9641 |
+#> |.....................|    0.6963 |     2.011 |...........|...........|
+#> |    X|     479.49887 |     91.39 |  0.004434 |    0.2883 |    0.1111 |
+#> |.....................|  0.009634 |    0.6001 |     1.095 |   0.05816 |
+#> |.....................|    0.7925 |    0.7293 |     1.538 |    0.9641 |
+#> |.....................|    0.6963 |     2.011 |...........|...........|
+#> |    F| Forward Diff. |     8.922 |     1.081 |    0.1004 |  -0.07252 |
+#> |.....................|    0.3520 |    0.4871 |    0.2543 |     1.578 |
+#> |.....................|   -0.3854 |   0.03465 |   -0.5794 |    0.4083 |
+#> |.....................|   -0.2550 |    -1.344 |...........|...........|
+#> |   86|     479.48147 |     1.003 |    -1.221 |   -0.9257 |   -0.9348 |
+#> |.....................|    -1.031 |    -1.001 |   -0.2344 |   -0.8861 |
+#> |.....................|   -0.7921 |    -1.067 |   -0.5658 |   -0.8636 |
+#> |.....................|    -1.067 |   -0.2068 |...........|...........|
+#> |    U|     479.48147 |     91.29 |    -5.421 |   -0.9036 |    -2.197 |
+#> |.....................|    -4.643 |    0.4054 |     1.096 |   0.05813 |
+#> |.....................|    0.7930 |    0.7283 |     1.540 |    0.9635 |
+#> |.....................|    0.6963 |     2.016 |...........|...........|
+#> |    X|     479.48147 |     91.29 |  0.004421 |    0.2883 |    0.1111 |
+#> |.....................|  0.009626 |    0.6000 |     1.096 |   0.05813 |
+#> |.....................|    0.7930 |    0.7283 |     1.540 |    0.9635 |
+#> |.....................|    0.6963 |     2.016 |...........|...........|
+#> |   87|     479.46291 |     1.003 |    -1.226 |   -0.9256 |   -0.9345 |
+#> |.....................|    -1.032 |    -1.003 |   -0.2312 |   -0.8874 |
+#> |.....................|   -0.7910 |    -1.069 |   -0.5631 |   -0.8644 |
+#> |.....................|    -1.067 |   -0.2012 |...........|...........|
+#> |    U|     479.46291 |     91.29 |    -5.426 |   -0.9035 |    -2.197 |
+#> |.....................|    -4.645 |    0.4045 |     1.097 |   0.05809 |
+#> |.....................|    0.7937 |    0.7267 |     1.543 |    0.9627 |
+#> |.....................|    0.6964 |     2.022 |...........|...........|
+#> |    X|     479.46291 |     91.29 |  0.004402 |    0.2883 |    0.1111 |
+#> |.....................|  0.009612 |    0.5998 |     1.097 |   0.05809 |
+#> |.....................|    0.7937 |    0.7267 |     1.543 |    0.9627 |
+#> |.....................|    0.6964 |     2.022 |...........|...........|
+#> |   88|     479.38653 |     1.003 |    -1.248 |   -0.9250 |   -0.9332 |
+#> |.....................|    -1.039 |    -1.013 |   -0.2154 |   -0.8940 |
+#> |.....................|   -0.7859 |    -1.078 |   -0.5497 |   -0.8687 |
+#> |.....................|    -1.067 |   -0.1734 |...........|...........|
+#> |    U|     479.38653 |     91.26 |    -5.448 |   -0.9030 |    -2.196 |
+#> |.....................|    -4.652 |    0.4000 |     1.104 |   0.05790 |
+#> |.....................|    0.7975 |    0.7188 |     1.559 |    0.9587 |
+#> |.....................|    0.6966 |     2.056 |...........|...........|
+#> |    X|     479.38653 |     91.26 |  0.004306 |    0.2884 |    0.1113 |
+#> |.....................|  0.009547 |    0.5987 |     1.104 |   0.05790 |
+#> |.....................|    0.7975 |    0.7188 |     1.559 |    0.9587 |
+#> |.....................|    0.6966 |     2.056 |...........|...........|
+#> |   89|     479.33405 |     1.002 |    -1.333 |   -0.9226 |   -0.9281 |
+#> |.....................|    -1.066 |    -1.051 |   -0.1533 |   -0.9198 |
+#> |.....................|   -0.7659 |    -1.112 |   -0.4971 |   -0.8853 |
+#> |.....................|    -1.066 |  -0.06439 |...........|...........|
+#> |    U|     479.33405 |     91.15 |    -5.533 |   -0.9008 |    -2.190 |
+#> |.....................|    -4.678 |    0.3823 |     1.129 |   0.05715 |
+#> |.....................|    0.8121 |    0.6876 |     1.621 |    0.9427 |
+#> |.....................|    0.6975 |     2.188 |...........|...........|
+#> |    X|     479.33405 |     91.15 |  0.003953 |    0.2889 |    0.1119 |
+#> |.....................|  0.009294 |    0.5944 |     1.129 |   0.05715 |
+#> |.....................|    0.8121 |    0.6876 |     1.621 |    0.9427 |
+#> |.....................|    0.6975 |     2.188 |...........|...........|
+#> |    F| Forward Diff. |    -22.35 |    0.8049 |    0.3265 |  -0.06456 |
+#> |.....................|    0.3038 |    0.2091 |     1.763 |     1.473 |
+#> |.....................|   -0.5535 |    -2.463 |     1.244 |   -0.6274 |
+#> |.....................|     1.702 |   -0.2760 |...........|...........|
+#> |   90|     479.70817 |     1.005 |    -1.492 |   -0.9504 |   -0.9122 |
+#> |.....................|    -1.121 |    -1.106 |   -0.1774 |   -0.9510 |
+#> |.....................|   -0.7305 |    -1.145 |   -0.4385 |   -0.8800 |
+#> |.....................|    -1.177 |  -0.01012 |...........|...........|
+#> |    U|     479.70817 |     91.47 |    -5.692 |   -0.9256 |    -2.175 |
+#> |.....................|    -4.734 |    0.3572 |     1.119 |   0.05625 |
+#> |.....................|    0.8380 |    0.6579 |     1.691 |    0.9478 |
+#> |.....................|    0.6020 |     2.254 |...........|...........|
+#> |    X|     479.70817 |     91.47 |  0.003371 |    0.2838 |    0.1137 |
+#> |.....................|  0.008794 |    0.5884 |     1.119 |   0.05625 |
+#> |.....................|    0.8380 |    0.6579 |     1.691 |    0.9478 |
+#> |.....................|    0.6020 |     2.254 |...........|...........|
+#> |   91|     479.27063 |     1.005 |    -1.375 |   -0.9298 |   -0.9240 |
+#> |.....................|    -1.080 |    -1.065 |   -0.1597 |   -0.9281 |
+#> |.....................|   -0.7567 |    -1.120 |   -0.4820 |   -0.8839 |
+#> |.....................|    -1.095 |  -0.05030 |...........|...........|
+#> |    U|     479.27063 |     91.42 |    -5.575 |   -0.9073 |    -2.186 |
+#> |.....................|    -4.693 |    0.3758 |     1.127 |   0.05692 |
+#> |.....................|    0.8189 |    0.6801 |     1.639 |    0.9441 |
+#> |.....................|    0.6726 |     2.206 |...........|...........|
+#> |    X|     479.27063 |     91.42 |  0.003793 |    0.2876 |    0.1123 |
+#> |.....................|  0.009162 |    0.5929 |     1.127 |   0.05692 |
+#> |.....................|    0.8189 |    0.6801 |     1.639 |    0.9441 |
+#> |.....................|    0.6726 |     2.206 |...........|...........|
+#> |    F| Forward Diff. |     2.862 |    0.7516 |    0.3576 |  -0.07893 |
+#> |.....................|    0.2806 |   -0.4298 |     1.369 |     1.213 |
+#> |.....................|   -0.5227 |    -2.562 |     2.801 |    -1.010 |
+#> |.....................|    -1.234 |   -0.5388 |...........|...........|
+#> |   92|     479.18239 |     1.005 |    -1.423 |   -0.9401 |   -0.9189 |
+#> |.....................|    -1.098 |    -1.064 |   -0.1729 |   -0.9195 |
+#> |.....................|   -0.7414 |    -1.117 |   -0.4967 |   -0.8806 |
+#> |.....................|    -1.083 |  -0.04375 |...........|...........|
+#> |    U|     479.18239 |     91.43 |    -5.623 |   -0.9165 |    -2.181 |
+#> |.....................|    -4.710 |    0.3764 |     1.121 |   0.05716 |
+#> |.....................|    0.8300 |    0.6834 |     1.622 |    0.9472 |
+#> |.....................|    0.6830 |     2.213 |...........|...........|
+#> |    X|     479.18239 |     91.43 |  0.003613 |    0.2857 |    0.1129 |
+#> |.....................|  0.009001 |    0.5930 |     1.121 |   0.05716 |
+#> |.....................|    0.8300 |    0.6834 |     1.622 |    0.9472 |
+#> |.....................|    0.6830 |     2.213 |...........|...........|
+#> |    F| Forward Diff. |     2.797 |    0.6564 |   -0.1913 |  -0.04289 |
+#> |.....................|    0.2359 |   -0.3012 |     1.209 |     1.124 |
+#> |.....................|   -0.4349 |    -2.322 |     2.160 |   -0.7215 |
+#> |.....................|   -0.1578 |   -0.4171 |...........|...........|
+#> |   93|     479.53483 |    0.9938 |    -1.508 |   -0.8927 |   -0.9141 |
+#> |.....................|    -1.127 |    -1.054 |   -0.1802 |   -0.9016 |
+#> |.....................|   -0.7110 |    -1.089 |   -0.5260 |   -0.8567 |
+#> |.....................|    -1.093 |  -0.01567 |...........|...........|
+#> |    U|     479.53483 |     90.44 |    -5.708 |   -0.8742 |    -2.177 |
+#> |.....................|    -4.740 |    0.3812 |     1.118 |   0.05768 |
+#> |.....................|    0.8523 |    0.7081 |     1.587 |    0.9700 |
+#> |.....................|    0.6741 |     2.248 |...........|...........|
+#> |    X|     479.53483 |     90.44 |  0.003320 |    0.2944 |    0.1134 |
+#> |.....................|  0.008741 |    0.5942 |     1.118 |   0.05768 |
+#> |.....................|    0.8523 |    0.7081 |     1.587 |    0.9700 |
+#> |.....................|    0.6741 |     2.248 |...........|...........|
+#> |   94|     479.57437 |    0.9943 |    -1.436 |   -0.9336 |   -0.9181 |
+#> |.....................|    -1.102 |    -1.062 |   -0.1777 |   -0.9209 |
+#> |.....................|   -0.7362 |    -1.106 |   -0.5073 |   -0.8753 |
+#> |.....................|    -1.084 |  -0.03890 |...........|...........|
+#> |    U|     479.57437 |     90.49 |    -5.636 |   -0.9106 |    -2.181 |
+#> |.....................|    -4.715 |    0.3775 |     1.119 |   0.05712 |
+#> |.....................|    0.8338 |    0.6933 |     1.609 |    0.9523 |
+#> |.....................|    0.6824 |     2.219 |...........|...........|
+#> |    X|     479.57437 |     90.49 |  0.003567 |    0.2869 |    0.1130 |
+#> |.....................|  0.008961 |    0.5933 |     1.119 |   0.05712 |
+#> |.....................|    0.8338 |    0.6933 |     1.609 |    0.9523 |
+#> |.....................|    0.6824 |     2.219 |...........|...........|
+#> |   95|     479.18328 |     1.003 |    -1.424 |   -0.9400 |   -0.9189 |
+#> |.....................|    -1.098 |    -1.064 |   -0.1736 |   -0.9201 |
+#> |.....................|   -0.7412 |    -1.115 |   -0.4980 |   -0.8802 |
+#> |.....................|    -1.083 |  -0.04351 |...........|...........|
+#> |    U|     479.18328 |     91.28 |    -5.624 |   -0.9164 |    -2.181 |
+#> |.....................|    -4.711 |    0.3765 |     1.121 |   0.05715 |
+#> |.....................|    0.8302 |    0.6847 |     1.620 |    0.9476 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    X|     479.18328 |     91.28 |  0.003612 |    0.2857 |    0.1129 |
+#> |.....................|  0.009000 |    0.5930 |     1.121 |   0.05715 |
+#> |.....................|    0.8302 |    0.6847 |     1.620 |    0.9476 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |   96|     479.17990 |     1.004 |    -1.423 |   -0.9401 |   -0.9189 |
+#> |.....................|    -1.098 |    -1.064 |   -0.1732 |   -0.9198 |
+#> |.....................|   -0.7413 |    -1.116 |   -0.4973 |   -0.8805 |
+#> |.....................|    -1.083 |  -0.04364 |...........|...........|
+#> |    U|      479.1799 |     91.36 |    -5.623 |   -0.9164 |    -2.181 |
+#> |.....................|    -4.710 |    0.3764 |     1.121 |   0.05716 |
+#> |.....................|    0.8301 |    0.6840 |     1.621 |    0.9474 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    X|      479.1799 |     91.36 |  0.003612 |    0.2857 |    0.1129 |
+#> |.....................|  0.009001 |    0.5930 |     1.121 |   0.05716 |
+#> |.....................|    0.8301 |    0.6840 |     1.621 |    0.9474 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    F| Forward Diff. |    -3.933 |    0.6514 |   -0.2757 |  -0.03244 |
+#> |.....................|    0.2382 |   -0.2823 |     1.183 |     1.090 |
+#> |.....................|   -0.4397 |    -2.345 |     2.145 |   -0.7620 |
+#> |.....................|   -0.1240 |   -0.3947 |...........|...........|
+#> |   97|     479.17667 |     1.005 |    -1.424 |   -0.9399 |   -0.9189 |
+#> |.....................|    -1.098 |    -1.064 |   -0.1735 |   -0.9200 |
+#> |.....................|   -0.7411 |    -1.116 |   -0.4978 |   -0.8802 |
+#> |.....................|    -1.083 |  -0.04350 |...........|...........|
+#> |    U|     479.17667 |     91.44 |    -5.624 |   -0.9162 |    -2.181 |
+#> |.....................|    -4.711 |    0.3765 |     1.121 |   0.05715 |
+#> |.....................|    0.8302 |    0.6845 |     1.621 |    0.9476 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    X|     479.17667 |     91.44 |  0.003611 |    0.2857 |    0.1129 |
+#> |.....................|  0.009000 |    0.5930 |     1.121 |   0.05715 |
+#> |.....................|    0.8302 |    0.6845 |     1.621 |    0.9476 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    F| Forward Diff. |     3.521 |    0.6547 |   -0.1751 |  -0.04313 |
+#> |.....................|    0.2353 |   -0.2995 |     1.118 |     1.121 |
+#> |.....................|   -0.4506 |    -2.323 |     2.084 |   -0.7259 |
+#> |.....................|   -0.1653 |   -0.4503 |...........|...........|
+#> |   98|     479.17418 |     1.004 |    -1.424 |   -0.9398 |   -0.9188 |
+#> |.....................|    -1.098 |    -1.064 |   -0.1738 |   -0.9202 |
+#> |.....................|   -0.7410 |    -1.115 |   -0.4983 |   -0.8800 |
+#> |.....................|    -1.083 |  -0.04335 |...........|...........|
+#> |    U|     479.17418 |     91.36 |    -5.624 |   -0.9161 |    -2.181 |
+#> |.....................|    -4.711 |    0.3765 |     1.121 |   0.05714 |
+#> |.....................|    0.8303 |    0.6850 |     1.620 |    0.9478 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    X|     479.17418 |     91.36 |  0.003610 |    0.2857 |    0.1129 |
+#> |.....................|  0.008999 |    0.5930 |     1.121 |   0.05714 |
+#> |.....................|    0.8303 |    0.6850 |     1.620 |    0.9478 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    F| Forward Diff. |    -3.859 |    0.6491 |   -0.2708 |  -0.03145 |
+#> |.....................|    0.2380 |   -0.2786 |     1.113 |     1.074 |
+#> |.....................|   -0.4387 |    -2.285 |     2.045 |   -0.7498 |
+#> |.....................|   -0.1354 |   -0.4011 |...........|...........|
+#> |   99|     479.17107 |     1.005 |    -1.424 |   -0.9396 |   -0.9188 |
+#> |.....................|    -1.098 |    -1.064 |   -0.1740 |   -0.9204 |
+#> |.....................|   -0.7408 |    -1.114 |   -0.4988 |   -0.8798 |
+#> |.....................|    -1.083 |  -0.04320 |...........|...........|
+#> |    U|     479.17107 |     91.44 |    -5.624 |   -0.9160 |    -2.181 |
+#> |.....................|    -4.711 |    0.3766 |     1.121 |   0.05714 |
+#> |.....................|    0.8305 |    0.6855 |     1.619 |    0.9480 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    X|     479.17107 |     91.44 |  0.003609 |    0.2858 |    0.1129 |
+#> |.....................|  0.008997 |    0.5930 |     1.121 |   0.05714 |
+#> |.....................|    0.8305 |    0.6855 |     1.619 |    0.9480 |
+#> |.....................|    0.6831 |     2.214 |...........|...........|
+#> |    F| Forward Diff. |     3.569 |    0.6522 |   -0.1642 |  -0.04243 |
+#> |.....................|    0.2349 |   -0.2958 |     1.101 |     1.106 |
+#> |.....................|   -0.4222 |    -2.201 |     1.058 |   -0.2096 |
+#> |.....................|    0.2358 |   -0.4015 |...........|...........|
+#> |  100|     479.16873 |     1.004 |    -1.425 |   -0.9393 |   -0.9188 |
+#> |.....................|    -1.099 |    -1.064 |   -0.1743 |   -0.9206 |
+#> |.....................|   -0.7406 |    -1.114 |   -0.4991 |   -0.8797 |
+#> |.....................|    -1.083 |  -0.04303 |...........|...........|
+#> |    U|     479.16873 |     91.36 |    -5.625 |   -0.9158 |    -2.181 |
+#> |.....................|    -4.711 |    0.3766 |     1.121 |   0.05713 |
+#> |.....................|    0.8306 |    0.6860 |     1.619 |    0.9481 |
+#> |.....................|    0.6830 |     2.214 |...........|...........|
+#> |    X|     479.16873 |     91.36 |  0.003607 |    0.2858 |    0.1129 |
+#> |.....................|  0.008996 |    0.5931 |     1.121 |   0.05713 |
+#> |.....................|    0.8306 |    0.6860 |     1.619 |    0.9481 |
+#> |.....................|    0.6830 |     2.214 |...........|...........|
+#> |    F| Forward Diff. |    -3.833 |    0.6464 |   -0.2551 |  -0.03020 |
+#> |.....................|    0.2388 |   -0.2745 |     1.092 |     1.036 |
+#> |.....................|   -0.4378 |    -2.238 |     1.100 |   -0.2036 |
+#> |.....................|    0.2823 |   -0.3907 |...........|...........|
+#> |  101|     479.16547 |     1.005 |    -1.426 |   -0.9390 |   -0.9187 |
+#> |.....................|    -1.099 |    -1.063 |   -0.1745 |   -0.9206 |
+#> |.....................|   -0.7403 |    -1.113 |   -0.4993 |   -0.8795 |
+#> |.....................|    -1.083 |  -0.04283 |...........|...........|
+#> |    U|     479.16547 |     91.42 |    -5.626 |   -0.9155 |    -2.181 |
+#> |.....................|    -4.711 |    0.3767 |     1.121 |   0.05713 |
+#> |.....................|    0.8308 |    0.6865 |     1.619 |    0.9483 |
+#> |.....................|    0.6830 |     2.215 |...........|...........|
+#> |    X|     479.16547 |     91.42 |  0.003605 |    0.2859 |    0.1129 |
+#> |.....................|  0.008994 |    0.5931 |     1.121 |   0.05713 |
+#> |.....................|    0.8308 |    0.6865 |     1.619 |    0.9483 |
+#> |.....................|    0.6830 |     2.215 |...........|...........|
+#> |    F| Forward Diff. |     2.367 |    0.6482 |   -0.1602 |  -0.03907 |
+#> |.....................|    0.2347 |   -0.2874 |     1.147 |     1.057 |
+#> |.....................|   -0.4142 |    -2.141 |     1.081 |   -0.1748 |
+#> |.....................|    0.2414 |   -0.4049 |...........|...........|
+#> |  102|     479.16316 |     1.004 |    -1.426 |   -0.9389 |   -0.9187 |
+#> |.....................|    -1.099 |    -1.063 |   -0.1748 |   -0.9208 |
+#> |.....................|   -0.7401 |    -1.113 |   -0.4996 |   -0.8794 |
+#> |.....................|    -1.083 |  -0.04264 |...........|...........|
+#> |    U|     479.16316 |     91.36 |    -5.626 |   -0.9154 |    -2.181 |
+#> |.....................|    -4.711 |    0.3768 |     1.120 |   0.05713 |
+#> |.....................|    0.8310 |    0.6872 |     1.618 |    0.9484 |
+#> |.....................|    0.6829 |     2.215 |...........|...........|
+#> |    X|     479.16316 |     91.36 |  0.003603 |    0.2859 |    0.1129 |
+#> |.....................|  0.008992 |    0.5931 |     1.120 |   0.05713 |
+#> |.....................|    0.8310 |    0.6872 |     1.618 |    0.9484 |
+#> |.....................|    0.6829 |     2.215 |...........|...........|
+#> |    F| Forward Diff. |    -3.810 |    0.6431 |   -0.2376 |  -0.02872 |
+#> |.....................|    0.2384 |   -0.2689 |     1.073 |     1.021 |
+#> |.....................|   -0.4195 |    -2.179 |     2.025 |   -0.6985 |
+#> |.....................|   -0.1403 |   -0.3873 |...........|...........|
+#> |  103|     479.15976 |     1.005 |    -1.427 |   -0.9385 |   -0.9187 |
+#> |.....................|    -1.099 |    -1.063 |   -0.1751 |   -0.9208 |
+#> |.....................|   -0.7399 |    -1.112 |   -0.5000 |   -0.8792 |
+#> |.....................|    -1.083 |  -0.04242 |...........|...........|
+#> |    U|     479.15976 |     91.41 |    -5.627 |   -0.9150 |    -2.181 |
+#> |.....................|    -4.712 |    0.3768 |     1.120 |   0.05713 |
+#> |.....................|    0.8311 |    0.6876 |     1.618 |    0.9486 |
+#> |.....................|    0.6829 |     2.215 |...........|...........|
+#> |    X|     479.15976 |     91.41 |  0.003601 |    0.2860 |    0.1129 |
+#> |.....................|  0.008990 |    0.5931 |     1.120 |   0.05713 |
+#> |.....................|    0.8311 |    0.6876 |     1.618 |    0.9486 |
+#> |.....................|    0.6829 |     2.215 |...........|...........|
+#> |    F| Forward Diff. |     1.385 |    0.6444 |   -0.1513 |  -0.03575 |
+#> |.....................|    0.2363 |   -0.2788 |     1.057 |     1.037 |
+#> |.....................|   -0.4304 |    -2.135 |     1.940 |   -0.6607 |
+#> |.....................|   -0.1552 |   -0.4034 |...........|...........|
+#> |  104|     479.15697 |     1.004 |    -1.427 |   -0.9385 |   -0.9187 |
+#> |.....................|    -1.099 |    -1.063 |   -0.1754 |   -0.9212 |
+#> |.....................|   -0.7397 |    -1.111 |   -0.5007 |   -0.8790 |
+#> |.....................|    -1.083 |  -0.04228 |...........|...........|
+#> |    U|     479.15697 |     91.37 |    -5.627 |   -0.9150 |    -2.181 |
+#> |.....................|    -4.712 |    0.3769 |     1.120 |   0.05712 |
+#> |.....................|    0.8312 |    0.6883 |     1.617 |    0.9488 |
+#> |.....................|    0.6829 |     2.215 |...........|...........|
+#> |    X|     479.15697 |     91.37 |  0.003600 |    0.2860 |    0.1129 |
+#> |.....................|  0.008990 |    0.5931 |     1.120 |   0.05712 |
+#> |.....................|    0.8312 |    0.6883 |     1.617 |    0.9488 |
+#> |.....................|    0.6829 |     2.215 |...........|...........|
+#> |    F| Forward Diff. |    -2.828 |    0.6406 |   -0.2090 |  -0.02895 |
+#> |.....................|    0.2376 |   -0.2659 |     1.059 |    0.9695 |
+#> |.....................|   -0.4112 |    -2.078 |     1.041 |   -0.1304 |
+#> |.....................|    0.2608 |   -0.3859 |...........|...........|
+#> |  105|     479.15524 |     1.005 |    -1.427 |   -0.9384 |   -0.9187 |
+#> |.....................|    -1.099 |    -1.063 |   -0.1758 |   -0.9215 |
+#> |.....................|   -0.7396 |    -1.111 |   -0.5010 |   -0.8789 |
+#> |.....................|    -1.083 |  -0.04216 |...........|...........|
+#> |    U|     479.15524 |     91.45 |    -5.627 |   -0.9149 |    -2.181 |
+#> |.....................|    -4.712 |    0.3769 |     1.120 |   0.05711 |
+#> |.....................|    0.8313 |    0.6888 |     1.617 |    0.9489 |
+#> |.....................|    0.6828 |     2.215 |...........|...........|
+#> |    X|     479.15524 |     91.45 |  0.003599 |    0.2860 |    0.1129 |
+#> |.....................|  0.008989 |    0.5931 |     1.120 |   0.05711 |
+#> |.....................|    0.8313 |    0.6888 |     1.617 |    0.9489 |
+#> |.....................|    0.6828 |     2.215 |...........|...........|
+#> |    F| Forward Diff. |     5.191 |    0.6447 |   -0.1017 |  -0.04048 |
+#> |.....................|    0.2348 |   -0.2858 |     1.095 |     1.009 |
+#> |.....................|   -0.3975 |    -1.983 |     1.956 |   -0.5702 |
+#> |.....................|   -0.1591 |   -0.3996 |...........|...........|
+#> |  106|     479.15192 |     1.004 |    -1.428 |   -0.9381 |   -0.9186 |
+#> |.....................|    -1.100 |    -1.063 |   -0.1760 |   -0.9214 |
+#> |.....................|   -0.7393 |    -1.110 |   -0.5013 |   -0.8787 |
+#> |.....................|    -1.083 |  -0.04194 |...........|...........|
+#> |    U|     479.15192 |     91.38 |    -5.628 |   -0.9146 |    -2.181 |
+#> |.....................|    -4.712 |    0.3770 |     1.120 |   0.05711 |
+#> |.....................|    0.8315 |    0.6892 |     1.616 |    0.9490 |
+#> |.....................|    0.6828 |     2.216 |...........|...........|
+#> |    X|     479.15192 |     91.38 |  0.003597 |    0.2861 |    0.1129 |
+#> |.....................|  0.008987 |    0.5932 |     1.120 |   0.05711 |
+#> |.....................|    0.8315 |    0.6892 |     1.616 |    0.9490 |
+#> |.....................|    0.6828 |     2.216 |...........|...........|
+#> |    F| Forward Diff. |    -1.012 |    0.6390 |   -0.1711 |  -0.03027 |
+#> |.....................|    0.2366 |   -0.2653 |     1.098 |    0.9640 |
+#> |.....................|   -0.4101 |    -2.024 |    0.9749 |   -0.1142 |
+#> |.....................|    0.2645 |   -0.3871 |...........|...........|
+#> |  107|     479.14897 |     1.005 |    -1.428 |   -0.9380 |   -0.9186 |
+#> |.....................|    -1.100 |    -1.063 |   -0.1764 |   -0.9218 |
+#> |.....................|   -0.7392 |    -1.110 |   -0.5017 |   -0.8787 |
+#> |.....................|    -1.083 |  -0.04178 |...........|...........|
+#> |    U|     479.14897 |     91.42 |    -5.628 |   -0.9146 |    -2.181 |
+#> |.....................|    -4.712 |    0.3771 |     1.120 |   0.05710 |
+#> |.....................|    0.8317 |    0.6900 |     1.616 |    0.9491 |
+#> |.....................|    0.6827 |     2.216 |...........|...........|
+#> |    X|     479.14897 |     91.42 |  0.003596 |    0.2861 |    0.1129 |
+#> |.....................|  0.008986 |    0.5932 |     1.120 |   0.05710 |
+#> |.....................|    0.8317 |    0.6900 |     1.616 |    0.9491 |
+#> |.....................|    0.6827 |     2.216 |...........|...........|
+#> |  108|     479.14773 |     1.005 |    -1.428 |   -0.9379 |   -0.9186 |
+#> |.....................|    -1.100 |    -1.062 |   -0.1770 |   -0.9223 |
+#> |.....................|   -0.7390 |    -1.109 |   -0.5022 |   -0.8786 |
+#> |.....................|    -1.083 |  -0.04159 |...........|...........|
+#> |    U|     479.14773 |     91.47 |    -5.628 |   -0.9145 |    -2.181 |
+#> |.....................|    -4.712 |    0.3771 |     1.120 |   0.05708 |
+#> |.....................|    0.8318 |    0.6909 |     1.615 |    0.9491 |
+#> |.....................|    0.6826 |     2.216 |...........|...........|
+#> |    X|     479.14773 |     91.47 |  0.003595 |    0.2861 |    0.1129 |
+#> |.....................|  0.008985 |    0.5932 |     1.120 |   0.05708 |
+#> |.....................|    0.8318 |    0.6909 |     1.615 |    0.9491 |
+#> |.....................|    0.6826 |     2.216 |...........|...........|
+#> |    F| Forward Diff. |     7.333 |    0.6414 |  -0.06030 |  -0.04156 |
+#> |.....................|    0.2338 |   -0.2836 |     1.014 |     1.002 |
+#> |.....................|   -0.3897 |    -1.922 |    0.8816 |   -0.1288 |
+#> |.....................|    0.1940 |   -0.4011 |...........|...........|
+#> |  109|     479.14119 |     1.004 |    -1.430 |   -0.9374 |   -0.9185 |
+#> |.....................|    -1.100 |    -1.062 |   -0.1775 |   -0.9218 |
+#> |.....................|   -0.7383 |    -1.108 |   -0.5019 |   -0.8783 |
+#> |.....................|    -1.083 |  -0.04112 |...........|...........|
+#> |    U|     479.14119 |     91.39 |    -5.630 |   -0.9140 |    -2.181 |
+#> |.....................|    -4.713 |    0.3774 |     1.119 |   0.05710 |
+#> |.....................|    0.8323 |    0.6917 |     1.616 |    0.9495 |
+#> |.....................|    0.6826 |     2.217 |...........|...........|
+#> |    X|     479.14119 |     91.39 |  0.003588 |    0.2862 |    0.1129 |
+#> |.....................|  0.008979 |    0.5933 |     1.119 |   0.05710 |
+#> |.....................|    0.8323 |    0.6917 |     1.616 |    0.9495 |
+#> |.....................|    0.6826 |     2.217 |...........|...........|
+#> |    F| Forward Diff. |   -0.4299 |    0.6321 |   -0.1435 |  -0.02760 |
+#> |.....................|    0.2360 |   -0.2479 |     1.019 |    0.9518 |
+#> |.....................|   -0.3967 |    -1.860 |     1.900 |   -0.5922 |
+#> |.....................|   -0.1599 |   -0.3806 |...........|...........|
+#> |  110|     479.13501 |     1.005 |    -1.431 |   -0.9373 |   -0.9185 |
+#> |.....................|    -1.101 |    -1.062 |   -0.1783 |   -0.9226 |
+#> |.....................|   -0.7379 |    -1.106 |   -0.5035 |   -0.8778 |
+#> |.....................|    -1.083 |  -0.04080 |...........|...........|
+#> |    U|     479.13501 |     91.42 |    -5.631 |   -0.9139 |    -2.181 |
+#> |.....................|    -4.713 |    0.3775 |     1.119 |   0.05707 |
+#> |.....................|    0.8326 |    0.6932 |     1.614 |    0.9500 |
+#> |.....................|    0.6827 |     2.217 |...........|...........|
+#> |    X|     479.13501 |     91.42 |  0.003586 |    0.2862 |    0.1129 |
+#> |.....................|  0.008977 |    0.5933 |     1.119 |   0.05707 |
+#> |.....................|    0.8326 |    0.6932 |     1.614 |    0.9500 |
+#> |.....................|    0.6827 |     2.217 |...........|...........|
+#> |    F| Forward Diff. |     2.960 |    0.6324 |   -0.1010 |  -0.03176 |
+#> |.....................|    0.2344 |   -0.2516 |    0.9454 |    0.8792 |
+#> |.....................|   -0.3822 |    -1.742 |    0.9146 |  -0.04263 |
+#> |.....................|    0.2425 |   -0.3771 |...........|...........|
+#> |  111|     479.13244 |     1.004 |    -1.432 |   -0.9368 |   -0.9184 |
+#> |.....................|    -1.101 |    -1.061 |   -0.1790 |   -0.9224 |
+#> |.....................|   -0.7372 |    -1.105 |   -0.5036 |   -0.8775 |
+#> |.....................|    -1.083 |  -0.04025 |...........|...........|
+#> |    U|     479.13244 |     91.33 |    -5.632 |   -0.9135 |    -2.181 |
+#> |.....................|    -4.714 |    0.3778 |     1.119 |   0.05708 |
+#> |.....................|    0.8331 |    0.6941 |     1.614 |    0.9502 |
+#> |.....................|    0.6825 |     2.218 |...........|...........|
+#> |    X|     479.13244 |     91.33 |  0.003580 |    0.2863 |    0.1130 |
+#> |.....................|  0.008971 |    0.5933 |     1.119 |   0.05708 |
+#> |.....................|    0.8331 |    0.6941 |     1.614 |    0.9502 |
+#> |.....................|    0.6825 |     2.218 |...........|...........|
+#> |    F| Forward Diff. |    -5.808 |    0.6219 |   -0.1958 |  -0.01683 |
+#> |.....................|    0.2369 |   -0.2179 |    0.9347 |    0.8364 |
+#> |.....................|   -0.3987 |    -1.797 |    0.8150 |  -0.05765 |
+#> |.....................|    0.2618 |   -0.3704 |...........|...........|
+#> |  112|     479.12666 |     1.004 |    -1.434 |   -0.9365 |   -0.9183 |
+#> |.....................|    -1.102 |    -1.060 |   -0.1796 |   -0.9220 |
+#> |.....................|   -0.7365 |    -1.104 |   -0.5033 |   -0.8772 |
+#> |.....................|    -1.083 |  -0.03975 |...........|...........|
+#> |    U|     479.12666 |     91.40 |    -5.634 |   -0.9132 |    -2.181 |
+#> |.....................|    -4.714 |    0.3782 |     1.118 |   0.05709 |
+#> |.....................|    0.8336 |    0.6951 |     1.614 |    0.9505 |
+#> |.....................|    0.6824 |     2.218 |...........|...........|
+#> |    X|     479.12666 |     91.40 |  0.003574 |    0.2863 |    0.1130 |
+#> |.....................|  0.008965 |    0.5934 |     1.118 |   0.05709 |
+#> |.....................|    0.8336 |    0.6951 |     1.614 |    0.9505 |
+#> |.....................|    0.6824 |     2.218 |...........|...........|
+#> |    F| Forward Diff. |    0.9955 |    0.6218 |  -0.09617 |  -0.02448 |
+#> |.....................|    0.2342 |   -0.2176 |    0.9924 |    0.8560 |
+#> |.....................|   -0.3772 |    -1.645 |     1.883 |   -0.4422 |
+#> |.....................|   -0.1320 |   -0.3750 |...........|...........|
+#> |  113|     479.12255 |     1.004 |    -1.436 |   -0.9361 |   -0.9182 |
+#> |.....................|    -1.103 |    -1.060 |   -0.1805 |   -0.9221 |
+#> |.....................|   -0.7358 |    -1.103 |   -0.5043 |   -0.8768 |
+#> |.....................|    -1.083 |  -0.03920 |...........|...........|
+#> |    U|     479.12255 |     91.34 |    -5.636 |   -0.9129 |    -2.181 |
+#> |.....................|    -4.715 |    0.3784 |     1.118 |   0.05709 |
+#> |.....................|    0.8341 |    0.6962 |     1.613 |    0.9509 |
+#> |.....................|    0.6824 |     2.219 |...........|...........|
+#> |    X|     479.12255 |     91.34 |  0.003569 |    0.2864 |    0.1130 |
+#> |.....................|  0.008960 |    0.5935 |     1.118 |   0.05709 |
+#> |.....................|    0.8341 |    0.6962 |     1.613 |    0.9509 |
+#> |.....................|    0.6824 |     2.219 |...........|...........|
+#> |    F| Forward Diff. |    -4.522 |    0.6133 |   -0.1571 |  -0.01492 |
+#> |.....................|    0.2353 |   -0.1923 |    0.9045 |    0.7846 |
+#> |.....................|   -0.3572 |    -1.629 |    0.8508 |   0.03564 |
+#> |.....................|    0.2811 |   -0.3561 |...........|...........|
+#> |  114|     479.11855 |     1.005 |    -1.437 |   -0.9356 |   -0.9182 |
+#> |.....................|    -1.103 |    -1.059 |   -0.1812 |   -0.9217 |
+#> |.....................|   -0.7351 |    -1.102 |   -0.5043 |   -0.8766 |
+#> |.....................|    -1.084 |  -0.03859 |...........|...........|
+#> |    U|     479.11855 |     91.41 |    -5.637 |   -0.9124 |    -2.181 |
+#> |.....................|    -4.716 |    0.3787 |     1.118 |   0.05710 |
+#> |.....................|    0.8346 |    0.6968 |     1.613 |    0.9510 |
+#> |.....................|    0.6823 |     2.220 |...........|...........|
+#> |    X|     479.11855 |     91.41 |  0.003562 |    0.2865 |    0.1130 |
+#> |.....................|  0.008953 |    0.5936 |     1.118 |   0.05710 |
+#> |.....................|    0.8346 |    0.6968 |     1.613 |    0.9510 |
+#> |.....................|    0.6823 |     2.220 |...........|...........|
+#> |    F| Forward Diff. |     2.813 |    0.6131 |  -0.03713 |  -0.02450 |
+#> |.....................|    0.2319 |   -0.1976 |    0.8863 |    0.8390 |
+#> |.....................|   -0.3589 |    -1.516 |    0.8806 |   -0.4426 |
+#> |.....................|   -0.1647 |   -0.3784 |...........|...........|
+#> |  115|     479.11487 |     1.004 |    -1.439 |   -0.9352 |   -0.9181 |
+#> |.....................|    -1.104 |    -1.058 |   -0.1819 |   -0.9213 |
+#> |.....................|   -0.7344 |    -1.101 |   -0.5040 |   -0.8763 |
+#> |.....................|    -1.084 |  -0.03810 |...........|...........|
+#> |    U|     479.11487 |     91.37 |    -5.639 |   -0.9121 |    -2.180 |
+#> |.....................|    -4.716 |    0.3790 |     1.117 |   0.05711 |
+#> |.....................|    0.8352 |    0.6977 |     1.613 |    0.9514 |
+#> |.....................|    0.6823 |     2.220 |...........|...........|
+#> |    X|     479.11487 |     91.37 |  0.003555 |    0.2866 |    0.1130 |
+#> |.....................|  0.008947 |    0.5936 |     1.117 |   0.05711 |
+#> |.....................|    0.8352 |    0.6977 |     1.613 |    0.9514 |
+#> |.....................|    0.6823 |     2.220 |...........|...........|
+#> |    F| Forward Diff. |    -1.684 |    0.6054 |  -0.08346 |  -0.01559 |
+#> |.....................|    0.2328 |   -0.1708 |    0.9518 |    0.8099 |
+#> |.....................|   -0.3621 |    -1.485 |    0.9267 |   -0.3776 |
+#> |.....................|   -0.1041 |   -0.3537 |...........|...........|
+#> |  116|     479.11139 |     1.005 |    -1.441 |   -0.9347 |   -0.9181 |
+#> |.....................|    -1.105 |    -1.058 |   -0.1829 |   -0.9211 |
+#> |.....................|   -0.7337 |    -1.100 |   -0.5039 |   -0.8760 |
+#> |.....................|    -1.083 |  -0.03771 |...........|...........|
+#> |    U|     479.11139 |     91.41 |    -5.641 |   -0.9117 |    -2.180 |
+#> |.....................|    -4.717 |    0.3792 |     1.117 |   0.05712 |
+#> |.....................|    0.8357 |    0.6988 |     1.613 |    0.9517 |
+#> |.....................|    0.6824 |     2.221 |...........|...........|
+#> |    X|     479.11139 |     91.41 |  0.003549 |    0.2867 |    0.1130 |
+#> |.....................|  0.008941 |    0.5937 |     1.117 |   0.05712 |
+#> |.....................|    0.8357 |    0.6988 |     1.613 |    0.9517 |
+#> |.....................|    0.6824 |     2.221 |...........|...........|
+#> |    F| Forward Diff. |     3.241 |    0.6036 | 0.0009951 |  -0.02154 |
+#> |.....................|    0.2300 |   -0.1727 |    0.8524 |    0.8311 |
+#> |.....................|   -0.3642 |    -1.386 |     1.866 |   -0.3472 |
+#> |.....................|   -0.1024 |   -0.3634 |...........|...........|
+#> |  117|     479.10851 |     1.004 |    -1.443 |   -0.9342 |   -0.9180 |
+#> |.....................|    -1.105 |    -1.058 |   -0.1837 |   -0.9207 |
+#> |.....................|   -0.7329 |    -1.100 |   -0.5043 |   -0.8759 |
+#> |.....................|    -1.084 |  -0.03710 |...........|...........|
+#> |    U|     479.10851 |     91.37 |    -5.643 |   -0.9112 |    -2.180 |
+#> |.....................|    -4.718 |    0.3794 |     1.117 |   0.05713 |
+#> |.....................|    0.8363 |    0.6988 |     1.613 |    0.9517 |
+#> |.....................|    0.6823 |     2.222 |...........|...........|
+#> |    X|     479.10851 |     91.37 |  0.003542 |    0.2868 |    0.1130 |
+#> |.....................|  0.008933 |    0.5937 |     1.117 |   0.05713 |
+#> |.....................|    0.8363 |    0.6988 |     1.613 |    0.9517 |
+#> |.....................|    0.6823 |     2.222 |...........|...........|
+#> |    F| Forward Diff. |    -1.500 |    0.5956 |  -0.03344 |  -0.01385 |
+#> |.....................|    0.2306 |   -0.1498 |    0.8910 |    0.8240 |
+#> |.....................|   -0.3570 |    -1.405 |    0.8461 |   -0.3572 |
+#> |.....................|  -0.08808 |   -0.3487 |...........|...........|
+#> |  118|     479.10606 |     1.005 |    -1.445 |   -0.9338 |   -0.9180 |
+#> |.....................|    -1.106 |    -1.057 |   -0.1846 |   -0.9207 |
+#> |.....................|   -0.7320 |    -1.099 |   -0.5047 |   -0.8757 |
+#> |.....................|    -1.084 |  -0.03650 |...........|...........|
+#> |    U|     479.10606 |     91.43 |    -5.645 |   -0.9108 |    -2.180 |
+#> |.....................|    -4.719 |    0.3796 |     1.116 |   0.05713 |
+#> |.....................|    0.8369 |    0.6994 |     1.612 |    0.9519 |
+#> |.....................|    0.6822 |     2.222 |...........|...........|
+#> |    X|     479.10606 |     91.43 |  0.003535 |    0.2868 |    0.1130 |
+#> |.....................|  0.008927 |    0.5938 |     1.116 |   0.05713 |
+#> |.....................|    0.8369 |    0.6994 |     1.612 |    0.9519 |
+#> |.....................|    0.6822 |     2.222 |...........|...........|
+#> |    F| Forward Diff. |     5.260 |    0.5953 |   0.07226 |  -0.02302 |
+#> |.....................|    0.2275 |   -0.1573 |    0.8150 |    0.8159 |
+#> |.....................|   -0.3410 |    -1.340 |    0.8208 |    0.1422 |
+#> |.....................|    0.2750 |   -0.3500 |...........|...........|
+#> |  119|     479.10199 |     1.004 |    -1.447 |   -0.9337 |   -0.9181 |
+#> |.....................|    -1.107 |    -1.057 |   -0.1854 |   -0.9204 |
+#> |.....................|   -0.7311 |    -1.099 |   -0.5045 |   -0.8757 |
+#> |.....................|    -1.084 |  -0.03604 |...........|...........|
+#> |    U|     479.10199 |     91.37 |    -5.647 |   -0.9107 |    -2.180 |
+#> |.....................|    -4.720 |    0.3799 |     1.116 |   0.05714 |
+#> |.....................|    0.8375 |    0.6999 |     1.613 |    0.9520 |
+#> |.....................|    0.6821 |     2.223 |...........|...........|
+#> |    X|     479.10199 |     91.37 |  0.003528 |    0.2869 |    0.1130 |
+#> |.....................|  0.008919 |    0.5938 |     1.116 |   0.05714 |
+#> |.....................|    0.8375 |    0.6999 |     1.613 |    0.9520 |
+#> |.....................|    0.6821 |     2.223 |...........|...........|
+#> |    F| Forward Diff. |   -0.7698 |    0.5858 | -0.004343 |  -0.01418 |
+#> |.....................|    0.2278 |   -0.1298 |    0.8244 |    0.7686 |
+#> |.....................|   -0.3575 |    -1.372 |    0.8320 |   -0.3359 |
+#> |.....................|    0.2977 |   -0.3384 |...........|...........|
+#> |  120|     479.09844 |     1.005 |    -1.448 |   -0.9337 |   -0.9180 |
+#> |.....................|    -1.108 |    -1.056 |   -0.1863 |   -0.9208 |
+#> |.....................|   -0.7304 |    -1.097 |   -0.5051 |   -0.8752 |
+#> |.....................|    -1.084 |  -0.03534 |...........|...........|
+#> |    U|     479.09844 |     91.43 |    -5.648 |   -0.9108 |    -2.180 |
+#> |.....................|    -4.720 |    0.3801 |     1.116 |   0.05713 |
+#> |.....................|    0.8381 |    0.7011 |     1.612 |    0.9524 |
+#> |.....................|    0.6817 |     2.224 |...........|...........|
+#> |    X|     479.09844 |     91.43 |  0.003523 |    0.2868 |    0.1130 |
+#> |.....................|  0.008914 |    0.5939 |     1.116 |   0.05713 |
+#> |.....................|    0.8381 |    0.7011 |     1.612 |    0.9524 |
+#> |.....................|    0.6817 |     2.224 |...........|...........|
+#> |    F| Forward Diff. |     4.894 |    0.5851 |   0.05981 |  -0.02077 |
+#> |.....................|    0.2261 |   -0.1389 |    0.7622 |    0.7617 |
+#> |.....................|   -0.3411 |    -1.236 |    0.7863 |    0.1583 |
+#> |.....................|    0.2091 |   -0.3951 |...........|...........|
+#> |  121|     479.09485 |     1.004 |    -1.450 |   -0.9338 |   -0.9180 |
+#> |.....................|    -1.108 |    -1.056 |   -0.1867 |   -0.9202 |
+#> |.....................|   -0.7295 |    -1.097 |   -0.5051 |   -0.8750 |
+#> |.....................|    -1.085 |  -0.03445 |...........|...........|
+#> |    U|     479.09485 |     91.37 |    -5.650 |   -0.9108 |    -2.180 |
+#> |.....................|    -4.721 |    0.3803 |     1.116 |   0.05714 |
+#> |.....................|    0.8388 |    0.7016 |     1.612 |    0.9526 |
+#> |.....................|    0.6813 |     2.225 |...........|...........|
+#> |    X|     479.09485 |     91.37 |  0.003517 |    0.2868 |    0.1130 |
+#> |.....................|  0.008907 |    0.5939 |     1.116 |   0.05714 |
+#> |.....................|    0.8388 |    0.7016 |     1.612 |    0.9526 |
+#> |.....................|    0.6813 |     2.225 |...........|...........|
+#> |    F| Forward Diff. |    -1.077 |    0.5762 |  -0.02502 |  -0.01122 |
+#> |.....................|    0.2275 |   -0.1137 |    0.7953 |    0.7347 |
+#> |.....................|   -0.3473 |    -1.249 |    0.8683 |    0.1895 |
+#> |.....................|    0.2333 |   -0.3625 |...........|...........|
+#> |  122|     479.09211 |     1.005 |    -1.452 |   -0.9337 |   -0.9180 |
+#> |.....................|    -1.109 |    -1.055 |   -0.1878 |   -0.9202 |
+#> |.....................|   -0.7286 |    -1.096 |   -0.5055 |   -0.8752 |
+#> |.....................|    -1.085 |  -0.03372 |...........|...........|
+#> |    U|     479.09211 |     91.41 |    -5.652 |   -0.9107 |    -2.180 |
+#> |.....................|    -4.722 |    0.3805 |     1.115 |   0.05714 |
+#> |.....................|    0.8394 |    0.7021 |     1.612 |    0.9524 |
+#> |.....................|    0.6810 |     2.226 |...........|...........|
+#> |    X|     479.09211 |     91.41 |  0.003510 |    0.2868 |    0.1130 |
+#> |.....................|  0.008900 |    0.5940 |     1.115 |   0.05714 |
+#> |.....................|    0.8394 |    0.7021 |     1.612 |    0.9524 |
+#> |.....................|    0.6810 |     2.226 |...........|...........|
+#> |    F| Forward Diff. |     3.651 |    0.5754 |   0.04071 |  -0.01634 |
+#> |.....................|    0.2261 |   -0.1150 |    0.8084 |    0.7089 |
+#> |.....................|   -0.3268 |    -1.156 |    0.8610 |    0.1793 |
+#> |.....................|    0.2137 |   -0.3471 |...........|...........|
+#> |  123|     479.08947 |     1.004 |    -1.454 |   -0.9335 |   -0.9181 |
+#> |.....................|    -1.110 |    -1.055 |   -0.1890 |   -0.9199 |
+#> |.....................|   -0.7277 |    -1.096 |   -0.5056 |   -0.8754 |
+#> |.....................|    -1.085 |  -0.03307 |...........|...........|
+#> |    U|     479.08947 |     91.37 |    -5.654 |   -0.9105 |    -2.180 |
+#> |.....................|    -4.722 |    0.3808 |     1.115 |   0.05715 |
+#> |.....................|    0.8401 |    0.7021 |     1.611 |    0.9522 |
+#> |.....................|    0.6809 |     2.226 |...........|...........|
+#> |    X|     479.08947 |     91.37 |  0.003504 |    0.2869 |    0.1130 |
+#> |.....................|  0.008893 |    0.5941 |     1.115 |   0.05715 |
+#> |.....................|    0.8401 |    0.7021 |     1.611 |    0.9522 |
+#> |.....................|    0.6809 |     2.226 |...........|...........|
+#> |    F| Forward Diff. |   -0.8529 |    0.5679 | -0.006947 | -0.009666 |
+#> |.....................|    0.2263 |  -0.09399 |    0.7582 |    0.6848 |
+#> |.....................|   -0.3382 |    -1.232 |    0.7736 |   -0.3452 |
+#> |.....................|   -0.1950 |   -0.3796 |...........|...........|
+#> |  124|     479.08673 |     1.005 |    -1.456 |   -0.9331 |   -0.9181 |
+#> |.....................|    -1.111 |    -1.054 |   -0.1901 |   -0.9198 |
+#> |.....................|   -0.7269 |    -1.095 |   -0.5060 |   -0.8751 |
+#> |.....................|    -1.085 |  -0.03242 |...........|...........|
+#> |    U|     479.08673 |     91.42 |    -5.656 |   -0.9102 |    -2.180 |
+#> |.....................|    -4.723 |    0.3808 |     1.114 |   0.05716 |
+#> |.....................|    0.8406 |    0.7030 |     1.611 |    0.9525 |
+#> |.....................|    0.6810 |     2.227 |...........|...........|
+#> |    X|     479.08673 |     91.42 |  0.003498 |    0.2870 |    0.1130 |
+#> |.....................|  0.008887 |    0.5941 |     1.114 |   0.05716 |
+#> |.....................|    0.8406 |    0.7030 |     1.611 |    0.9525 |
+#> |.....................|    0.6810 |     2.227 |...........|...........|
+#> |    F| Forward Diff. |     4.055 |    0.5667 |   0.07240 |  -0.01542 |
+#> |.....................|    0.2241 |   -0.1033 |    0.7160 |    0.6904 |
+#> |.....................|   -0.3260 |    -1.123 |    0.7675 |    0.1856 |
+#> |.....................|    0.1986 |   -0.4973 |...........|...........|
+#> |  125|     479.08385 |     1.004 |    -1.457 |   -0.9328 |   -0.9181 |
+#> |.....................|    -1.112 |    -1.054 |   -0.1908 |   -0.9191 |
+#> |.....................|   -0.7261 |    -1.095 |   -0.5059 |   -0.8749 |
+#> |.....................|    -1.085 |  -0.03140 |...........|...........|
+#> |    U|     479.08385 |     91.37 |    -5.657 |   -0.9100 |    -2.180 |
+#> |.....................|    -4.724 |    0.3808 |     1.114 |   0.05718 |
+#> |.....................|    0.8412 |    0.7034 |     1.611 |    0.9527 |
+#> |.....................|    0.6808 |     2.228 |...........|...........|
+#> |    X|     479.08385 |     91.37 |  0.003491 |    0.2870 |    0.1130 |
+#> |.....................|  0.008879 |    0.5941 |     1.114 |   0.05718 |
+#> |.....................|    0.8412 |    0.7034 |     1.611 |    0.9527 |
+#> |.....................|    0.6808 |     2.228 |...........|...........|
+#> |    F| Forward Diff. |   -0.7735 |    0.5583 |   0.01997 | -0.008335 |
+#> |.....................|    0.2243 |  -0.08958 |    0.6952 |    0.6337 |
+#> |.....................|   -0.3199 |    -1.102 |    0.8222 |    0.2014 |
+#> |.....................|    0.2310 |   -0.4538 |...........|...........|
+#> |  126|     479.08143 |     1.005 |    -1.459 |   -0.9328 |   -0.9181 |
+#> |.....................|    -1.112 |    -1.054 |   -0.1918 |   -0.9191 |
+#> |.....................|   -0.7254 |    -1.094 |   -0.5066 |   -0.8749 |
+#> |.....................|    -1.086 |  -0.03018 |...........|...........|
+#> |    U|     479.08143 |     91.42 |    -5.659 |   -0.9100 |    -2.180 |
+#> |.....................|    -4.725 |    0.3810 |     1.113 |   0.05718 |
+#> |.....................|    0.8417 |    0.7042 |     1.610 |    0.9527 |
+#> |.....................|    0.6804 |     2.230 |...........|...........|
+#> |    X|     479.08143 |     91.42 |  0.003486 |    0.2870 |    0.1130 |
+#> |.....................|  0.008874 |    0.5941 |     1.113 |   0.05718 |
+#> |.....................|    0.8417 |    0.7042 |     1.610 |    0.9527 |
+#> |.....................|    0.6804 |     2.230 |...........|...........|
+#> |    F| Forward Diff. |     4.589 |    0.5568 |   0.08446 |  -0.01637 |
+#> |.....................|    0.2217 |  -0.09943 |    0.6530 |    0.6713 |
+#> |.....................|   -0.3160 |    -1.044 |    0.6971 |   -0.3035 |
+#> |.....................|   -0.2323 |   -0.3746 |...........|...........|
+#> |  127|     479.07858 |     1.004 |    -1.461 |   -0.9326 |   -0.9181 |
+#> |.....................|    -1.113 |    -1.054 |   -0.1923 |   -0.9184 |
+#> |.....................|   -0.7246 |    -1.093 |   -0.5066 |   -0.8747 |
+#> |.....................|    -1.086 |  -0.02916 |...........|...........|
+#> |    U|     479.07858 |     91.36 |    -5.661 |   -0.9098 |    -2.181 |
+#> |.....................|    -4.725 |    0.3811 |     1.113 |   0.05720 |
+#> |.....................|    0.8423 |    0.7045 |     1.610 |    0.9529 |
+#> |.....................|    0.6802 |     2.231 |...........|...........|
+#> |    X|     479.07858 |     91.36 |  0.003479 |    0.2870 |    0.1130 |
+#> |.....................|  0.008866 |    0.5941 |     1.113 |   0.05720 |
+#> |.....................|    0.8423 |    0.7045 |     1.610 |    0.9529 |
+#> |.....................|    0.6802 |     2.231 |...........|...........|
+#> |    F| Forward Diff. |    -1.147 |    0.5485 |   0.01974 | -0.006990 |
+#> |.....................|    0.2231 |  -0.08394 |    0.6583 |    0.6424 |
+#> |.....................|   -0.3232 |    -1.114 |    0.8219 |    0.1886 |
+#> |.....................|    0.1911 |   -0.3375 |...........|...........|
+#> |  128|     479.07618 |     1.004 |    -1.463 |   -0.9323 |   -0.9182 |
+#> |.....................|    -1.114 |    -1.054 |   -0.1929 |   -0.9181 |
+#> |.....................|   -0.7237 |    -1.093 |   -0.5068 |   -0.8746 |
+#> |.....................|    -1.086 |  -0.02850 |...........|...........|
+#> |    U|     479.07618 |     91.40 |    -5.663 |   -0.9095 |    -2.181 |
+#> |.....................|    -4.726 |    0.3811 |     1.113 |   0.05721 |
+#> |.....................|    0.8430 |    0.7050 |     1.610 |    0.9530 |
+#> |.....................|    0.6800 |     2.232 |...........|...........|
+#> |    X|     479.07618 |     91.40 |  0.003472 |    0.2871 |    0.1130 |
+#> |.....................|  0.008858 |    0.5941 |     1.113 |   0.05721 |
+#> |.....................|    0.8430 |    0.7050 |     1.610 |    0.9530 |
+#> |.....................|    0.6800 |     2.232 |...........|...........|
+#> |    F| Forward Diff. |     2.586 |    0.5458 |   0.07904 |  -0.01251 |
+#> |.....................|    0.2203 |  -0.08960 |    0.6458 |    0.6586 |
+#> |.....................|   -0.3031 |   -0.9906 |    0.7687 |    0.2646 |
+#> |.....................|    0.1721 |   -0.3284 |...........|...........|
+#> |  129|     479.07405 |     1.004 |    -1.465 |   -0.9322 |   -0.9183 |
+#> |.....................|    -1.115 |    -1.053 |   -0.1937 |   -0.9179 |
+#> |.....................|   -0.7228 |    -1.093 |   -0.5070 |   -0.8747 |
+#> |.....................|    -1.087 |  -0.02798 |...........|...........|
+#> |    U|     479.07405 |     91.36 |    -5.665 |   -0.9094 |    -2.181 |
+#> |.....................|    -4.727 |    0.3813 |     1.113 |   0.05721 |
+#> |.....................|    0.8437 |    0.7050 |     1.610 |    0.9529 |
+#> |.....................|    0.6797 |     2.233 |...........|...........|
+#> |    X|     479.07405 |     91.36 |  0.003465 |    0.2871 |    0.1130 |
+#> |.....................|  0.008850 |    0.5942 |     1.113 |   0.05721 |
+#> |.....................|    0.8437 |    0.7050 |     1.610 |    0.9529 |
+#> |.....................|    0.6797 |     2.233 |...........|...........|
+#> |    F| Forward Diff. |    -1.296 |    0.5389 |   0.03360 | -0.006173 |
+#> |.....................|    0.2208 |  -0.07255 |    0.6853 |    0.5995 |
+#> |.....................|   -0.2906 |    -1.015 |    0.7685 |    0.2327 |
+#> |.....................|    0.1765 |   -0.3245 |...........|...........|
+#> |  130|     479.07209 |     1.004 |    -1.467 |   -0.9321 |   -0.9183 |
+#> |.....................|    -1.116 |    -1.053 |   -0.1949 |   -0.9178 |
+#> |.....................|   -0.7220 |    -1.093 |   -0.5073 |   -0.8750 |
+#> |.....................|    -1.087 |  -0.02746 |...........|...........|
+#> |    U|     479.07209 |     91.39 |    -5.667 |   -0.9093 |    -2.181 |
+#> |.....................|    -4.728 |    0.3814 |     1.112 |   0.05721 |
+#> |.....................|    0.8442 |    0.7050 |     1.609 |    0.9526 |
+#> |.....................|    0.6796 |     2.233 |...........|...........|
+#> |    X|     479.07209 |     91.39 |  0.003458 |    0.2871 |    0.1130 |
+#> |.....................|  0.008841 |    0.5942 |     1.112 |   0.05721 |
+#> |.....................|    0.8442 |    0.7050 |     1.609 |    0.9526 |
+#> |.....................|    0.6796 |     2.233 |...........|...........|
+#> |    F| Forward Diff. |     2.160 |    0.5372 |   0.08826 |  -0.01153 |
+#> |.....................|    0.2184 |  -0.07756 |    0.6386 |    0.6404 |
+#> |.....................|   -0.2977 |   -0.9812 |    0.7463 |    0.2047 |
+#> |.....................|    0.1647 |   -0.3238 |...........|...........|
+#> |  131|     479.07029 |     1.004 |    -1.469 |   -0.9320 |   -0.9184 |
+#> |.....................|    -1.117 |    -1.053 |   -0.1960 |   -0.9175 |
+#> |.....................|   -0.7213 |    -1.093 |   -0.5075 |   -0.8752 |
+#> |.....................|    -1.087 |  -0.02689 |...........|...........|
+#> |    U|     479.07029 |     91.35 |    -5.669 |   -0.9092 |    -2.181 |
+#> |.....................|    -4.729 |    0.3815 |     1.112 |   0.05722 |
+#> |.....................|    0.8447 |    0.7049 |     1.609 |    0.9524 |
+#> |.....................|    0.6795 |     2.234 |...........|...........|
+#> |    X|     479.07029 |     91.35 |  0.003451 |    0.2872 |    0.1130 |
+#> |.....................|  0.008833 |    0.5942 |     1.112 |   0.05722 |
+#> |.....................|    0.8447 |    0.7049 |     1.609 |    0.9524 |
+#> |.....................|    0.6795 |     2.234 |...........|...........|
+#> |    F| Forward Diff. |    -1.487 |    0.5301 |   0.04502 | -0.006786 |
+#> |.....................|    0.2180 |  -0.06576 |    0.6433 |    0.5523 |
+#> |.....................|   -0.2822 |    -1.039 |     1.637 |   -0.2973 |
+#> |.....................|   -0.2152 |   -0.3175 |...........|...........|
+#> |  132|     479.06833 |     1.004 |    -1.471 |   -0.9316 |   -0.9185 |
+#> |.....................|    -1.118 |    -1.053 |   -0.1965 |   -0.9170 |
+#> |.....................|   -0.7207 |    -1.093 |   -0.5082 |   -0.8751 |
+#> |.....................|    -1.087 |  -0.02616 |...........|...........|
+#> |    U|     479.06833 |     91.38 |    -5.671 |   -0.9088 |    -2.181 |
+#> |.....................|    -4.730 |    0.3814 |     1.111 |   0.05724 |
+#> |.....................|    0.8452 |    0.7048 |     1.608 |    0.9525 |
+#> |.....................|    0.6792 |     2.235 |...........|...........|
+#> |    X|     479.06833 |     91.38 |  0.003444 |    0.2872 |    0.1129 |
+#> |.....................|  0.008825 |    0.5942 |     1.111 |   0.05724 |
+#> |.....................|    0.8452 |    0.7048 |     1.608 |    0.9525 |
+#> |.....................|    0.6792 |     2.235 |...........|...........|
+#> |    F| Forward Diff. |    0.6466 |    0.5255 |   0.09166 |  -0.01288 |
+#> |.....................|    0.2142 |  -0.07904 |    0.5622 |    0.5865 |
+#> |.....................|   -0.2779 |    -1.008 |    0.7011 |    0.1998 |
+#> |.....................|    0.1404 |   -0.3181 |...........|...........|
+#> |  133|     479.06868 |     1.003 |    -1.472 |   -0.9317 |   -0.9185 |
+#> |.....................|    -1.118 |    -1.053 |   -0.1973 |   -0.9180 |
+#> |.....................|   -0.7202 |    -1.092 |   -0.5093 |   -0.8754 |
+#> |.....................|    -1.087 |  -0.02567 |...........|...........|
+#> |    U|     479.06868 |     91.29 |    -5.672 |   -0.9090 |    -2.181 |
+#> |.....................|    -4.731 |    0.3814 |     1.111 |   0.05721 |
+#> |.....................|    0.8455 |    0.7062 |     1.607 |    0.9522 |
+#> |.....................|    0.6790 |     2.235 |...........|...........|
+#> |    X|     479.06868 |     91.29 |  0.003441 |    0.2872 |    0.1129 |
+#> |.....................|  0.008822 |    0.5942 |     1.111 |   0.05721 |
+#> |.....................|    0.8455 |    0.7062 |     1.607 |    0.9522 |
+#> |.....................|    0.6790 |     2.235 |...........|...........|
+#> |  134|     479.06735 |     1.004 |    -1.472 |   -0.9316 |   -0.9185 |
+#> |.....................|    -1.118 |    -1.053 |   -0.1969 |   -0.9175 |
+#> |.....................|   -0.7205 |    -1.092 |   -0.5087 |   -0.8753 |
+#> |.....................|    -1.087 |  -0.02593 |...........|...........|
+#> |    U|     479.06735 |     91.33 |    -5.672 |   -0.9089 |    -2.181 |
+#> |.....................|    -4.730 |    0.3814 |     1.111 |   0.05722 |
+#> |.....................|    0.8453 |    0.7054 |     1.608 |    0.9523 |
+#> |.....................|    0.6791 |     2.235 |...........|...........|
+#> |    X|     479.06735 |     91.33 |  0.003443 |    0.2872 |    0.1129 |
+#> |.....................|  0.008823 |    0.5942 |     1.111 |   0.05722 |
+#> |.....................|    0.8453 |    0.7054 |     1.608 |    0.9523 |
+#> |.....................|    0.6791 |     2.235 |...........|...........|
+#> |    F| Forward Diff. |    -3.476 |    0.5223 |   0.03269 | -0.003763 |
+#> |.....................|    0.2173 |  -0.06616 |    0.5281 |    0.5229 |
+#> |.....................|   -0.3041 |    -1.023 |     1.607 |   -0.2773 |
+#> |.....................|   -0.2325 |   -0.3192 |...........|...........|
+#> |  135|     479.06543 |     1.004 |    -1.472 |   -0.9319 |   -0.9185 |
+#> |.....................|    -1.118 |    -1.053 |   -0.1968 |   -0.9175 |
+#> |.....................|   -0.7201 |    -1.092 |   -0.5088 |   -0.8751 |
+#> |.....................|    -1.088 |  -0.02567 |...........|...........|
+#> |    U|     479.06543 |     91.36 |    -5.672 |   -0.9091 |    -2.181 |
+#> |.....................|    -4.731 |    0.3815 |     1.111 |   0.05722 |
+#> |.....................|    0.8456 |    0.7056 |     1.608 |    0.9525 |
+#> |.....................|    0.6790 |     2.235 |...........|...........|
+#> |    X|     479.06543 |     91.36 |  0.003439 |    0.2872 |    0.1129 |
+#> |.....................|  0.008820 |    0.5942 |     1.111 |   0.05722 |
+#> |.....................|    0.8456 |    0.7056 |     1.608 |    0.9525 |
+#> |.....................|    0.6790 |     2.235 |...........|...........|
+#> |  136|     479.06390 |     1.004 |    -1.474 |   -0.9324 |   -0.9185 |
+#> |.....................|    -1.119 |    -1.053 |   -0.1965 |   -0.9174 |
+#> |.....................|   -0.7194 |    -1.092 |   -0.5089 |   -0.8750 |
+#> |.....................|    -1.088 |  -0.02528 |...........|...........|
+#> |    U|      479.0639 |     91.36 |    -5.674 |   -0.9095 |    -2.181 |
+#> |.....................|    -4.732 |    0.3816 |     1.111 |   0.05723 |
+#> |.....................|    0.8461 |    0.7059 |     1.607 |    0.9526 |
+#> |.....................|    0.6786 |     2.236 |...........|...........|
+#> |    X|      479.0639 |     91.36 |  0.003434 |    0.2871 |    0.1129 |
+#> |.....................|  0.008813 |    0.5943 |     1.111 |   0.05723 |
+#> |.....................|    0.8461 |    0.7059 |     1.607 |    0.9526 |
+#> |.....................|    0.6786 |     2.236 |...........|...........|
+#> |  137|     479.05708 |     1.004 |    -1.481 |   -0.9346 |   -0.9186 |
+#> |.....................|    -1.123 |    -1.051 |   -0.1952 |   -0.9171 |
+#> |.....................|   -0.7164 |    -1.090 |   -0.5089 |   -0.8741 |
+#> |.....................|    -1.090 |  -0.02338 |...........|...........|
+#> |    U|     479.05708 |     91.37 |    -5.681 |   -0.9115 |    -2.181 |
+#> |.....................|    -4.735 |    0.3824 |     1.112 |   0.05724 |
+#> |.....................|    0.8483 |    0.7072 |     1.607 |    0.9535 |
+#> |.....................|    0.6769 |     2.238 |...........|...........|
+#> |    X|     479.05708 |     91.37 |  0.003409 |    0.2867 |    0.1129 |
+#> |.....................|  0.008783 |    0.5944 |     1.112 |   0.05724 |
+#> |.....................|    0.8483 |    0.7072 |     1.607 |    0.9535 |
+#> |.....................|    0.6769 |     2.238 |...........|...........|
+#> |  138|     479.03987 |     1.004 |    -1.510 |   -0.9434 |   -0.9188 |
+#> |.....................|    -1.136 |    -1.045 |   -0.1899 |   -0.9157 |
+#> |.....................|   -0.7043 |    -1.085 |   -0.5092 |   -0.8705 |
+#> |.....................|    -1.098 |  -0.01577 |...........|...........|
+#> |    U|     479.03987 |     91.37 |    -5.710 |   -0.9193 |    -2.181 |
+#> |.....................|    -4.749 |    0.3852 |     1.114 |   0.05728 |
+#> |.....................|    0.8571 |    0.7123 |     1.607 |    0.9569 |
+#> |.....................|    0.6702 |     2.247 |...........|...........|
+#> |    X|     479.03987 |     91.37 |  0.003311 |    0.2851 |    0.1129 |
+#> |.....................|  0.008662 |    0.5951 |     1.114 |   0.05728 |
+#> |.....................|    0.8571 |    0.7123 |     1.607 |    0.9569 |
+#> |.....................|    0.6702 |     2.247 |...........|...........|
+#> |    F| Forward Diff. |   -0.3651 |    0.4285 |   -0.5283 | -0.001988 |
+#> |.....................|    0.1991 |   0.06799 |    0.8278 |    0.7155 |
+#> |.....................|   -0.2362 |   -0.3851 |    0.6274 |    0.1204 |
+#> |.....................|   -0.9270 |   -0.3308 |...........|...........|
+#> |  139|     479.01407 |     1.005 |    -1.553 |   -0.9371 |   -0.9187 |
+#> |.....................|    -1.158 |    -1.041 |   -0.1978 |   -0.9162 |
+#> |.....................|   -0.6881 |    -1.086 |   -0.5088 |   -0.8721 |
+#> |.....................|    -1.097 |  -0.01436 |...........|...........|
+#> |    U|     479.01407 |     91.44 |    -5.753 |   -0.9138 |    -2.181 |
+#> |.....................|    -4.770 |    0.3869 |     1.111 |   0.05726 |
+#> |.....................|    0.8690 |    0.7117 |     1.608 |    0.9554 |
+#> |.....................|    0.6704 |     2.249 |...........|...........|
+#> |    X|     479.01407 |     91.44 |  0.003172 |    0.2862 |    0.1129 |
+#> |.....................|  0.008479 |    0.5955 |     1.111 |   0.05726 |
+#> |.....................|    0.8690 |    0.7117 |     1.608 |    0.9554 |
+#> |.....................|    0.6704 |     2.249 |...........|...........|
+#> |    F| Forward Diff. |     7.322 |    0.3385 |  -0.09736 | -0.005783 |
+#> |.....................|    0.1607 |    0.1322 |    0.5556 |    0.5176 |
+#> |.....................|   -0.1562 |   -0.2690 |     1.549 |  -0.03161 |
+#> |.....................|   -0.8578 |   -0.3240 |...........|...........|
+#> |  140|     478.99946 |     1.003 |    -1.595 |   -0.9294 |   -0.9194 |
+#> |.....................|    -1.179 |    -1.045 |   -0.1992 |   -0.9136 |
+#> |.....................|   -0.6715 |    -1.093 |   -0.5132 |   -0.8724 |
+#> |.....................|    -1.100 | -0.009543 |...........|...........|
+#> |    U|     478.99946 |     91.31 |    -5.795 |   -0.9069 |    -2.182 |
+#> |.....................|    -4.791 |    0.3851 |     1.110 |   0.05734 |
+#> |.....................|    0.8811 |    0.7049 |     1.602 |    0.9551 |
+#> |.....................|    0.6678 |     2.255 |...........|...........|
+#> |    X|     478.99946 |     91.31 |  0.003042 |    0.2876 |    0.1128 |
+#> |.....................|  0.008303 |    0.5951 |     1.110 |   0.05734 |
+#> |.....................|    0.8811 |    0.7049 |     1.602 |    0.9551 |
+#> |.....................|    0.6678 |     2.255 |...........|...........|
+#> |    F| Forward Diff. |    -5.440 |    0.2525 |    0.1677 |  0.001517 |
+#> |.....................|    0.1272 |   0.05864 |    0.6253 |    0.4352 |
+#> |.....................|   -0.1457 |   -0.7321 |     1.353 | 0.0009973 |
+#> |.....................|    -1.018 |   -0.3498 |...........|...........|
+#> |  141|     479.00064 |     1.004 |    -1.626 |   -0.9429 |   -0.9240 |
+#> |.....................|    -1.201 |    -1.064 |   -0.2165 |   -0.9169 |
+#> |.....................|   -0.6612 |    -1.100 |   -0.5189 |   -0.8809 |
+#> |.....................|    -1.100 | -0.001744 |...........|...........|
+#> |    U|     479.00064 |     91.38 |    -5.826 |   -0.9189 |    -2.186 |
+#> |.....................|    -4.814 |    0.3763 |     1.103 |   0.05724 |
+#> |.....................|    0.8887 |    0.6986 |     1.596 |    0.9470 |
+#> |.....................|    0.6683 |     2.264 |...........|...........|
+#> |    X|     479.00064 |     91.38 |  0.002950 |    0.2852 |    0.1123 |
+#> |.....................|  0.008117 |    0.5930 |     1.103 |   0.05724 |
+#> |.....................|    0.8887 |    0.6986 |     1.596 |    0.9470 |
+#> |.....................|    0.6683 |     2.264 |...........|...........|
+#> |  142|     478.99385 |     1.004 |    -1.610 |   -0.9359 |   -0.9216 |
+#> |.....................|    -1.190 |    -1.054 |   -0.2077 |   -0.9152 |
+#> |.....................|   -0.6665 |    -1.096 |   -0.5161 |   -0.8765 |
+#> |.....................|    -1.100 | -0.005738 |...........|...........|
+#> |    U|     478.99385 |     91.39 |    -5.810 |   -0.9127 |    -2.184 |
+#> |.....................|    -4.802 |    0.3808 |     1.107 |   0.05729 |
+#> |.....................|    0.8848 |    0.7019 |     1.599 |    0.9512 |
+#> |.....................|    0.6681 |     2.260 |...........|...........|
+#> |    X|     478.99385 |     91.39 |  0.002997 |    0.2864 |    0.1126 |
+#> |.....................|  0.008212 |    0.5941 |     1.107 |   0.05729 |
+#> |.....................|    0.8848 |    0.7019 |     1.599 |    0.9512 |
+#> |.....................|    0.6681 |     2.260 |...........|...........|
+#> |    F| Forward Diff. |     2.499 |    0.2382 |  -0.03703 |  -0.03958 |
+#> |.....................|   0.09629 |   -0.2111 |    0.3210 |    0.2393 |
+#> |.....................|   -0.1233 |   -0.7892 |     1.126 |   -0.4047 |
+#> |.....................|    -1.051 |   -0.3984 |...........|...........|
+#> |  143|     478.98455 |     1.004 |    -1.625 |   -0.9347 |   -0.9200 |
+#> |.....................|    -1.200 |    -1.054 |   -0.2131 |   -0.9088 |
+#> |.....................|   -0.6653 |    -1.094 |   -0.5167 |   -0.8757 |
+#> |.....................|    -1.099 |  0.008183 |...........|...........|
+#> |    U|     478.98455 |     91.36 |    -5.825 |   -0.9116 |    -2.182 |
+#> |.....................|    -4.813 |    0.3812 |     1.105 |   0.05748 |
+#> |.....................|    0.8857 |    0.7042 |     1.598 |    0.9520 |
+#> |.....................|    0.6689 |     2.277 |...........|...........|
+#> |    X|     478.98455 |     91.36 |  0.002951 |    0.2867 |    0.1128 |
+#> |.....................|  0.008125 |    0.5942 |     1.105 |   0.05748 |
+#> |.....................|    0.8857 |    0.7042 |     1.598 |    0.9520 |
+#> |.....................|    0.6689 |     2.277 |...........|...........|
+#> |    F| Forward Diff. |   -0.2799 |    0.1926 |  -0.02074 |  -0.02333 |
+#> |.....................|   0.08052 |   -0.1468 |    0.2817 |    0.3348 |
+#> |.....................|   -0.1470 |   -0.6425 |     1.062 |   -0.3208 |
+#> |.....................|   -0.8181 |   -0.3186 |...........|...........|
+#> |  144|     478.97736 |     1.005 |    -1.639 |   -0.9325 |   -0.9174 |
+#> |.....................|    -1.210 |    -1.043 |   -0.2100 |   -0.9166 |
+#> |.....................|   -0.6557 |    -1.093 |   -0.5206 |   -0.8754 |
+#> |.....................|    -1.097 |   0.01446 |...........|...........|
+#> |    U|     478.97736 |     91.42 |    -5.839 |   -0.9097 |    -2.180 |
+#> |.....................|    -4.822 |    0.3861 |     1.106 |   0.05725 |
+#> |.....................|    0.8927 |    0.7053 |     1.594 |    0.9522 |
+#> |.....................|    0.6711 |     2.284 |...........|...........|
+#> |    X|     478.97736 |     91.42 |  0.002912 |    0.2871 |    0.1131 |
+#> |.....................|  0.008047 |    0.5953 |     1.106 |   0.05725 |
+#> |.....................|    0.8927 |    0.7053 |     1.594 |    0.9522 |
+#> |.....................|    0.6711 |     2.284 |...........|...........|
+#> |    F| Forward Diff. |     5.719 |    0.1644 |    0.1764 | 0.0002018 |
+#> |.....................|   0.06754 |    0.1935 |  -0.08189 |   -0.1310 |
+#> |.....................|  -0.08678 |    -2.826 |    0.8338 |   -0.2552 |
+#> |.....................|   -0.4561 |   -0.1956 |...........|...........|
+#> |  145|     478.97194 |     1.004 |    -1.652 |   -0.9304 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2044 |   -0.9254 |
+#> |.....................|   -0.6443 |    -1.087 |   -0.5238 |   -0.8740 |
+#> |.....................|    -1.092 |   0.01749 |...........|...........|
+#> |    U|     478.97194 |     91.40 |    -5.852 |   -0.9078 |    -2.178 |
+#> |.....................|    -4.833 |    0.3880 |     1.108 |   0.05699 |
+#> |.....................|    0.9010 |    0.7106 |     1.590 |    0.9536 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97194 |     91.40 |  0.002874 |    0.2875 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05699 |
+#> |.....................|    0.9010 |    0.7106 |     1.590 |    0.9536 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    F| Forward Diff. |     2.925 |    0.1117 |    0.2312 |   0.02461 |
+#> |.....................|   0.04286 |    0.3818 |    0.1548 |   -0.1592 |
+#> |.....................|  -0.04325 |   -0.1382 |    0.7430 |   -0.2262 |
+#> |.....................|  -0.01070 |   -0.1316 |...........|...........|
+#> |  146|     479.08778 |    0.9990 |    -1.662 |   -0.9298 |   -0.9158 |
+#> |.....................|    -1.224 |    -1.050 |   -0.2095 |   -0.9175 |
+#> |.....................|   -0.6325 |    -1.087 |   -0.5258 |   -0.8715 |
+#> |.....................|    -1.094 |   0.02816 |...........|...........|
+#> |    U|     479.08778 |     90.91 |    -5.862 |   -0.9073 |    -2.178 |
+#> |.....................|    -4.836 |    0.3828 |     1.106 |   0.05722 |
+#> |.....................|    0.9096 |    0.7103 |     1.587 |    0.9559 |
+#> |.....................|    0.6733 |     2.301 |...........|...........|
+#> |    X|     479.08778 |     90.91 |  0.002845 |    0.2876 |    0.1132 |
+#> |.....................|  0.007936 |    0.5946 |     1.106 |   0.05722 |
+#> |.....................|    0.9096 |    0.7103 |     1.587 |    0.9559 |
+#> |.....................|    0.6733 |     2.301 |...........|...........|
+#> |  147|     478.99303 |     1.002 |    -1.652 |   -0.9306 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2045 |   -0.9253 |
+#> |.....................|   -0.6442 |    -1.087 |   -0.5244 |   -0.8738 |
+#> |.....................|    -1.092 |   0.01760 |...........|...........|
+#> |    U|     478.99303 |     91.18 |    -5.852 |   -0.9080 |    -2.178 |
+#> |.....................|    -4.833 |    0.3879 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7107 |     1.589 |    0.9537 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.99303 |     91.18 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7107 |     1.589 |    0.9537 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |  148|     478.97158 |     1.004 |    -1.652 |   -0.9304 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2044 |   -0.9254 |
+#> |.....................|   -0.6443 |    -1.087 |   -0.5239 |   -0.8740 |
+#> |.....................|    -1.092 |   0.01751 |...........|...........|
+#> |    U|     478.97158 |     91.37 |    -5.852 |   -0.9078 |    -2.178 |
+#> |.....................|    -4.833 |    0.3880 |     1.108 |   0.05699 |
+#> |.....................|    0.9010 |    0.7106 |     1.590 |    0.9536 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97158 |     91.37 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05699 |
+#> |.....................|    0.9010 |    0.7106 |     1.590 |    0.9536 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    F| Forward Diff. |   -0.1518 |    0.1094 |    0.1916 |   0.02921 |
+#> |.....................|   0.04385 |    0.3896 |   -0.2077 |   -0.4379 |
+#> |.....................|  -0.03471 |    -2.421 |    0.7262 |   -0.1589 |
+#> |.....................|   0.01110 |   -0.1305 |...........|...........|
+#> |  149|     478.97152 |     1.004 |    -1.652 |   -0.9304 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2044 |   -0.9254 |
+#> |.....................|   -0.6443 |    -1.086 |   -0.5240 |   -0.8739 |
+#> |.....................|    -1.092 |   0.01753 |...........|...........|
+#> |    U|     478.97152 |     91.37 |    -5.852 |   -0.9078 |    -2.178 |
+#> |.....................|    -4.833 |    0.3880 |     1.108 |   0.05699 |
+#> |.....................|    0.9010 |    0.7109 |     1.590 |    0.9536 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97152 |     91.37 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05699 |
+#> |.....................|    0.9010 |    0.7109 |     1.590 |    0.9536 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    C| Central Diff. |   -0.2246 |    0.1050 |    0.1574 |   0.02036 |
+#> |.....................|   0.04103 |    0.3470 |   -0.3387 |   -0.1919 |
+#> |.....................|   -0.1172 |   -0.1870 |    0.6243 |   -0.2341 |
+#> |.....................|  -0.06769 |   -0.1265 |...........|...........|
+#> |  150|     478.97142 |     1.004 |    -1.652 |   -0.9305 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2042 |   -0.9253 |
+#> |.....................|   -0.6442 |    -1.086 |   -0.5242 |   -0.8739 |
+#> |.....................|    -1.092 |   0.01757 |...........|...........|
+#> |    U|     478.97142 |     91.38 |    -5.852 |   -0.9079 |    -2.178 |
+#> |.....................|    -4.833 |    0.3879 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7110 |     1.589 |    0.9537 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97142 |     91.38 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7110 |     1.589 |    0.9537 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    C| Central Diff. |    0.5593 |    0.1052 |    0.1640 |   0.01900 |
+#> |.....................|   0.04052 |    0.3419 |   -0.3227 |   -0.1646 |
+#> |.....................|   -0.1158 |   -0.1768 |    0.1839 |   -0.2151 |
+#> |.....................|  -0.04116 |   -0.1006 |...........|...........|
+#> |  151|     478.97143 |     1.004 |    -1.652 |   -0.9306 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2041 |   -0.9252 |
+#> |.....................|   -0.6442 |    -1.086 |   -0.5243 |   -0.8738 |
+#> |.....................|    -1.092 |   0.01761 |...........|...........|
+#> |    U|     478.97143 |     91.36 |    -5.852 |   -0.9079 |    -2.178 |
+#> |.....................|    -4.833 |    0.3879 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7110 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97143 |     91.36 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7110 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |  152|     478.97137 |     1.004 |    -1.652 |   -0.9305 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2042 |   -0.9253 |
+#> |.....................|   -0.6442 |    -1.086 |   -0.5242 |   -0.8738 |
+#> |.....................|    -1.092 |   0.01759 |...........|...........|
+#> |    U|     478.97137 |     91.37 |    -5.852 |   -0.9079 |    -2.178 |
+#> |.....................|    -4.833 |    0.3879 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7110 |     1.589 |    0.9537 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97137 |     91.37 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9011 |    0.7110 |     1.589 |    0.9537 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    C| Central Diff. |   -0.4660 |    0.1043 |    0.1497 |   0.02048 |
+#> |.....................|   0.04080 |    0.3434 |   -0.3050 |   -0.1804 |
+#> |.....................|   -0.2015 |    -1.954 |    0.1460 |   -0.2263 |
+#> |.....................|  -0.03239 |   -0.1147 |...........|...........|
+#> |  153|     478.97135 |     1.004 |    -1.652 |   -0.9305 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2041 |   -0.9253 |
+#> |.....................|   -0.6441 |    -1.086 |   -0.5242 |   -0.8738 |
+#> |.....................|    -1.092 |   0.01760 |...........|...........|
+#> |    U|     478.97135 |     91.36 |    -5.852 |   -0.9079 |    -2.178 |
+#> |.....................|    -4.833 |    0.3879 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7110 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97135 |     91.36 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7110 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    C| Central Diff. |   -0.8144 |    0.1038 |    0.1446 |   0.02101 |
+#> |.....................|   0.04083 |    0.3431 |   -0.3133 |   -0.1844 |
+#> |.....................|  -0.05440 |    -1.096 |    0.1463 |   -0.2004 |
+#> |.....................|    0.2780 |   -0.1269 |...........|...........|
+#> |  154|     478.97125 |     1.004 |    -1.652 |   -0.9305 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2041 |   -0.9252 |
+#> |.....................|   -0.6441 |    -1.086 |   -0.5243 |   -0.8738 |
+#> |.....................|    -1.092 |   0.01762 |...........|...........|
+#> |    U|     478.97125 |     91.37 |    -5.852 |   -0.9079 |    -2.178 |
+#> |.....................|    -4.833 |    0.3879 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7111 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97125 |     91.37 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7111 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    C| Central Diff. |   0.03985 |    0.1039 |    0.1540 |   0.01970 |
+#> |.....................|   0.04056 |    0.3392 |   -0.3415 |   -0.1666 |
+#> |.....................|   -0.1386 |   -0.1574 |   0.08901 |   -0.2003 |
+#> |.....................|  -0.04000 |   -0.1187 |...........|...........|
+#> |  155|     478.97118 |     1.004 |    -1.652 |   -0.9306 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2040 |   -0.9252 |
+#> |.....................|   -0.6440 |    -1.086 |   -0.5243 |   -0.8737 |
+#> |.....................|    -1.092 |   0.01765 |...........|...........|
+#> |    U|     478.97118 |     91.37 |    -5.852 |   -0.9080 |    -2.178 |
+#> |.....................|    -4.833 |    0.3878 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7112 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97118 |     91.37 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7112 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    C| Central Diff. |  -0.05720 |    0.1036 |    0.1507 |   0.01972 |
+#> |.....................|   0.04048 |    0.3375 |   -0.2940 |   -0.1684 |
+#> |.....................|   -0.1979 |    -1.920 |    0.1339 |   -0.2027 |
+#> |.....................|  -0.04399 |   -0.1216 |...........|...........|
+#> |  156|     478.97118 |     1.004 |    -1.652 |   -0.9306 |   -0.9153 |
+#> |.....................|    -1.221 |    -1.039 |   -0.2040 |   -0.9252 |
+#> |.....................|   -0.6440 |    -1.086 |   -0.5243 |   -0.8737 |
+#> |.....................|    -1.092 |   0.01765 |...........|...........|
+#> |    U|     478.97118 |     91.37 |    -5.852 |   -0.9080 |    -2.178 |
+#> |.....................|    -4.833 |    0.3878 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7112 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
+#> |    X|     478.97118 |     91.37 |  0.002874 |    0.2874 |    0.1133 |
+#> |.....................|  0.007961 |    0.5958 |     1.108 |   0.05700 |
+#> |.....................|    0.9012 |    0.7112 |     1.589 |    0.9538 |
+#> |.....................|    0.6749 |     2.288 |...........|...........|
 #> calculating covariance matrix
-#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

+#> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: last objective function was not at minimum, possible problems in optimization
#> Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 # Two-component error by variable is possible with both estimation methods
 # Variance by variable is supported by 'saem' and 'focei'
 f_nlmixr_fomc_sfo_saem_obs_tc <- nlmixr(f_mmkin_tc["FOMC-SFO", ], est = "saem",
   error_model = "obs_tc")
-
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> 1:    92.2740   -5.2361    0.2113    1.9393   -2.0029    2.8805    1.6298    0.7279    0.7192    0.4382    6.7264    0.4769    7.2363    0.6178
-#> 2:    93.1532   -5.3060    0.0602    2.0735   -2.0177    2.7365    1.5483    0.6915    0.8577    0.4163    7.5229    0.0003    8.5494    0.0006
-#> 3:    9.3232e+01  -5.5491e+00   5.1555e-02   2.4627e+00  -1.4981e+00   2.5997e+00   1.4709e+00   6.5697e-01   8.1480e-01   3.9549e-01   4.6581e+00   4.3492e-05   5.3112e+00   1.7818e-04
-#> 4:    9.3109e+01  -5.6749e+00   3.7928e-02   2.4274e+00  -1.3355e+00   2.4697e+00   1.3973e+00   6.2412e-01   7.7406e-01   3.7572e-01   3.5252e+00   9.5643e-05   4.0990e+00   4.6584e-05
-#> 5:    9.3327e+01  -5.8341e+00  -1.6798e-02   2.4024e+00  -1.2129e+00   2.3462e+00   1.3274e+00   5.9292e-01   7.3536e-01   3.5693e-01   3.3259e+00   1.6901e-05   3.5218e+00   4.0075e-05
-#> 6:    9.3449e+01  -6.0745e+00  -6.1031e-02   2.3458e+00  -1.2034e+00   2.2289e+00   1.8700e+00   5.6327e-01   6.9859e-01   3.3908e-01   2.9533e+00   6.5587e-07   3.1056e+00   2.1346e-02
-#> 7:    93.2519   -6.0564   -0.0590    2.3588   -1.1293    2.1174    1.8910    0.5351    0.6637    0.3221    2.8211    0.0082    2.8507    0.0251
-#> 8:    93.0343   -5.9362   -0.0851    2.2949   -1.0760    2.0116    1.7964    0.5084    0.6305    0.3060    2.5340    0.0181    2.6368    0.0243
-#> 9:    93.1444   -6.1910   -0.1199    2.2709   -1.1077    1.9110    1.8664    0.4829    0.5990    0.2907    2.3768    0.0191    2.3601    0.0284
-#> 10:    93.2748   -6.4970   -0.1598    2.2235   -1.1034    2.1024    3.1968    0.4588    0.5690    0.2762    2.1991    0.0255    2.2790    0.0316
-#> 11:    93.4141   -6.4463   -0.1698    2.1876   -1.0890    1.9973    3.0370    0.4358    0.5406    0.2624    2.1469    0.0266    2.1681    0.0325
-#> 12:    93.4935   -6.5467   -0.1715    2.1666   -1.0952    1.8974    3.7848    0.4141    0.5135    0.2493    1.9137    0.0292    2.0701    0.0331
-#> 13:    93.6730   -6.4173   -0.1752    2.1387   -1.0753    1.8026    3.7278    0.3934    0.4879    0.2368    1.9084    0.0272    2.0289    0.0369
-#> 14:    93.5721   -6.2146   -0.1738    2.1854   -1.0740    2.0902    3.5415    0.3737    0.4635    0.2250    1.9861    0.0239    2.0052    0.0347
-#> 15:    93.6638   -6.3103   -0.1693    2.1828   -1.0327    2.0702    3.3644    0.3720    0.4403    0.2137    1.8947    0.0247    1.9865    0.0375
-#> 16:    93.4156   -6.0957   -0.1666    2.1755   -1.0737    2.6391    3.1962    0.3691    0.4183    0.2030    1.9089    0.0241    2.0159    0.0360
-#> 17:    93.4257   -6.1494   -0.1705    2.1664   -1.0589    2.5072    3.0714    0.3697    0.3974    0.1929    1.8253    0.0268    2.0391    0.0301
-#> 18:    93.5593   -6.1696   -0.1780    2.1670   -1.0129    2.3818    3.7604    0.3725    0.3775    0.1832    1.8529    0.0304    1.8784    0.0298
-#> 19:    93.5027   -6.2960   -0.1791    2.1543   -1.0325    2.6052    4.5501    0.3942    0.3586    0.1741    1.8082    0.0328    1.8654    0.0335
-#> 20:    93.4480   -6.4389   -0.1776    2.1772   -1.0485    2.6607    5.1881    0.3894    0.3554    0.1654    1.8032    0.0322    1.9018    0.0312
-#> 21:    93.6411   -6.2893   -0.1750    2.1759   -1.0350    2.5276    4.9287    0.3817    0.3386    0.1605    1.8533    0.0264    1.9317    0.0301
-#> 22:    93.9320   -6.1469   -0.1750    2.1910   -1.0527    2.4013    4.6823    0.3720    0.3642    0.1525    1.8949    0.0273    1.8977    0.0310
-#> 23:    93.6074   -6.3097   -0.1502    2.2111   -1.0155    2.2812    4.6643    0.3832    0.4236    0.1449    1.7075    0.0340    1.7367    0.0337
-#> 24:    93.7425   -6.4598   -0.1446    2.2249   -1.0011    2.7056    6.0597    0.3949    0.4075    0.1479    1.7180    0.0360    1.7786    0.0302
-#> 25:    94.1822   -6.3674   -0.1496    2.1917   -1.0011    3.4724    5.7567    0.3897    0.4355    0.1465    1.6977    0.0356    1.8373    0.0328
-#> 26:    94.0446   -6.3235   -0.1496    2.2004   -1.0414    3.5912    5.4688    0.3897    0.4438    0.1405    1.6765    0.0344    1.8262    0.0355
-#> 27:    94.4454   -6.2148   -0.1370    2.2360   -1.0220    4.6238    5.1954    0.3702    0.4216    0.1335    1.7209    0.0349    1.7702    0.0336
-#> 28:    94.1837   -6.1301   -0.1376    2.2253   -1.0261    4.3926    4.9356    0.3644    0.4005    0.1345    1.6968    0.0290    1.8540    0.0316
-#> 29:    94.0681   -5.8726   -0.1440    2.2237   -1.0400    4.1730    4.6889    0.3750    0.4055    0.1464    1.7084    0.0329    1.7379    0.0407
-#> 30:    94.5866   -5.9141   -0.1416    2.2045   -1.0350    3.9896    4.4544    0.3770    0.3852    0.1769    1.6009    0.0326    1.8718    0.0350
-#> 31:    94.1640   -6.0370   -0.1382    2.2140   -1.0189    5.4942    4.2317    0.3759    0.3809    0.1680    1.5887    0.0386    1.8918    0.0286
-#> 32:    94.5952   -5.8349   -0.1373    2.2374   -1.0283    5.2195    4.0201    0.3745    0.3835    0.1636    1.6451    0.0375    1.7459    0.0382
-#> 33:    95.0936   -5.8145   -0.1356    2.2325   -1.0037    4.9634    3.8191    0.3614    0.3644    0.1677    1.6313    0.0414    1.6809    0.0399
-#> 34:    94.7033   -5.8916   -0.1208    2.2687   -0.9896    5.4935    3.6281    0.3741    0.3536    0.1701    1.5923    0.0376    1.2962    0.0644
-#> 35:    94.8127   -5.9839   -0.1122    2.2615   -0.9983    5.2188    3.7348    0.3817    0.3661    0.1712    1.5848    0.0313    1.1651    0.0752
-#> 36:    94.6798   -5.8938   -0.1203    2.2441   -1.0009    4.9578    3.5480    0.3835    0.3478    0.1708    1.5525    0.0313    1.1527    0.0712
-#> 37:    93.9759   -5.8017   -0.1274    2.2346   -1.0021    4.7100    3.3706    0.3868    0.3350    0.1622    1.6278    0.0256    1.7263    0.0372
-#> 38:    94.2013   -5.8617   -0.1206    2.2570   -1.0125    4.4745    3.2021    0.3754    0.3520    0.1574    1.5396    0.0290    1.0653    0.0746
-#> 39:    94.1314   -5.7645   -0.1261    2.2381   -1.0361    4.2507    3.0420    0.3804    0.3521    0.1543    1.6280    0.0267    1.1461    0.0755
-#> 40:    93.7934   -5.8654   -0.1206    2.2417   -1.0503    4.0382    2.8899    0.3624    0.3413    0.1747    1.6231    0.0239    1.5698    0.0513
-#> 41:    93.8756   -6.0150   -0.1171    2.2581   -1.0313    3.8363    3.3629    0.3809    0.3369    0.1944    1.6461    0.0217    1.7762    0.0345
-#> 42:    94.0644   -5.9723   -0.1136    2.2769   -1.0295    3.6445    3.2171    0.3702    0.3394    0.1920    1.5035    0.0416    1.5148    0.0475
-#> 43:    93.7394   -5.9927   -0.1233    2.2650   -1.0374    3.4622    3.0562    0.3735    0.3370    0.1824    1.6022    0.0379    1.5080    0.0468
-#> 44:    93.5428   -5.9784   -0.1187    2.2780   -1.0279    3.2891    2.9495    0.3732    0.3289    0.1742    1.5456    0.0471    1.4361    0.0517
-#> 45:    93.2885   -5.9836   -0.1273    2.2650   -1.0100    3.1247    3.2884    0.3768    0.3719    0.1655    1.6579    0.0336    1.4031    0.0585
-#> 46:    93.4080   -5.9261   -0.1371    2.2513   -1.0159    3.4180    3.1630    0.3709    0.3762    0.1711    1.7365    0.0269    1.4612    0.0530
-#> 47:    93.4548   -5.8101   -0.1372    2.2650   -1.0058    3.2471    3.0049    0.3703    0.3921    0.1797    1.7161    0.0300    1.4813    0.0524
-#> 48:    93.1829   -5.6877   -0.1391    2.2594   -1.0035    3.0848    2.8546    0.3690    0.3901    0.1707    1.7558    0.0292    1.5856    0.0487
-#> 49:    93.1860   -5.8153   -0.1349    2.2793   -0.9905    2.9305    2.7119    0.3619    0.3877    0.1690    1.7255    0.0299    1.6143    0.0465
-#> 50:    93.5597   -5.7551   -0.1334    2.2669   -0.9808    2.7840    2.5763    0.3652    0.3795    0.1716    1.6690    0.0290    1.4895    0.0536
-#> 51:    93.5952   -5.8089   -0.1358    2.2626   -1.0100    2.6448    2.4475    0.3640    0.4246    0.1630    1.5892    0.0344    1.3958    0.0604
-#> 52:    93.3111   -5.9181   -0.1323    2.2489   -0.9909    2.5126    2.8739    0.3695    0.4337    0.1549    1.5200    0.0329    1.2246    0.0685
-#> 53:    93.4921   -6.0837   -0.1307    2.2513   -1.0031    2.3869    3.6029    0.3678    0.4363    0.1682    1.4683    0.0336    1.2917    0.0665
-#> 54:    93.4808   -6.2019   -0.1488    2.2068   -1.0207    2.2676    4.1833    0.3952    0.4145    0.1598    1.6478    0.0325    1.2418    0.0659
-#> 55:    93.5453   -6.2747   -0.1411    2.2297   -1.0122    2.1542    4.5107    0.3941    0.4044    0.1556    1.5685    0.0358    1.3236    0.0654
-#> 56:    94.0212   -6.2713   -0.1355    2.2228   -1.0205    2.0465    5.1718    0.3901    0.4101    0.1516    1.5568    0.0341    1.1952    0.0736
-#> 57:    93.7155   -6.2511   -0.1574    2.1899   -1.0374    1.9442    4.9132    0.3991    0.3974    0.1442    1.5528    0.0364    1.5497    0.0485
-#> 58:    93.9064   -6.2021   -0.1543    2.1935   -1.0277    1.8470    4.6676    0.3935    0.3944    0.1458    1.5590    0.0354    1.3512    0.0613
-#> 59:    93.9059   -6.3971   -0.1550    2.1899   -1.0124    1.7546    5.8885    0.3925    0.3943    0.1446    1.5641    0.0373    1.4293    0.0550
-#> 60:    93.8600   -6.2474   -0.1552    2.1978   -0.9930    1.7661    5.5941    0.3905    0.4078    0.1532    1.5235    0.0364    1.5442    0.0477
-#> 61:    93.8936   -6.3077   -0.1568    2.2022   -1.0084    1.7122    5.3507    0.3946    0.4146    0.1455    1.5154    0.0342    1.3664    0.0587
-#> 62:    93.6133   -6.1446   -0.1473    2.2277   -1.0195    1.6266    5.0832    0.3794    0.4254    0.1383    1.5586    0.0330    1.1663    0.0705
-#> 63:    93.5549   -6.3005   -0.1437    2.2302   -1.0096    1.5452    5.0969    0.3651    0.4262    0.1349    1.5730    0.0323    1.2501    0.0668
-#> 64:    93.3212   -6.1190   -0.1428    2.2309   -1.0005    1.4826    4.8421    0.3661    0.4181    0.1443    1.6657    0.0259    1.3409    0.0627
-#> 65:    93.2534   -5.9614   -0.1492    2.2310   -0.9865    1.4084    4.6000    0.3735    0.4186    0.1695    1.6883    0.0235    1.4446    0.0563
-#> 66:    93.3429   -5.9786   -0.1401    2.2198   -0.9934    1.3380    4.3700    0.3807    0.4094    0.1610    1.6697    0.0270    1.1164    0.0778
-#> 67:    93.5657   -6.2158   -0.1405    2.2326   -0.9891    1.2711    4.4653    0.3827    0.4063    0.1530    1.5851    0.0316    1.3581    0.0590
-#> 68:    93.4898   -5.9763   -0.1375    2.2431   -0.9837    1.2076    4.2420    0.3771    0.4127    0.1453    1.6134    0.0325    1.1459    0.0744
-#> 69:    93.4995   -6.1375   -0.1412    2.2423   -1.0003    1.3178    4.3907    0.3746    0.4202    0.1403    1.6223    0.0304    1.3354    0.0608
-#> 70:    93.4369   -6.1690   -0.1395    2.2472   -1.0047    1.6239    4.5654    0.3793    0.4087    0.1400    1.6317    0.0349    1.4812    0.0494
-#> 71:    93.4041   -6.3637   -0.1489    2.2348   -1.0125    1.5427    5.3897    0.3603    0.3883    0.1330    1.5954    0.0303    1.3502    0.0612
-#> 72:    93.1755   -6.4067   -0.1441    2.2492   -0.9859    1.4656    6.3554    0.3423    0.3688    0.1388    1.6135    0.0287    1.6402    0.0435
-#> 73:    93.0023   -6.7319   -0.1526    2.2550   -0.9800    1.3923    7.6438    0.3341    0.3504    0.1462    1.5491    0.0312    1.3997    0.0554
-#> 74:    92.8952   -6.7189   -0.1530    2.2393   -0.9936    1.5478    7.2616    0.3344    0.3329    0.1503    1.5626    0.0326    1.3340    0.0634
-#> 75:    93.0812   -6.8015   -0.1546    2.2265   -0.9751    1.4704    8.9537    0.3501    0.3162    0.1438    1.6019    0.0268    1.1663    0.0715
-#> 76:    93.1080   -6.1728   -0.1515    2.2259   -1.0010    1.3969    8.5060    0.3407    0.3015    0.1398    1.6484    0.0279    1.3118    0.0637
-#> 77:    92.9248   -6.3432   -0.1573    2.2221   -0.9819    1.4456    8.0807    0.3506    0.3002    0.1442    1.5947    0.0294    1.6368    0.0407
-#> 78:    93.0194   -6.1448   -0.1611    2.2228   -0.9831    1.3733    7.6767    0.3487    0.3046    0.1369    1.6471    0.0254    1.4261    0.0529
-#> 79:    92.9378   -6.6970   -0.1593    2.2313   -0.9910    1.3046   10.0158    0.3460    0.2999    0.1386    1.6108    0.0267    1.5818    0.0420
-#> 80:    93.0293   -6.3275   -0.1579    2.2290   -0.9753    1.3191    9.5150    0.3543    0.2960    0.1490    1.6570    0.0259    1.5435    0.0431
-#> 81:    93.1417   -6.2258   -0.1607    2.2285   -0.9399    1.4131    9.0393    0.3514    0.3020    0.1415    1.6990    0.0236    1.6875    0.0364
-#> 82:    92.9115   -6.1764   -0.1555    2.2204   -0.9471    1.3424    8.5873    0.3502    0.2954    0.1540    1.6780    0.0216    1.2280    0.0687
-#> 83:    93.0528   -6.3505   -0.1559    2.2391   -0.9651    1.2753    8.1579    0.3499    0.2903    0.1706    1.6924    0.0242    1.6807    0.0465
-#> 84:    93.0032   -6.2300   -0.1596    2.2300   -0.9232    1.2115    7.9391    0.3470    0.2995    0.1858    1.7153    0.0259    1.7160    0.0406
-#> 85:    93.0518   -6.3704   -0.1434    2.2696   -0.9330    1.1510    8.3071    0.3504    0.2916    0.1765    1.7072    0.0275    1.5494    0.0490
-#> 86:    93.1344   -6.3566   -0.1424    2.2595   -0.9512    1.0934    9.2972    0.3520    0.2869    0.1677    1.6609    0.0253    1.5022    0.0508
-#> 87:    93.2468   -6.3860   -0.1449    2.2505   -0.9601    1.0387    8.8323    0.3474    0.3046    0.1593    1.6326    0.0262    1.3048    0.0626
-#> 88:    93.2286   -6.3886   -0.1466    2.2452   -0.9870    0.9868    8.3907    0.3474    0.2894    0.1513    1.6554    0.0245    1.6330    0.0376
-#> 89:    93.2892   -6.0277   -0.1469    2.2403   -0.9694    0.9375    7.9712    0.3451    0.2904    0.1438    1.6795    0.0251    1.6691    0.0365
-#> 90:    93.1766   -6.1076   -0.1460    2.2502   -0.9729    0.8906    7.5726    0.3458    0.2932    0.1481    1.6182    0.0331    1.5854    0.0401
-#> 91:    93.3300   -6.0932   -0.1559    2.2356   -0.9551    0.8461    7.1940    0.3771    0.2883    0.1512    1.6728    0.0272    1.6098    0.0401
-#> 92:    93.2470   -6.4839   -0.1592    2.2265   -1.0016    0.8038    6.8343    0.3813    0.2923    0.1597    1.7017    0.0300    1.6084    0.0423
-#> 93:    93.2272   -6.2819   -0.1612    2.2356   -1.0073    0.7636    6.4926    0.3849    0.2816    0.1722    1.5422    0.0420    1.4772    0.0493
-#> 94:    93.1441   -6.1805   -0.1571    2.2274   -1.0106    0.7254    6.1680    0.3878    0.2811    0.1636    1.5998    0.0403    1.4386    0.0535
-#> 95:    92.7747   -6.2274   -0.1709    2.2191   -1.0042    0.6891    5.8596    0.3909    0.2905    0.1591    1.7184    0.0282    1.6086    0.0519
-#> 96:    92.9830   -6.3291   -0.1603    2.2297   -1.0053    0.6547    5.5666    0.3774    0.2850    0.1512    1.7427    0.0284    1.7548    0.0384
-#> 97:    92.9302   -6.3943   -0.1608    2.2211   -0.9643    0.6219    5.2882    0.3817    0.2828    0.1589    1.7080    0.0295    1.7102    0.0398
-#> 98:    92.7704   -6.3554   -0.1679    2.1894   -0.9736    0.5908    5.4196    0.3864    0.2813    0.1560    1.7234    0.0240    1.2269    0.0685
-#> 99:    92.7596   -6.2138   -0.1687    2.2088   -0.9744    0.5613    5.1486    0.3939    0.2983    0.1482    1.6732    0.0250    1.5718    0.0497
-#> 100:    92.6608   -6.2662   -0.1687    2.2180   -1.0107    0.5332    5.1471    0.3939    0.2927    0.1408    1.8434    0.0232    1.7316    0.0413
-#> 101:    92.7024   -6.1288   -0.1643    2.2096   -1.0032    0.5066    4.8898    0.3934    0.2807    0.1349    1.7055    0.0253    1.5883    0.0439
-#> 102:    92.8885   -6.3175   -0.1697    2.2208   -0.9967    0.4812    4.9699    0.3888    0.2912    0.1371    1.7311    0.0284    1.6455    0.0402
-#> 103:    92.9487   -6.2493   -0.1677    2.1861   -0.9874    0.4572    4.9605    0.3907    0.2844    0.1626    1.6898    0.0279    1.6252    0.0409
-#> 104:    92.9633   -6.2534   -0.1731    2.1797   -0.9790    0.4343    4.8675    0.4015    0.2784    0.1758    1.6516    0.0268    1.6901    0.0360
-#> 105:    93.0513   -6.0656   -0.1748    2.1802   -0.9876    0.4126    4.6241    0.4041    0.2801    0.1670    1.6863    0.0269    1.6208    0.0366
-#> 106:    93.0600   -6.2162   -0.1860    2.1783   -0.9702    0.4570    4.5504    0.4451    0.2761    0.1586    1.6859    0.0274    1.5273    0.0437
-#> 107:    93.1856   -6.1826   -0.1801    2.1796   -0.9813    0.4341    4.7286    0.4517    0.2807    0.1575    1.6268    0.0341    1.2548    0.0630
-#> 108:    93.2401   -6.2943   -0.1783    2.1808   -0.9806    0.4124    5.3114    0.4502    0.2786    0.1496    1.6676    0.0291    1.4627    0.0484
-#> 109:    93.0988   -6.1669   -0.1655    2.2018   -0.9682    0.4036    5.0458    0.4302    0.3195    0.1435    1.6524    0.0295    1.5759    0.0447
-#> 110:    93.2129   -6.3104   -0.1748    2.1876   -0.9837    0.4825    5.6408    0.4430    0.3306    0.1595    1.6068    0.0326    1.6295    0.0388
-#> 111:    93.1292   -5.9096   -0.1740    2.1932   -0.9674    0.5262    5.3587    0.4444    0.3233    0.1646    1.5777    0.0334    1.6590    0.0374
-#> 112:    93.2723   -5.8153   -0.1706    2.1920   -0.9761    0.5109    5.0908    0.4486    0.3180    0.1634    1.6128    0.0321    1.6551    0.0396
-#> 113:    93.3171   -6.0458   -0.1666    2.1879   -0.9740    0.5530    4.8362    0.4508    0.3303    0.1607    1.5862    0.0325    1.2705    0.0643
-#> 114:    93.1717   -5.9615   -0.1655    2.1638   -0.9773    0.5254    4.5944    0.4472    0.3283    0.1657    1.6307    0.0287    1.2995    0.0677
-#> 115:    93.1917   -6.0856   -0.1592    2.1576   -1.0269    0.4991    4.3647    0.4349    0.3464    0.1574    1.6430    0.0354    1.2812    0.0714
-#> 116:    93.1287   -5.9635   -0.1609    2.1640   -0.9985    0.4741    4.1465    0.4237    0.3408    0.1495    1.6910    0.0269    1.2338    0.0738
-#> 117:    93.1184   -5.8768   -0.1603    2.1842   -0.9557    0.4504    3.9392    0.4211    0.3293    0.1420    1.6447    0.0257    1.2680    0.0705
-#> 118:    93.2207   -5.7436   -0.1654    2.1709   -0.9816    0.4279    3.7422    0.4158    0.3298    0.1349    1.6860    0.0238    1.1436    0.0780
-#> 119:    93.3064   -5.8397   -0.1713    2.1722   -1.0093    0.4065    3.5551    0.4100    0.3429    0.1384    1.6612    0.0262    1.6491    0.0458
-#> 120:    93.2749   -5.8221   -0.1737    2.1643   -1.0166    0.3862    3.3773    0.4044    0.3305    0.1527    1.6516    0.0232    1.7832    0.0410
-#> 121:    93.1620   -5.9756   -0.1579    2.2018   -1.0007    0.3818    3.2992    0.3841    0.3433    0.1620    1.6648    0.0251    1.3408    0.0665
-#> 122:    93.2070   -6.0164   -0.1540    2.2154   -1.0196    0.4217    3.5598    0.3649    0.3436    0.1539    1.6757    0.0287    1.3019    0.0652
-#> 123:    93.1588   -5.7424   -0.1581    2.2142   -0.9985    0.5270    3.3818    0.3491    0.3584    0.1655    1.6321    0.0237    1.3494    0.0644
-#> 124:    93.1496   -5.6257   -0.1463    2.2264   -0.9767    0.5914    3.2127    0.3347    0.3738    0.1573    1.6553    0.0226    1.5964    0.0544
-#> 125:    93.0224   -5.8536   -0.1742    2.1859   -0.9939    0.6381    3.0521    0.3840    0.3692    0.1664    1.6009    0.0246    1.4169    0.0652
-#> 126:    93.0788   -5.6973   -0.1778    2.1772   -0.9574    0.6062    2.8995    0.3710    0.3630    0.1839    1.5256    0.0312    1.5566    0.0518
-#> 127:    93.1613   -5.5833   -0.1729    2.1806   -0.9588    0.5759    2.7545    0.3532    0.3464    0.1878    1.5708    0.0307    1.6405    0.0476
-#> 128:    93.2043   -5.6742   -0.1746    2.1919   -0.9814    0.7099    2.6168    0.3569    0.3422    0.1848    1.6236    0.0312    1.5066    0.0517
-#> 129:    93.1963   -5.7026   -0.1770    2.1853   -0.9814    0.6744    2.4859    0.3544    0.3390    0.1774    1.6150    0.0293    1.5712    0.0479
-#> 130:    93.1669   -5.7260   -0.1826    2.1565   -0.9959    0.6407    2.3616    0.3750    0.3249    0.1685    1.6347    0.0215    1.5556    0.0535
-#> 131:    93.0792   -5.7201   -0.1971    2.1339   -1.0057    0.7376    2.2436    0.3901    0.3086    0.1616    1.7653    0.0206    1.6640    0.0458
-#> 132:    92.8580   -5.8266   -0.1877    2.1512   -0.9940    0.7008    2.3272    0.3895    0.3161    0.1863    1.6050    0.0231    1.5123    0.0558
-#> 133:    92.8479   -5.8397   -0.1834    2.1637   -0.9815    0.7195    2.4732    0.3875    0.3060    0.1877    1.6197    0.0217    1.4131    0.0617
-#> 134:    92.9218   -5.8317   -0.1903    2.1709   -0.9903    0.6835    2.5070    0.3808    0.3147    0.1857    1.7298    0.0225    1.5493    0.0521
-#> 135:    92.7533   -5.7287   -0.1909    2.1670   -0.9674    0.6493    2.3817    0.3792    0.3156    0.1981    1.7074    0.0222    1.2776    0.0718
-#> 136:    92.7255   -5.9071   -0.1787    2.1826   -0.9826    0.6169    2.8147    0.3603    0.3172    0.1882    1.6242    0.0288    1.2313    0.0682
-#> 137:    92.7882   -5.9574   -0.1847    2.1549   -0.9848    0.5860    3.0538    0.3651    0.3206    0.1787    1.5640    0.0277    1.1609    0.0716
-#> 138:    92.8155   -5.9445   -0.1719    2.1750   -0.9838    0.5567    3.3525    0.3568    0.3390    0.1698    1.5507    0.0259    1.0634    0.0816
-#> 139:    92.9393   -6.0638   -0.1726    2.1840   -0.9888    0.5289    4.1627    0.3562    0.3453    0.1613    1.5792    0.0259    1.5189    0.0533
-#> 140:    93.0330   -6.1823   -0.1726    2.1984   -0.9850    0.5024    4.3153    0.3562    0.3506    0.1533    1.6467    0.0248    1.5734    0.0459
-#> 141:    93.0651   -6.1847   -0.1702    2.2183   -0.9749    0.4773    4.1656    0.3604    0.3626    0.1527    1.5887    0.0272    1.5613    0.0433
-#> 142:    93.0350   -5.9581   -0.1641    2.2133   -0.9707    0.4535    3.9574    0.3642    0.3541    0.1662    1.5904    0.0246    1.4665    0.0556
-#> 143:    92.9215   -5.7798   -0.1642    2.2269   -0.9665    0.5015    3.7595    0.3665    0.3626    0.1667    1.6019    0.0275    1.3379    0.0563
-#> 144:    93.0132   -5.6752   -0.1629    2.2273   -0.9468    0.4764    3.5715    0.3648    0.3555    0.1648    1.5218    0.0320    1.1736    0.0695
-#> 145:    92.9596   -5.8104   -0.1449    2.2498   -0.9730    0.4526    3.3929    0.3465    0.3524    0.1670    1.5918    0.0284    1.3067    0.0630
-#> 146:    92.7925   -5.7223   -0.1458    2.2463   -0.9569    0.5591    3.2233    0.3443    0.3492    0.1587    1.6175    0.0260    1.0691    0.0729
-#> 147:    92.8399   -5.8322   -0.1478    2.2485   -0.9474    0.5312    3.2015    0.3422    0.3536    0.1507    1.6257    0.0255    1.2184    0.0622
-#> 148:    92.8390   -5.9554   -0.1498    2.2490   -0.9550    0.5046    3.6305    0.3387    0.3597    0.1615    1.5994    0.0263    1.2274    0.0638
-#> 149:    92.8158   -5.9697   -0.1511    2.2337   -0.9812    0.4794    3.8244    0.3386    0.3894    0.1559    1.5723    0.0255    1.0661    0.0760
-#> 150:    92.8379   -6.0841   -0.1532    2.2323   -0.9832    0.4554    4.3416    0.3340    0.3840    0.1575    1.5375    0.0272    1.1589    0.0677
-#> 151:    92.6741   -6.3268   -0.1572    2.2252   -0.9782    0.4327    5.9395    0.3389    0.3859    0.1584    1.5384    0.0252    1.2809    0.0638
-#> 152:    92.7165   -6.3594   -0.1527    2.2233   -1.0007    0.4210    5.8433    0.3384    0.3915    0.1324    1.5861    0.0254    1.0728    0.0756
-#> 153:    92.6823   -6.2114   -0.1640    2.2160   -0.9861    0.5285    5.4117    0.3473    0.3878    0.1376    1.6150    0.0255    1.2105    0.0659
-#> 154:    92.4787   -6.1829   -0.1622    2.2055   -0.9571    0.5031    5.7087    0.3490    0.3748    0.1345    1.5749    0.0250    1.0579    0.0741
-#> 155:    92.4780   -6.4925   -0.1675    2.2190   -0.9301    0.4020    7.4764    0.3587    0.3785    0.1287    1.5959    0.0258    1.1342    0.0709
-#> 156:    92.5151   -6.2825   -0.1673    2.2194   -0.9174    0.3603    5.6463    0.3589    0.3848    0.1202    1.5413    0.0301    1.1866    0.0674
-#> 157:    92.5140   -6.0058   -0.1644    2.2312   -0.9298    0.3857    4.2481    0.3610    0.3706    0.1281    1.5944    0.0292    1.2712    0.0631
-#> 158:    92.5669   -5.8692   -0.1673    2.2493   -0.9413    0.4751    3.7632    0.3600    0.3572    0.1383    1.6202    0.0323    1.4797    0.0499
-#> 159:    92.4844   -6.0078   -0.1540    2.2464   -0.9423    0.4626    4.6774    0.3587    0.3603    0.1450    1.6404    0.0280    1.3577    0.0587
-#> 160:    92.5182   -6.1231   -0.1504    2.2518   -0.9274    0.4153    5.0466    0.3616    0.3633    0.1373    1.5891    0.0297    1.2392    0.0653
-#> 161:    92.5665   -5.9062   -0.1569    2.2563   -0.9412    0.3989    4.3594    0.3541    0.3719    0.1433    1.6242    0.0314    1.2822    0.0627
-#> 162:    92.5749   -6.0936   -0.1507    2.2752   -0.9474    0.3140    4.4065    0.3438    0.3921    0.1320    1.5013    0.0378    1.1647    0.0662
-#> 163:    92.6248   -6.1392   -0.1565    2.2499   -0.9499    0.2129    4.6022    0.3512    0.3890    0.1425    1.4936    0.0336    1.4339    0.0494
-#> 164:    92.6486   -6.3898   -0.1590    2.2519   -0.9574    0.1948    5.7817    0.3564    0.3925    0.1308    1.5218    0.0326    1.2197    0.0630
-#> 165:    92.6600   -6.3261   -0.1606    2.2464   -0.9815    0.3054    5.9162    0.3611    0.3979    0.1433    1.5747    0.0316    1.2062    0.0632
-#> 166:    92.7951   -6.3068   -0.1630    2.2428   -0.9542    0.3144    5.7041    0.3597    0.3766    0.1612    1.5464    0.0317    1.2649    0.0617
-#> 167:    92.8541   -6.4919   -0.1642    2.2275   -0.9505    0.3509    6.3858    0.3639    0.3713    0.1581    1.5543    0.0315    1.3546    0.0574
-#> 168:    92.6848   -6.3299   -0.1618    2.2329   -0.9494    0.4645    5.7127    0.3700    0.3698    0.1544    1.5058    0.0340    1.1747    0.0685
-#> 169:    92.5817   -6.0236   -0.1572    2.2583   -0.9510    0.6725    3.9864    0.3672    0.3812    0.1763    1.4445    0.0386    1.3230    0.0583
-#> 170:    92.7223   -5.9170   -0.1609    2.2456   -0.9485    0.5137    3.7991    0.3712    0.3714    0.1601    1.5502    0.0385    1.3393    0.0547
-#> 171:    92.6532   -5.9417   -0.1544    2.2294   -0.9448    0.6206    3.9052    0.3789    0.3634    0.1487    1.5809    0.0314    1.1226    0.0711
-#> 172:    92.4803   -5.7302   -0.1414    2.2679   -0.9255    0.7853    2.7901    0.3598    0.3666    0.1508    1.5531    0.0341    1.1785    0.0667
-#> 173:    92.3172   -5.7462   -0.1405    2.2823   -0.9193    1.2505    2.9155    0.3579    0.3678    0.1480    1.4894    0.0434    1.2288    0.0618
-#> 174:    92.4674   -5.6638   -0.1415    2.2775   -0.9054    1.0653    2.8138    0.3623    0.3740    0.1371    1.5301    0.0393    1.0790    0.0669
-#> 175:    92.5581   -5.6388   -0.1338    2.2878   -0.9154    0.6617    2.5216    0.3471    0.3719    0.1546    1.5231    0.0361    1.0672    0.0723
-#> 176:    92.7218   -5.7548   -0.1249    2.3099   -0.9203    0.4464    2.8226    0.3570    0.3978    0.1570    1.4938    0.0354    1.1125    0.0655
-#> 177:    92.7655   -5.6769   -0.1232    2.3114   -0.9257    0.5291    2.5249    0.3571    0.4023    0.1657    1.4392    0.0386    1.1149    0.0663
-#> 178:    92.7966   -5.6766   -0.1219    2.3202   -0.9142    0.4897    2.3359    0.3605    0.3944    0.1720    1.4792    0.0401    1.1665    0.0637
-#> 179:    92.8304   -5.7678   -0.1133    2.3352   -0.9262    0.5428    2.8512    0.3552    0.4191    0.1716    1.4994    0.0410    1.0651    0.0701
-#> 180:    92.8413   -5.7485   -0.1124    2.3452   -0.9494    0.5179    2.6552    0.3555    0.4025    0.1778    1.5102    0.0383    1.1541    0.0670
-#> 181:    92.7078   -5.7437   -0.1145    2.3257   -0.9482    0.6237    2.5673    0.3564    0.3851    0.1897    1.5373    0.0335    1.1413    0.0698
-#> 182:    92.6278   -5.7965   -0.1115    2.3341   -0.9763    0.7558    2.7421    0.3541    0.3850    0.1625    1.5720    0.0309    1.1164    0.0758
-#> 183:    92.4359   -5.7826   -0.1211    2.3204   -0.9481    1.2089    3.0954    0.3598    0.3813    0.1384    1.6391    0.0333    1.2142    0.0646
-#> 184:    92.4840   -5.9143   -0.1218    2.2965   -0.9330    1.2610    4.0248    0.3752    0.3549    0.1597    1.6019    0.0292    1.0945    0.0767
-#> 185:    92.5659   -5.8333   -0.1223    2.2914   -0.9090    1.0578    3.9752    0.3706    0.3640    0.1769    1.5858    0.0287    1.7070    0.0404
-#> 186:    92.5157   -5.9540   -0.1274    2.2967   -0.9678    1.0199    3.7413    0.3625    0.3766    0.1354    1.5905    0.0321    1.2521    0.0660
-#> 187:    92.6988   -5.8607   -0.1193    2.2922   -0.9685    1.1721    2.9764    0.3511    0.3823    0.1347    1.5790    0.0352    1.1477    0.0746
-#> 188:    92.7427   -5.9073   -0.1166    2.3166   -0.9529    1.3606    2.9747    0.3487    0.3981    0.1322    1.5315    0.0344    1.3014    0.0594
-#> 189:    92.6288   -5.8326   -0.1075    2.3268   -0.9543    1.3459    3.2341    0.3388    0.3983    0.1622    1.5374    0.0334    1.5390    0.0504
-#> 190:    92.8047   -5.6198   -0.1064    2.3212   -0.9148    1.6280    2.5774    0.3319    0.4086    0.1656    1.5159    0.0321    1.5423    0.0515
-#> 191:    92.7642   -5.5780   -0.1105    2.3041   -0.9414    1.5723    2.6038    0.3402    0.4111    0.1612    1.5254    0.0321    1.1206    0.0792
-#> 192:    92.7137   -5.5650   -0.1087    2.3014   -0.9399    1.1968    2.0552    0.3412    0.4267    0.1418    1.4910    0.0332    0.9683    0.0834
-#> 193:    93.0503   -5.6414   -0.1060    2.3050   -0.9563    1.0067    2.2362    0.3434    0.4179    0.1371    1.5947    0.0279    1.0349    0.0813
-#> 194:    93.1071   -5.6349   -0.1048    2.3170   -0.9613    1.1495    2.6224    0.3451    0.4086    0.1419    1.6235    0.0276    1.0558    0.0792
-#> 195:    93.0741   -5.7863   -0.1052    2.3293   -0.9605    1.1597    3.0814    0.3440    0.4342    0.1394    1.5248    0.0348    1.0554    0.0771
-#> 196:    93.0768   -5.6986   -0.0911    2.3395   -0.9537    1.1388    2.7165    0.3463    0.4303    0.1467    1.5960    0.0324    1.1195    0.0755
-#> 197:    92.8638   -5.7840   -0.1009    2.3420   -0.9699    1.0231    2.8293    0.3625    0.4272    0.1849    1.5366    0.0360    1.3691    0.0602
-#> 198:    92.8979   -5.8328   -0.0905    2.3497   -0.9668    0.8847    2.7469    0.3509    0.4357    0.1842    1.5501    0.0361    1.1744    0.0715
-#> 199:    92.7817   -6.0173   -0.0946    2.3477   -0.9729    0.8131    3.4886    0.3517    0.4471    0.1906    1.4350    0.0393    1.2311    0.0693
-#> 200:    92.6353   -6.0362   -0.0924    2.3396   -0.9621    0.8259    3.3916    0.3556    0.4569    0.1867    1.4397    0.0350    1.0910    0.0793
-#> 201:    92.6908   -6.0423   -0.0917    2.3400   -0.9564    0.6766    3.6159    0.3552    0.4565    0.1735    1.4506    0.0362    1.0646    0.0794
-#> 202:    92.6302   -6.0238   -0.0919    2.3443   -0.9546    0.5824    3.6723    0.3555    0.4576    0.1716    1.4800    0.0363    1.0519    0.0791
-#> 203:    92.6040   -6.0387   -0.0944    2.3405   -0.9579    0.5710    3.9080    0.3583    0.4476    0.1752    1.4934    0.0373    1.0842    0.0762
-#> 204:    92.6042   -6.0088   -0.0965    2.3351   -0.9580    0.6145    3.8412    0.3608    0.4413    0.1720    1.5047    0.0374    1.0694    0.0760
-#> 205:    92.5887   -6.0107   -0.0968    2.3362   -0.9576    0.6432    3.8854    0.3606    0.4405    0.1711    1.4896    0.0380    1.0615    0.0750
-#> 206:    92.6452   -5.9990   -0.0992    2.3311   -0.9581    0.6728    3.8231    0.3636    0.4339    0.1683    1.4904    0.0379    1.0630    0.0747
-#> 207:    92.6867   -5.9760   -0.1012    2.3283   -0.9606    0.6907    3.6867    0.3665    0.4303    0.1665    1.4908    0.0376    1.0656    0.0739
-#> 208:    92.6867   -5.9652   -0.1033    2.3252   -0.9611    0.6656    3.6185    0.3680    0.4271    0.1656    1.4972    0.0369    1.0944    0.0724
-#> 209:    92.6807   -5.9535   -0.1051    2.3225   -0.9621    0.6532    3.5653    0.3669    0.4249    0.1641    1.4992    0.0366    1.1029    0.0721
-#> 210:    92.6772   -5.9392   -0.1067    2.3185   -0.9611    0.6492    3.4774    0.3661    0.4220    0.1620    1.5034    0.0360    1.0982    0.0723
-#> 211:    92.6803   -5.9099   -0.1089    2.3129   -0.9619    0.6462    3.3783    0.3656    0.4218    0.1622    1.5094    0.0354    1.1060    0.0725
-#> 212:    92.7033   -5.9046   -0.1110    2.3085   -0.9606    0.6467    3.3879    0.3653    0.4222    0.1602    1.5099    0.0350    1.1004    0.0726
-#> 213:    92.7143   -5.9026   -0.1135    2.3046   -0.9594    0.6326    3.3887    0.3646    0.4214    0.1585    1.5139    0.0347    1.1050    0.0722
-#> 214:    92.7156   -5.9151   -0.1157    2.3011   -0.9590    0.6186    3.4587    0.3637    0.4205    0.1571    1.5149    0.0344    1.1060    0.0720
-#> 215:    92.7185   -5.9240   -0.1177    2.2984   -0.9585    0.6226    3.5192    0.3630    0.4190    0.1564    1.5155    0.0342    1.1159    0.0713
-#> 216:    92.7133   -5.9331   -0.1197    2.2953   -0.9575    0.6253    3.5505    0.3630    0.4179    0.1552    1.5199    0.0338    1.1276    0.0708
-#> 217:    92.7111   -5.9341   -0.1215    2.2924   -0.9579    0.6200    3.5565    0.3627    0.4170    0.1542    1.5238    0.0337    1.1409    0.0702
-#> 218:    92.7142   -5.9390   -0.1226    2.2901   -0.9588    0.6110    3.5792    0.3623    0.4162    0.1541    1.5236    0.0335    1.1378    0.0704
-#> 219:    92.7121   -5.9351   -0.1233    2.2891   -0.9587    0.6083    3.5562    0.3617    0.4154    0.1535    1.5280    0.0335    1.1518    0.0697
-#> 220:    92.7133   -5.9467   -0.1244    2.2876   -0.9591    0.6158    3.6036    0.3614    0.4147    0.1542    1.5273    0.0334    1.1572    0.0693
-#> 221:    92.7206   -5.9543   -0.1253    2.2856   -0.9602    0.6252    3.6357    0.3610    0.4131    0.1540    1.5272    0.0335    1.1591    0.0692
-#> 222:    92.7267   -5.9436   -0.1262    2.2840   -0.9608    0.6377    3.5725    0.3608    0.4118    0.1540    1.5302    0.0334    1.1735    0.0683
-#> 223:    92.7364   -5.9346   -0.1268    2.2825   -0.9619    0.6430    3.5288    0.3606    0.4117    0.1542    1.5327    0.0332    1.1883    0.0676
-#> 224:    92.7464   -5.9269   -0.1274    2.2822   -0.9621    0.6394    3.4906    0.3604    0.4107    0.1541    1.5342    0.0334    1.2022    0.0667
-#> 225:    92.7572   -5.9244   -0.1278    2.2813   -0.9616    0.6340    3.4677    0.3603    0.4100    0.1535    1.5345    0.0334    1.2129    0.0661
-#> 226:    92.7662   -5.9237   -0.1282    2.2803   -0.9615    0.6336    3.4532    0.3603    0.4101    0.1532    1.5326    0.0334    1.2151    0.0661
-#> 227:    92.7778   -5.9193   -0.1286    2.2792   -0.9628    0.6280    3.4339    0.3604    0.4096    0.1527    1.5323    0.0334    1.2217    0.0658
-#> 228:    92.7824   -5.9112   -0.1289    2.2782   -0.9636    0.6217    3.3964    0.3607    0.4091    0.1525    1.5316    0.0335    1.2255    0.0658
-#> 229:    92.7895   -5.9077   -0.1291    2.2770   -0.9646    0.6178    3.3717    0.3607    0.4096    0.1521    1.5326    0.0334    1.2247    0.0660
-#> 230:    92.7987   -5.9153   -0.1297    2.2758   -0.9648    0.6177    3.4004    0.3603    0.4098    0.1517    1.5333    0.0334    1.2321    0.0656
-#> 231:    92.8081   -5.9176   -0.1308    2.2735   -0.9654    0.6185    3.4195    0.3596    0.4086    0.1513    1.5361    0.0331    1.2359    0.0656
-#> 232:    92.8119   -5.9161   -0.1318    2.2715   -0.9658    0.6140    3.4221    0.3590    0.4075    0.1513    1.5387    0.0330    1.2434    0.0653
-#> 233:    92.8117   -5.9111   -0.1329    2.2694   -0.9662    0.6096    3.4008    0.3586    0.4065    0.1511    1.5410    0.0328    1.2426    0.0654
-#> 234:    92.8132   -5.9040   -0.1339    2.2672   -0.9660    0.6097    3.3787    0.3583    0.4059    0.1506    1.5425    0.0325    1.2463    0.0654
-#> 235:    92.8117   -5.8978   -0.1347    2.2653   -0.9661    0.6020    3.3558    0.3579    0.4051    0.1502    1.5443    0.0324    1.2439    0.0657
-#> 236:    92.8050   -5.8967   -0.1355    2.2638   -0.9663    0.5963    3.3466    0.3575    0.4046    0.1495    1.5453    0.0322    1.2377    0.0661
-#> 237:    92.7975   -5.9004   -0.1362    2.2625   -0.9668    0.5891    3.3624    0.3571    0.4043    0.1491    1.5460    0.0321    1.2334    0.0664
-#> 238:    92.7965   -5.9036   -0.1371    2.2613   -0.9670    0.5828    3.3683    0.3569    0.4037    0.1488    1.5486    0.0320    1.2405    0.0662
-#> 239:    92.8006   -5.9067   -0.1376    2.2607   -0.9677    0.5767    3.3801    0.3568    0.4027    0.1490    1.5487    0.0319    1.2478    0.0658
-#> 240:    92.8061   -5.9102   -0.1382    2.2597   -0.9678    0.5697    3.3876    0.3566    0.4014    0.1489    1.5499    0.0319    1.2545    0.0654
-#> 241:    92.8111   -5.9132   -0.1388    2.2589   -0.9684    0.5647    3.3986    0.3567    0.4004    0.1489    1.5507    0.0319    1.2607    0.0651
-#> 242:    92.8157   -5.9119   -0.1395    2.2577   -0.9686    0.5610    3.3902    0.3568    0.3995    0.1490    1.5524    0.0319    1.2673    0.0647
-#> 243:    92.8204   -5.9142   -0.1401    2.2567   -0.9689    0.5597    3.3991    0.3570    0.3983    0.1492    1.5526    0.0319    1.2728    0.0646
-#> 244:    92.8272   -5.9129   -0.1408    2.2558   -0.9689    0.5598    3.3989    0.3574    0.3972    0.1493    1.5542    0.0319    1.2805    0.0642
-#> 245:    92.8361   -5.9152   -0.1414    2.2548   -0.9693    0.5617    3.4133    0.3580    0.3959    0.1500    1.5541    0.0318    1.2876    0.0638
-#> 246:    92.8432   -5.9122   -0.1420    2.2536   -0.9695    0.5627    3.4039    0.3584    0.3946    0.1507    1.5546    0.0318    1.2944    0.0633
-#> 247:    92.8481   -5.9125   -0.1426    2.2524   -0.9695    0.5574    3.4087    0.3588    0.3931    0.1515    1.5556    0.0318    1.3003    0.0629
-#> 248:    92.8486   -5.9123   -0.1433    2.2515   -0.9693    0.5545    3.4095    0.3594    0.3916    0.1519    1.5583    0.0317    1.3043    0.0626
-#> 249:    92.8515   -5.9123   -0.1439    2.2505   -0.9694    0.5547    3.4088    0.3600    0.3904    0.1523    1.5605    0.0316    1.3087    0.0623
-#> 250:    92.8521   -5.9139   -0.1443    2.2493   -0.9691    0.5589    3.4212    0.3604    0.3894    0.1525    1.5617    0.0316    1.3081    0.0624
-#> 251:    92.8530   -5.9118   -0.1450    2.2484   -0.9683    0.5562    3.4138    0.3612    0.3884    0.1528    1.5615    0.0316    1.3066    0.0625
-#> 252:    92.8568   -5.9075   -0.1457    2.2474   -0.9681    0.5506    3.3889    0.3619    0.3875    0.1531    1.5620    0.0315    1.3067    0.0625
-#> 253:    92.8603   -5.9070   -0.1464    2.2467   -0.9682    0.5476    3.3746    0.3622    0.3867    0.1539    1.5640    0.0314    1.3122    0.0622
-#> 254:    92.8653   -5.9077   -0.1470    2.2457   -0.9688    0.5448    3.3656    0.3626    0.3858    0.1546    1.5641    0.0314    1.3147    0.0620
-#> 255:    92.8686   -5.9059   -0.1477    2.2445   -0.9688    0.5406    3.3533    0.3630    0.3850    0.1549    1.5637    0.0314    1.3155    0.0619
-#> 256:    92.8706   -5.9011   -0.1483    2.2435   -0.9685    0.5384    3.3300    0.3634    0.3841    0.1550    1.5644    0.0313    1.3161    0.0617
-#> 257:    92.8721   -5.8957   -0.1488    2.2426   -0.9683    0.5398    3.3084    0.3638    0.3833    0.1552    1.5647    0.0313    1.3158    0.0617
-#> 258:    92.8725   -5.8928   -0.1493    2.2419   -0.9680    0.5392    3.2921    0.3641    0.3822    0.1552    1.5665    0.0312    1.3184    0.0614
-#> 259:    92.8718   -5.8915   -0.1498    2.2411   -0.9680    0.5367    3.2850    0.3644    0.3815    0.1553    1.5668    0.0312    1.3202    0.0613
-#> 260:    92.8701   -5.8928   -0.1499    2.2409   -0.9679    0.5339    3.2888    0.3652    0.3802    0.1552    1.5675    0.0312    1.3215    0.0612
-#> 261:    92.8700   -5.8961   -0.1499    2.2407   -0.9679    0.5302    3.2976    0.3659    0.3789    0.1551    1.5677    0.0312    1.3197    0.0613
-#> 262:    92.8683   -5.9013   -0.1500    2.2407   -0.9678    0.5282    3.3236    0.3666    0.3778    0.1549    1.5684    0.0312    1.3184    0.0613
-#> 263:    92.8662   -5.9021   -0.1498    2.2407   -0.9677    0.5271    3.3285    0.3670    0.3767    0.1547    1.5682    0.0313    1.3156    0.0615
-#> 264:    92.8631   -5.9059   -0.1495    2.2409   -0.9675    0.5244    3.3527    0.3673    0.3755    0.1547    1.5677    0.0313    1.3139    0.0616
-#> 265:    92.8635   -5.9042   -0.1492    2.2411   -0.9675    0.5220    3.3541    0.3675    0.3745    0.1545    1.5676    0.0313    1.3098    0.0618
-#> 266:    92.8636   -5.9033   -0.1490    2.2411   -0.9673    0.5208    3.3523    0.3680    0.3735    0.1546    1.5679    0.0312    1.3087    0.0619
-#> 267:    92.8639   -5.9035   -0.1489    2.2413   -0.9673    0.5208    3.3566    0.3685    0.3726    0.1546    1.5676    0.0312    1.3072    0.0621
-#> 268:    92.8620   -5.9065   -0.1487    2.2413   -0.9674    0.5191    3.3797    0.3689    0.3717    0.1545    1.5676    0.0312    1.3103    0.0620
-#> 269:    92.8593   -5.9073   -0.1486    2.2416   -0.9672    0.5192    3.3885    0.3693    0.3710    0.1545    1.5685    0.0312    1.3136    0.0618
-#> 270:    92.8549   -5.9087   -0.1487    2.2418   -0.9672    0.5209    3.4007    0.3695    0.3703    0.1544    1.5703    0.0312    1.3177    0.0615
-#> 271:    92.8519   -5.9089   -0.1487    2.2416   -0.9671    0.5227    3.4043    0.3696    0.3697    0.1545    1.5705    0.0312    1.3216    0.0613
-#> 272:    92.8493   -5.9084   -0.1488    2.2416   -0.9669    0.5223    3.3999    0.3698    0.3693    0.1543    1.5707    0.0311    1.3206    0.0614
-#> 273:    92.8479   -5.9090   -0.1486    2.2416   -0.9667    0.5230    3.3980    0.3701    0.3689    0.1544    1.5699    0.0311    1.3192    0.0615
-#> 274:    92.8456   -5.9108   -0.1485    2.2417   -0.9667    0.5249    3.4024    0.3705    0.3684    0.1544    1.5688    0.0311    1.3169    0.0617
-#> 275:    92.8440   -5.9131   -0.1483    2.2422   -0.9666    0.5253    3.4117    0.3707    0.3677    0.1542    1.5690    0.0311    1.3166    0.0616
-#> 276:    92.8425   -5.9132   -0.1482    2.2426   -0.9662    0.5241    3.4171    0.3709    0.3670    0.1540    1.5689    0.0311    1.3142    0.0617
-#> 277:    92.8412   -5.9139   -0.1481    2.2430   -0.9660    0.5214    3.4228    0.3711    0.3663    0.1540    1.5687    0.0311    1.3173    0.0615
-#> 278:    92.8398   -5.9139   -0.1479    2.2432   -0.9659    0.5184    3.4254    0.3712    0.3654    0.1540    1.5684    0.0311    1.3148    0.0617
-#> 279:    92.8386   -5.9156   -0.1478    2.2433   -0.9661    0.5157    3.4338    0.3713    0.3649    0.1539    1.5682    0.0311    1.3136    0.0618
-#> 280:    92.8378   -5.9173   -0.1478    2.2428   -0.9663    0.5127    3.4381    0.3714    0.3643    0.1537    1.5679    0.0311    1.3104    0.0621
-#> 281:    92.8364   -5.9188   -0.1479    2.2423   -0.9666    0.5089    3.4418    0.3716    0.3634    0.1533    1.5674    0.0311    1.3071    0.0623
-#> 282:    92.8377   -5.9179   -0.1481    2.2418   -0.9668    0.5045    3.4355    0.3717    0.3626    0.1530    1.5686    0.0311    1.3055    0.0624
-#> 283:    92.8385   -5.9157   -0.1485    2.2410   -0.9667    0.5014    3.4260    0.3720    0.3616    0.1527    1.5699    0.0311    1.3072    0.0622
-#> 284:    92.8388   -5.9156   -0.1489    2.2403   -0.9666    0.4977    3.4274    0.3723    0.3605    0.1525    1.5705    0.0310    1.3081    0.0621
-#> 285:    92.8374   -5.9156   -0.1492    2.2395   -0.9668    0.4944    3.4215    0.3727    0.3594    0.1525    1.5716    0.0310    1.3103    0.0619
-#> 286:    92.8376   -5.9168   -0.1496    2.2388   -0.9672    0.4915    3.4197    0.3731    0.3583    0.1526    1.5724    0.0310    1.3141    0.0617
-#> 287:    92.8393   -5.9176   -0.1498    2.2380   -0.9673    0.4886    3.4177    0.3735    0.3572    0.1523    1.5737    0.0309    1.3155    0.0615
-#> 288:    92.8400   -5.9206   -0.1502    2.2372   -0.9675    0.4873    3.4259    0.3739    0.3562    0.1523    1.5739    0.0309    1.3160    0.0614
-#> 289:    92.8404   -5.9217   -0.1506    2.2362   -0.9678    0.4845    3.4269    0.3744    0.3552    0.1524    1.5735    0.0309    1.3165    0.0614
-#> 290:    92.8395   -5.9255   -0.1510    2.2354   -0.9680    0.4830    3.4395    0.3748    0.3543    0.1521    1.5737    0.0308    1.3159    0.0615
-#> 291:    92.8384   -5.9274   -0.1513    2.2345   -0.9680    0.4841    3.4460    0.3752    0.3533    0.1518    1.5742    0.0309    1.3173    0.0613
-#> 292:    92.8384   -5.9276   -0.1515    2.2342   -0.9681    0.4865    3.4437    0.3755    0.3525    0.1516    1.5738    0.0309    1.3163    0.0614
-#> 293:    92.8385   -5.9281   -0.1517    2.2338   -0.9681    0.4882    3.4446    0.3757    0.3516    0.1513    1.5738    0.0308    1.3143    0.0614
-#> 294:    92.8400   -5.9277   -0.1519    2.2335   -0.9680    0.4871    3.4449    0.3758    0.3508    0.1512    1.5736    0.0308    1.3149    0.0614
-#> 295:    92.8414   -5.9279   -0.1520    2.2331   -0.9680    0.4842    3.4523    0.3760    0.3502    0.1510    1.5740    0.0308    1.3153    0.0614
-#> 296:    92.8424   -5.9282   -0.1521    2.2329   -0.9681    0.4835    3.4589    0.3760    0.3496    0.1509    1.5743    0.0307    1.3180    0.0613
-#> 297:    92.8409   -5.9281   -0.1522    2.2325   -0.9683    0.4827    3.4636    0.3760    0.3491    0.1509    1.5745    0.0307    1.3216    0.0611
-#> 298:    92.8395   -5.9276   -0.1522    2.2322   -0.9684    0.4819    3.4641    0.3761    0.3486    0.1508    1.5744    0.0307    1.3226    0.0612
-#> 299:    92.8388   -5.9305   -0.1524    2.2321   -0.9686    0.4800    3.4829    0.3761    0.3481    0.1507    1.5745    0.0307    1.3218    0.0612
-#> 300:    92.8375   -5.9329   -0.1524    2.2321   -0.9683    0.4792    3.4982    0.3761    0.3477    0.1505    1.5745    0.0307    1.3205    0.0613
-#> 301:    92.8359   -5.9337   -0.1524    2.2321   -0.9680    0.4788    3.5056    0.3762    0.3473    0.1503    1.5746    0.0306    1.3182    0.0614
-#> 302:    92.8346   -5.9360   -0.1524    2.2322   -0.9678    0.4800    3.5237    0.3763    0.3470    0.1500    1.5744    0.0306    1.3174    0.0614
-#> 303:    92.8338   -5.9387   -0.1524    2.2324   -0.9674    0.4795    3.5444    0.3764    0.3467    0.1501    1.5738    0.0307    1.3181    0.0613
-#> 304:    92.8318   -5.9436   -0.1524    2.2327   -0.9673    0.4787    3.5819    0.3766    0.3464    0.1502    1.5735    0.0307    1.3191    0.0612
-#> 305:    92.8300   -5.9486   -0.1524    2.2327   -0.9673    0.4794    3.6200    0.3766    0.3460    0.1502    1.5726    0.0308    1.3198    0.0611
-#> 306:    92.8294   -5.9540   -0.1524    2.2328   -0.9673    0.4788    3.6681    0.3766    0.3456    0.1502    1.5723    0.0309    1.3214    0.0610
-#> 307:    92.8287   -5.9579   -0.1525    2.2330   -0.9669    0.4779    3.7052    0.3766    0.3452    0.1498    1.5735    0.0309    1.3235    0.0609
-#> 308:    92.8290   -5.9624   -0.1524    2.2332   -0.9669    0.4775    3.7470    0.3766    0.3448    0.1500    1.5737    0.0309    1.3265    0.0607
-#> 309:    92.8293   -5.9653   -0.1524    2.2333   -0.9668    0.4774    3.7756    0.3766    0.3443    0.1499    1.5736    0.0309    1.3290    0.0605
-#> 310:    92.8289   -5.9672   -0.1523    2.2335   -0.9669    0.4762    3.7957    0.3767    0.3438    0.1499    1.5736    0.0309    1.3316    0.0603
-#> 311:    92.8301   -5.9702   -0.1521    2.2337   -0.9670    0.4755    3.8172    0.3767    0.3432    0.1498    1.5737    0.0309    1.3324    0.0603
-#> 312:    92.8322   -5.9715   -0.1520    2.2341   -0.9670    0.4742    3.8229    0.3767    0.3427    0.1496    1.5734    0.0309    1.3309    0.0603
-#> 313:    92.8338   -5.9713   -0.1517    2.2342   -0.9672    0.4737    3.8202    0.3766    0.3422    0.1494    1.5733    0.0309    1.3306    0.0604
-#> 314:    92.8360   -5.9711   -0.1515    2.2343   -0.9675    0.4725    3.8154    0.3767    0.3417    0.1493    1.5733    0.0309    1.3322    0.0603
-#> 315:    92.8378   -5.9694   -0.1514    2.2343   -0.9680    0.4714    3.8051    0.3767    0.3414    0.1494    1.5734    0.0309    1.3352    0.0601
-#> 316:    92.8400   -5.9683   -0.1514    2.2343   -0.9682    0.4705    3.7984    0.3767    0.3410    0.1495    1.5735    0.0309    1.3354    0.0602
-#> 317:    92.8422   -5.9689   -0.1513    2.2344   -0.9686    0.4695    3.7961    0.3768    0.3406    0.1497    1.5735    0.0309    1.3362    0.0602
-#> 318:    92.8440   -5.9696   -0.1510    2.2347   -0.9689    0.4681    3.7934    0.3769    0.3403    0.1499    1.5731    0.0309    1.3381    0.0601
-#> 319:    92.8458   -5.9710   -0.1508    2.2350   -0.9692    0.4668    3.7913    0.3769    0.3401    0.1500    1.5723    0.0309    1.3403    0.0599
-#> 320:    92.8474   -5.9719   -0.1506    2.2353   -0.9695    0.4667    3.7876    0.3769    0.3400    0.1502    1.5714    0.0309    1.3423    0.0598
-#> 321:    92.8494   -5.9710   -0.1503    2.2355   -0.9696    0.4673    3.7790    0.3769    0.3397    0.1503    1.5709    0.0309    1.3439    0.0597
-#> 322:    92.8511   -5.9693   -0.1501    2.2359   -0.9698    0.4690    3.7674    0.3769    0.3395    0.1503    1.5708    0.0309    1.3451    0.0596
-#> 323:    92.8528   -5.9700   -0.1498    2.2364   -0.9699    0.4696    3.7641    0.3768    0.3394    0.1504    1.5701    0.0310    1.3470    0.0594
-#> 324:    92.8547   -5.9695   -0.1495    2.2369   -0.9699    0.4703    3.7567    0.3767    0.3392    0.1505    1.5698    0.0310    1.3485    0.0593
-#> 325:    92.8563   -5.9678   -0.1490    2.2376   -0.9702    0.4701    3.7473    0.3769    0.3395    0.1505    1.5702    0.0311    1.3494    0.0592
-#> 326:    92.8582   -5.9676   -0.1486    2.2382   -0.9703    0.4709    3.7434    0.3771    0.3397    0.1506    1.5700    0.0311    1.3479    0.0593
-#> 327:    92.8603   -5.9665   -0.1481    2.2389   -0.9704    0.4716    3.7361    0.3769    0.3399    0.1507    1.5699    0.0311    1.3471    0.0594
-#> 328:    92.8622   -5.9671   -0.1477    2.2397   -0.9704    0.4726    3.7379    0.3767    0.3398    0.1507    1.5698    0.0311    1.3481    0.0593
-#> 329:    92.8639   -5.9667   -0.1473    2.2405   -0.9707    0.4735    3.7366    0.3766    0.3398    0.1506    1.5696    0.0311    1.3482    0.0593
-#> 330:    92.8663   -5.9673   -0.1469    2.2413   -0.9708    0.4736    3.7382    0.3765    0.3397    0.1506    1.5691    0.0312    1.3492    0.0592
-#> 331:    92.8674   -5.9670   -0.1464    2.2420   -0.9710    0.4740    3.7350    0.3763    0.3397    0.1507    1.5689    0.0312    1.3512    0.0591
-#> 332:    92.8681   -5.9664   -0.1460    2.2428   -0.9710    0.4737    3.7311    0.3762    0.3396    0.1509    1.5687    0.0312    1.3527    0.0590
-#> 333:    92.8683   -5.9649   -0.1456    2.2436   -0.9708    0.4727    3.7232    0.3760    0.3397    0.1509    1.5686    0.0312    1.3505    0.0591
-#> 334:    92.8690   -5.9642   -0.1452    2.2444   -0.9707    0.4723    3.7194    0.3758    0.3399    0.1511    1.5682    0.0312    1.3490    0.0592
-#> 335:    92.8698   -5.9656   -0.1447    2.2454   -0.9707    0.4722    3.7289    0.3756    0.3400    0.1512    1.5674    0.0313    1.3476    0.0592
-#> 336:    92.8691   -5.9664   -0.1443    2.2463   -0.9706    0.4724    3.7333    0.3753    0.3401    0.1511    1.5669    0.0313    1.3455    0.0593
-#> 337:    92.8687   -5.9670   -0.1440    2.2471   -0.9705    0.4742    3.7378    0.3749    0.3402    0.1510    1.5665    0.0314    1.3433    0.0594
-#> 338:    92.8683   -5.9663   -0.1435    2.2480   -0.9703    0.4747    3.7370    0.3746    0.3405    0.1510    1.5663    0.0313    1.3402    0.0595
-#> 339:    92.8682   -5.9650   -0.1431    2.2488   -0.9701    0.4760    3.7332    0.3743    0.3408    0.1509    1.5661    0.0313    1.3374    0.0597
-#> 340:    92.8684   -5.9639   -0.1427    2.2496   -0.9699    0.4774    3.7283    0.3739    0.3411    0.1510    1.5658    0.0313    1.3358    0.0597
-#> 341:    92.8685   -5.9610   -0.1423    2.2504   -0.9696    0.4782    3.7169    0.3735    0.3413    0.1510    1.5661    0.0313    1.3338    0.0598
-#> 342:    92.8681   -5.9581   -0.1419    2.2512   -0.9696    0.4802    3.7060    0.3731    0.3416    0.1511    1.5661    0.0313    1.3316    0.0599
-#> 343:    92.8671   -5.9557   -0.1414    2.2521   -0.9697    0.4821    3.6971    0.3726    0.3419    0.1510    1.5667    0.0313    1.3292    0.0601
-#> 344:    92.8662   -5.9550   -0.1409    2.2531   -0.9696    0.4825    3.6931    0.3722    0.3424    0.1509    1.5660    0.0314    1.3269    0.0602
-#> 345:    92.8651   -5.9542   -0.1405    2.2542   -0.9696    0.4825    3.6886    0.3717    0.3429    0.1511    1.5645    0.0315    1.3252    0.0602
-#> 346:    92.8636   -5.9534   -0.1401    2.2549   -0.9696    0.4822    3.6821    0.3714    0.3432    0.1510    1.5638    0.0315    1.3231    0.0603
-#> 347:    92.8622   -5.9532   -0.1397    2.2557   -0.9696    0.4815    3.6782    0.3712    0.3435    0.1509    1.5636    0.0315    1.3220    0.0604
-#> 348:    92.8593   -5.9538   -0.1394    2.2566   -0.9697    0.4813    3.6787    0.3709    0.3438    0.1508    1.5634    0.0315    1.3202    0.0605
-#> 349:    92.8574   -5.9532   -0.1389    2.2574   -0.9697    0.4808    3.6739    0.3706    0.3440    0.1506    1.5630    0.0316    1.3179    0.0606
-#> 350:    92.8561   -5.9528   -0.1385    2.2583   -0.9697    0.4801    3.6705    0.3703    0.3443    0.1505    1.5625    0.0316    1.3161    0.0607
-#> 351:    92.8541   -5.9518   -0.1381    2.2591   -0.9697    0.4804    3.6650    0.3700    0.3446    0.1505    1.5619    0.0316    1.3141    0.0608
-#> 352:    92.8528   -5.9516   -0.1377    2.2599   -0.9700    0.4818    3.6626    0.3698    0.3449    0.1504    1.5614    0.0316    1.3122    0.0609
-#> 353:    92.8506   -5.9518   -0.1373    2.2607   -0.9700    0.4836    3.6601    0.3697    0.3451    0.1506    1.5604    0.0317    1.3116    0.0610
-#> 354:    92.8482   -5.9507   -0.1369    2.2615   -0.9700    0.4852    3.6520    0.3696    0.3451    0.1506    1.5595    0.0317    1.3099    0.0611
-#> 355:    92.8459   -5.9500   -0.1365    2.2624   -0.9699    0.4873    3.6467    0.3695    0.3454    0.1505    1.5589    0.0318    1.3090    0.0611
-#> 356:    92.8441   -5.9494   -0.1361    2.2632   -0.9700    0.4893    3.6407    0.3696    0.3456    0.1505    1.5581    0.0319    1.3083    0.0612
-#> 357:    92.8425   -5.9492   -0.1356    2.2641   -0.9700    0.4906    3.6359    0.3696    0.3459    0.1506    1.5568    0.0320    1.3082    0.0612
-#> 358:    92.8414   -5.9487   -0.1351    2.2649   -0.9700    0.4914    3.6300    0.3697    0.3460    0.1506    1.5559    0.0321    1.3064    0.0613
-#> 359:    92.8395   -5.9487   -0.1346    2.2657   -0.9700    0.4923    3.6262    0.3699    0.3462    0.1507    1.5558    0.0321    1.3050    0.0614
-#> 360:    92.8373   -5.9478   -0.1341    2.2666   -0.9700    0.4922    3.6206    0.3700    0.3465    0.1509    1.5553    0.0322    1.3061    0.0614
-#> 361:    92.8353   -5.9475   -0.1337    2.2673   -0.9699    0.4912    3.6183    0.3700    0.3469    0.1510    1.5549    0.0322    1.3051    0.0614
-#> 362:    92.8339   -5.9474   -0.1333    2.2681   -0.9699    0.4896    3.6164    0.3700    0.3472    0.1510    1.5549    0.0322    1.3041    0.0616
-#> 363:    92.8318   -5.9470   -0.1328    2.2690   -0.9696    0.4882    3.6136    0.3700    0.3476    0.1510    1.5541    0.0323    1.3035    0.0616
-#> 364:    92.8305   -5.9460   -0.1325    2.2697   -0.9695    0.4863    3.6099    0.3701    0.3477    0.1510    1.5533    0.0324    1.3028    0.0616
-#> 365:    92.8300   -5.9451   -0.1320    2.2705   -0.9693    0.4851    3.6083    0.3703    0.3479    0.1511    1.5535    0.0324    1.3017    0.0617
-#> 366:    92.8290   -5.9444   -0.1317    2.2710   -0.9691    0.4841    3.6062    0.3707    0.3476    0.1512    1.5534    0.0325    1.3013    0.0617
-#> 367:    92.8279   -5.9438   -0.1313    2.2715   -0.9688    0.4829    3.6026    0.3711    0.3473    0.1513    1.5537    0.0325    1.2996    0.0618
-#> 368:    92.8270   -5.9437   -0.1310    2.2721   -0.9687    0.4824    3.6015    0.3715    0.3471    0.1513    1.5535    0.0325    1.2984    0.0619
-#> 369:    92.8268   -5.9444   -0.1306    2.2726   -0.9686    0.4829    3.6042    0.3718    0.3469    0.1514    1.5530    0.0325    1.2983    0.0619
-#> 370:    92.8268   -5.9455   -0.1303    2.2732   -0.9686    0.4833    3.6099    0.3721    0.3466    0.1513    1.5526    0.0326    1.2971    0.0619
-#> 371:    92.8269   -5.9462   -0.1300    2.2737   -0.9686    0.4842    3.6169    0.3723    0.3465    0.1512    1.5516    0.0326    1.2961    0.0619
-#> 372:    92.8272   -5.9465   -0.1297    2.2741   -0.9685    0.4852    3.6242    0.3726    0.3463    0.1512    1.5507    0.0327    1.2950    0.0620
-#> 373:    92.8275   -5.9456   -0.1294    2.2746   -0.9686    0.4861    3.6219    0.3729    0.3461    0.1511    1.5501    0.0328    1.2946    0.0620
-#> 374:    92.8278   -5.9445   -0.1291    2.2750   -0.9687    0.4867    3.6175    0.3730    0.3461    0.1509    1.5496    0.0328    1.2942    0.0620
-#> 375:    92.8285   -5.9438   -0.1289    2.2753   -0.9689    0.4874    3.6118    0.3731    0.3459    0.1509    1.5491    0.0329    1.2938    0.0620
-#> 376:    92.8286   -5.9439   -0.1287    2.2755   -0.9689    0.4876    3.6100    0.3733    0.3458    0.1508    1.5488    0.0329    1.2930    0.0621
-#> 377:    92.8289   -5.9431   -0.1285    2.2758   -0.9690    0.4870    3.6054    0.3735    0.3456    0.1508    1.5487    0.0329    1.2921    0.0621
-#> 378:    92.8293   -5.9428   -0.1284    2.2760   -0.9689    0.4865    3.6019    0.3737    0.3454    0.1508    1.5484    0.0329    1.2910    0.0622
-#> 379:    92.8294   -5.9441   -0.1282    2.2763   -0.9688    0.4857    3.6077    0.3739    0.3451    0.1507    1.5480    0.0329    1.2907    0.0622
-#> 380:    92.8296   -5.9448   -0.1281    2.2766   -0.9688    0.4844    3.6104    0.3741    0.3448    0.1506    1.5475    0.0329    1.2901    0.0622
-#> 381:    92.8301   -5.9461   -0.1280    2.2767   -0.9689    0.4833    3.6194    0.3743    0.3444    0.1505    1.5476    0.0329    1.2893    0.0622
-#> 382:    92.8312   -5.9464   -0.1278    2.2768   -0.9689    0.4823    3.6237    0.3745    0.3441    0.1505    1.5476    0.0329    1.2881    0.0622
-#> 383:    92.8317   -5.9459   -0.1277    2.2770   -0.9687    0.4817    3.6282    0.3747    0.3438    0.1504    1.5479    0.0329    1.2875    0.0622
-#> 384:    92.8325   -5.9458   -0.1276    2.2772   -0.9686    0.4818    3.6293    0.3749    0.3434    0.1503    1.5481    0.0329    1.2863    0.0623
-#> 385:    92.8337   -5.9449   -0.1275    2.2773   -0.9685    0.4832    3.6263    0.3751    0.3431    0.1503    1.5481    0.0330    1.2860    0.0622
-#> 386:    92.8346   -5.9455   -0.1274    2.2773   -0.9682    0.4834    3.6283    0.3754    0.3427    0.1501    1.5483    0.0330    1.2851    0.0623
-#> 387:    92.8353   -5.9460   -0.1273    2.2775   -0.9681    0.4831    3.6303    0.3756    0.3424    0.1499    1.5486    0.0330    1.2836    0.0623
-#> 388:    92.8365   -5.9462   -0.1272    2.2777   -0.9680    0.4831    3.6294    0.3759    0.3420    0.1498    1.5486    0.0330    1.2830    0.0624
-#> 389:    92.8378   -5.9456   -0.1271    2.2779   -0.9678    0.4830    3.6260    0.3762    0.3416    0.1497    1.5486    0.0330    1.2816    0.0624
-#> 390:    92.8397   -5.9454   -0.1270    2.2779   -0.9678    0.4835    3.6245    0.3765    0.3413    0.1496    1.5488    0.0330    1.2805    0.0625
-#> 391:    92.8416   -5.9461   -0.1269    2.2780   -0.9679    0.4841    3.6273    0.3768    0.3409    0.1497    1.5486    0.0330    1.2816    0.0624
-#> 392:    92.8430   -5.9471   -0.1269    2.2779   -0.9679    0.4844    3.6293    0.3771    0.3408    0.1498    1.5483    0.0330    1.2830    0.0623
-#> 393:    92.8444   -5.9478   -0.1269    2.2779   -0.9680    0.4841    3.6310    0.3774    0.3407    0.1500    1.5485    0.0330    1.2842    0.0623
-#> 394:    92.8458   -5.9492   -0.1268    2.2779   -0.9680    0.4839    3.6370    0.3775    0.3407    0.1502    1.5484    0.0330    1.2847    0.0622
-#> 395:    92.8474   -5.9501   -0.1268    2.2780   -0.9681    0.4830    3.6391    0.3777    0.3406    0.1503    1.5485    0.0330    1.2849    0.0622
-#> 396:    92.8484   -5.9500   -0.1267    2.2781   -0.9682    0.4820    3.6369    0.3778    0.3406    0.1504    1.5490    0.0330    1.2850    0.0622
-#> 397:    92.8497   -5.9490   -0.1267    2.2782   -0.9680    0.4813    3.6308    0.3779    0.3407    0.1504    1.5494    0.0330    1.2848    0.0622
-#> 398:    92.8511   -5.9478   -0.1267    2.2782   -0.9679    0.4811    3.6256    0.3780    0.3407    0.1505    1.5498    0.0330    1.2844    0.0622
-#> 399:    92.8531   -5.9467   -0.1266    2.2782   -0.9680    0.4804    3.6208    0.3781    0.3407    0.1505    1.5505    0.0330    1.2842    0.0623
-#> 400:    92.8545   -5.9465   -0.1266    2.2782   -0.9679    0.4793    3.6175    0.3783    0.3406    0.1505    1.5506    0.0329    1.2833    0.0623
-#> 401:    92.8558   -5.9458   -0.1266    2.2781   -0.9679    0.4787    3.6135    0.3784    0.3406    0.1506    1.5506    0.0329    1.2836    0.0623
-#> 402:    92.8571   -5.9454   -0.1266    2.2780   -0.9678    0.4788    3.6122    0.3786    0.3405    0.1506    1.5508    0.0329    1.2841    0.0623
-#> 403:    92.8583   -5.9454   -0.1267    2.2778   -0.9679    0.4794    3.6115    0.3790    0.3402    0.1507    1.5508    0.0330    1.2859    0.0622
-#> 404:    92.8593   -5.9466   -0.1268    2.2776   -0.9681    0.4787    3.6149    0.3793    0.3401    0.1508    1.5507    0.0330    1.2875    0.0621
-#> 405:    92.8598   -5.9475   -0.1269    2.2774   -0.9681    0.4781    3.6208    0.3796    0.3399    0.1509    1.5507    0.0330    1.2888    0.0620
-#> 406:    92.8596   -5.9480   -0.1269    2.2773   -0.9680    0.4776    3.6238    0.3798    0.3397    0.1509    1.5508    0.0330    1.2895    0.0619
-#> 407:    92.8588   -5.9487   -0.1270    2.2773   -0.9679    0.4773    3.6289    0.3801    0.3395    0.1508    1.5510    0.0331    1.2887    0.0619
-#> 408:    92.8587   -5.9489   -0.1271    2.2771   -0.9677    0.4777    3.6323    0.3804    0.3391    0.1508    1.5513    0.0331    1.2878    0.0620
-#> 409:    92.8585   -5.9498   -0.1272    2.2770   -0.9677    0.4791    3.6383    0.3806    0.3389    0.1506    1.5512    0.0331    1.2865    0.0621
-#> 410:    92.8574   -5.9522   -0.1272    2.2769   -0.9676    0.4810    3.6538    0.3809    0.3387    0.1507    1.5509    0.0331    1.2855    0.0621
-#> 411:    92.8568   -5.9532   -0.1272    2.2767   -0.9675    0.4817    3.6651    0.3811    0.3385    0.1507    1.5508    0.0332    1.2842    0.0622
-#> 412:    92.8562   -5.9535   -0.1273    2.2767   -0.9674    0.4819    3.6756    0.3812    0.3383    0.1507    1.5509    0.0332    1.2851    0.0621
-#> 413:    92.8559   -5.9542   -0.1274    2.2766   -0.9672    0.4824    3.6881    0.3814    0.3381    0.1507    1.5514    0.0332    1.2848    0.0621
-#> 414:    92.8556   -5.9550   -0.1274    2.2765   -0.9670    0.4835    3.6990    0.3815    0.3379    0.1507    1.5519    0.0332    1.2838    0.0622
-#> 415:    92.8551   -5.9566   -0.1274    2.2764   -0.9669    0.4838    3.7133    0.3816    0.3377    0.1506    1.5522    0.0332    1.2828    0.0623
-#> 416:    92.8547   -5.9581   -0.1275    2.2764   -0.9668    0.4848    3.7276    0.3818    0.3374    0.1504    1.5526    0.0332    1.2814    0.0623
-#> 417:    92.8538   -5.9581   -0.1274    2.2764   -0.9667    0.4856    3.7321    0.3818    0.3372    0.1503    1.5532    0.0332    1.2800    0.0624
-#> 418:    92.8527   -5.9590   -0.1273    2.2766   -0.9665    0.4869    3.7398    0.3817    0.3372    0.1502    1.5532    0.0332    1.2787    0.0625
-#> 419:    92.8524   -5.9596   -0.1272    2.2768   -0.9663    0.4869    3.7467    0.3817    0.3372    0.1501    1.5531    0.0332    1.2779    0.0625
-#> 420:    92.8520   -5.9598   -0.1271    2.2771   -0.9662    0.4863    3.7494    0.3817    0.3372    0.1501    1.5528    0.0332    1.2774    0.0625
-#> 421:    92.8516   -5.9601   -0.1270    2.2772   -0.9661    0.4855    3.7541    0.3817    0.3372    0.1500    1.5527    0.0333    1.2763    0.0625
-#> 422:    92.8509   -5.9602   -0.1270    2.2775   -0.9659    0.4855    3.7554    0.3818    0.3371    0.1499    1.5525    0.0333    1.2753    0.0626
-#> 423:    92.8497   -5.9608   -0.1269    2.2777   -0.9658    0.4855    3.7590    0.3819    0.3371    0.1499    1.5524    0.0334    1.2746    0.0626
-#> 424:    92.8490   -5.9620   -0.1269    2.2779   -0.9658    0.4852    3.7657    0.3820    0.3370    0.1498    1.5521    0.0334    1.2740    0.0626
-#> 425:    92.8481   -5.9615   -0.1268    2.2780   -0.9657    0.4852    3.7639    0.3819    0.3369    0.1497    1.5520    0.0334    1.2741    0.0625
-#> 426:    92.8471   -5.9611   -0.1267    2.2783   -0.9656    0.4859    3.7632    0.3819    0.3369    0.1495    1.5520    0.0335    1.2744    0.0625
-#> 427:    92.8470   -5.9605   -0.1266    2.2784   -0.9655    0.4856    3.7616    0.3819    0.3368    0.1494    1.5522    0.0335    1.2739    0.0625
-#> 428:    92.8464   -5.9602   -0.1266    2.2786   -0.9653    0.4851    3.7603    0.3820    0.3367    0.1493    1.5522    0.0335    1.2731    0.0625
-#> 429:    92.8450   -5.9593   -0.1265    2.2788   -0.9652    0.4852    3.7573    0.3820    0.3366    0.1493    1.5525    0.0335    1.2720    0.0626
-#> 430:    92.8440   -5.9590   -0.1264    2.2789   -0.9651    0.4862    3.7586    0.3821    0.3365    0.1493    1.5524    0.0335    1.2710    0.0627
-#> 431:    92.8428   -5.9583   -0.1263    2.2791   -0.9649    0.4868    3.7575    0.3821    0.3365    0.1493    1.5522    0.0335    1.2698    0.0627
-#> 432:    92.8417   -5.9583   -0.1262    2.2793   -0.9649    0.4881    3.7580    0.3821    0.3365    0.1493    1.5518    0.0335    1.2683    0.0628
-#> 433:    92.8404   -5.9589   -0.1261    2.2796   -0.9648    0.4888    3.7614    0.3821    0.3364    0.1494    1.5513    0.0335    1.2681    0.0628
-#> 434:    92.8392   -5.9585   -0.1260    2.2798   -0.9646    0.4900    3.7602    0.3821    0.3363    0.1494    1.5509    0.0336    1.2686    0.0627
-#> 435:    92.8376   -5.9587   -0.1260    2.2801   -0.9645    0.4913    3.7622    0.3822    0.3362    0.1494    1.5506    0.0336    1.2677    0.0627
-#> 436:    92.8367   -5.9581   -0.1259    2.2802   -0.9646    0.4912    3.7594    0.3821    0.3361    0.1494    1.5504    0.0336    1.2684    0.0627
-#> 437:    92.8352   -5.9588   -0.1259    2.2803   -0.9647    0.4910    3.7634    0.3821    0.3360    0.1494    1.5501    0.0337    1.2695    0.0626
-#> 438:    92.8332   -5.9592   -0.1259    2.2804   -0.9648    0.4913    3.7649    0.3821    0.3358    0.1494    1.5498    0.0337    1.2705    0.0625
-#> 439:    92.8310   -5.9589   -0.1258    2.2805   -0.9648    0.4916    3.7630    0.3821    0.3357    0.1494    1.5497    0.0337    1.2713    0.0625
-#> 440:    92.8292   -5.9590   -0.1258    2.2806   -0.9649    0.4915    3.7620    0.3821    0.3355    0.1493    1.5494    0.0338    1.2712    0.0625
-#> 441:    92.8276   -5.9590   -0.1258    2.2808   -0.9650    0.4915    3.7619    0.3822    0.3353    0.1493    1.5493    0.0338    1.2712    0.0625
-#> 442:    92.8258   -5.9587   -0.1257    2.2809   -0.9650    0.4927    3.7592    0.3822    0.3351    0.1493    1.5493    0.0338    1.2707    0.0625
-#> 443:    92.8241   -5.9586   -0.1256    2.2811   -0.9651    0.4941    3.7563    0.3822    0.3350    0.1493    1.5491    0.0338    1.2704    0.0625
-#> 444:    92.8228   -5.9591   -0.1256    2.2812   -0.9651    0.4954    3.7566    0.3822    0.3349    0.1493    1.5488    0.0339    1.2703    0.0625
-#> 445:    92.8210   -5.9596   -0.1256    2.2813   -0.9652    0.4972    3.7573    0.3821    0.3348    0.1493    1.5484    0.0339    1.2702    0.0625
-#> 446:    92.8193   -5.9595   -0.1255    2.2815   -0.9652    0.4989    3.7551    0.3821    0.3348    0.1494    1.5482    0.0339    1.2708    0.0624
-#> 447:    92.8183   -5.9598   -0.1255    2.2817   -0.9652    0.5002    3.7548    0.3820    0.3347    0.1494    1.5478    0.0339    1.2710    0.0624
-#> 448:    92.8177   -5.9607   -0.1255    2.2818   -0.9653    0.5019    3.7585    0.3819    0.3347    0.1495    1.5475    0.0340    1.2711    0.0624
-#> 449:    92.8171   -5.9613   -0.1254    2.2819   -0.9654    0.5040    3.7592    0.3819    0.3347    0.1495    1.5474    0.0340    1.2711    0.0624
-#> 450:    92.8164   -5.9621   -0.1253    2.2821   -0.9655    0.5060    3.7632    0.3818    0.3346    0.1495    1.5470    0.0340    1.2704    0.0624
-#> 451:    92.8157   -5.9628   -0.1253    2.2822   -0.9655    0.5082    3.7655    0.3816    0.3346    0.1495    1.5469    0.0340    1.2699    0.0625
-#> 452:    92.8157   -5.9633   -0.1252    2.2824   -0.9656    0.5092    3.7657    0.3815    0.3346    0.1495    1.5468    0.0340    1.2691    0.0625
-#> 453:    92.8155   -5.9631   -0.1252    2.2823   -0.9657    0.5099    3.7646    0.3815    0.3347    0.1494    1.5470    0.0340    1.2684    0.0625
-#> 454:    92.8149   -5.9627   -0.1252    2.2823   -0.9656    0.5110    3.7623    0.3815    0.3347    0.1495    1.5470    0.0340    1.2678    0.0626
-#> 455:    92.8147   -5.9626   -0.1253    2.2822   -0.9656    0.5118    3.7610    0.3816    0.3347    0.1495    1.5471    0.0340    1.2675    0.0626
-#> 456:    92.8146   -5.9631   -0.1253    2.2821   -0.9657    0.5124    3.7612    0.3817    0.3348    0.1495    1.5473    0.0340    1.2684    0.0625
-#> 457:    92.8146   -5.9639   -0.1253    2.2820   -0.9658    0.5131    3.7636    0.3817    0.3347    0.1494    1.5471    0.0340    1.2683    0.0625
-#> 458:    92.8142   -5.9641   -0.1254    2.2818   -0.9658    0.5143    3.7637    0.3817    0.3347    0.1493    1.5472    0.0340    1.2679    0.0626
-#> 459:    92.8129   -5.9636   -0.1254    2.2818   -0.9660    0.5155    3.7609    0.3817    0.3347    0.1493    1.5474    0.0340    1.2692    0.0625
-#> 460:    92.8118   -5.9630   -0.1254    2.2817   -0.9660    0.5155    3.7563    0.3818    0.3347    0.1493    1.5476    0.0340    1.2703    0.0624
-#> 461:    92.8102   -5.9625   -0.1255    2.2816   -0.9661    0.5159    3.7525    0.3818    0.3347    0.1493    1.5478    0.0340    1.2711    0.0624
-#> 462:    92.8090   -5.9628   -0.1255    2.2814   -0.9661    0.5163    3.7520    0.3819    0.3347    0.1492    1.5481    0.0340    1.2708    0.0624
-#> 463:    92.8075   -5.9633   -0.1256    2.2813   -0.9660    0.5180    3.7534    0.3819    0.3347    0.1491    1.5484    0.0340    1.2705    0.0624
-#> 464:    92.8066   -5.9628   -0.1256    2.2812   -0.9659    0.5194    3.7507    0.3820    0.3347    0.1490    1.5485    0.0340    1.2702    0.0624
-#> 465:    92.8058   -5.9627   -0.1257    2.2811   -0.9658    0.5212    3.7506    0.3820    0.3347    0.1490    1.5484    0.0340    1.2696    0.0625
-#> 466:    92.8055   -5.9624   -0.1258    2.2808   -0.9656    0.5227    3.7510    0.3821    0.3347    0.1489    1.5487    0.0340    1.2704    0.0624
-#> 467:    92.8052   -5.9624   -0.1260    2.2805   -0.9656    0.5242    3.7518    0.3822    0.3346    0.1488    1.5488    0.0340    1.2715    0.0623
-#> 468:    92.8054   -5.9623   -0.1261    2.2803   -0.9654    0.5260    3.7545    0.3823    0.3346    0.1487    1.5493    0.0340    1.2730    0.0623
-#> 469:    92.8052   -5.9629   -0.1262    2.2803   -0.9654    0.5278    3.7617    0.3824    0.3346    0.1486    1.5495    0.0340    1.2737    0.0622
-#> 470:    92.8055   -5.9638   -0.1263    2.2802   -0.9653    0.5290    3.7667    0.3825    0.3347    0.1486    1.5494    0.0341    1.2729    0.0623
-#> 471:    92.8061   -5.9645   -0.1263    2.2801   -0.9653    0.5293    3.7702    0.3825    0.3347    0.1485    1.5494    0.0341    1.2724    0.0623
-#> 472:    92.8057   -5.9645   -0.1264    2.2800   -0.9653    0.5288    3.7699    0.3826    0.3347    0.1484    1.5495    0.0341    1.2728    0.0623
-#> 473:    92.8053   -5.9643   -0.1265    2.2799   -0.9652    0.5282    3.7701    0.3827    0.3347    0.1483    1.5494    0.0341    1.2721    0.0623
-#> 474:    92.8049   -5.9638   -0.1266    2.2798   -0.9653    0.5273    3.7676    0.3828    0.3347    0.1483    1.5495    0.0341    1.2722    0.0623
-#> 475:    92.8041   -5.9639   -0.1267    2.2796   -0.9654    0.5269    3.7668    0.3829    0.3347    0.1482    1.5495    0.0341    1.2721    0.0623
-#> 476:    92.8032   -5.9641   -0.1269    2.2794   -0.9653    0.5260    3.7681    0.3830    0.3347    0.1481    1.5496    0.0341    1.2716    0.0623
-#> 477:    92.8026   -5.9634   -0.1270    2.2792   -0.9653    0.5249    3.7647    0.3831    0.3347    0.1480    1.5500    0.0341    1.2716    0.0623
-#> 478:    92.8021   -5.9627   -0.1271    2.2789   -0.9653    0.5241    3.7606    0.3832    0.3346    0.1480    1.5500    0.0341    1.2718    0.0623
-#> 479:    92.8019   -5.9623   -0.1272    2.2787   -0.9654    0.5241    3.7581    0.3833    0.3345    0.1480    1.5502    0.0342    1.2714    0.0624
-#> 480:    92.8017   -5.9631   -0.1274    2.2784   -0.9654    0.5241    3.7606    0.3835    0.3344    0.1479    1.5503    0.0342    1.2711    0.0624
-#> 481:    92.8020   -5.9638   -0.1275    2.2781   -0.9654    0.5237    3.7659    0.3837    0.3343    0.1478    1.5508    0.0342    1.2720    0.0624
-#> 482:    92.8024   -5.9640   -0.1278    2.2777   -0.9654    0.5228    3.7668    0.3838    0.3342    0.1478    1.5512    0.0342    1.2729    0.0623
-#> 483:    92.8017   -5.9645   -0.1280    2.2773   -0.9654    0.5224    3.7676    0.3840    0.3341    0.1478    1.5515    0.0342    1.2741    0.0622
-#> 484:    92.8012   -5.9642   -0.1281    2.2771   -0.9653    0.5221    3.7649    0.3841    0.3340    0.1478    1.5521    0.0341    1.2747    0.0622
-#> 485:    92.8009   -5.9642   -0.1283    2.2769   -0.9653    0.5214    3.7635    0.3842    0.3339    0.1479    1.5523    0.0341    1.2752    0.0622
-#> 486:    92.8002   -5.9639   -0.1284    2.2767   -0.9652    0.5213    3.7609    0.3842    0.3339    0.1480    1.5523    0.0341    1.2760    0.0621
-#> 487:    92.7998   -5.9636   -0.1285    2.2767   -0.9652    0.5212    3.7603    0.3842    0.3339    0.1480    1.5525    0.0341    1.2762    0.0621
-#> 488:    92.7995   -5.9634   -0.1285    2.2766   -0.9652    0.5218    3.7592    0.3841    0.3339    0.1480    1.5530    0.0341    1.2773    0.0621
-#> 489:    92.7996   -5.9630   -0.1286    2.2765   -0.9653    0.5220    3.7578    0.3841    0.3339    0.1480    1.5532    0.0341    1.2778    0.0621
-#> 490:    92.8001   -5.9629   -0.1287    2.2764   -0.9652    0.5226    3.7573    0.3841    0.3339    0.1479    1.5533    0.0341    1.2788    0.0620
-#> 491:    92.8001   -5.9629   -0.1287    2.2762   -0.9651    0.5225    3.7568    0.3841    0.3338    0.1479    1.5533    0.0341    1.2790    0.0620
-#> 492:    92.8005   -5.9625   -0.1288    2.2761   -0.9651    0.5228    3.7544    0.3840    0.3339    0.1479    1.5536    0.0341    1.2797    0.0619
-#> 493:    92.8010   -5.9626   -0.1289    2.2759   -0.9651    0.5228    3.7544    0.3840    0.3339    0.1479    1.5537    0.0340    1.2795    0.0620
-#> 494:    92.8014   -5.9623   -0.1290    2.2757   -0.9651    0.5239    3.7523    0.3839    0.3340    0.1479    1.5540    0.0340    1.2790    0.0620
-#> 495:    92.8017   -5.9617   -0.1291    2.2755   -0.9652    0.5244    3.7491    0.3838    0.3341    0.1480    1.5540    0.0340    1.2787    0.0621
-#> 496:    92.8019   -5.9613   -0.1291    2.2754   -0.9652    0.5246    3.7459    0.3837    0.3341    0.1481    1.5539    0.0340    1.2802    0.0620
-#> 497:    92.8023   -5.9611   -0.1292    2.2753   -0.9653    0.5252    3.7447    0.3836    0.3340    0.1482    1.5539    0.0340    1.2814    0.0620
-#> 498:    92.8025   -5.9615   -0.1292    2.2752   -0.9653    0.5254    3.7446    0.3836    0.3339    0.1483    1.5539    0.0340    1.2825    0.0619
-#> 499:    92.8033   -5.9616   -0.1292    2.2751   -0.9654    0.5254    3.7447    0.3836    0.3338    0.1483    1.5538    0.0340    1.2834    0.0619
-#> 500:    92.8041   -5.9630   -0.1292    2.2752   -0.9655    0.5248    3.7529    0.3836    0.3337    0.1484    1.5538    0.0340    1.2841    0.0619
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_fomc_sfo_focei_obs_tc <- nlmixr(f_mmkin_tc["FOMC-SFO", ], est = "focei",
+
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> 1:    92.0624   -5.2854    0.1952    1.9494   -1.9431    2.8500    1.6150    0.7315    0.7220    0.4370    6.8425    0.4265    7.3797    0.5659
+#> 2:    92.7371   -5.3819    0.0345    2.0839   -2.0310    2.7075    1.5342    0.6949    0.8358    0.4151    7.2043    0.0003    8.1096    0.0003
+#> 3:    9.2941e+01  -5.7880e+00   1.0336e-01   2.5772e+00  -1.5152e+00   2.5721e+00   1.4575e+00   6.6018e-01   7.9403e-01   3.9439e-01   4.5749e+00   1.5986e-05   5.1354e+00   2.8796e-05
+#> 4:    92.6277   -5.8599    0.0858    2.5068   -1.3253    2.4435    1.3847    0.6272    0.7543    0.3747    3.4165    0.0001    3.9071    0.0016
+#> 5:    93.0289   -6.0258    0.0528    2.4932   -1.1961    2.3213    1.3154    0.5958    0.7166    0.3559    3.2552    0.0069    3.3744    0.0170
+#> 6:    93.2107   -6.2881    0.0143    2.4052   -1.1930    2.2053    2.2853    0.5660    0.6808    0.3381    2.8020    0.0086    3.1436    0.0256
+#> 7:    93.0563   -6.3624   -0.0104    2.3989   -1.1521    2.0950    2.4414    0.5377    0.6467    0.3212    2.6528    0.0209    2.8462    0.0289
+#> 8:    93.0567   -6.2699   -0.0303    2.3700   -1.0941    1.9903    2.5004    0.5204    0.6144    0.3052    2.3448    0.0314    2.5026    0.0349
+#> 9:    92.8366   -6.2013   -0.0507    2.3798   -1.0963    1.8907    2.6552    0.4943    0.5837    0.2899    2.2219    0.0368    2.2604    0.0448
+#> 10:    92.9069   -6.2499   -0.1116    2.3100   -1.0557    1.9625    3.9231    0.4696    0.5545    0.2754    2.0980    0.0359    2.1413    0.0325
+#> 11:    92.9942   -6.2134   -0.1037    2.3109   -1.0441    1.8643    3.7270    0.4755    0.5268    0.2616    1.9711    0.0372    1.9901    0.0355
+#> 12:    92.9262   -6.2511   -0.1133    2.2707   -1.0465    1.8430    4.3304    0.4697    0.5004    0.2486    1.8083    0.0346    1.9184    0.0356
+#> 13:    93.0761   -6.3559   -0.1106    2.2534   -1.0162    2.4826    5.2857    0.4685    0.4754    0.2361    1.7896    0.0331    1.9865    0.0342
+#> 14:    93.0929   -6.1852   -0.1058    2.2972   -1.0175    2.9964    5.0214    0.4451    0.4516    0.2243    1.8316    0.0309    1.9112    0.0348
+#> 15:    93.3343   -6.3408   -0.1025    2.2905   -0.9962    3.1132    4.9630    0.4594    0.4291    0.2131    1.8198    0.0338    1.9154    0.0372
+#> 16:    92.9959   -6.2227   -0.1016    2.2869   -1.0103    3.3338    4.7149    0.4598    0.4076    0.2025    1.8726    0.0327    1.9617    0.0361
+#> 17:    93.0394   -6.2586   -0.1027    2.2932   -0.9991    3.1671    4.8730    0.4591    0.3872    0.1923    1.8405    0.0336    2.0192    0.0242
+#> 18:    93.2374   -6.3410   -0.1110    2.2965   -0.9689    3.0087    5.4325    0.4632    0.3679    0.1827    1.9051    0.0351    1.9247    0.0277
+#> 19:    93.0557   -6.4503   -0.1011    2.2941   -0.9884    2.8583    6.2872    0.4742    0.3495    0.1736    1.8054    0.0345    1.9173    0.0260
+#> 20:    92.9280   -6.4945   -0.1018    2.2902   -0.9864    3.5934    6.8737    0.4751    0.3320    0.1649    1.7097    0.0372    1.9483    0.0225
+#> 21:    93.2023   -6.3418   -0.1033    2.2846   -0.9863    3.4138    6.5300    0.4710    0.3154    0.1567    1.7507    0.0318    1.9030    0.0249
+#> 22:    93.5494   -6.1985   -0.1078    2.2991   -1.0171    3.2431    6.2035    0.4475    0.2996    0.1488    1.7370    0.0342    1.8124    0.0282
+#> 23:    93.3588   -6.2577   -0.1084    2.2654   -0.9956    3.0809    5.8933    0.4393    0.2869    0.1481    1.6928    0.0380    1.8288    0.0254
+#> 24:    93.5705   -6.4876   -0.1083    2.2606   -1.0062    3.7095    6.7801    0.4459    0.2726    0.1684    1.7001    0.0377    1.9012    0.0249
+#> 25:    93.9726   -6.5638   -0.1239    2.2374   -1.0071    5.1357    6.6571    0.4608    0.2755    0.1600    1.6615    0.0382    1.8846    0.0213
+#> 26:    93.8894   -6.5073   -0.1120    2.2645   -1.0327    4.8789    6.3243    0.4473    0.3014    0.1520    1.7152    0.0340    1.8990    0.0254
+#> 27:    94.5348   -6.3868   -0.0891    2.3139   -1.0361    5.3856    6.0081    0.4250    0.3080    0.1453    1.7028    0.0385    1.7853    0.0304
+#> 28:    93.9221   -6.1747   -0.1039    2.3013   -1.0087    5.1163    5.7077    0.4214    0.3136    0.1634    1.6823    0.0340    1.7487    0.0353
+#> 29:    93.4946   -6.0264   -0.0940    2.3124   -1.0166    5.3744    5.4223    0.4404    0.3114    0.1813    1.6310    0.0370    1.7646    0.0367
+#> 30:    93.9287   -5.9114   -0.0967    2.3078   -1.0090    5.2017    5.1512    0.4381    0.3048    0.2091    1.5825    0.0393    1.7431    0.0312
+#> 31:    93.7065   -6.0174   -0.0928    2.2917   -0.9880    5.1935    4.8936    0.4352    0.3109    0.1986    1.5876    0.0392    1.8465    0.0280
+#> 32:    93.7675   -5.6444   -0.0918    2.3145   -0.9664    4.9338    4.6489    0.4332    0.3090    0.1918    1.6874    0.0332    1.7501    0.0331
+#> 33:    94.2589   -5.7637   -0.0865    2.3130   -0.9733    4.6871    4.4165    0.4235    0.2935    0.1865    1.7173    0.0355    1.7365    0.0334
+#> 34:    94.0788   -5.7432   -0.1022    2.3049   -0.9681    4.4528    4.1957    0.4319    0.2962    0.1772    1.6357    0.0361    1.4755    0.0574
+#> 35:    94.0798   -5.8549   -0.0929    2.2856   -0.9849    4.2301    3.9859    0.4391    0.2937    0.1734    1.6460    0.0275    1.7739    0.0379
+#> 36:    93.9997   -5.8708   -0.0890    2.2870   -1.0134    4.0186    3.7866    0.4268    0.2819    0.1840    1.5830    0.0258    1.8922    0.0320
+#> 37:    93.8186   -5.8979   -0.0973    2.2807   -1.0197    3.8177    3.5973    0.4280    0.2778    0.1799    1.5783    0.0282    1.7697    0.0404
+#> 38:    94.0728   -5.9601   -0.0936    2.3011   -1.0381    3.6268    3.4174    0.4186    0.2944    0.1864    1.5780    0.0294    1.5210    0.0558
+#> 39:    94.0504   -5.8302   -0.0995    2.2847   -1.0418    3.4455    3.2465    0.4240    0.2796    0.1771    1.6888    0.0242    1.7744    0.0366
+#> 40:    93.8918   -5.9418   -0.0988    2.2925   -1.0613    3.2732    3.0842    0.4144    0.2672    0.1837    1.7275    0.0232    1.7840    0.0357
+#> 41:    93.7961   -6.0741   -0.0896    2.2932   -1.0359    3.1095    3.2890    0.4236    0.2606    0.1782    1.7591    0.0212    1.8920    0.0273
+#> 42:    93.9458   -6.0319   -0.0909    2.3114   -1.0281    3.0544    3.1246    0.4196    0.2598    0.1839    1.6854    0.0310    1.7586    0.0308
+#> 43:    93.7623   -6.0165   -0.1056    2.2837   -1.0378    3.9092    3.2100    0.4298    0.2468    0.1747    1.7064    0.0286    1.6676    0.0397
+#> 44:    93.4300   -5.9019   -0.1114    2.2716   -1.0167    4.4100    3.0495    0.4476    0.2345    0.1687    1.7989    0.0253    1.7741    0.0299
+#> 45:    93.3475   -5.9962   -0.1231    2.2546   -1.0007    6.4879    3.3965    0.4528    0.2452    0.1602    1.7283    0.0276    1.7219    0.0379
+#> 46:    93.3100   -6.0073   -0.1255    2.2483   -0.9962    6.6009    3.5942    0.4520    0.2533    0.1568    1.6991    0.0258    1.1783    0.0706
+#> 47:    93.4422   -5.8442   -0.1286    2.2578   -0.9819    6.2709    3.4145    0.4492    0.2637    0.1694    1.6754    0.0317    1.3442    0.0599
+#> 48:    93.0996   -5.5881   -0.1307    2.2541   -0.9882    5.9573    3.2438    0.4480    0.2665    0.1695    1.7040    0.0285    1.6825    0.0426
+#> 49:    93.3649   -5.8011   -0.1260    2.2595   -0.9704    5.7230    3.0816    0.4399    0.2646    0.1715    1.6544    0.0297    1.6414    0.0418
+#> 50:    93.9331   -5.8731   -0.1195    2.2615   -0.9837    5.4368    2.9275    0.4453    0.2735    0.1940    1.6316    0.0289    1.6885    0.0392
+#> 51:    93.6092   -5.8721   -0.1237    2.2599   -1.0015    5.1650    2.7811    0.4413    0.2865    0.1939    1.6492    0.0272    1.7686    0.0358
+#> 52:    93.3008   -5.9775   -0.1277    2.2628   -0.9962    4.9067    3.1139    0.4438    0.2946    0.1963    1.5642    0.0337    1.7391    0.0335
+#> 53:    93.6347   -6.0805   -0.1189    2.2663   -1.0177    4.6614    3.5169    0.4335    0.2962    0.2043    1.5275    0.0343    1.7417    0.0366
+#> 54:    93.5781   -6.0412   -0.1166    2.2573   -1.0015    4.4283    3.3411    0.4395    0.2912    0.2080    1.5464    0.0346    1.7584    0.0359
+#> 55:    93.9675   -6.0867   -0.0952    2.2970   -0.9987    4.2069    3.6762    0.4550    0.2780    0.1988    1.5138    0.0405    1.6251    0.0472
+#> 56:    94.4069   -6.1375   -0.0943    2.2975   -1.0190    3.9966    4.2280    0.4550    0.2806    0.1945    1.5294    0.0425    1.6443    0.0468
+#> 57:    93.8076   -6.1618   -0.0936    2.2687   -1.0237    3.7967    4.3085    0.4524    0.2666    0.1897    1.5227    0.0414    1.6955    0.0438
+#> 58:    93.9188   -6.2272   -0.0947    2.2767   -1.0408    3.6069    4.6707    0.4536    0.2676    0.1873    1.5201    0.0425    1.5336    0.0550
+#> 59:    93.9572   -6.3460   -0.1074    2.2746   -1.0069    3.4266    5.8058    0.4614    0.2718    0.1919    1.5533    0.0417    1.6227    0.0460
+#> 60:    93.5430   -6.1622   -0.1048    2.2861   -0.9959    3.2552    5.5155    0.4535    0.2848    0.1823    1.4745    0.0431    1.5242    0.0522
+#> 61:    93.8016   -6.4079   -0.1065    2.2897   -1.0325    3.0925    5.9252    0.4583    0.2901    0.1732    1.5364    0.0365    1.4623    0.0550
+#> 62:    93.4249   -6.2284   -0.0967    2.3126   -1.0208    2.9378    5.6289    0.4429    0.2756    0.1645    1.6111    0.0325    1.3996    0.0618
+#> 63:    93.2335   -6.0996   -0.1051    2.3047   -0.9976    2.7909    5.3475    0.4292    0.2719    0.1633    1.6010    0.0326    1.5115    0.0494
+#> 64:    92.7091   -6.1109   -0.1041    2.3032   -0.9746    3.2610    5.0801    0.4301    0.2793    0.1751    1.5979    0.0302    1.3867    0.0575
+#> 65:    92.6059   -6.0049   -0.1077    2.3062   -0.9853    3.0979    4.8261    0.4316    0.2826    0.1714    1.6357    0.0272    1.3931    0.0543
+#> 66:    92.7778   -6.0856   -0.1040    2.3057   -0.9828    2.9430    4.5848    0.4362    0.2888    0.1628    1.6126    0.0316    1.4340    0.0505
+#> 67:    93.0325   -6.1775   -0.1085    2.3122   -0.9714    2.7959    4.3790    0.4464    0.2843    0.1547    1.6090    0.0354    1.4966    0.0448
+#> 68:    92.8987   -5.8741   -0.1089    2.3184   -0.9567    2.6561    4.1601    0.4389    0.2866    0.1470    1.5888    0.0347    1.4492    0.0507
+#> 69:    92.7300   -6.0473   -0.1070    2.3082   -0.9739    2.5233    4.0183    0.4371    0.3158    0.1527    1.5904    0.0298    1.5387    0.0477
+#> 70:    92.5285   -6.0962   -0.1115    2.3179   -0.9785    2.4856    4.0612    0.4380    0.3059    0.1504    1.5237    0.0402    1.4541    0.0463
+#> 71:    92.3975   -6.2090   -0.1269    2.2819   -0.9713    2.3613    4.3811    0.4173    0.2906    0.1520    1.5388    0.0316    1.3713    0.0584
+#> 72:    92.1593   -6.2214   -0.1217    2.2950   -0.9481    2.2433    5.1205    0.4227    0.2760    0.1605    1.5431    0.0312    1.5797    0.0459
+#> 73:    92.1195   -6.6667   -0.1244    2.3076   -0.9642    2.1311    7.6538    0.4124    0.2622    0.1525    1.4505    0.0375    1.2810    0.0595
+#> 74:    92.2191   -6.6665   -0.1278    2.2989   -0.9703    2.0246    7.2711    0.4098    0.2491    0.1666    1.4309    0.0384    1.2717    0.0638
+#> 75:    92.4656   -6.8881   -0.1274    2.3011   -0.9595    1.9233    8.3835    0.4147    0.2367    0.1656    1.4181    0.0424    1.2498    0.0620
+#> 76:    92.4593   -6.2323   -0.1203    2.2912   -0.9799    1.8272    7.9643    0.3967    0.2301    0.1596    1.5448    0.0336    1.6758    0.0359
+#> 77:    92.4501   -6.1123   -0.1219    2.2889   -0.9426    1.7358    7.5661    0.4049    0.2299    0.1594    1.5380    0.0327    1.6947    0.0364
+#> 78:    92.5059   -6.0339   -0.1198    2.2985   -0.9544    1.6490    7.1878    0.4007    0.2422    0.1568    1.5722    0.0302    1.5665    0.0415
+#> 79:    92.4302   -6.6428   -0.1141    2.3119   -0.9421    1.5666    9.0889    0.3986    0.2340    0.1489    1.5029    0.0306    1.1894    0.0638
+#> 80:    92.5305   -6.3036   -0.1127    2.3099   -0.9406    1.9062    8.6344    0.4091    0.2327    0.1648    1.5558    0.0308    1.0136    0.0749
+#> 81:    92.6652   -6.0832   -0.1167    2.2994   -0.9552    2.3641    8.2027    0.4142    0.2348    0.1566    1.6232    0.0300    1.1320    0.0712
+#> 82:    92.5109   -6.1524   -0.1100    2.3037   -0.9686    2.2459    7.7926    0.4145    0.2381    0.1695    1.6128    0.0306    1.6145    0.0413
+#> 83:    92.6455   -6.3979   -0.1059    2.3245   -0.9573    2.1336    8.1077    0.4060    0.2348    0.1667    1.6039    0.0304    1.6251    0.0419
+#> 84:    92.5768   -6.3469   -0.0979    2.3177   -0.9346    2.0269    8.2125    0.4141    0.2439    0.1720    1.6334    0.0302    1.5803    0.0450
+#> 85:    92.7920   -6.3536   -0.0969    2.3363   -0.9389    1.9256    8.1820    0.4035    0.2512    0.1713    1.5815    0.0338    1.1193    0.0719
+#> 86:    92.8571   -6.2567   -0.0911    2.3426   -0.9633    1.8293    8.1211    0.4008    0.2659    0.1627    1.5840    0.0356    1.2425    0.0639
+#> 87:    92.9101   -6.1557   -0.0937    2.3326   -0.9624    1.7378    7.7151    0.3950    0.2839    0.1546    1.6017    0.0354    1.0600    0.0766
+#> 88:    92.7649   -6.2151   -0.0881    2.3275   -0.9967    1.6509    7.3293    0.4046    0.2697    0.1469    1.6092    0.0302    1.1839    0.0693
+#> 89:    92.9350   -5.9222   -0.0903    2.3372   -0.9612    1.5684    6.9628    0.4058    0.2818    0.1395    1.5957    0.0335    1.5450    0.0444
+#> 90:    92.7895   -5.9348   -0.0890    2.3457   -0.9601    1.4900    6.6147    0.4070    0.2705    0.1430    1.5716    0.0378    1.4918    0.0439
+#> 91:    93.0113   -5.9302   -0.0997    2.3316   -0.9489    1.4155    6.2840    0.4424    0.2929    0.1410    1.5582    0.0377    1.2459    0.0582
+#> 92:    92.8603   -6.3366   -0.0918    2.3356   -0.9938    1.3447    5.9698    0.4287    0.2929    0.1531    1.4906    0.0398    1.2421    0.0605
+#> 93:    92.8094   -6.1097   -0.0953    2.3382   -0.9996    1.2775    5.6713    0.4309    0.2783    0.1597    1.4317    0.0468    1.2694    0.0584
+#> 94:    92.7100   -6.1043   -0.0909    2.3287   -0.9928    1.3828    5.3877    0.4337    0.2698    0.1517    1.4173    0.0489    1.4335    0.0476
+#> 95:    92.2055   -6.1792   -0.0889    2.3553   -0.9983    1.3137    5.1183    0.4209    0.3273    0.1566    1.4865    0.0417    1.2485    0.0681
+#> 96:    92.3225   -6.2710   -0.0811    2.3734   -1.0043    1.3428    4.8624    0.4121    0.3110    0.1532    1.5817    0.0374    1.5209    0.0532
+#> 97:    92.2983   -6.3023   -0.0776    2.3615   -0.9801    1.2757    4.6193    0.4221    0.3018    0.1455    1.5971    0.0337    1.2137    0.0719
+#> 98:    92.1433   -6.3114   -0.0935    2.3269   -0.9866    1.2227    4.8121    0.4327    0.2907    0.1694    1.5524    0.0303    1.1779    0.0727
+#> 99:    92.1631   -6.3090   -0.0908    2.3197   -0.9891    1.1615    4.9271    0.4169    0.2859    0.1736    1.5303    0.0334    1.6227    0.0511
+#> 100:    92.1185   -6.3603   -0.0950    2.3280   -1.0209    1.1035    5.0957    0.4213    0.2924    0.1817    1.5991    0.0330    1.7197    0.0445
+#> 101:    92.3964   -6.0447   -0.0898    2.3347   -1.0164    1.0483    4.8409    0.4251    0.2778    0.1727    1.5708    0.0422    1.6197    0.0461
+#> 102:    92.6597   -6.2545   -0.0954    2.3264   -1.0206    0.9959    4.5989    0.4218    0.2736    0.1640    1.5853    0.0408    1.5912    0.0455
+#> 103:    92.7866   -6.3292   -0.0933    2.3148   -1.0013    0.9461    4.8935    0.4234    0.2599    0.1688    1.6299    0.0399    1.5921    0.0445
+#> 104:    92.8098   -6.2608   -0.1009    2.3014   -0.9947    0.8988    4.7750    0.4306    0.2548    0.1813    1.6363    0.0378    1.6713    0.0427
+#> 105:    92.8300   -5.9827   -0.1028    2.3155   -0.9896    0.8538    4.5362    0.4339    0.2664    0.1722    1.6079    0.0397    1.3691    0.0573
+#> 106:    92.8218   -6.1138   -0.1024    2.3462   -0.9750    0.8299    4.3094    0.4494    0.2530    0.1636    1.5761    0.0389    1.2857    0.0595
+#> 107:    92.9304   -6.0063   -0.1002    2.3269   -0.9778    0.7884    4.0939    0.4600    0.2404    0.1620    1.6499    0.0373    1.2101    0.0675
+#> 108:    92.9072   -6.0928   -0.0991    2.3183   -0.9732    0.7489    4.4394    0.4584    0.2518    0.1539    1.6509    0.0332    1.2346    0.0670
+#> 109:    92.7504   -6.1545   -0.0862    2.3423   -0.9618    0.7115    4.7501    0.4371    0.2766    0.1465    1.5755    0.0349    1.1552    0.0701
+#> 110:    92.9277   -6.3786   -0.0904    2.3468   -0.9402    0.6759    5.8620    0.4328    0.2821    0.1703    1.4661    0.0439    1.3292    0.0609
+#> 111:    92.8023   -5.8686   -0.0886    2.3653   -0.9417    0.7635    5.5689    0.4288    0.2680    0.1618    1.4278    0.0502    1.4715    0.0468
+#> 112:    92.9411   -5.8095   -0.0883    2.3625   -0.9322    0.8592    5.2905    0.4562    0.2586    0.1537    1.3920    0.0513    1.1766    0.0648
+#> 113:    92.9845   -6.0499   -0.0761    2.3626   -0.9533    0.8163    5.0259    0.4403    0.2595    0.1532    1.4306    0.0450    1.1416    0.0645
+#> 114:    92.7735   -6.0605   -0.0694    2.3497   -0.9646    0.7754    4.7746    0.4394    0.2682    0.1576    1.4866    0.0344    1.1127    0.0745
+#> 115:    92.7048   -6.1327   -0.0702    2.3427   -0.9910    0.7367    4.5359    0.4257    0.2736    0.1497    1.5045    0.0413    1.2783    0.0677
+#> 116:    92.7131   -6.0115   -0.0751    2.3370   -0.9899    0.6998    4.3091    0.4187    0.2638    0.1422    1.6036    0.0325    1.1109    0.0748
+#> 117:    92.7720   -5.9163   -0.0709    2.3503   -0.9566    0.6648    4.0937    0.4185    0.2555    0.1417    1.6016    0.0297    1.0778    0.0774
+#> 118:    92.9182   -5.9312   -0.0812    2.3436   -0.9731    0.6316    3.8890    0.4084    0.2667    0.1400    1.5698    0.0320    1.2364    0.0665
+#> 119:    92.9546   -5.9622   -0.0870    2.3330   -0.9934    0.6000    3.6945    0.4035    0.2867    0.1486    1.5364    0.0343    1.5892    0.0489
+#> 120:    92.9168   -6.0966   -0.0905    2.3301   -1.0045    0.5700    3.6677    0.3988    0.2871    0.1567    1.5378    0.0349    1.0886    0.0796
+#> 121:    92.7767   -6.1038   -0.0802    2.3396   -0.9815    0.5981    4.3032    0.3803    0.2884    0.1684    1.4788    0.0335    1.0886    0.0796
+#> 122:    92.8439   -6.2425   -0.0799    2.3323   -0.9987    0.6537    4.5745    0.3884    0.2834    0.1600    1.4786    0.0346    1.2146    0.0682
+#> 123:    92.8219   -5.7869   -0.0872    2.3478   -0.9619    0.7886    4.3458    0.3951    0.2887    0.1658    1.4827    0.0341    1.3911    0.0559
+#> 124:    92.7930   -5.7551   -0.0819    2.3559   -0.9809    0.8922    4.1285    0.3907    0.2972    0.1575    1.5329    0.0330    1.3824    0.0594
+#> 125:    92.7488   -5.9406   -0.0819    2.3550   -0.9797    0.8476    3.9221    0.3907    0.2996    0.1733    1.5096    0.0333    1.3148    0.0667
+#> 126:    92.7926   -5.7106   -0.0824    2.3560   -0.9653    0.8052    3.7260    0.3918    0.3018    0.1854    1.4237    0.0381    1.2607    0.0639
+#> 127:    92.9153   -5.6682   -0.0717    2.3654   -0.9645    0.7649    3.5397    0.3722    0.2948    0.1784    1.4679    0.0415    1.2310    0.0695
+#> 128:    92.8827   -5.7984   -0.0783    2.3813   -1.0047    1.1012    3.3627    0.3802    0.2997    0.1694    1.5187    0.0442    1.2884    0.0649
+#> 129:    92.8727   -5.7191   -0.0785    2.3426   -0.9857    1.0461    3.1946    0.3784    0.2984    0.1610    1.4757    0.0398    1.1695    0.0775
+#> 130:    92.8689   -5.8036   -0.0935    2.3123   -0.9783    0.9938    3.0348    0.4184    0.2980    0.1723    1.5143    0.0319    1.2298    0.0738
+#> 131:    92.8733   -5.6707   -0.0988    2.3045   -0.9936    1.3313    2.8831    0.4277    0.2831    0.1816    1.5919    0.0329    1.5260    0.0533
+#> 132:    92.5761   -5.7773   -0.0925    2.3211   -0.9661    1.2647    2.7389    0.4216    0.2815    0.1995    1.5306    0.0321    1.5863    0.0520
+#> 133:    92.4512   -5.7800   -0.0920    2.3269   -0.9625    1.2015    2.6020    0.4242    0.2674    0.1955    1.5669    0.0288    1.4087    0.0606
+#> 134:    92.5625   -5.7968   -0.0965    2.3271   -0.9728    1.1414    2.4719    0.4201    0.2753    0.1945    1.5935    0.0311    1.5348    0.0534
+#> 135:    92.3448   -5.6624   -0.0961    2.3303   -0.9600    1.0843    2.3483    0.4193    0.2728    0.1983    1.6245    0.0305    1.6281    0.0506
+#> 136:    92.3407   -5.7523   -0.0932    2.3208   -0.9897    1.0301    2.3267    0.4107    0.2668    0.1884    1.5933    0.0358    1.2970    0.0657
+#> 137:    92.3940   -6.0148   -0.1046    2.2981   -0.9866    0.9786    3.1382    0.4166    0.3012    0.1790    1.5077    0.0385    1.1944    0.0723
+#> 138:    92.3556   -5.9912   -0.1039    2.2969   -0.9920    0.9297    3.2144    0.4208    0.3039    0.1703    1.5042    0.0378    1.2588    0.0717
+#> 139:    92.5548   -5.9253   -0.1177    2.2723   -1.0079    0.8832    3.2648    0.4049    0.3263    0.1618    1.5558    0.0382    1.2673    0.0698
+#> 140:    92.6546   -6.0596   -0.1368    2.2659   -0.9922    0.8390    3.3893    0.3846    0.3100    0.1537    1.5475    0.0355    1.3190    0.0629
+#> 141:    92.6661   -5.9744   -0.1379    2.2793   -0.9754    0.8287    3.2725    0.3800    0.3178    0.1528    1.5076    0.0361    1.4087    0.0540
+#> 142:    92.5681   -5.7650   -0.1033    2.3249   -0.9613    0.7872    3.1089    0.3610    0.3564    0.1701    1.4733    0.0332    1.2603    0.0720
+#> 143:    92.4184   -5.6070   -0.1033    2.3520   -0.9764    0.7479    2.9534    0.3591    0.3758    0.1674    1.5420    0.0390    1.3280    0.0614
+#> 144:    92.5354   -5.6144   -0.0978    2.3801   -0.9425    0.7105    2.8058    0.3538    0.3606    0.1722    1.4884    0.0400    1.3455    0.0620
+#> 145:    92.4207   -5.6541   -0.0746    2.3873   -0.9633    0.6750    2.6655    0.3361    0.3426    0.1718    1.4981    0.0416    1.2440    0.0685
+#> 146:    92.3058   -5.6608   -0.0731    2.3755   -0.9732    0.6412    2.5322    0.3193    0.3304    0.1719    1.6391    0.0348    1.1788    0.0743
+#> 147:    92.4067   -5.7615   -0.0746    2.3775   -0.9903    0.6091    2.4056    0.3148    0.3311    0.1709    1.6695    0.0314    1.2931    0.0676
+#> 148:    92.3739   -5.8812   -0.0820    2.3644   -0.9823    0.5787    2.7260    0.3332    0.3296    0.1794    1.6168    0.0303    1.3206    0.0670
+#> 149:    92.4456   -5.8277   -0.0921    2.3508   -0.9924    0.5498    2.8750    0.3368    0.3305    0.1917    1.5602    0.0302    1.3622    0.0608
+#> 150:    92.5049   -5.7964   -0.1003    2.3353   -0.9809    0.5223    2.7312    0.3291    0.3634    0.1874    1.5035    0.0301    1.4002    0.0615
+#> 151:    92.3292   -6.0377   -0.1039    2.3301   -0.9866    0.4962    3.3342    0.3348    0.3626    0.1780    1.4819    0.0298    1.3217    0.0672
+#> 152:    92.3747   -6.0460   -0.1023    2.3154   -1.0242    0.5079    3.4530    0.3371    0.3518    0.1674    1.6034    0.0296    1.2304    0.0749
+#> 153:    92.3909   -5.8707   -0.1008    2.3284   -0.9897    0.5623    2.8180    0.3480    0.3792    0.1749    1.4953    0.0291    1.3442    0.0677
+#> 154:    92.2532   -5.9313   -0.0991    2.3232   -0.9839    0.5340    3.3946    0.3502    0.3723    0.1729    1.4837    0.0280    1.1452    0.0776
+#> 155:    92.1782   -6.1012   -0.0988    2.3339   -0.9600    0.3900    3.9676    0.3593    0.3704    0.1531    1.4927    0.0286    1.1848    0.0730
+#> 156:    92.2225   -5.8387   -0.0991    2.3393   -0.9459    0.3294    3.0685    0.3598    0.3808    0.1568    1.5540    0.0318    1.3419    0.0671
+#> 157:    92.2411   -5.7045   -0.1038    2.3578   -0.9252    0.2797    2.5238    0.3716    0.3579    0.1653    1.4704    0.0373    1.1959    0.0686
+#> 158:    92.2865   -5.6692   -0.1009    2.3771   -0.9532    0.2840    2.4144    0.3592    0.3610    0.1641    1.5065    0.0389    1.1780    0.0674
+#> 159:    92.2771   -5.7526   -0.0782    2.3632   -0.9771    0.2996    2.7295    0.3357    0.3779    0.1606    1.5818    0.0366    1.1512    0.0781
+#> 160:    92.3400   -5.8039   -0.0811    2.3615   -0.9453    0.2707    2.7305    0.3373    0.3834    0.1528    1.4765    0.0370    1.1427    0.0756
+#> 161:    92.4180   -5.7448   -0.0961    2.3653   -0.9508    0.2965    2.6051    0.3666    0.3833    0.1647    1.4581    0.0364    0.9817    0.0827
+#> 162:    92.4487   -5.8952   -0.0889    2.3460   -0.9646    0.2370    3.1413    0.3460    0.3801    0.1571    1.4528    0.0346    1.0006    0.0798
+#> 163:    92.5251   -5.8567   -0.0987    2.3342   -0.9615    0.1453    2.9917    0.3535    0.3735    0.1452    1.4521    0.0330    1.0498    0.0766
+#> 164:    92.5949   -6.1580   -0.1008    2.3332   -0.9749    0.1095    4.1797    0.3586    0.3767    0.1355    1.4659    0.0310    1.0218    0.0797
+#> 165:    92.5794   -6.0542   -0.1001    2.3321   -0.9795    0.1332    4.2924    0.3588    0.3752    0.1386    1.4858    0.0313    0.9836    0.0812
+#> 166:    92.6686   -6.0065   -0.0960    2.3623   -0.9532    0.1465    4.0810    0.3439    0.3683    0.1647    1.3929    0.0372    0.9354    0.0837
+#> 167:    92.7086   -6.2096   -0.0895    2.3656   -0.9552    0.1938    4.6857    0.3325    0.3519    0.1681    1.4281    0.0362    1.0329    0.0784
+#> 168:    92.6096   -6.0709   -0.0880    2.3595   -0.9474    0.2141    4.1277    0.3379    0.3527    0.1620    1.4264    0.0347    0.9627    0.0836
+#> 169:    92.5365   -5.9418   -0.0919    2.3546   -0.9575    0.3620    3.7767    0.3489    0.3589    0.1609    1.4761    0.0360    1.1348    0.0745
+#> 170:    92.6270   -5.8404   -0.0935    2.3562   -0.9517    0.3312    3.2506    0.3552    0.3607    0.1560    1.4506    0.0383    1.0731    0.0722
+#> 171:    92.5606   -5.9213   -0.0899    2.3513   -0.9554    0.4399    3.5587    0.3599    0.3646    0.1385    1.4779    0.0349    0.9844    0.0775
+#> 172:    92.3630   -5.7066   -0.0765    2.3798   -0.9314    0.5208    2.5578    0.3458    0.3657    0.1547    1.4900    0.0348    1.0485    0.0765
+#> 173:    92.2527   -5.5811   -0.0713    2.4173   -0.9221    0.8674    2.2100    0.3448    0.3370    0.1513    1.5403    0.0445    1.4403    0.0518
+#> 174:    92.3852   -5.5348   -0.0712    2.4066   -0.9033    0.7543    2.1568    0.3457    0.3324    0.1482    1.5322    0.0407    1.2744    0.0623
+#> 175:    92.4798   -5.5494   -0.0712    2.4004   -0.9100    0.5675    2.0147    0.3457    0.3333    0.1629    1.5229    0.0383    1.2917    0.0655
+#> 176:    92.5881   -5.5613   -0.0675    2.4180   -0.9188    0.4011    2.0736    0.3413    0.3487    0.1781    1.5149    0.0389    1.1499    0.0669
+#> 177:    92.6015   -5.4951   -0.0494    2.4324   -0.9525    0.4992    1.9009    0.3629    0.3353    0.1919    1.4881    0.0393    1.2289    0.0650
+#> 178:    92.6317   -5.4943   -0.0505    2.4373   -0.9298    0.5087    1.6116    0.3631    0.3324    0.1906    1.4475    0.0454    1.0764    0.0701
+#> 179:    92.7043   -5.5326   -0.0419    2.4386   -0.9376    0.4350    1.8241    0.3577    0.3757    0.1991    1.4445    0.0424    0.9626    0.0833
+#> 180:    92.7457   -5.5591   -0.0371    2.4684   -0.9450    0.3973    1.7797    0.3507    0.3707    0.1944    1.4392    0.0415    1.0784    0.0764
+#> 181:    92.6287   -5.5741   -0.0368    2.4489   -0.9459    0.4744    1.8016    0.3502    0.3544    0.1970    1.4317    0.0392    0.9225    0.0848
+#> 182:    92.6121   -5.5593   -0.0316    2.4610   -0.9345    0.6054    1.9206    0.3492    0.3538    0.1855    1.4410    0.0367    0.8977    0.0878
+#> 183:    92.4258   -5.4737   -0.0393    2.4592   -0.9319    0.8062    1.7845    0.3528    0.3544    0.1649    1.4545    0.0409    1.0723    0.0751
+#> 184:    92.3939   -5.5961   -0.0479    2.4268   -0.9435    1.0246    2.2534    0.3497    0.3289    0.1363    1.5022    0.0370    1.1058    0.0729
+#> 185:    92.4673   -5.5415   -0.0525    2.4157   -0.9058    0.8296    2.2848    0.3406    0.3314    0.1706    1.4935    0.0367    1.1362    0.0722
+#> 186:    92.4122   -5.6594   -0.0574    2.4466   -0.9430    0.9133    2.3350    0.3327    0.3596    0.1506    1.4450    0.0404    1.2273    0.0629
+#> 187:    92.5416   -5.5472   -0.0521    2.4393   -0.9261    0.9731    1.9228    0.3208    0.3673    0.1421    1.4890    0.0409    1.2553    0.0626
+#> 188:    92.5502   -5.6425   -0.0591    2.4345   -0.9246    0.9315    2.2041    0.3184    0.3639    0.1319    1.4896    0.0392    1.0986    0.0684
+#> 189:    92.4180   -5.6737   -0.0504    2.4448   -0.9191    0.9006    2.4647    0.3102    0.3743    0.1648    1.4649    0.0397    1.1320    0.0742
+#> 190:    92.5821   -5.5823   -0.0363    2.4588   -0.9205    0.9862    2.2692    0.2820    0.4087    0.1459    1.3938    0.0412    0.9562    0.0815
+#> 191:    92.3708   -5.5825   -0.0418    2.4621   -0.9231    0.9867    2.4743    0.2890    0.4196    0.1445    1.4619    0.0403    0.9630    0.0811
+#> 192:    92.2628   -5.5337   -0.0366    2.4392   -0.9194    0.6944    2.2771    0.2909    0.4169    0.1279    1.4745    0.0363    0.8601    0.0892
+#> 193:    92.4854   -5.6303   -0.0352    2.4484   -0.9316    0.4403    2.3253    0.2928    0.4109    0.1282    1.4768    0.0399    0.8886    0.0871
+#> 194:    92.4900   -5.5824   -0.0372    2.4648   -0.9451    0.4891    2.6428    0.2899    0.4160    0.1331    1.5124    0.0412    0.9340    0.0853
+#> 195:    92.4685   -5.7658   -0.0357    2.4659   -0.9217    0.4549    3.3767    0.2921    0.4171    0.1552    1.5062    0.0396    1.0336    0.0817
+#> 196:    92.4125   -5.7544   -0.0255    2.4834   -0.9230    0.4146    3.1963    0.3000    0.4369    0.1501    1.4560    0.0430    0.9942    0.0813
+#> 197:    92.3284   -5.9347   -0.0305    2.4860   -0.9448    0.4115    3.5642    0.3129    0.4314    0.1740    1.3441    0.0473    1.0954    0.0723
+#> 198:    92.3428   -5.9255   -0.0266    2.4822   -0.9463    0.3258    3.4818    0.3185    0.4163    0.1716    1.3868    0.0447    0.9452    0.0788
+#> 199:    92.1692   -6.0683   -0.0227    2.4860   -0.9495    0.2685    4.4044    0.3149    0.4064    0.1824    1.3558    0.0478    1.0294    0.0749
+#> 200:    92.0965   -6.1541   -0.0261    2.4793   -0.9288    0.2210    4.4026    0.3265    0.4200    0.1772    1.3348    0.0441    1.0018    0.0761
+#> 201:    92.1362   -6.1170   -0.0244    2.4776   -0.9237    0.1801    4.4160    0.3276    0.4303    0.1732    1.3479    0.0418    0.9419    0.0809
+#> 202:    92.1114   -6.0898   -0.0233    2.4862   -0.9253    0.1506    4.4494    0.3286    0.4305    0.1656    1.3473    0.0440    0.9394    0.0802
+#> 203:    92.0893   -6.1307   -0.0233    2.4894   -0.9258    0.1510    4.7958    0.3310    0.4233    0.1673    1.3396    0.0457    0.9617    0.0788
+#> 204:    92.0870   -6.0914   -0.0230    2.4867   -0.9234    0.1589    4.6265    0.3316    0.4237    0.1643    1.3478    0.0456    0.9509    0.0793
+#> 205:    92.0800   -6.0960   -0.0228    2.4867   -0.9256    0.1613    4.6319    0.3321    0.4226    0.1623    1.3399    0.0463    0.9547    0.0789
+#> 206:    92.1037   -6.0869   -0.0238    2.4833   -0.9264    0.1648    4.5547    0.3341    0.4186    0.1606    1.3351    0.0466    0.9453    0.0797
+#> 207:    92.1212   -6.0561   -0.0247    2.4821   -0.9299    0.1677    4.3736    0.3363    0.4150    0.1602    1.3394    0.0467    0.9552    0.0790
+#> 208:    92.1203   -6.0351   -0.0260    2.4804   -0.9309    0.1616    4.2520    0.3369    0.4120    0.1613    1.3366    0.0466    0.9667    0.0785
+#> 209:    92.1169   -6.0133   -0.0277    2.4792   -0.9300    0.1596    4.1237    0.3352    0.4111    0.1616    1.3344    0.0464    0.9741    0.0778
+#> 210:    92.1195   -5.9866   -0.0289    2.4752   -0.9287    0.1586    3.9853    0.3352    0.4091    0.1602    1.3410    0.0461    0.9708    0.0778
+#> 211:    92.1243   -5.9458   -0.0316    2.4687   -0.9287    0.1606    3.8383    0.3366    0.4094    0.1607    1.3525    0.0455    0.9759    0.0778
+#> 212:    92.1384   -5.9338   -0.0345    2.4640   -0.9280    0.1635    3.7875    0.3375    0.4105    0.1594    1.3589    0.0454    0.9800    0.0776
+#> 213:    92.1481   -5.9191   -0.0379    2.4587   -0.9269    0.1629    3.7150    0.3375    0.4100    0.1586    1.3673    0.0449    0.9839    0.0775
+#> 214:    92.1523   -5.9189   -0.0408    2.4542   -0.9270    0.1593    3.7061    0.3375    0.4092    0.1579    1.3731    0.0446    0.9847    0.0773
+#> 215:    92.1548   -5.9183   -0.0429    2.4499   -0.9269    0.1604    3.7075    0.3369    0.4095    0.1574    1.3765    0.0442    0.9821    0.0775
+#> 216:    92.1547   -5.9171   -0.0450    2.4455   -0.9270    0.1600    3.6967    0.3368    0.4100    0.1571    1.3811    0.0438    0.9830    0.0776
+#> 217:    92.1556   -5.9141   -0.0468    2.4422   -0.9281    0.1580    3.6732    0.3361    0.4102    0.1578    1.3864    0.0435    0.9995    0.0770
+#> 218:    92.1587   -5.9173   -0.0477    2.4395   -0.9287    0.1545    3.6822    0.3351    0.4112    0.1580    1.3882    0.0432    1.0001    0.0772
+#> 219:    92.1590   -5.9188   -0.0483    2.4374   -0.9303    0.1540    3.6595    0.3341    0.4132    0.1578    1.3889    0.0430    0.9983    0.0775
+#> 220:    92.1614   -5.9303   -0.0493    2.4353   -0.9321    0.1559    3.6914    0.3336    0.4141    0.1581    1.3914    0.0427    1.0003    0.0775
+#> 221:    92.1657   -5.9455   -0.0504    2.4328   -0.9344    0.1585    3.7569    0.3329    0.4140    0.1591    1.3938    0.0424    1.0064    0.0773
+#> 222:    92.1697   -5.9320   -0.0515    2.4306   -0.9358    0.1617    3.6783    0.3321    0.4145    0.1600    1.3992    0.0421    1.0107    0.0772
+#> 223:    92.1754   -5.9205   -0.0525    2.4280   -0.9375    0.1630    3.6233    0.3313    0.4158    0.1604    1.4072    0.0416    1.0216    0.0770
+#> 224:    92.1809   -5.9149   -0.0534    2.4264   -0.9386    0.1623    3.5812    0.3306    0.4167    0.1607    1.4130    0.0413    1.0349    0.0764
+#> 225:    92.1872   -5.9099   -0.0543    2.4243   -0.9390    0.1619    3.5446    0.3299    0.4174    0.1607    1.4152    0.0411    1.0348    0.0766
+#> 226:    92.1935   -5.9046   -0.0554    2.4224   -0.9396    0.1631    3.5046    0.3299    0.4183    0.1608    1.4157    0.0409    1.0375    0.0766
+#> 227:    92.2026   -5.8964   -0.0567    2.4198   -0.9400    0.1637    3.4591    0.3303    0.4183    0.1614    1.4144    0.0408    1.0444    0.0763
+#> 228:    92.2069   -5.8852   -0.0578    2.4175   -0.9407    0.1633    3.4091    0.3308    0.4185    0.1621    1.4144    0.0407    1.0485    0.0763
+#> 229:    92.2122   -5.8844   -0.0591    2.4145   -0.9418    0.1631    3.3899    0.3314    0.4194    0.1622    1.4173    0.0404    1.0514    0.0763
+#> 230:    92.2183   -5.8907   -0.0604    2.4116   -0.9416    0.1640    3.4053    0.3319    0.4202    0.1616    1.4200    0.0401    1.0527    0.0764
+#> 231:    92.2246   -5.8895   -0.0619    2.4087   -0.9422    0.1651    3.3985    0.3323    0.4208    0.1609    1.4234    0.0400    1.0560    0.0762
+#> 232:    92.2282   -5.8840   -0.0632    2.4058   -0.9423    0.1641    3.3771    0.3327    0.4215    0.1609    1.4266    0.0398    1.0585    0.0762
+#> 233:    92.2294   -5.8775   -0.0645    2.4032   -0.9424    0.1620    3.3481    0.3335    0.4216    0.1607    1.4311    0.0395    1.0600    0.0763
+#> 234:    92.2311   -5.8709   -0.0658    2.4006   -0.9421    0.1626    3.3242    0.3343    0.4220    0.1602    1.4340    0.0393    1.0604    0.0764
+#> 235:    92.2312   -5.8656   -0.0668    2.3985   -0.9420    0.1608    3.3023    0.3350    0.4225    0.1596    1.4381    0.0391    1.0600    0.0765
+#> 236:    92.2289   -5.8633   -0.0675    2.3974   -0.9423    0.1599    3.2811    0.3352    0.4227    0.1589    1.4392    0.0390    1.0594    0.0765
+#> 237:    92.2251   -5.8641   -0.0683    2.3960   -0.9435    0.1586    3.2734    0.3351    0.4226    0.1588    1.4403    0.0389    1.0623    0.0765
+#> 238:    92.2242   -5.8633   -0.0690    2.3949   -0.9443    0.1579    3.2547    0.3349    0.4230    0.1590    1.4409    0.0389    1.0659    0.0765
+#> 239:    92.2250   -5.8612   -0.0693    2.3951   -0.9449    0.1558    3.2309    0.3346    0.4234    0.1599    1.4396    0.0389    1.0740    0.0762
+#> 240:    92.2264   -5.8597   -0.0696    2.3949   -0.9446    0.1550    3.2124    0.3342    0.4234    0.1603    1.4401    0.0388    1.0791    0.0760
+#> 241:    92.2281   -5.8562   -0.0699    2.3948   -0.9449    0.1544    3.1933    0.3339    0.4236    0.1604    1.4411    0.0388    1.0825    0.0760
+#> 242:    92.2289   -5.8512   -0.0703    2.3942   -0.9450    0.1534    3.1709    0.3338    0.4235    0.1606    1.4421    0.0388    1.0870    0.0760
+#> 243:    92.2296   -5.8489   -0.0708    2.3934   -0.9446    0.1531    3.1689    0.3342    0.4230    0.1605    1.4423    0.0387    1.0876    0.0760
+#> 244:    92.2311   -5.8446   -0.0715    2.3929   -0.9443    0.1528    3.1630    0.3349    0.4228    0.1604    1.4429    0.0387    1.0916    0.0759
+#> 245:    92.2338   -5.8421   -0.0718    2.3924   -0.9443    0.1528    3.1616    0.3352    0.4224    0.1610    1.4438    0.0387    1.0980    0.0755
+#> 246:    92.2361   -5.8389   -0.0721    2.3918   -0.9439    0.1525    3.1525    0.3354    0.4216    0.1620    1.4438    0.0388    1.1018    0.0753
+#> 247:    92.2374   -5.8388   -0.0724    2.3917   -0.9434    0.1510    3.1605    0.3356    0.4212    0.1629    1.4438    0.0389    1.1050    0.0751
+#> 248:    92.2360   -5.8367   -0.0728    2.3918   -0.9432    0.1505    3.1559    0.3360    0.4207    0.1638    1.4437    0.0389    1.1090    0.0748
+#> 249:    92.2361   -5.8351   -0.0732    2.3914   -0.9435    0.1499    3.1521    0.3363    0.4204    0.1646    1.4433    0.0389    1.1117    0.0748
+#> 250:    92.2353   -5.8349   -0.0733    2.3906   -0.9436    0.1502    3.1607    0.3365    0.4202    0.1646    1.4457    0.0388    1.1107    0.0749
+#> 251:    92.2343   -5.8318   -0.0736    2.3903   -0.9430    0.1494    3.1513    0.3367    0.4201    0.1648    1.4453    0.0387    1.1093    0.0750
+#> 252:    92.2356   -5.8244   -0.0739    2.3895   -0.9424    0.1477    3.1240    0.3369    0.4200    0.1651    1.4460    0.0386    1.1083    0.0750
+#> 253:    92.2367   -5.8188   -0.0742    2.3890   -0.9423    0.1465    3.1025    0.3369    0.4200    0.1649    1.4477    0.0385    1.1092    0.0750
+#> 254:    92.2392   -5.8154   -0.0747    2.3880   -0.9421    0.1458    3.0888    0.3372    0.4195    0.1644    1.4494    0.0384    1.1080    0.0750
+#> 255:    92.2404   -5.8131   -0.0751    2.3870   -0.9417    0.1451    3.0778    0.3375    0.4191    0.1639    1.4501    0.0383    1.1070    0.0751
+#> 256:    92.2408   -5.8109   -0.0753    2.3867   -0.9413    0.1445    3.0740    0.3376    0.4192    0.1633    1.4510    0.0382    1.1064    0.0751
+#> 257:    92.2413   -5.8066   -0.0754    2.3866   -0.9409    0.1446    3.0636    0.3376    0.4191    0.1628    1.4522    0.0382    1.1080    0.0750
+#> 258:    92.2412   -5.8035   -0.0754    2.3869   -0.9404    0.1436    3.0502    0.3372    0.4191    0.1623    1.4534    0.0381    1.1057    0.0751
+#> 259:    92.2399   -5.7996   -0.0753    2.3871   -0.9399    0.1427    3.0357    0.3370    0.4195    0.1621    1.4540    0.0380    1.1037    0.0752
+#> 260:    92.2389   -5.7955   -0.0755    2.3872   -0.9391    0.1420    3.0251    0.3366    0.4199    0.1619    1.4555    0.0380    1.1041    0.0752
+#> 261:    92.2378   -5.7941   -0.0755    2.3875   -0.9385    0.1412    3.0240    0.3362    0.4201    0.1613    1.4575    0.0380    1.1048    0.0751
+#> 262:    92.2361   -5.7920   -0.0756    2.3879   -0.9379    0.1407    3.0182    0.3358    0.4205    0.1607    1.4581    0.0381    1.1047    0.0750
+#> 263:    92.2338   -5.7891   -0.0754    2.3883   -0.9375    0.1407    3.0072    0.3356    0.4211    0.1603    1.4585    0.0381    1.1041    0.0750
+#> 264:    92.2313   -5.7882   -0.0752    2.3886   -0.9371    0.1407    3.0009    0.3355    0.4217    0.1601    1.4574    0.0381    1.1036    0.0750
+#> 265:    92.2312   -5.7843   -0.0752    2.3883   -0.9372    0.1402    2.9872    0.3358    0.4220    0.1599    1.4577    0.0381    1.1026    0.0750
+#> 266:    92.2312   -5.7800   -0.0753    2.3880   -0.9370    0.1396    2.9708    0.3363    0.4223    0.1597    1.4584    0.0381    1.1019    0.0750
+#> 267:    92.2306   -5.7785   -0.0755    2.3878   -0.9372    0.1397    2.9619    0.3368    0.4227    0.1595    1.4578    0.0381    1.1021    0.0750
+#> 268:    92.2287   -5.7803   -0.0758    2.3870   -0.9372    0.1394    2.9777    0.3375    0.4226    0.1594    1.4578    0.0380    1.1032    0.0749
+#> 269:    92.2265   -5.7804   -0.0761    2.3865   -0.9371    0.1399    2.9816    0.3382    0.4226    0.1592    1.4589    0.0380    1.1058    0.0747
+#> 270:    92.2236   -5.7811   -0.0765    2.3860   -0.9369    0.1411    2.9893    0.3386    0.4227    0.1591    1.4597    0.0380    1.1081    0.0745
+#> 271:    92.2211   -5.7793   -0.0769    2.3852   -0.9365    0.1421    2.9888    0.3390    0.4228    0.1591    1.4606    0.0379    1.1083    0.0745
+#> 272:    92.2187   -5.7773   -0.0773    2.3845   -0.9361    0.1423    2.9810    0.3396    0.4232    0.1589    1.4617    0.0378    1.1076    0.0746
+#> 273:    92.2164   -5.7769   -0.0776    2.3838   -0.9356    0.1427    2.9809    0.3402    0.4240    0.1589    1.4615    0.0378    1.1073    0.0746
+#> 274:    92.2145   -5.7763   -0.0778    2.3836   -0.9355    0.1434    2.9795    0.3407    0.4248    0.1589    1.4615    0.0378    1.1069    0.0746
+#> 275:    92.2133   -5.7762   -0.0779    2.3836   -0.9352    0.1436    2.9837    0.3410    0.4253    0.1589    1.4621    0.0378    1.1064    0.0746
+#> 276:    92.2123   -5.7764   -0.0781    2.3835   -0.9348    0.1431    2.9889    0.3414    0.4255    0.1589    1.4632    0.0378    1.1073    0.0746
+#> 277:    92.2113   -5.7771   -0.0781    2.3839   -0.9347    0.1423    2.9925    0.3423    0.4264    0.1589    1.4630    0.0378    1.1104    0.0744
+#> 278:    92.2099   -5.7774   -0.0780    2.3841   -0.9349    0.1418    2.9927    0.3429    0.4270    0.1590    1.4634    0.0378    1.1127    0.0742
+#> 279:    92.2087   -5.7798   -0.0779    2.3844   -0.9352    0.1413    2.9997    0.3437    0.4276    0.1590    1.4630    0.0378    1.1133    0.0742
+#> 280:    92.2077   -5.7802   -0.0778    2.3841   -0.9358    0.1407    2.9971    0.3445    0.4284    0.1586    1.4634    0.0378    1.1136    0.0742
+#> 281:    92.2061   -5.7814   -0.0777    2.3837   -0.9362    0.1401    3.0004    0.3452    0.4291    0.1582    1.4629    0.0378    1.1133    0.0743
+#> 282:    92.2058   -5.7802   -0.0777    2.3834   -0.9363    0.1386    2.9994    0.3459    0.4297    0.1579    1.4634    0.0378    1.1126    0.0743
+#> 283:    92.2057   -5.7780   -0.0778    2.3828   -0.9361    0.1376    2.9917    0.3469    0.4298    0.1576    1.4645    0.0378    1.1147    0.0742
+#> 284:    92.2051   -5.7788   -0.0780    2.3824   -0.9360    0.1367    2.9968    0.3479    0.4300    0.1573    1.4647    0.0378    1.1149    0.0741
+#> 285:    92.2041   -5.7793   -0.0782    2.3821   -0.9362    0.1359    2.9941    0.3487    0.4302    0.1573    1.4653    0.0378    1.1164    0.0740
+#> 286:    92.2040   -5.7803   -0.0783    2.3819   -0.9364    0.1352    2.9957    0.3495    0.4304    0.1573    1.4655    0.0378    1.1180    0.0738
+#> 287:    92.2044   -5.7809   -0.0784    2.3817   -0.9365    0.1348    2.9961    0.3502    0.4304    0.1572    1.4657    0.0379    1.1178    0.0738
+#> 288:    92.2043   -5.7835   -0.0785    2.3814   -0.9366    0.1350    3.0073    0.3509    0.4304    0.1572    1.4658    0.0379    1.1184    0.0738
+#> 289:    92.2041   -5.7845   -0.0787    2.3809   -0.9364    0.1347    3.0126    0.3516    0.4304    0.1571    1.4653    0.0379    1.1190    0.0737
+#> 290:    92.2032   -5.7852   -0.0788    2.3807   -0.9363    0.1349    3.0161    0.3521    0.4304    0.1568    1.4656    0.0379    1.1191    0.0737
+#> 291:    92.2019   -5.7848   -0.0790    2.3802   -0.9363    0.1356    3.0155    0.3528    0.4300    0.1565    1.4664    0.0380    1.1210    0.0736
+#> 292:    92.2012   -5.7846   -0.0792    2.3799   -0.9363    0.1361    3.0167    0.3535    0.4296    0.1563    1.4670    0.0380    1.1223    0.0735
+#> 293:    92.2007   -5.7845   -0.0793    2.3795   -0.9363    0.1365    3.0175    0.3542    0.4291    0.1561    1.4681    0.0380    1.1236    0.0734
+#> 294:    92.2009   -5.7850   -0.0795    2.3791   -0.9360    0.1365    3.0189    0.3550    0.4287    0.1560    1.4682    0.0380    1.1243    0.0733
+#> 295:    92.2009   -5.7865   -0.0797    2.3786   -0.9360    0.1360    3.0279    0.3556    0.4286    0.1558    1.4689    0.0380    1.1243    0.0734
+#> 296:    92.2007   -5.7878   -0.0798    2.3781   -0.9362    0.1358    3.0345    0.3562    0.4283    0.1555    1.4694    0.0379    1.1247    0.0734
+#> 297:    92.1992   -5.7891   -0.0801    2.3774   -0.9364    0.1358    3.0403    0.3568    0.4278    0.1554    1.4699    0.0379    1.1267    0.0734
+#> 298:    92.1978   -5.7892   -0.0803    2.3768   -0.9366    0.1357    3.0383    0.3573    0.4274    0.1553    1.4706    0.0378    1.1276    0.0734
+#> 299:    92.1968   -5.7906   -0.0805    2.3763   -0.9369    0.1353    3.0408    0.3579    0.4269    0.1553    1.4712    0.0378    1.1282    0.0733
+#> 300:    92.1954   -5.7929   -0.0807    2.3760   -0.9369    0.1352    3.0477    0.3583    0.4265    0.1551    1.4716    0.0379    1.1286    0.0733
+#> 301:    92.1941   -5.7934   -0.0809    2.3757   -0.9369    0.1352    3.0483    0.3588    0.4261    0.1548    1.4727    0.0378    1.1288    0.0732
+#> 302:    92.1929   -5.7949   -0.0811    2.3754   -0.9370    0.1354    3.0560    0.3592    0.4256    0.1548    1.4728    0.0379    1.1296    0.0731
+#> 303:    92.1919   -5.7972   -0.0813    2.3751   -0.9368    0.1352    3.0671    0.3597    0.4250    0.1550    1.4730    0.0379    1.1302    0.0731
+#> 304:    92.1906   -5.8018   -0.0814    2.3750   -0.9368    0.1349    3.0935    0.3602    0.4245    0.1552    1.4731    0.0379    1.1314    0.0730
+#> 305:    92.1897   -5.8063   -0.0817    2.3744   -0.9370    0.1350    3.1211    0.3606    0.4238    0.1554    1.4727    0.0379    1.1323    0.0730
+#> 306:    92.1896   -5.8116   -0.0820    2.3740   -0.9373    0.1347    3.1571    0.3610    0.4233    0.1555    1.4727    0.0379    1.1351    0.0728
+#> 307:    92.1895   -5.8156   -0.0822    2.3735   -0.9373    0.1341    3.1826    0.3613    0.4226    0.1552    1.4741    0.0379    1.1374    0.0726
+#> 308:    92.1899   -5.8202   -0.0824    2.3732   -0.9376    0.1338    3.2124    0.3617    0.4220    0.1554    1.4745    0.0379    1.1408    0.0724
+#> 309:    92.1903   -5.8232   -0.0827    2.3728   -0.9377    0.1337    3.2330    0.3620    0.4213    0.1554    1.4749    0.0379    1.1419    0.0724
+#> 310:    92.1902   -5.8249   -0.0828    2.3727   -0.9378    0.1335    3.2463    0.3621    0.4207    0.1554    1.4752    0.0379    1.1435    0.0723
+#> 311:    92.1910   -5.8267   -0.0828    2.3726   -0.9378    0.1335    3.2581    0.3623    0.4200    0.1554    1.4754    0.0379    1.1441    0.0722
+#> 312:    92.1918   -5.8271   -0.0829    2.3726   -0.9378    0.1333    3.2567    0.3624    0.4195    0.1552    1.4751    0.0380    1.1432    0.0723
+#> 313:    92.1926   -5.8260   -0.0829    2.3725   -0.9380    0.1334    3.2497    0.3626    0.4190    0.1552    1.4751    0.0380    1.1434    0.0723
+#> 314:    92.1934   -5.8256   -0.0829    2.3724   -0.9381    0.1330    3.2426    0.3628    0.4185    0.1553    1.4746    0.0380    1.1441    0.0722
+#> 315:    92.1938   -5.8237   -0.0829    2.3724   -0.9384    0.1326    3.2327    0.3630    0.4179    0.1555    1.4746    0.0380    1.1468    0.0721
+#> 316:    92.1950   -5.8235   -0.0829    2.3722   -0.9385    0.1324    3.2283    0.3631    0.4172    0.1557    1.4745    0.0380    1.1476    0.0721
+#> 317:    92.1963   -5.8239   -0.0829    2.3722   -0.9385    0.1322    3.2260    0.3633    0.4167    0.1560    1.4741    0.0380    1.1481    0.0721
+#> 318:    92.1975   -5.8242   -0.0829    2.3722   -0.9387    0.1321    3.2240    0.3634    0.4163    0.1559    1.4740    0.0380    1.1477    0.0722
+#> 319:    92.1990   -5.8250   -0.0829    2.3721   -0.9387    0.1320    3.2215    0.3634    0.4159    0.1560    1.4736    0.0381    1.1496    0.0720
+#> 320:    92.2003   -5.8256   -0.0829    2.3722   -0.9386    0.1322    3.2199    0.3635    0.4155    0.1561    1.4730    0.0381    1.1508    0.0719
+#> 321:    92.2018   -5.8249   -0.0829    2.3723   -0.9386    0.1326    3.2150    0.3635    0.4151    0.1562    1.4727    0.0381    1.1514    0.0718
+#> 322:    92.2031   -5.8239   -0.0829    2.3724   -0.9386    0.1333    3.2081    0.3635    0.4147    0.1561    1.4729    0.0381    1.1527    0.0717
+#> 323:    92.2045   -5.8244   -0.0829    2.3725   -0.9384    0.1336    3.2065    0.3635    0.4143    0.1562    1.4729    0.0381    1.1541    0.0716
+#> 324:    92.2060   -5.8228   -0.0828    2.3726   -0.9383    0.1339    3.1996    0.3635    0.4139    0.1562    1.4729    0.0382    1.1562    0.0714
+#> 325:    92.2071   -5.8212   -0.0828    2.3727   -0.9383    0.1339    3.1921    0.3636    0.4135    0.1563    1.4733    0.0382    1.1580    0.0713
+#> 326:    92.2083   -5.8201   -0.0826    2.3728   -0.9382    0.1340    3.1888    0.3639    0.4134    0.1562    1.4734    0.0382    1.1587    0.0713
+#> 327:    92.2095   -5.8185   -0.0825    2.3729   -0.9379    0.1340    3.1831    0.3641    0.4134    0.1562    1.4737    0.0382    1.1592    0.0713
+#> 328:    92.2105   -5.8188   -0.0823    2.3731   -0.9379    0.1338    3.1836    0.3643    0.4132    0.1561    1.4736    0.0383    1.1589    0.0713
+#> 329:    92.2115   -5.8182   -0.0821    2.3732   -0.9381    0.1339    3.1807    0.3646    0.4129    0.1561    1.4737    0.0383    1.1585    0.0713
+#> 330:    92.2127   -5.8181   -0.0819    2.3734   -0.9381    0.1338    3.1827    0.3648    0.4127    0.1563    1.4735    0.0383    1.1578    0.0714
+#> 331:    92.2134   -5.8180   -0.0815    2.3739   -0.9381    0.1340    3.1837    0.3647    0.4128    0.1566    1.4735    0.0383    1.1575    0.0714
+#> 332:    92.2136   -5.8184   -0.0811    2.3746   -0.9379    0.1340    3.1847    0.3647    0.4130    0.1570    1.4728    0.0384    1.1577    0.0714
+#> 333:    92.2133   -5.8180   -0.0807    2.3753   -0.9376    0.1340    3.1853    0.3646    0.4132    0.1572    1.4725    0.0384    1.1573    0.0714
+#> 334:    92.2136   -5.8173   -0.0803    2.3760   -0.9374    0.1342    3.1838    0.3645    0.4133    0.1576    1.4720    0.0385    1.1570    0.0714
+#> 335:    92.2139   -5.8187   -0.0800    2.3769   -0.9372    0.1344    3.1947    0.3643    0.4135    0.1576    1.4714    0.0386    1.1567    0.0714
+#> 336:    92.2134   -5.8198   -0.0796    2.3777   -0.9370    0.1348    3.2008    0.3641    0.4135    0.1577    1.4706    0.0387    1.1557    0.0714
+#> 337:    92.2130   -5.8201   -0.0792    2.3784   -0.9370    0.1357    3.2050    0.3640    0.4137    0.1579    1.4703    0.0388    1.1558    0.0714
+#> 338:    92.2130   -5.8190   -0.0787    2.3791   -0.9368    0.1362    3.2036    0.3638    0.4139    0.1580    1.4708    0.0388    1.1558    0.0714
+#> 339:    92.2132   -5.8177   -0.0783    2.3798   -0.9368    0.1369    3.2006    0.3637    0.4142    0.1581    1.4712    0.0388    1.1551    0.0714
+#> 340:    92.2137   -5.8167   -0.0778    2.3806   -0.9366    0.1376    3.1984    0.3636    0.4143    0.1581    1.4712    0.0388    1.1540    0.0715
+#> 341:    92.2141   -5.8145   -0.0773    2.3814   -0.9364    0.1378    3.1916    0.3635    0.4142    0.1581    1.4712    0.0389    1.1529    0.0715
+#> 342:    92.2142   -5.8123   -0.0769    2.3821   -0.9364    0.1383    3.1840    0.3634    0.4142    0.1581    1.4718    0.0389    1.1513    0.0716
+#> 343:    92.2139   -5.8109   -0.0764    2.3830   -0.9364    0.1389    3.1806    0.3632    0.4142    0.1581    1.4721    0.0389    1.1501    0.0716
+#> 344:    92.2137   -5.8117   -0.0759    2.3839   -0.9366    0.1390    3.1830    0.3631    0.4144    0.1582    1.4711    0.0390    1.1492    0.0717
+#> 345:    92.2133   -5.8118   -0.0754    2.3849   -0.9368    0.1391    3.1827    0.3630    0.4146    0.1582    1.4703    0.0391    1.1488    0.0717
+#> 346:    92.2127   -5.8113   -0.0748    2.3858   -0.9369    0.1389    3.1793    0.3629    0.4147    0.1581    1.4700    0.0391    1.1475    0.0717
+#> 347:    92.2121   -5.8107   -0.0743    2.3867   -0.9371    0.1386    3.1748    0.3628    0.4149    0.1579    1.4701    0.0392    1.1463    0.0718
+#> 348:    92.2106   -5.8109   -0.0738    2.3876   -0.9374    0.1385    3.1726    0.3626    0.4151    0.1577    1.4704    0.0392    1.1453    0.0719
+#> 349:    92.2096   -5.8111   -0.0732    2.3883   -0.9377    0.1382    3.1703    0.3626    0.4151    0.1575    1.4705    0.0392    1.1448    0.0719
+#> 350:    92.2088   -5.8108   -0.0727    2.3890   -0.9378    0.1380    3.1674    0.3625    0.4152    0.1574    1.4704    0.0392    1.1439    0.0720
+#> 351:    92.2077   -5.8103   -0.0722    2.3899   -0.9379    0.1379    3.1634    0.3623    0.4154    0.1572    1.4701    0.0393    1.1432    0.0720
+#> 352:    92.2069   -5.8103   -0.0718    2.3906   -0.9381    0.1380    3.1626    0.3623    0.4154    0.1570    1.4701    0.0393    1.1425    0.0721
+#> 353:    92.2058   -5.8107   -0.0714    2.3913   -0.9381    0.1382    3.1629    0.3624    0.4154    0.1570    1.4695    0.0394    1.1426    0.0720
+#> 354:    92.2046   -5.8102   -0.0710    2.3921   -0.9381    0.1384    3.1576    0.3624    0.4154    0.1571    1.4691    0.0394    1.1424    0.0720
+#> 355:    92.2034   -5.8084   -0.0707    2.3928   -0.9381    0.1388    3.1501    0.3624    0.4154    0.1570    1.4686    0.0395    1.1414    0.0721
+#> 356:    92.2027   -5.8079   -0.0703    2.3935   -0.9382    0.1392    3.1463    0.3626    0.4155    0.1569    1.4682    0.0396    1.1405    0.0721
+#> 357:    92.2019   -5.8084   -0.0698    2.3943   -0.9382    0.1390    3.1444    0.3628    0.4156    0.1569    1.4665    0.0397    1.1403    0.0721
+#> 358:    92.2014   -5.8085   -0.0694    2.3950   -0.9381    0.1389    3.1413    0.3630    0.4158    0.1569    1.4662    0.0398    1.1398    0.0722
+#> 359:    92.2005   -5.8091   -0.0689    2.3956   -0.9383    0.1387    3.1393    0.3633    0.4159    0.1570    1.4664    0.0398    1.1401    0.0722
+#> 360:    92.1994   -5.8091   -0.0685    2.3962   -0.9385    0.1385    3.1362    0.3635    0.4159    0.1572    1.4664    0.0398    1.1413    0.0722
+#> 361:    92.1983   -5.8094   -0.0682    2.3966   -0.9386    0.1384    3.1340    0.3638    0.4159    0.1573    1.4669    0.0398    1.1420    0.0722
+#> 362:    92.1976   -5.8086   -0.0678    2.3971   -0.9389    0.1380    3.1277    0.3639    0.4160    0.1573    1.4671    0.0398    1.1414    0.0723
+#> 363:    92.1967   -5.8081   -0.0675    2.3976   -0.9389    0.1377    3.1239    0.3641    0.4161    0.1573    1.4669    0.0399    1.1412    0.0723
+#> 364:    92.1960   -5.8073   -0.0671    2.3982   -0.9390    0.1373    3.1208    0.3643    0.4161    0.1572    1.4668    0.0399    1.1411    0.0723
+#> 365:    92.1958   -5.8066   -0.0667    2.3988   -0.9389    0.1369    3.1164    0.3645    0.4160    0.1572    1.4672    0.0399    1.1416    0.0723
+#> 366:    92.1956   -5.8063   -0.0664    2.3992   -0.9390    0.1364    3.1127    0.3650    0.4156    0.1573    1.4674    0.0399    1.1425    0.0723
+#> 367:    92.1952   -5.8056   -0.0661    2.3996   -0.9389    0.1361    3.1082    0.3652    0.4155    0.1574    1.4675    0.0399    1.1416    0.0723
+#> 368:    92.1948   -5.8059   -0.0658    2.4001   -0.9389    0.1359    3.1068    0.3655    0.4154    0.1575    1.4671    0.0399    1.1406    0.0724
+#> 369:    92.1948   -5.8064   -0.0655    2.4005   -0.9388    0.1360    3.1055    0.3658    0.4152    0.1576    1.4669    0.0399    1.1408    0.0724
+#> 370:    92.1951   -5.8072   -0.0652    2.4010   -0.9389    0.1361    3.1060    0.3660    0.4151    0.1576    1.4669    0.0399    1.1406    0.0724
+#> 371:    92.1956   -5.8080   -0.0649    2.4015   -0.9390    0.1362    3.1095    0.3662    0.4150    0.1576    1.4669    0.0400    1.1411    0.0724
+#> 372:    92.1962   -5.8096   -0.0645    2.4020   -0.9390    0.1363    3.1168    0.3665    0.4149    0.1576    1.4667    0.0400    1.1411    0.0724
+#> 373:    92.1968   -5.8098   -0.0642    2.4025   -0.9392    0.1363    3.1154    0.3666    0.4147    0.1576    1.4664    0.0400    1.1418    0.0723
+#> 374:    92.1972   -5.8098   -0.0640    2.4029   -0.9395    0.1363    3.1117    0.3667    0.4146    0.1576    1.4661    0.0401    1.1421    0.0723
+#> 375:    92.1979   -5.8101   -0.0637    2.4032   -0.9397    0.1364    3.1090    0.3668    0.4143    0.1577    1.4654    0.0401    1.1425    0.0723
+#> 376:    92.1981   -5.8106   -0.0635    2.4035   -0.9399    0.1363    3.1084    0.3669    0.4142    0.1576    1.4650    0.0401    1.1423    0.0723
+#> 377:    92.1986   -5.8104   -0.0633    2.4039   -0.9399    0.1360    3.1053    0.3670    0.4142    0.1576    1.4645    0.0402    1.1424    0.0723
+#> 378:    92.1989   -5.8104   -0.0631    2.4043   -0.9399    0.1358    3.1026    0.3671    0.4142    0.1577    1.4638    0.0402    1.1421    0.0723
+#> 379:    92.1990   -5.8114   -0.0628    2.4047   -0.9399    0.1355    3.1068    0.3671    0.4141    0.1577    1.4636    0.0402    1.1413    0.0724
+#> 380:    92.1989   -5.8119   -0.0627    2.4048   -0.9400    0.1351    3.1095    0.3673    0.4136    0.1577    1.4634    0.0402    1.1413    0.0724
+#> 381:    92.1989   -5.8127   -0.0627    2.4048   -0.9400    0.1349    3.1152    0.3676    0.4131    0.1577    1.4631    0.0403    1.1408    0.0723
+#> 382:    92.1994   -5.8126   -0.0627    2.4049   -0.9399    0.1348    3.1188    0.3678    0.4126    0.1576    1.4635    0.0403    1.1403    0.0723
+#> 383:    92.2000   -5.8129   -0.0626    2.4049   -0.9397    0.1346    3.1256    0.3681    0.4120    0.1576    1.4637    0.0403    1.1396    0.0723
+#> 384:    92.2006   -5.8133   -0.0626    2.4050   -0.9396    0.1347    3.1290    0.3683    0.4115    0.1575    1.4641    0.0402    1.1389    0.0723
+#> 385:    92.2015   -5.8131   -0.0626    2.4050   -0.9394    0.1350    3.1287    0.3686    0.4110    0.1575    1.4642    0.0402    1.1382    0.0723
+#> 386:    92.2023   -5.8140   -0.0625    2.4049   -0.9391    0.1349    3.1324    0.3690    0.4104    0.1574    1.4647    0.0402    1.1374    0.0723
+#> 387:    92.2030   -5.8147   -0.0625    2.4050   -0.9390    0.1349    3.1345    0.3693    0.4099    0.1572    1.4652    0.0402    1.1366    0.0724
+#> 388:    92.2040   -5.8157   -0.0625    2.4050   -0.9389    0.1349    3.1381    0.3696    0.4094    0.1570    1.4652    0.0402    1.1362    0.0724
+#> 389:    92.2051   -5.8156   -0.0625    2.4051   -0.9387    0.1349    3.1373    0.3699    0.4090    0.1570    1.4653    0.0402    1.1354    0.0724
+#> 390:    92.2063   -5.8152   -0.0625    2.4051   -0.9386    0.1349    3.1350    0.3702    0.4087    0.1570    1.4655    0.0402    1.1345    0.0725
+#> 391:    92.2076   -5.8160   -0.0625    2.4051   -0.9384    0.1350    3.1380    0.3705    0.4083    0.1571    1.4656    0.0402    1.1341    0.0725
+#> 392:    92.2086   -5.8166   -0.0626    2.4049   -0.9384    0.1349    3.1397    0.3707    0.4081    0.1572    1.4658    0.0402    1.1345    0.0725
+#> 393:    92.2095   -5.8168   -0.0626    2.4047   -0.9383    0.1348    3.1405    0.3708    0.4080    0.1573    1.4659    0.0402    1.1344    0.0725
+#> 394:    92.2107   -5.8174   -0.0627    2.4045   -0.9382    0.1347    3.1433    0.3710    0.4079    0.1575    1.4660    0.0401    1.1342    0.0725
+#> 395:    92.2118   -5.8174   -0.0628    2.4043   -0.9380    0.1346    3.1437    0.3711    0.4078    0.1575    1.4661    0.0401    1.1343    0.0725
+#> 396:    92.2127   -5.8170   -0.0629    2.4041   -0.9379    0.1344    3.1424    0.3712    0.4077    0.1575    1.4664    0.0401    1.1342    0.0725
+#> 397:    92.2137   -5.8161   -0.0630    2.4040   -0.9376    0.1342    3.1386    0.3713    0.4076    0.1577    1.4667    0.0401    1.1341    0.0725
+#> 398:    92.2146   -5.8152   -0.0633    2.4036   -0.9374    0.1341    3.1344    0.3713    0.4075    0.1578    1.4671    0.0401    1.1334    0.0725
+#> 399:    92.2157   -5.8138   -0.0635    2.4032   -0.9373    0.1340    3.1296    0.3714    0.4074    0.1578    1.4678    0.0401    1.1336    0.0726
+#> 400:    92.2165   -5.8131   -0.0638    2.4027   -0.9372    0.1340    3.1262    0.3715    0.4072    0.1579    1.4681    0.0400    1.1332    0.0726
+#> 401:    92.2173   -5.8118   -0.0641    2.4022   -0.9372    0.1341    3.1220    0.3716    0.4069    0.1579    1.4686    0.0400    1.1339    0.0726
+#> 402:    92.2181   -5.8107   -0.0643    2.4018   -0.9370    0.1344    3.1192    0.3718    0.4065    0.1580    1.4694    0.0400    1.1338    0.0726
+#> 403:    92.2190   -5.8099   -0.0646    2.4013   -0.9371    0.1348    3.1166    0.3720    0.4061    0.1581    1.4700    0.0400    1.1344    0.0725
+#> 404:    92.2198   -5.8104   -0.0649    2.4008   -0.9372    0.1348    3.1161    0.3723    0.4058    0.1582    1.4704    0.0399    1.1357    0.0725
+#> 405:    92.2203   -5.8107   -0.0652    2.4004   -0.9372    0.1348    3.1177    0.3725    0.4055    0.1582    1.4705    0.0400    1.1358    0.0724
+#> 406:    92.2204   -5.8103   -0.0653    2.4002   -0.9371    0.1348    3.1157    0.3724    0.4051    0.1582    1.4709    0.0400    1.1361    0.0724
+#> 407:    92.2201   -5.8094   -0.0655    2.4001   -0.9369    0.1348    3.1121    0.3724    0.4048    0.1583    1.4713    0.0400    1.1360    0.0724
+#> 408:    92.2201   -5.8087   -0.0657    2.3999   -0.9368    0.1350    3.1085    0.3724    0.4044    0.1582    1.4714    0.0400    1.1360    0.0723
+#> 409:    92.2201   -5.8083   -0.0658    2.3998   -0.9365    0.1355    3.1073    0.3724    0.4043    0.1582    1.4713    0.0401    1.1358    0.0723
+#> 410:    92.2196   -5.8094   -0.0659    2.3996   -0.9365    0.1361    3.1123    0.3724    0.4041    0.1582    1.4712    0.0401    1.1357    0.0723
+#> 411:    92.2192   -5.8099   -0.0661    2.3994   -0.9366    0.1363    3.1168    0.3724    0.4038    0.1582    1.4715    0.0401    1.1354    0.0723
+#> 412:    92.2187   -5.8105   -0.0662    2.3993   -0.9365    0.1365    3.1215    0.3725    0.4035    0.1582    1.4716    0.0401    1.1359    0.0723
+#> 413:    92.2185   -5.8109   -0.0663    2.3992   -0.9365    0.1367    3.1268    0.3725    0.4031    0.1583    1.4719    0.0401    1.1357    0.0723
+#> 414:    92.2183   -5.8111   -0.0665    2.3987   -0.9365    0.1370    3.1286    0.3727    0.4026    0.1582    1.4724    0.0400    1.1349    0.0723
+#> 415:    92.2181   -5.8122   -0.0667    2.3983   -0.9366    0.1370    3.1351    0.3729    0.4021    0.1581    1.4726    0.0400    1.1341    0.0724
+#> 416:    92.2180   -5.8133   -0.0669    2.3979   -0.9367    0.1372    3.1409    0.3731    0.4015    0.1578    1.4734    0.0400    1.1333    0.0724
+#> 417:    92.2176   -5.8138   -0.0671    2.3976   -0.9368    0.1374    3.1426    0.3733    0.4009    0.1576    1.4739    0.0400    1.1325    0.0724
+#> 418:    92.2173   -5.8150   -0.0673    2.3973   -0.9369    0.1376    3.1479    0.3735    0.4003    0.1575    1.4740    0.0400    1.1316    0.0725
+#> 419:    92.2174   -5.8154   -0.0674    2.3970   -0.9369    0.1375    3.1497    0.3736    0.3998    0.1574    1.4741    0.0400    1.1314    0.0724
+#> 420:    92.2175   -5.8154   -0.0676    2.3968   -0.9369    0.1375    3.1489    0.3737    0.3993    0.1574    1.4742    0.0400    1.1315    0.0724
+#> 421:    92.2176   -5.8154   -0.0678    2.3964   -0.9369    0.1374    3.1485    0.3739    0.3989    0.1573    1.4743    0.0400    1.1312    0.0724
+#> 422:    92.2174   -5.8155   -0.0680    2.3961   -0.9370    0.1375    3.1483    0.3741    0.3985    0.1572    1.4744    0.0400    1.1309    0.0723
+#> 423:    92.2170   -5.8156   -0.0681    2.3958   -0.9371    0.1375    3.1481    0.3742    0.3980    0.1571    1.4741    0.0400    1.1308    0.0723
+#> 424:    92.2169   -5.8168   -0.0683    2.3956   -0.9372    0.1374    3.1524    0.3744    0.3976    0.1571    1.4740    0.0400    1.1316    0.0722
+#> 425:    92.2167   -5.8171   -0.0685    2.3954   -0.9372    0.1373    3.1520    0.3744    0.3972    0.1571    1.4736    0.0401    1.1317    0.0722
+#> 426:    92.2164   -5.8170   -0.0687    2.3951   -0.9372    0.1373    3.1502    0.3745    0.3968    0.1570    1.4734    0.0401    1.1320    0.0722
+#> 427:    92.2166   -5.8169   -0.0688    2.3949   -0.9372    0.1372    3.1480    0.3745    0.3964    0.1570    1.4734    0.0401    1.1317    0.0721
+#> 428:    92.2166   -5.8170   -0.0689    2.3948   -0.9374    0.1371    3.1460    0.3745    0.3959    0.1570    1.4735    0.0401    1.1315    0.0721
+#> 429:    92.2162   -5.8171   -0.0691    2.3946   -0.9374    0.1369    3.1446    0.3745    0.3954    0.1570    1.4736    0.0401    1.1316    0.0721
+#> 430:    92.2158   -5.8178   -0.0692    2.3944   -0.9375    0.1370    3.1464    0.3745    0.3950    0.1570    1.4736    0.0401    1.1314    0.0721
+#> 431:    92.2153   -5.8180   -0.0693    2.3942   -0.9375    0.1371    3.1470    0.3745    0.3946    0.1570    1.4735    0.0401    1.1314    0.0721
+#> 432:    92.2150   -5.8182   -0.0695    2.3940   -0.9375    0.1372    3.1477    0.3746    0.3942    0.1570    1.4735    0.0401    1.1315    0.0721
+#> 433:    92.2145   -5.8189   -0.0696    2.3938   -0.9375    0.1374    3.1512    0.3746    0.3938    0.1571    1.4736    0.0400    1.1323    0.0720
+#> 434:    92.2141   -5.8186   -0.0697    2.3936   -0.9373    0.1376    3.1530    0.3746    0.3933    0.1571    1.4736    0.0400    1.1330    0.0719
+#> 435:    92.2133   -5.8187   -0.0699    2.3934   -0.9373    0.1381    3.1571    0.3747    0.3929    0.1570    1.4738    0.0400    1.1325    0.0720
+#> 436:    92.2129   -5.8180   -0.0700    2.3932   -0.9374    0.1380    3.1544    0.3746    0.3925    0.1570    1.4740    0.0400    1.1332    0.0719
+#> 437:    92.2122   -5.8186   -0.0702    2.3930   -0.9375    0.1380    3.1574    0.3746    0.3921    0.1570    1.4739    0.0400    1.1342    0.0718
+#> 438:    92.2114   -5.8187   -0.0703    2.3928   -0.9376    0.1380    3.1583    0.3745    0.3918    0.1569    1.4740    0.0400    1.1346    0.0718
+#> 439:    92.2104   -5.8181   -0.0705    2.3925   -0.9377    0.1381    3.1568    0.3744    0.3914    0.1568    1.4743    0.0400    1.1352    0.0718
+#> 440:    92.2095   -5.8178   -0.0706    2.3923   -0.9377    0.1381    3.1555    0.3743    0.3910    0.1566    1.4745    0.0400    1.1349    0.0718
+#> 441:    92.2088   -5.8176   -0.0707    2.3923   -0.9378    0.1381    3.1559    0.3742    0.3907    0.1565    1.4748    0.0400    1.1349    0.0718
+#> 442:    92.2081   -5.8172   -0.0708    2.3921   -0.9379    0.1383    3.1539    0.3741    0.3903    0.1564    1.4754    0.0400    1.1350    0.0717
+#> 443:    92.2074   -5.8171   -0.0709    2.3920   -0.9380    0.1387    3.1526    0.3740    0.3901    0.1563    1.4756    0.0400    1.1349    0.0717
+#> 444:    92.2068   -5.8175   -0.0711    2.3918   -0.9380    0.1390    3.1533    0.3739    0.3898    0.1562    1.4758    0.0400    1.1353    0.0717
+#> 445:    92.2061   -5.8180   -0.0712    2.3915   -0.9382    0.1394    3.1529    0.3737    0.3896    0.1562    1.4758    0.0400    1.1355    0.0717
+#> 446:    92.2054   -5.8177   -0.0714    2.3912   -0.9384    0.1398    3.1496    0.3735    0.3894    0.1562    1.4760    0.0399    1.1367    0.0716
+#> 447:    92.2051   -5.8180   -0.0716    2.3910   -0.9385    0.1400    3.1484    0.3734    0.3891    0.1563    1.4762    0.0399    1.1370    0.0715
+#> 448:    92.2053   -5.8189   -0.0717    2.3909   -0.9387    0.1405    3.1499    0.3732    0.3889    0.1563    1.4764    0.0399    1.1377    0.0715
+#> 449:    92.2054   -5.8195   -0.0718    2.3908   -0.9388    0.1411    3.1497    0.3730    0.3887    0.1562    1.4768    0.0399    1.1382    0.0715
+#> 450:    92.2054   -5.8205   -0.0719    2.3906   -0.9390    0.1417    3.1528    0.3728    0.3885    0.1562    1.4769    0.0399    1.1378    0.0715
+#> 451:    92.2053   -5.8213   -0.0720    2.3905   -0.9391    0.1423    3.1544    0.3725    0.3883    0.1561    1.4774    0.0399    1.1379    0.0715
+#> 452:    92.2054   -5.8218   -0.0720    2.3905   -0.9393    0.1426    3.1541    0.3722    0.3882    0.1560    1.4779    0.0398    1.1378    0.0715
+#> 453:    92.2054   -5.8217   -0.0721    2.3903   -0.9395    0.1428    3.1530    0.3721    0.3880    0.1559    1.4785    0.0398    1.1378    0.0715
+#> 454:    92.2053   -5.8214   -0.0722    2.3901   -0.9395    0.1431    3.1508    0.3720    0.3878    0.1559    1.4786    0.0398    1.1375    0.0715
+#> 455:    92.2052   -5.8220   -0.0724    2.3898   -0.9396    0.1433    3.1519    0.3720    0.3875    0.1559    1.4791    0.0398    1.1379    0.0715
+#> 456:    92.2053   -5.8230   -0.0727    2.3894   -0.9397    0.1434    3.1544    0.3720    0.3873    0.1560    1.4793    0.0398    1.1384    0.0714
+#> 457:    92.2053   -5.8240   -0.0729    2.3889   -0.9398    0.1437    3.1568    0.3720    0.3869    0.1559    1.4793    0.0398    1.1393    0.0714
+#> 458:    92.2051   -5.8245   -0.0731    2.3885   -0.9399    0.1440    3.1571    0.3721    0.3865    0.1558    1.4797    0.0397    1.1404    0.0713
+#> 459:    92.2045   -5.8246   -0.0732    2.3882   -0.9402    0.1442    3.1562    0.3721    0.3862    0.1558    1.4801    0.0397    1.1407    0.0713
+#> 460:    92.2040   -5.8244   -0.0734    2.3878   -0.9403    0.1442    3.1536    0.3722    0.3859    0.1558    1.4806    0.0397    1.1406    0.0713
+#> 461:    92.2030   -5.8245   -0.0736    2.3874   -0.9404    0.1444    3.1517    0.3722    0.3856    0.1557    1.4811    0.0397    1.1412    0.0713
+#> 462:    92.2022   -5.8253   -0.0738    2.3870   -0.9405    0.1445    3.1531    0.3723    0.3853    0.1556    1.4817    0.0396    1.1425    0.0712
+#> 463:    92.2014   -5.8260   -0.0740    2.3866   -0.9405    0.1449    3.1545    0.3724    0.3849    0.1556    1.4823    0.0396    1.1441    0.0711
+#> 464:    92.2008   -5.8257   -0.0742    2.3862   -0.9405    0.1453    3.1522    0.3726    0.3845    0.1555    1.4828    0.0396    1.1451    0.0711
+#> 465:    92.2002   -5.8256   -0.0744    2.3859   -0.9404    0.1458    3.1511    0.3727    0.3842    0.1555    1.4830    0.0396    1.1459    0.0710
+#> 466:    92.1997   -5.8256   -0.0747    2.3855   -0.9403    0.1463    3.1516    0.3728    0.3839    0.1555    1.4834    0.0396    1.1476    0.0709
+#> 467:    92.1993   -5.8258   -0.0749    2.3850   -0.9404    0.1468    3.1521    0.3730    0.3836    0.1555    1.4835    0.0395    1.1490    0.0708
+#> 468:    92.1990   -5.8259   -0.0752    2.3846   -0.9404    0.1473    3.1546    0.3731    0.3834    0.1555    1.4837    0.0395    1.1500    0.0708
+#> 469:    92.1987   -5.8263   -0.0753    2.3844   -0.9403    0.1479    3.1598    0.3731    0.3831    0.1555    1.4839    0.0395    1.1504    0.0707
+#> 470:    92.1987   -5.8267   -0.0755    2.3841   -0.9403    0.1482    3.1611    0.3730    0.3829    0.1555    1.4839    0.0395    1.1496    0.0708
+#> 471:    92.1987   -5.8269   -0.0756    2.3839   -0.9404    0.1482    3.1627    0.3730    0.3826    0.1555    1.4839    0.0395    1.1492    0.0708
+#> 472:    92.1983   -5.8269   -0.0758    2.3838   -0.9403    0.1480    3.1618    0.3729    0.3823    0.1555    1.4839    0.0395    1.1493    0.0708
+#> 473:    92.1980   -5.8264   -0.0760    2.3836   -0.9402    0.1478    3.1602    0.3728    0.3820    0.1554    1.4839    0.0395    1.1489    0.0708
+#> 474:    92.1976   -5.8256   -0.0762    2.3834   -0.9402    0.1475    3.1565    0.3727    0.3818    0.1554    1.4842    0.0395    1.1487    0.0708
+#> 475:    92.1971   -5.8252   -0.0763    2.3832   -0.9402    0.1473    3.1543    0.3726    0.3816    0.1553    1.4845    0.0395    1.1487    0.0707
+#> 476:    92.1965   -5.8250   -0.0765    2.3830   -0.9402    0.1469    3.1523    0.3725    0.3814    0.1552    1.4846    0.0395    1.1484    0.0707
+#> 477:    92.1960   -5.8242   -0.0766    2.3827   -0.9402    0.1465    3.1483    0.3724    0.3811    0.1552    1.4849    0.0395    1.1483    0.0708
+#> 478:    92.1955   -5.8236   -0.0767    2.3826   -0.9402    0.1463    3.1447    0.3722    0.3808    0.1553    1.4854    0.0395    1.1481    0.0708
+#> 479:    92.1952   -5.8232   -0.0769    2.3824   -0.9401    0.1462    3.1421    0.3722    0.3805    0.1554    1.4857    0.0395    1.1478    0.0708
+#> 480:    92.1948   -5.8235   -0.0770    2.3822   -0.9400    0.1461    3.1426    0.3721    0.3803    0.1554    1.4862    0.0395    1.1478    0.0708
+#> 481:    92.1947   -5.8240   -0.0772    2.3820   -0.9399    0.1459    3.1455    0.3721    0.3801    0.1554    1.4868    0.0395    1.1483    0.0708
+#> 482:    92.1948   -5.8244   -0.0774    2.3817   -0.9399    0.1456    3.1476    0.3720    0.3799    0.1553    1.4873    0.0395    1.1488    0.0708
+#> 483:    92.1944   -5.8247   -0.0776    2.3815   -0.9397    0.1455    3.1487    0.3719    0.3797    0.1553    1.4876    0.0394    1.1494    0.0708
+#> 484:    92.1941   -5.8249   -0.0778    2.3811   -0.9396    0.1454    3.1493    0.3719    0.3795    0.1554    1.4879    0.0394    1.1501    0.0707
+#> 485:    92.1940   -5.8252   -0.0780    2.3809   -0.9396    0.1453    3.1501    0.3718    0.3793    0.1554    1.4881    0.0394    1.1503    0.0707
+#> 486:    92.1936   -5.8249   -0.0781    2.3807   -0.9395    0.1453    3.1486    0.3717    0.3792    0.1554    1.4884    0.0394    1.1508    0.0707
+#> 487:    92.1935   -5.8248   -0.0783    2.3804   -0.9394    0.1453    3.1485    0.3716    0.3791    0.1553    1.4887    0.0393    1.1507    0.0707
+#> 488:    92.1932   -5.8246   -0.0785    2.3800   -0.9394    0.1454    3.1478    0.3715    0.3788    0.1552    1.4892    0.0393    1.1510    0.0707
+#> 489:    92.1931   -5.8241   -0.0787    2.3796   -0.9394    0.1455    3.1468    0.3715    0.3787    0.1551    1.4895    0.0393    1.1514    0.0706
+#> 490:    92.1934   -5.8242   -0.0790    2.3793   -0.9393    0.1456    3.1478    0.3715    0.3786    0.1551    1.4898    0.0393    1.1528    0.0706
+#> 491:    92.1936   -5.8241   -0.0792    2.3788   -0.9392    0.1455    3.1472    0.3715    0.3785    0.1551    1.4900    0.0393    1.1533    0.0706
+#> 492:    92.1940   -5.8234   -0.0794    2.3783   -0.9391    0.1455    3.1449    0.3714    0.3783    0.1551    1.4903    0.0392    1.1538    0.0705
+#> 493:    92.1943   -5.8230   -0.0797    2.3779   -0.9390    0.1455    3.1426    0.3714    0.3783    0.1552    1.4907    0.0392    1.1541    0.0705
+#> 494:    92.1946   -5.8226   -0.0799    2.3774   -0.9390    0.1458    3.1405    0.3713    0.3782    0.1551    1.4911    0.0392    1.1541    0.0706
+#> 495:    92.1948   -5.8219   -0.0802    2.3770   -0.9391    0.1459    3.1366    0.3712    0.3782    0.1551    1.4916    0.0392    1.1543    0.0706
+#> 496:    92.1948   -5.8213   -0.0804    2.3766   -0.9392    0.1460    3.1331    0.3711    0.3781    0.1552    1.4920    0.0392    1.1556    0.0705
+#> 497:    92.1949   -5.8213   -0.0806    2.3762   -0.9393    0.1462    3.1326    0.3711    0.3780    0.1553    1.4923    0.0391    1.1564    0.0705
+#> 498:    92.1950   -5.8215   -0.0808    2.3758   -0.9394    0.1462    3.1331    0.3710    0.3779    0.1553    1.4926    0.0391    1.1568    0.0705
+#> 499:    92.1953   -5.8219   -0.0810    2.3754   -0.9395    0.1461    3.1343    0.3709    0.3778    0.1554    1.4929    0.0391    1.1567    0.0705
+#> 500:    92.1957   -5.8232   -0.0812    2.3751   -0.9395    0.1459    3.1411    0.3709    0.3776    0.1554    1.4931    0.0391    1.1575    0.0705
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_fomc_sfo_focei_obs_tc <- nlmixr(f_mmkin_tc["FOMC-SFO", ], est = "focei",
   error_model = "obs_tc")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
 #> Key: U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation
@@ -5813,2305 +8780,1453 @@ obtained by fitting the same model to a list of datasets using |.....................|        o4 |        o5 |...........|...........|
-#> |    1|     504.82714 |     1.000 |    -1.000 |   -0.9114 |   -0.8944 |
-#> |.....................|   -0.8457 |   -0.8687 |   -0.8916 |   -0.8687 |
-#> |.....................|   -0.8916 |   -0.8768 |   -0.8745 |   -0.8676 |
-#> |.....................|   -0.8705 |   -0.8704 |...........|...........|
-#> |    U|     504.82714 |     93.12 |    -5.303 |   -0.9442 |   -0.1065 |
-#> |.....................|     2.291 |     1.160 |   0.03005 |     1.160 |
-#> |.....................|   0.03005 |    0.7578 |    0.8738 |     1.213 |
-#> |.....................|     1.069 |     1.072 |...........|...........|
-#> |    X|     504.82714 |     93.12 |  0.004975 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.160 |   0.03005 |     1.160 |
-#> |.....................|   0.03005 |    0.7578 |    0.8738 |     1.213 |
-#> |.....................|     1.069 |     1.072 |...........|...........|
-#> |    G|    Gill Diff. |     73.79 |     2.406 |   0.05615 |    0.2285 |
-#> |.....................|  0.009051 |    -73.50 |    -23.10 |    0.2441 |
-#> |.....................|    -2.663 |     1.201 |     11.89 |    -10.88 |
-#> |.....................|    -9.982 |    -10.81 |...........|...........|
-#> |    2|     4109.9562 |    0.3228 |    -1.022 |   -0.9119 |   -0.8965 |
-#> |.....................|   -0.8458 |   -0.1941 |   -0.6796 |   -0.8709 |
-#> |.....................|   -0.8672 |   -0.8879 |   -0.9836 |   -0.7677 |
-#> |.....................|   -0.7789 |   -0.7712 |...........|...........|
-#> |    U|     4109.9562 |     30.05 |    -5.326 |   -0.9447 |   -0.1086 |
-#> |.....................|     2.291 |     1.551 |   0.03324 |     1.158 |
-#> |.....................|   0.03042 |    0.7495 |    0.7784 |     1.335 |
-#> |.....................|     1.167 |     1.178 |...........|...........|
-#> |    X|     4109.9562 |     30.05 |  0.004866 |    0.2800 |    0.8971 |
-#> |.....................|     9.883 |     1.551 |   0.03324 |     1.158 |
-#> |.....................|   0.03042 |    0.7495 |    0.7784 |     1.335 |
-#> |.....................|     1.167 |     1.178 |...........|...........|
-#> |    3|     527.72868 |    0.9323 |    -1.002 |   -0.9115 |   -0.8946 |
-#> |.....................|   -0.8457 |   -0.8012 |   -0.8704 |   -0.8689 |
-#> |.....................|   -0.8892 |   -0.8779 |   -0.8854 |   -0.8576 |
-#> |.....................|   -0.8613 |   -0.8605 |...........|...........|
-#> |    U|     527.72868 |     86.81 |    -5.306 |   -0.9442 |   -0.1067 |
-#> |.....................|     2.291 |     1.199 |   0.03037 |     1.159 |
-#> |.....................|   0.03009 |    0.7570 |    0.8642 |     1.226 |
-#> |.....................|     1.079 |     1.083 |...........|...........|
-#> |    X|     527.72868 |     86.81 |  0.004964 |    0.2800 |    0.8988 |
-#> |.....................|     9.884 |     1.199 |   0.03037 |     1.159 |
-#> |.....................|   0.03009 |    0.7570 |    0.8642 |     1.226 |
-#> |.....................|     1.079 |     1.083 |...........|...........|
-#> |    4|     503.94655 |    0.9891 |    -1.000 |   -0.9114 |   -0.8944 |
-#> |.....................|   -0.8457 |   -0.8578 |   -0.8882 |   -0.8687 |
-#> |.....................|   -0.8912 |   -0.8770 |   -0.8762 |   -0.8660 |
-#> |.....................|   -0.8690 |   -0.8688 |...........|...........|
-#> |    U|     503.94655 |     92.10 |    -5.304 |   -0.9442 |   -0.1066 |
-#> |.....................|     2.291 |     1.166 |   0.03011 |     1.160 |
-#> |.....................|   0.03006 |    0.7577 |    0.8722 |     1.215 |
+#> |    1|     500.20030 |     1.000 |    -1.000 |   -0.9113 |   -0.8944 |
+#> |.....................|   -0.8454 |   -0.8678 |   -0.8916 |   -0.8678 |
+#> |.....................|   -0.8916 |   -0.8767 |   -0.8743 |   -0.8675 |
+#> |.....................|   -0.8704 |   -0.8704 |...........|...........|
+#> |    U|      500.2003 |     93.00 |    -5.300 |   -0.9400 |   -0.1100 |
+#> |.....................|     2.300 |     1.200 |   0.03000 |     1.200 |
+#> |.....................|   0.03000 |    0.7598 |    0.8758 |     1.214 |
+#> |.....................|     1.068 |     1.071 |...........|...........|
+#> |    X|      500.2003 |     93.00 |  0.004992 |    0.2809 |    0.8958 |
+#> |.....................|     9.974 |     1.200 |   0.03000 |     1.200 |
+#> |.....................|   0.03000 |    0.7598 |    0.8758 |     1.214 |
+#> |.....................|     1.068 |     1.071 |...........|...........|
+#> |    G|    Gill Diff. |     48.88 |     2.383 |    0.1231 |    0.1986 |
+#> |.....................|    0.1571 |    -68.85 |    -20.11 |     3.616 |
+#> |.....................|    -2.292 |    0.6250 |     11.41 |    -12.48 |
+#> |.....................|    -9.903 |    -10.91 |...........|...........|
+#> |    2|     2737.7532 |    0.4556 |    -1.027 |   -0.9127 |   -0.8966 |
+#> |.....................|   -0.8471 |   -0.1009 |   -0.6676 |   -0.9080 |
+#> |.....................|   -0.8660 |   -0.8837 |    -1.001 |   -0.7285 |
+#> |.....................|   -0.7601 |   -0.7489 |...........|...........|
+#> |    U|     2737.7532 |     42.37 |    -5.327 |   -0.9413 |   -0.1122 |
+#> |.....................|     2.298 |     1.660 |   0.03336 |     1.176 |
+#> |.....................|   0.03038 |    0.7545 |    0.7645 |     1.383 |
+#> |.....................|     1.185 |     1.201 |...........|...........|
+#> |    X|     2737.7532 |     42.37 |  0.004861 |    0.2806 |    0.8939 |
+#> |.....................|     9.957 |     1.660 |   0.03336 |     1.176 |
+#> |.....................|   0.03038 |    0.7545 |    0.7645 |     1.383 |
+#> |.....................|     1.185 |     1.201 |...........|...........|
+#> |    3|     513.07755 |    0.9456 |    -1.003 |   -0.9114 |   -0.8946 |
+#> |.....................|   -0.8455 |   -0.7911 |   -0.8692 |   -0.8718 |
+#> |.....................|   -0.8890 |   -0.8774 |   -0.8871 |   -0.8536 |
+#> |.....................|   -0.8594 |   -0.8582 |...........|...........|
+#> |    U|     513.07755 |     87.94 |    -5.303 |   -0.9401 |   -0.1102 |
+#> |.....................|     2.300 |     1.246 |   0.03034 |     1.198 |
+#> |.....................|   0.03004 |    0.7593 |    0.8646 |     1.231 |
+#> |.....................|     1.079 |     1.084 |...........|...........|
+#> |    X|     513.07755 |     87.94 |  0.004978 |    0.2809 |    0.8956 |
+#> |.....................|     9.972 |     1.246 |   0.03034 |     1.198 |
+#> |.....................|   0.03004 |    0.7593 |    0.8646 |     1.231 |
+#> |.....................|     1.079 |     1.084 |...........|...........|
+#> |    4|     499.28604 |    0.9888 |    -1.001 |   -0.9113 |   -0.8945 |
+#> |.....................|   -0.8454 |   -0.8520 |   -0.8870 |   -0.8686 |
+#> |.....................|   -0.8910 |   -0.8769 |   -0.8770 |   -0.8646 |
+#> |.....................|   -0.8682 |   -0.8679 |...........|...........|
+#> |    U|     499.28604 |     91.96 |    -5.301 |   -0.9400 |   -0.1100 |
+#> |.....................|     2.300 |     1.209 |   0.03007 |     1.200 |
+#> |.....................|   0.03001 |    0.7597 |    0.8735 |     1.218 |
 #> |.....................|     1.070 |     1.074 |...........|...........|
-#> |    X|     503.94655 |     92.10 |  0.004973 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.166 |   0.03011 |     1.160 |
-#> |.....................|   0.03006 |    0.7577 |    0.8722 |     1.215 |
+#> |    X|     499.28604 |     91.96 |  0.004989 |    0.2809 |    0.8958 |
+#> |.....................|     9.974 |     1.209 |   0.03007 |     1.200 |
+#> |.....................|   0.03001 |    0.7597 |    0.8735 |     1.218 |
 #> |.....................|     1.070 |     1.074 |...........|...........|
-#> |    F| Forward Diff. |    -83.20 |     2.270 |   -0.2572 |    0.1460 |
-#> |.....................|   -0.3233 |    -71.29 |    -24.25 |    0.7297 |
-#> |.....................|    -2.130 |     1.329 |     9.332 |    -11.82 |
-#> |.....................|    -9.604 |    -10.42 |...........|...........|
-#> |    5|     503.03407 |     1.000 |    -1.001 |   -0.9114 |   -0.8944 |
-#> |.....................|   -0.8456 |   -0.8473 |   -0.8847 |   -0.8688 |
-#> |.....................|   -0.8909 |   -0.8772 |   -0.8776 |   -0.8642 |
-#> |.....................|   -0.8676 |   -0.8673 |...........|...........|
-#> |    U|     503.03407 |     93.15 |    -5.304 |   -0.9442 |   -0.1066 |
-#> |.....................|     2.291 |     1.172 |   0.03016 |     1.159 |
-#> |.....................|   0.03007 |    0.7575 |    0.8710 |     1.217 |
-#> |.....................|     1.072 |     1.075 |...........|...........|
-#> |    X|     503.03407 |     93.15 |  0.004971 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.172 |   0.03016 |     1.159 |
-#> |.....................|   0.03007 |    0.7575 |    0.8710 |     1.217 |
-#> |.....................|     1.072 |     1.075 |...........|...........|
-#> |    F| Forward Diff. |     79.23 |     2.386 |   0.06830 |    0.2424 |
-#> |.....................|   0.02121 |    -70.84 |    -22.28 |   -0.5289 |
-#> |.....................|    -2.713 |     1.149 |     11.82 |    -11.86 |
-#> |.....................|    -9.567 |    -10.47 |...........|...........|
-#> |    6|     502.12413 |    0.9895 |    -1.001 |   -0.9114 |   -0.8945 |
-#> |.....................|   -0.8456 |   -0.8365 |   -0.8812 |   -0.8687 |
-#> |.....................|   -0.8905 |   -0.8774 |   -0.8794 |   -0.8624 |
-#> |.....................|   -0.8662 |   -0.8657 |...........|...........|
-#> |    U|     502.12413 |     92.14 |    -5.304 |   -0.9442 |   -0.1066 |
-#> |.....................|     2.291 |     1.178 |   0.03021 |     1.160 |
-#> |.....................|   0.03007 |    0.7574 |    0.8695 |     1.220 |
-#> |.....................|     1.073 |     1.077 |...........|...........|
-#> |    X|     502.12413 |     92.14 |  0.004969 |    0.2801 |    0.8989 |
-#> |.....................|     9.884 |     1.178 |   0.03021 |     1.160 |
-#> |.....................|   0.03007 |    0.7574 |    0.8695 |     1.220 |
-#> |.....................|     1.073 |     1.077 |...........|...........|
-#> |    F| Forward Diff. |    -77.28 |     2.252 |   -0.2503 |    0.1427 |
-#> |.....................|   -0.3238 |    -69.21 |    -23.25 |    0.3943 |
-#> |.....................|    -2.493 |     1.092 |     10.79 |    -11.67 |
-#> |.....................|    -9.485 |    -10.25 |...........|...........|
-#> |    7|     501.24651 |     1.000 |    -1.001 |   -0.9114 |   -0.8945 |
-#> |.....................|   -0.8456 |   -0.8257 |   -0.8776 |   -0.8688 |
-#> |.....................|   -0.8901 |   -0.8775 |   -0.8811 |   -0.8606 |
-#> |.....................|   -0.8647 |   -0.8641 |...........|...........|
-#> |    U|     501.24651 |     93.15 |    -5.305 |   -0.9441 |   -0.1067 |
-#> |.....................|     2.291 |     1.184 |   0.03026 |     1.160 |
-#> |.....................|   0.03008 |    0.7573 |    0.8680 |     1.222 |
+#> |    F| Forward Diff. |    -111.5 |     2.236 |   -0.2057 |    0.1035 |
+#> |.....................|   -0.1971 |    -66.17 |    -21.17 |     4.107 |
+#> |.....................|    -1.586 |     1.583 |     8.991 |    -11.70 |
+#> |.....................|    -9.625 |    -10.49 |...........|...........|
+#> |    5|     497.76004 |     1.001 |    -1.001 |   -0.9113 |   -0.8945 |
+#> |.....................|   -0.8454 |   -0.8366 |   -0.8822 |   -0.8695 |
+#> |.....................|   -0.8906 |   -0.8771 |   -0.8792 |   -0.8619 |
+#> |.....................|   -0.8660 |   -0.8654 |...........|...........|
+#> |    U|     497.76004 |     93.05 |    -5.301 |   -0.9400 |   -0.1101 |
+#> |.....................|     2.300 |     1.219 |   0.03014 |     1.199 |
+#> |.....................|   0.03001 |    0.7595 |    0.8715 |     1.221 |
+#> |.....................|     1.072 |     1.076 |...........|...........|
+#> |    X|     497.76004 |     93.05 |  0.004986 |    0.2809 |    0.8958 |
+#> |.....................|     9.974 |     1.219 |   0.03014 |     1.199 |
+#> |.....................|   0.03001 |    0.7595 |    0.8715 |     1.221 |
+#> |.....................|     1.072 |     1.076 |...........|...........|
+#> |    F| Forward Diff. |     56.91 |     2.356 |    0.1468 |    0.2109 |
+#> |.....................|    0.1761 |    -64.61 |    -18.67 |     3.291 |
+#> |.....................|    -1.680 |     1.108 |     8.338 |    -11.70 |
+#> |.....................|    -9.518 |    -10.47 |...........|...........|
+#> |    6|     496.73820 |    0.9899 |    -1.002 |   -0.9113 |   -0.8945 |
+#> |.....................|   -0.8454 |   -0.8205 |   -0.8775 |   -0.8703 |
+#> |.....................|   -0.8902 |   -0.8774 |   -0.8813 |   -0.8590 |
+#> |.....................|   -0.8636 |   -0.8628 |...........|...........|
+#> |    U|      496.7382 |     92.06 |    -5.302 |   -0.9400 |   -0.1101 |
+#> |.....................|     2.300 |     1.228 |   0.03021 |     1.198 |
+#> |.....................|   0.03002 |    0.7593 |    0.8696 |     1.225 |
 #> |.....................|     1.075 |     1.079 |...........|...........|
-#> |    X|     501.24651 |     93.15 |  0.004968 |    0.2801 |    0.8988 |
-#> |.....................|     9.885 |     1.184 |   0.03026 |     1.160 |
-#> |.....................|   0.03008 |    0.7573 |    0.8680 |     1.222 |
+#> |    X|      496.7382 |     92.06 |  0.004983 |    0.2809 |    0.8957 |
+#> |.....................|     9.974 |     1.228 |   0.03021 |     1.198 |
+#> |.....................|   0.03002 |    0.7593 |    0.8696 |     1.225 |
 #> |.....................|     1.075 |     1.079 |...........|...........|
-#> |    F| Forward Diff. |     78.96 |     2.363 |   0.07229 |    0.2390 |
-#> |.....................|   0.02239 |    -67.81 |    -20.97 |    0.1381 |
-#> |.....................|    -2.125 |     1.379 |     9.797 |    -11.70 |
-#> |.....................|    -9.438 |    -10.29 |...........|...........|
-#> |    8|     500.35160 |    0.9896 |    -1.002 |   -0.9114 |   -0.8945 |
-#> |.....................|   -0.8456 |   -0.8148 |   -0.8742 |   -0.8688 |
-#> |.....................|   -0.8898 |   -0.8778 |   -0.8827 |   -0.8587 |
-#> |.....................|   -0.8632 |   -0.8625 |...........|...........|
-#> |    U|      500.3516 |     92.15 |    -5.305 |   -0.9441 |   -0.1067 |
-#> |.....................|     2.291 |     1.191 |   0.03032 |     1.159 |
-#> |.....................|   0.03008 |    0.7571 |    0.8666 |     1.224 |
-#> |.....................|     1.077 |     1.081 |...........|...........|
-#> |    X|      500.3516 |     92.15 |  0.004966 |    0.2801 |    0.8988 |
-#> |.....................|     9.885 |     1.191 |   0.03032 |     1.159 |
-#> |.....................|   0.03008 |    0.7571 |    0.8666 |     1.224 |
-#> |.....................|     1.077 |     1.081 |...........|...........|
-#> |    F| Forward Diff. |    -75.23 |     2.232 |   -0.2459 |    0.1501 |
-#> |.....................|   -0.3253 |    -66.87 |    -22.19 |    0.4436 |
-#> |.....................|    -2.150 |    0.9434 |     9.182 |    -11.49 |
-#> |.....................|    -9.350 |    -10.07 |...........|...........|
-#> |    9|     499.45361 |     1.000 |    -1.002 |   -0.9113 |   -0.8946 |
-#> |.....................|   -0.8455 |   -0.8036 |   -0.8705 |   -0.8689 |
-#> |.....................|   -0.8894 |   -0.8779 |   -0.8842 |   -0.8568 |
-#> |.....................|   -0.8616 |   -0.8608 |...........|...........|
-#> |    U|     499.45361 |     93.12 |    -5.306 |   -0.9441 |   -0.1067 |
-#> |.....................|     2.291 |     1.197 |   0.03037 |     1.159 |
-#> |.....................|   0.03009 |    0.7570 |    0.8653 |     1.226 |
-#> |.....................|     1.078 |     1.082 |...........|...........|
-#> |    X|     499.45361 |     93.12 |  0.004964 |    0.2801 |    0.8988 |
-#> |.....................|     9.885 |     1.197 |   0.03037 |     1.159 |
-#> |.....................|   0.03009 |    0.7570 |    0.8653 |     1.226 |
-#> |.....................|     1.078 |     1.082 |...........|...........|
-#> |    F| Forward Diff. |     73.21 |     2.337 |   0.06584 |    0.2472 |
-#> |.....................|  0.008903 |    -65.96 |    -20.21 |   -0.3457 |
-#> |.....................|    -2.677 |     1.048 |     11.29 |    -11.53 |
-#> |.....................|    -9.311 |    -10.11 |...........|...........|
-#> |   10|     498.59105 |    0.9896 |    -1.003 |   -0.9113 |   -0.8946 |
-#> |.....................|   -0.8455 |   -0.7924 |   -0.8671 |   -0.8688 |
-#> |.....................|   -0.8890 |   -0.8781 |   -0.8861 |   -0.8548 |
-#> |.....................|   -0.8600 |   -0.8591 |...........|...........|
-#> |    U|     498.59105 |     92.15 |    -5.306 |   -0.9441 |   -0.1068 |
-#> |.....................|     2.291 |     1.204 |   0.03042 |     1.159 |
-#> |.....................|   0.03009 |    0.7568 |    0.8636 |     1.229 |
-#> |.....................|     1.080 |     1.084 |...........|...........|
-#> |    X|     498.59105 |     92.15 |  0.004962 |    0.2801 |    0.8987 |
-#> |.....................|     9.885 |     1.204 |   0.03042 |     1.159 |
-#> |.....................|   0.03009 |    0.7568 |    0.8636 |     1.229 |
-#> |.....................|     1.080 |     1.084 |...........|...........|
-#> |    F| Forward Diff. |    -74.43 |     2.211 |   -0.2431 |    0.1502 |
-#> |.....................|   -0.3305 |    -64.40 |    -21.08 |    0.5329 |
-#> |.....................|    -2.487 |    0.9319 |     8.926 |    -11.33 |
-#> |.....................|    -9.217 |    -9.888 |...........|...........|
-#> |   11|     497.71590 |     1.000 |    -1.003 |   -0.9113 |   -0.8946 |
-#> |.....................|   -0.8455 |   -0.7811 |   -0.8634 |   -0.8689 |
-#> |.....................|   -0.8885 |   -0.8783 |   -0.8877 |   -0.8529 |
-#> |.....................|   -0.8584 |   -0.8573 |...........|...........|
-#> |    U|      497.7159 |     93.11 |    -5.306 |   -0.9441 |   -0.1068 |
-#> |.....................|     2.291 |     1.210 |   0.03048 |     1.159 |
-#> |.....................|   0.03010 |    0.7567 |    0.8622 |     1.231 |
-#> |.....................|     1.082 |     1.086 |...........|...........|
-#> |    X|      497.7159 |     93.11 |  0.004960 |    0.2801 |    0.8987 |
-#> |.....................|     9.886 |     1.210 |   0.03048 |     1.159 |
-#> |.....................|   0.03010 |    0.7567 |    0.8622 |     1.231 |
-#> |.....................|     1.082 |     1.086 |...........|...........|
-#> |    F| Forward Diff. |     71.79 |     2.312 |   0.07434 |    0.2557 |
-#> |.....................|  0.006614 |    -63.04 |    -18.95 |    0.3164 |
-#> |.....................|    -2.117 |     1.342 |     9.274 |    -11.35 |
-#> |.....................|    -9.172 |    -9.924 |...........|...........|
-#> |   12|     496.86264 |    0.9898 |    -1.003 |   -0.9113 |   -0.8947 |
-#> |.....................|   -0.8455 |   -0.7696 |   -0.8599 |   -0.8690 |
-#> |.....................|   -0.8881 |   -0.8785 |   -0.8894 |   -0.8508 |
-#> |.....................|   -0.8567 |   -0.8555 |...........|...........|
-#> |    U|     496.86264 |     92.17 |    -5.307 |   -0.9441 |   -0.1068 |
-#> |.....................|     2.291 |     1.217 |   0.03053 |     1.159 |
-#> |.....................|   0.03011 |    0.7565 |    0.8607 |     1.234 |
-#> |.....................|     1.084 |     1.088 |...........|...........|
-#> |    X|     496.86264 |     92.17 |  0.004958 |    0.2801 |    0.8987 |
-#> |.....................|     9.886 |     1.217 |   0.03053 |     1.159 |
-#> |.....................|   0.03011 |    0.7565 |    0.8607 |     1.234 |
-#> |.....................|     1.084 |     1.088 |...........|...........|
-#> |    F| Forward Diff. |    -71.54 |     2.190 |   -0.2371 |    0.1482 |
-#> |.....................|   -0.3369 |    -61.67 |    -19.90 |    0.9419 |
-#> |.....................|    -2.139 |     1.041 |     7.036 |    -11.13 |
-#> |.....................|    -9.064 |    -9.692 |...........|...........|
-#> |   13|     495.99097 |    0.9997 |    -1.004 |   -0.9113 |   -0.8947 |
-#> |.....................|   -0.8454 |   -0.7580 |   -0.8562 |   -0.8692 |
-#> |.....................|   -0.8877 |   -0.8787 |   -0.8907 |   -0.8487 |
-#> |.....................|   -0.8550 |   -0.8537 |...........|...........|
-#> |    U|     495.99097 |     93.09 |    -5.307 |   -0.9441 |   -0.1069 |
-#> |.....................|     2.291 |     1.224 |   0.03059 |     1.159 |
-#> |.....................|   0.03011 |    0.7564 |    0.8596 |     1.236 |
-#> |.....................|     1.085 |     1.090 |...........|...........|
-#> |    X|     495.99097 |     93.09 |  0.004956 |    0.2801 |    0.8987 |
-#> |.....................|     9.886 |     1.224 |   0.03059 |     1.159 |
-#> |.....................|   0.03011 |    0.7564 |    0.8596 |     1.236 |
-#> |.....................|     1.085 |     1.090 |...........|...........|
-#> |    F| Forward Diff. |     67.48 |     2.282 |   0.05510 |    0.2442 |
-#> |.....................|  -0.01700 |    -60.62 |    -17.93 |    0.4372 |
-#> |.....................|    -2.100 |     1.212 |     9.042 |    -11.17 |
-#> |.....................|    -9.025 |    -9.723 |...........|...........|
-#> |   14|     495.15472 |    0.9899 |    -1.004 |   -0.9113 |   -0.8948 |
-#> |.....................|   -0.8454 |   -0.7463 |   -0.8527 |   -0.8693 |
-#> |.....................|   -0.8873 |   -0.8789 |   -0.8924 |   -0.8465 |
-#> |.....................|   -0.8533 |   -0.8518 |...........|...........|
-#> |    U|     495.15472 |     92.18 |    -5.308 |   -0.9441 |   -0.1069 |
-#> |.....................|     2.291 |     1.231 |   0.03064 |     1.159 |
-#> |.....................|   0.03012 |    0.7562 |    0.8581 |     1.239 |
-#> |.....................|     1.087 |     1.092 |...........|...........|
-#> |    X|     495.15472 |     92.18 |  0.004954 |    0.2801 |    0.8986 |
-#> |.....................|     9.886 |     1.231 |   0.03064 |     1.159 |
-#> |.....................|   0.03012 |    0.7562 |    0.8581 |     1.239 |
-#> |.....................|     1.087 |     1.092 |...........|...........|
-#> |    F| Forward Diff. |    -68.93 |     2.171 |   -0.2257 |    0.1488 |
-#> |.....................|   -0.3348 |    -59.34 |    -18.81 |     1.070 |
-#> |.....................|    -2.082 |     1.016 |     8.208 |    -10.96 |
-#> |.....................|    -8.930 |    -9.498 |...........|...........|
-#> |   15|     494.30065 |    0.9995 |    -1.005 |   -0.9112 |   -0.8948 |
-#> |.....................|   -0.8453 |   -0.7344 |   -0.8490 |   -0.8695 |
-#> |.....................|   -0.8869 |   -0.8792 |   -0.8941 |   -0.8443 |
-#> |.....................|   -0.8515 |   -0.8499 |...........|...........|
-#> |    U|     494.30065 |     93.07 |    -5.308 |   -0.9440 |   -0.1069 |
-#> |.....................|     2.291 |     1.237 |   0.03069 |     1.159 |
-#> |.....................|   0.03013 |    0.7561 |    0.8567 |     1.242 |
-#> |.....................|     1.089 |     1.094 |...........|...........|
-#> |    X|     494.30065 |     93.07 |  0.004951 |    0.2801 |    0.8986 |
-#> |.....................|     9.887 |     1.237 |   0.03069 |     1.159 |
-#> |.....................|   0.03013 |    0.7561 |    0.8567 |     1.242 |
-#> |.....................|     1.089 |     1.094 |...........|...........|
-#> |    F| Forward Diff. |     65.20 |     2.260 |   0.06851 |    0.2416 |
-#> |.....................|  -0.02143 |    -58.42 |    -17.03 |    0.3665 |
-#> |.....................|    -2.202 |     1.112 |     7.377 |    -10.96 |
-#> |.....................|    -8.866 |    -9.510 |...........|...........|
-#> |   16|     493.48608 |    0.9901 |    -1.005 |   -0.9112 |   -0.8948 |
-#> |.....................|   -0.8453 |   -0.7225 |   -0.8455 |   -0.8696 |
-#> |.....................|   -0.8865 |   -0.8794 |   -0.8956 |   -0.8421 |
-#> |.....................|   -0.8496 |   -0.8479 |...........|...........|
-#> |    U|     493.48608 |     92.19 |    -5.309 |   -0.9440 |   -0.1070 |
-#> |.....................|     2.291 |     1.244 |   0.03075 |     1.159 |
-#> |.....................|   0.03013 |    0.7559 |    0.8553 |     1.244 |
-#> |.....................|     1.091 |     1.096 |...........|...........|
-#> |    X|     493.48608 |     92.19 |  0.004949 |    0.2801 |    0.8985 |
-#> |.....................|     9.887 |     1.244 |   0.03075 |     1.159 |
-#> |.....................|   0.03013 |    0.7559 |    0.8553 |     1.244 |
-#> |.....................|     1.091 |     1.096 |...........|...........|
-#> |    F| Forward Diff. |    -66.94 |     2.152 |   -0.2367 |    0.1452 |
-#> |.....................|   -0.3412 |    -57.13 |    -17.84 |     1.057 |
-#> |.....................|    -2.129 |    0.9540 |     6.557 |    -10.77 |
-#> |.....................|    -8.770 |    -9.285 |...........|...........|
-#> |   17|     492.64670 |    0.9993 |    -1.006 |   -0.9112 |   -0.8949 |
-#> |.....................|   -0.8453 |   -0.7105 |   -0.8419 |   -0.8698 |
-#> |.....................|   -0.8860 |   -0.8796 |   -0.8969 |   -0.8398 |
-#> |.....................|   -0.8478 |   -0.8460 |...........|...........|
-#> |    U|      492.6467 |     93.06 |    -5.309 |   -0.9440 |   -0.1070 |
-#> |.....................|     2.291 |     1.251 |   0.03080 |     1.159 |
-#> |.....................|   0.03014 |    0.7557 |    0.8542 |     1.247 |
-#> |.....................|     1.093 |     1.098 |...........|...........|
-#> |    X|      492.6467 |     93.06 |  0.004947 |    0.2801 |    0.8985 |
-#> |.....................|     9.888 |     1.251 |   0.03080 |     1.159 |
-#> |.....................|   0.03014 |    0.7557 |    0.8542 |     1.247 |
-#> |.....................|     1.093 |     1.098 |...........|...........|
-#> |    F| Forward Diff. |     62.51 |     2.244 |   0.07930 |    0.2506 |
-#> |.....................|  -0.02305 |    -56.21 |    -16.10 |    0.4420 |
-#> |.....................|    -2.202 |     1.071 |     7.160 |    -10.75 |
-#> |.....................|    -8.705 |    -9.292 |...........|...........|
-#> |   18|     491.85024 |    0.9902 |    -1.006 |   -0.9112 |   -0.8949 |
-#> |.....................|   -0.8453 |   -0.6983 |   -0.8384 |   -0.8699 |
-#> |.....................|   -0.8855 |   -0.8798 |   -0.8984 |   -0.8374 |
-#> |.....................|   -0.8459 |   -0.8439 |...........|...........|
-#> |    U|     491.85024 |     92.21 |    -5.310 |   -0.9440 |   -0.1071 |
-#> |.....................|     2.291 |     1.258 |   0.03085 |     1.159 |
-#> |.....................|   0.03015 |    0.7556 |    0.8529 |     1.250 |
-#> |.....................|     1.095 |     1.100 |...........|...........|
-#> |    X|     491.85024 |     92.21 |  0.004944 |    0.2801 |    0.8985 |
-#> |.....................|     9.888 |     1.258 |   0.03085 |     1.159 |
-#> |.....................|   0.03015 |    0.7556 |    0.8529 |     1.250 |
-#> |.....................|     1.095 |     1.100 |...........|...........|
-#> |    F| Forward Diff. |    -64.39 |     2.132 |   -0.2231 |    0.1507 |
-#> |.....................|   -0.3455 |    -54.91 |    -16.84 |     1.107 |
-#> |.....................|    -2.130 |    0.9153 |     6.361 |    -10.56 |
-#> |.....................|    -8.604 |    -9.065 |...........|...........|
-#> |   19|     491.03181 |    0.9992 |    -1.007 |   -0.9112 |   -0.8950 |
-#> |.....................|   -0.8452 |   -0.6860 |   -0.8347 |   -0.8702 |
-#> |.....................|   -0.8850 |   -0.8800 |   -0.8997 |   -0.8350 |
-#> |.....................|   -0.8439 |   -0.8419 |...........|...........|
-#> |    U|     491.03181 |     93.04 |    -5.310 |   -0.9440 |   -0.1071 |
-#> |.....................|     2.291 |     1.265 |   0.03091 |     1.159 |
-#> |.....................|   0.03015 |    0.7554 |    0.8517 |     1.253 |
+#> |    F| Forward Diff. |    -94.52 |     2.222 |   -0.1721 |    0.1131 |
+#> |.....................|   -0.1712 |    -62.76 |    -19.55 |     3.974 |
+#> |.....................|    -1.718 |     1.304 |     7.360 |    -11.47 |
+#> |.....................|    -9.402 |    -10.21 |...........|...........|
+#> |    7|     495.33979 |     1.001 |    -1.002 |   -0.9113 |   -0.8946 |
+#> |.....................|   -0.8454 |   -0.8044 |   -0.8726 |   -0.8713 |
+#> |.....................|   -0.8897 |   -0.8777 |   -0.8834 |   -0.8560 |
+#> |.....................|   -0.8612 |   -0.8602 |...........|...........|
+#> |    U|     495.33979 |     93.05 |    -5.302 |   -0.9400 |   -0.1102 |
+#> |.....................|     2.300 |     1.238 |   0.03028 |     1.198 |
+#> |.....................|   0.03003 |    0.7591 |    0.8679 |     1.228 |
+#> |.....................|     1.077 |     1.082 |...........|...........|
+#> |    X|     495.33979 |     93.05 |  0.004981 |    0.2809 |    0.8957 |
+#> |.....................|     9.974 |     1.238 |   0.03028 |     1.198 |
+#> |.....................|   0.03003 |    0.7591 |    0.8679 |     1.228 |
+#> |.....................|     1.077 |     1.082 |...........|...........|
+#> |    F| Forward Diff. |     56.11 |     2.327 |    0.1520 |    0.2091 |
+#> |.....................|    0.1742 |    -61.13 |    -17.23 |     3.435 |
+#> |.....................|    -1.620 |     1.132 |     9.399 |    -11.44 |
+#> |.....................|    -9.328 |    -10.19 |...........|...........|
+#> |    8|     494.31617 |    0.9904 |    -1.003 |   -0.9113 |   -0.8946 |
+#> |.....................|   -0.8455 |   -0.7881 |   -0.8680 |   -0.8722 |
+#> |.....................|   -0.8893 |   -0.8780 |   -0.8859 |   -0.8530 |
+#> |.....................|   -0.8587 |   -0.8575 |...........|...........|
+#> |    U|     494.31617 |     92.11 |    -5.303 |   -0.9400 |   -0.1102 |
+#> |.....................|     2.300 |     1.248 |   0.03035 |     1.197 |
+#> |.....................|   0.03003 |    0.7589 |    0.8657 |     1.232 |
+#> |.....................|     1.080 |     1.085 |...........|...........|
+#> |    X|     494.31617 |     92.11 |  0.004977 |    0.2809 |    0.8956 |
+#> |.....................|     9.973 |     1.248 |   0.03035 |     1.197 |
+#> |.....................|   0.03003 |    0.7589 |    0.8657 |     1.232 |
+#> |.....................|     1.080 |     1.085 |...........|...........|
+#> |    F| Forward Diff. |    -86.81 |     2.198 |   -0.1566 |    0.1238 |
+#> |.....................|   -0.1638 |    -59.37 |    -18.02 |     4.057 |
+#> |.....................|    -1.591 |     1.325 |     8.479 |    -11.19 |
+#> |.....................|    -9.201 |    -9.937 |...........|...........|
+#> |    9|     493.00423 |     1.001 |    -1.003 |   -0.9113 |   -0.8947 |
+#> |.....................|   -0.8454 |   -0.7718 |   -0.8631 |   -0.8732 |
+#> |.....................|   -0.8888 |   -0.8783 |   -0.8883 |   -0.8499 |
+#> |.....................|   -0.8562 |   -0.8548 |...........|...........|
+#> |    U|     493.00423 |     93.05 |    -5.303 |   -0.9400 |   -0.1103 |
+#> |.....................|     2.300 |     1.258 |   0.03043 |     1.197 |
+#> |.....................|   0.03004 |    0.7586 |    0.8635 |     1.236 |
+#> |.....................|     1.083 |     1.088 |...........|...........|
+#> |    X|     493.00423 |     93.05 |  0.004974 |    0.2809 |    0.8956 |
+#> |.....................|     9.974 |     1.258 |   0.03043 |     1.197 |
+#> |.....................|   0.03004 |    0.7586 |    0.8635 |     1.236 |
+#> |.....................|     1.083 |     1.088 |...........|...........|
+#> |    F| Forward Diff. |     54.84 |     2.286 |    0.1404 |    0.2142 |
+#> |.....................|    0.1628 |    -57.96 |    -15.94 |     3.372 |
+#> |.....................|    -1.642 |     1.184 |     9.036 |    -11.17 |
+#> |.....................|    -9.110 |    -9.901 |...........|...........|
+#> |   10|     491.99601 |    0.9908 |    -1.004 |   -0.9114 |   -0.8947 |
+#> |.....................|   -0.8455 |   -0.7552 |   -0.8585 |   -0.8742 |
+#> |.....................|   -0.8884 |   -0.8786 |   -0.8910 |   -0.8467 |
+#> |.....................|   -0.8536 |   -0.8520 |...........|...........|
+#> |    U|     491.99601 |     92.15 |    -5.304 |   -0.9401 |   -0.1103 |
+#> |.....................|     2.300 |     1.268 |   0.03050 |     1.196 |
+#> |.....................|   0.03005 |    0.7584 |    0.8612 |     1.239 |
+#> |.....................|     1.085 |     1.091 |...........|...........|
+#> |    X|     491.99601 |     92.15 |  0.004971 |    0.2809 |    0.8956 |
+#> |.....................|     9.973 |     1.268 |   0.03050 |     1.196 |
+#> |.....................|   0.03005 |    0.7584 |    0.8612 |     1.239 |
+#> |.....................|     1.085 |     1.091 |...........|...........|
+#> |    F| Forward Diff. |    -80.67 |     2.171 |   -0.1367 |    0.1256 |
+#> |.....................|   -0.1610 |    -56.13 |    -16.61 |     4.047 |
+#> |.....................|    -1.607 |     1.226 |     8.142 |    -10.92 |
+#> |.....................|    -8.982 |    -9.644 |...........|...........|
+#> |   11|     490.76421 |     1.000 |    -1.005 |   -0.9113 |   -0.8948 |
+#> |.....................|   -0.8455 |   -0.7388 |   -0.8538 |   -0.8754 |
+#> |.....................|   -0.8879 |   -0.8790 |   -0.8935 |   -0.8435 |
+#> |.....................|   -0.8510 |   -0.8492 |...........|...........|
+#> |    U|     490.76421 |     93.04 |    -5.305 |   -0.9401 |   -0.1104 |
+#> |.....................|     2.300 |     1.277 |   0.03057 |     1.195 |
+#> |.....................|   0.03006 |    0.7581 |    0.8590 |     1.243 |
+#> |.....................|     1.088 |     1.094 |...........|...........|
+#> |    X|     490.76421 |     93.04 |  0.004968 |    0.2809 |    0.8955 |
+#> |.....................|     9.973 |     1.277 |   0.03057 |     1.195 |
+#> |.....................|   0.03006 |    0.7581 |    0.8590 |     1.243 |
+#> |.....................|     1.088 |     1.094 |...........|...........|
+#> |    F| Forward Diff. |     54.34 |     2.256 |    0.1715 |    0.2224 |
+#> |.....................|    0.1653 |    -54.87 |    -14.72 |     3.299 |
+#> |.....................|    -1.777 |     1.023 |     8.651 |    -10.90 |
+#> |.....................|    -8.887 |    -9.594 |...........|...........|
+#> |   12|     489.76286 |    0.9913 |    -1.005 |   -0.9114 |   -0.8948 |
+#> |.....................|   -0.8455 |   -0.7220 |   -0.8492 |   -0.8764 |
+#> |.....................|   -0.8873 |   -0.8793 |   -0.8962 |   -0.8402 |
+#> |.....................|   -0.8483 |   -0.8462 |...........|...........|
+#> |    U|     489.76286 |     92.19 |    -5.305 |   -0.9401 |   -0.1104 |
+#> |.....................|     2.300 |     1.287 |   0.03063 |     1.195 |
+#> |.....................|   0.03006 |    0.7579 |    0.8566 |     1.247 |
+#> |.....................|     1.091 |     1.097 |...........|...........|
+#> |    X|     489.76286 |     92.19 |  0.004965 |    0.2809 |    0.8955 |
+#> |.....................|     9.973 |     1.287 |   0.03063 |     1.195 |
+#> |.....................|   0.03006 |    0.7579 |    0.8566 |     1.247 |
+#> |.....................|     1.091 |     1.097 |...........|...........|
+#> |    F| Forward Diff. |    -73.18 |     2.145 |   -0.1190 |    0.1261 |
+#> |.....................|   -0.1580 |    -53.08 |    -15.27 |     4.015 |
+#> |.....................|    -1.639 |     1.110 |     7.813 |    -10.65 |
+#> |.....................|    -8.743 |    -9.338 |...........|...........|
+#> |   13|     488.61493 |     1.000 |    -1.006 |   -0.9114 |   -0.8949 |
+#> |.....................|   -0.8455 |   -0.7053 |   -0.8446 |   -0.8776 |
+#> |.....................|   -0.8867 |   -0.8796 |   -0.8989 |   -0.8368 |
+#> |.....................|   -0.8455 |   -0.8433 |...........|...........|
+#> |    U|     488.61493 |     93.04 |    -5.306 |   -0.9401 |   -0.1105 |
+#> |.....................|     2.300 |     1.297 |   0.03070 |     1.194 |
+#> |.....................|   0.03007 |    0.7577 |    0.8543 |     1.252 |
+#> |.....................|     1.094 |     1.100 |...........|...........|
+#> |    X|     488.61493 |     93.04 |  0.004961 |    0.2809 |    0.8954 |
+#> |.....................|     9.973 |     1.297 |   0.03070 |     1.194 |
+#> |.....................|   0.03007 |    0.7577 |    0.8543 |     1.252 |
+#> |.....................|     1.094 |     1.100 |...........|...........|
+#> |    F| Forward Diff. |     54.41 |     2.230 |    0.1889 |    0.2376 |
+#> |.....................|    0.1637 |    -52.01 |    -13.54 |     3.223 |
+#> |.....................|    -1.937 |    0.8847 |     10.07 |    -10.59 |
+#> |.....................|    -8.650 |    -9.282 |...........|...........|
+#> |   14|     487.61806 |    0.9919 |    -1.007 |   -0.9114 |   -0.8949 |
+#> |.....................|   -0.8455 |   -0.6884 |   -0.8402 |   -0.8788 |
+#> |.....................|   -0.8861 |   -0.8798 |   -0.9022 |   -0.8333 |
+#> |.....................|   -0.8427 |   -0.8402 |...........|...........|
+#> |    U|     487.61806 |     92.24 |    -5.307 |   -0.9401 |   -0.1105 |
+#> |.....................|     2.300 |     1.308 |   0.03077 |     1.193 |
+#> |.....................|   0.03008 |    0.7575 |    0.8514 |     1.256 |
 #> |.....................|     1.097 |     1.103 |...........|...........|
-#> |    X|     491.03181 |     93.04 |  0.004942 |    0.2801 |    0.8984 |
-#> |.....................|     9.888 |     1.265 |   0.03091 |     1.159 |
-#> |.....................|   0.03015 |    0.7554 |    0.8517 |     1.253 |
+#> |    X|     487.61806 |     92.24 |  0.004958 |    0.2809 |    0.8953 |
+#> |.....................|     9.973 |     1.308 |   0.03077 |     1.193 |
+#> |.....................|   0.03008 |    0.7575 |    0.8514 |     1.256 |
 #> |.....................|     1.097 |     1.103 |...........|...........|
-#> |    F| Forward Diff. |     59.97 |     2.217 |   0.06954 |    0.2512 |
-#> |.....................|  -0.03854 |    -54.10 |    -15.21 |    0.3955 |
-#> |.....................|    -2.336 |     1.047 |     8.162 |    -10.81 |
-#> |.....................|    -8.706 |    -9.233 |...........|...........|
-#> |   20|     490.24998 |    0.9904 |    -1.007 |   -0.9112 |   -0.8950 |
-#> |.....................|   -0.8452 |   -0.6737 |   -0.8313 |   -0.8703 |
-#> |.....................|   -0.8845 |   -0.8803 |   -0.9015 |   -0.8325 |
-#> |.....................|   -0.8419 |   -0.8397 |...........|...........|
-#> |    U|     490.24998 |     92.22 |    -5.311 |   -0.9440 |   -0.1072 |
-#> |.....................|     2.291 |     1.273 |   0.03096 |     1.159 |
-#> |.....................|   0.03016 |    0.7552 |    0.8502 |     1.256 |
-#> |.....................|     1.099 |     1.105 |...........|...........|
-#> |    X|     490.24998 |     92.22 |  0.004939 |    0.2801 |    0.8984 |
-#> |.....................|     9.889 |     1.273 |   0.03096 |     1.159 |
-#> |.....................|   0.03016 |    0.7552 |    0.8502 |     1.256 |
-#> |.....................|     1.099 |     1.105 |...........|...........|
-#> |    F| Forward Diff. |    -61.40 |     2.114 |   -0.2172 |    0.1580 |
-#> |.....................|   -0.3477 |    -53.15 |    -16.02 |    0.7982 |
-#> |.....................|    -2.483 |    0.7215 |     9.240 |    -10.34 |
-#> |.....................|    -8.435 |    -8.843 |...........|...........|
-#> |   21|     489.45580 |    0.9991 |    -1.008 |   -0.9111 |   -0.8951 |
-#> |.....................|   -0.8451 |   -0.6614 |   -0.8278 |   -0.8705 |
-#> |.....................|   -0.8839 |   -0.8804 |   -0.9038 |   -0.8300 |
-#> |.....................|   -0.8398 |   -0.8376 |...........|...........|
-#> |    U|      489.4558 |     93.03 |    -5.311 |   -0.9439 |   -0.1072 |
-#> |.....................|     2.291 |     1.280 |   0.03101 |     1.159 |
-#> |.....................|   0.03017 |    0.7551 |    0.8482 |     1.259 |
-#> |.....................|     1.102 |     1.107 |...........|...........|
-#> |    X|      489.4558 |     93.03 |  0.004937 |    0.2801 |    0.8983 |
-#> |.....................|     9.889 |     1.280 |   0.03101 |     1.159 |
-#> |.....................|   0.03017 |    0.7551 |    0.8482 |     1.259 |
-#> |.....................|     1.102 |     1.107 |...........|...........|
-#> |    F| Forward Diff. |     58.20 |     2.191 |   0.07193 |    0.2543 |
-#> |.....................|  -0.04201 |    -51.69 |    -14.22 |    0.6968 |
-#> |.....................|    -2.088 |     1.024 |     8.024 |    -10.34 |
-#> |.....................|    -8.364 |    -8.845 |...........|...........|
-#> |   22|     488.71859 |    0.9903 |    -1.008 |   -0.9111 |   -0.8951 |
-#> |.....................|   -0.8451 |   -0.6491 |   -0.8245 |   -0.8707 |
-#> |.....................|   -0.8833 |   -0.8807 |   -0.9059 |   -0.8275 |
-#> |.....................|   -0.8378 |   -0.8354 |...........|...........|
-#> |    U|     488.71859 |     92.21 |    -5.312 |   -0.9439 |   -0.1073 |
-#> |.....................|     2.291 |     1.287 |   0.03106 |     1.158 |
-#> |.....................|   0.03018 |    0.7549 |    0.8463 |     1.262 |
+#> |    F| Forward Diff. |    -64.97 |     2.116 |  -0.09941 |    0.1372 |
+#> |.....................|   -0.1475 |    -50.35 |    -14.02 |     3.916 |
+#> |.....................|    -1.790 |    0.8979 |     9.163 |    -10.32 |
+#> |.....................|    -8.505 |    -9.022 |...........|...........|
+#> |   15|     486.55968 |     1.001 |    -1.008 |   -0.9114 |   -0.8950 |
+#> |.....................|   -0.8455 |   -0.6717 |   -0.8358 |   -0.8800 |
+#> |.....................|   -0.8854 |   -0.8801 |   -0.9058 |   -0.8297 |
+#> |.....................|   -0.8398 |   -0.8372 |...........|...........|
+#> |    U|     486.55968 |     93.05 |    -5.308 |   -0.9401 |   -0.1106 |
+#> |.....................|     2.300 |     1.318 |   0.03084 |     1.193 |
+#> |.....................|   0.03009 |    0.7573 |    0.8482 |     1.260 |
+#> |.....................|     1.100 |     1.107 |...........|...........|
+#> |    X|     486.55968 |     93.05 |  0.004954 |    0.2809 |    0.8953 |
+#> |.....................|     9.973 |     1.318 |   0.03084 |     1.193 |
+#> |.....................|   0.03009 |    0.7573 |    0.8482 |     1.260 |
+#> |.....................|     1.100 |     1.107 |...........|...........|
+#> |    F| Forward Diff. |     55.08 |     2.188 |    0.1916 |    0.2341 |
+#> |.....................|    0.1660 |    -48.95 |    -12.27 |     3.347 |
+#> |.....................|    -1.726 |    0.9589 |     6.446 |    -10.30 |
+#> |.....................|    -8.390 |    -8.950 |...........|...........|
+#> |   16|     485.60262 |    0.9920 |    -1.008 |   -0.9115 |   -0.8951 |
+#> |.....................|   -0.8455 |   -0.6547 |   -0.8316 |   -0.8813 |
+#> |.....................|   -0.8847 |   -0.8804 |   -0.9083 |   -0.8260 |
+#> |.....................|   -0.8367 |   -0.8340 |...........|...........|
+#> |    U|     485.60262 |     92.26 |    -5.308 |   -0.9402 |   -0.1107 |
+#> |.....................|     2.300 |     1.328 |   0.03090 |     1.192 |
+#> |.....................|   0.03010 |    0.7571 |    0.8460 |     1.265 |
 #> |.....................|     1.104 |     1.110 |...........|...........|
-#> |    X|     488.71859 |     92.21 |  0.004934 |    0.2801 |    0.8983 |
-#> |.....................|     9.890 |     1.287 |   0.03106 |     1.158 |
-#> |.....................|   0.03018 |    0.7549 |    0.8463 |     1.262 |
+#> |    X|     485.60262 |     92.26 |  0.004950 |    0.2809 |    0.8952 |
+#> |.....................|     9.973 |     1.328 |   0.03090 |     1.192 |
+#> |.....................|   0.03010 |    0.7571 |    0.8460 |     1.265 |
 #> |.....................|     1.104 |     1.110 |...........|...........|
-#> |    F| Forward Diff. |    -62.72 |     2.087 |   -0.2158 |    0.1536 |
-#> |.....................|   -0.3560 |    -50.59 |    -14.96 |     1.289 |
-#> |.....................|    -2.066 |    0.8753 |     7.259 |    -10.12 |
-#> |.....................|    -8.247 |    -8.604 |...........|...........|
-#> |   23|     487.91801 |    0.9987 |    -1.009 |   -0.9111 |   -0.8952 |
-#> |.....................|   -0.8450 |   -0.6366 |   -0.8210 |   -0.8711 |
-#> |.....................|   -0.8828 |   -0.8809 |   -0.9078 |   -0.8248 |
-#> |.....................|   -0.8356 |   -0.8332 |...........|...........|
-#> |    U|     487.91801 |     93.00 |    -5.312 |   -0.9439 |   -0.1073 |
-#> |.....................|     2.292 |     1.294 |   0.03112 |     1.158 |
-#> |.....................|   0.03019 |    0.7547 |    0.8446 |     1.265 |
-#> |.....................|     1.106 |     1.112 |...........|...........|
-#> |    X|     487.91801 |     93.00 |  0.004931 |    0.2801 |    0.8982 |
-#> |.....................|     9.890 |     1.294 |   0.03112 |     1.158 |
-#> |.....................|   0.03019 |    0.7547 |    0.8446 |     1.265 |
-#> |.....................|     1.106 |     1.112 |...........|...........|
-#> |    F| Forward Diff. |     52.73 |     2.162 |   0.07610 |    0.2481 |
-#> |.....................|  -0.05835 |    -50.28 |    -13.63 |    0.1991 |
-#> |.....................|    -2.681 |    0.6961 |     9.479 |    -10.12 |
-#> |.....................|    -8.180 |    -8.607 |...........|...........|
-#> |   24|     487.19380 |    0.9906 |    -1.009 |   -0.9111 |   -0.8952 |
-#> |.....................|   -0.8450 |   -0.6240 |   -0.8177 |   -0.8712 |
-#> |.....................|   -0.8820 |   -0.8811 |   -0.9103 |   -0.8222 |
-#> |.....................|   -0.8335 |   -0.8310 |...........|...........|
-#> |    U|      487.1938 |     92.24 |    -5.313 |   -0.9439 |   -0.1074 |
-#> |.....................|     2.292 |     1.301 |   0.03116 |     1.158 |
-#> |.....................|   0.03020 |    0.7546 |    0.8424 |     1.269 |
-#> |.....................|     1.108 |     1.114 |...........|...........|
-#> |    X|      487.1938 |     92.24 |  0.004929 |    0.2801 |    0.8982 |
-#> |.....................|     9.891 |     1.301 |   0.03116 |     1.158 |
-#> |.....................|   0.03020 |    0.7546 |    0.8424 |     1.269 |
-#> |.....................|     1.108 |     1.114 |...........|...........|
-#> |    F| Forward Diff. |    -58.70 |     2.065 |   -0.2024 |    0.1592 |
-#> |.....................|   -0.3563 |    -48.58 |    -14.05 |     1.280 |
-#> |.....................|    -2.114 |    0.8980 |     5.535 |    -9.882 |
-#> |.....................|    -8.046 |    -8.364 |...........|...........|
-#> |   25|     486.45861 |    0.9990 |    -1.010 |   -0.9111 |   -0.8953 |
-#> |.....................|   -0.8449 |   -0.6115 |   -0.8144 |   -0.8715 |
-#> |.....................|   -0.8813 |   -0.8813 |   -0.9121 |   -0.8195 |
-#> |.....................|   -0.8313 |   -0.8287 |...........|...........|
-#> |    U|     486.45861 |     93.03 |    -5.313 |   -0.9439 |   -0.1074 |
-#> |.....................|     2.292 |     1.309 |   0.03121 |     1.158 |
-#> |.....................|   0.03021 |    0.7545 |    0.8409 |     1.272 |
-#> |.....................|     1.111 |     1.117 |...........|...........|
-#> |    X|     486.45861 |     93.03 |  0.004926 |    0.2801 |    0.8981 |
-#> |.....................|     9.892 |     1.309 |   0.03121 |     1.158 |
-#> |.....................|   0.03021 |    0.7545 |    0.8409 |     1.272 |
-#> |.....................|     1.111 |     1.117 |...........|...........|
-#> |    F| Forward Diff. |     56.64 |     2.141 |   0.09518 |    0.2574 |
-#> |.....................|  -0.04938 |    -48.45 |    -12.81 |    0.1110 |
-#> |.....................|    -2.819 |    0.7463 |     7.804 |    -9.858 |
-#> |.....................|    -7.976 |    -8.366 |...........|...........|
-#> |   26|     485.70463 |    0.9912 |    -1.011 |   -0.9111 |   -0.8954 |
-#> |.....................|   -0.8448 |   -0.5987 |   -0.8113 |   -0.8717 |
-#> |.....................|   -0.8805 |   -0.8815 |   -0.9139 |   -0.8166 |
-#> |.....................|   -0.8290 |   -0.8264 |...........|...........|
-#> |    U|     485.70463 |     92.30 |    -5.314 |   -0.9439 |   -0.1075 |
-#> |.....................|     2.292 |     1.316 |   0.03126 |     1.158 |
-#> |.....................|   0.03022 |    0.7543 |    0.8393 |     1.275 |
-#> |.....................|     1.113 |     1.119 |...........|...........|
-#> |    X|     485.70463 |     92.30 |  0.004923 |    0.2801 |    0.8981 |
-#> |.....................|     9.892 |     1.316 |   0.03126 |     1.158 |
-#> |.....................|   0.03022 |    0.7543 |    0.8393 |     1.275 |
-#> |.....................|     1.113 |     1.119 |...........|...........|
-#> |    F| Forward Diff. |    -49.75 |     2.049 |   -0.1896 |    0.1657 |
-#> |.....................|   -0.3394 |    -47.06 |    -13.27 |    0.8968 |
-#> |.....................|    -2.558 |    0.5259 |     7.006 |    -9.655 |
-#> |.....................|    -7.860 |    -8.128 |...........|...........|
-#> |   27|     485.03383 |    0.9993 |    -1.011 |   -0.9111 |   -0.8954 |
-#> |.....................|   -0.8447 |   -0.5860 |   -0.8081 |   -0.8719 |
-#> |.....................|   -0.8796 |   -0.8816 |   -0.9160 |   -0.8138 |
-#> |.....................|   -0.8267 |   -0.8240 |...........|...........|
-#> |    U|     485.03383 |     93.05 |    -5.315 |   -0.9439 |   -0.1076 |
-#> |.....................|     2.292 |     1.323 |   0.03131 |     1.158 |
-#> |.....................|   0.03024 |    0.7542 |    0.8375 |     1.279 |
-#> |.....................|     1.116 |     1.122 |...........|...........|
-#> |    X|     485.03383 |     93.05 |  0.004920 |    0.2801 |    0.8980 |
-#> |.....................|     9.893 |     1.323 |   0.03131 |     1.158 |
-#> |.....................|   0.03024 |    0.7542 |    0.8375 |     1.279 |
-#> |.....................|     1.116 |     1.122 |...........|...........|
-#> |    F| Forward Diff. |     59.36 |     2.117 |    0.1128 |    0.2587 |
-#> |.....................|  -0.03694 |    -45.49 |    -11.65 |    0.8714 |
-#> |.....................|    -2.196 |    0.9711 |     7.208 |    -9.629 |
-#> |.....................|    -7.785 |    -8.123 |...........|...........|
-#> |   28|     484.30050 |    0.9913 |    -1.012 |   -0.9111 |   -0.8955 |
-#> |.....................|   -0.8447 |   -0.5733 |   -0.8052 |   -0.8723 |
-#> |.....................|   -0.8788 |   -0.8818 |   -0.9181 |   -0.8109 |
-#> |.....................|   -0.8243 |   -0.8216 |...........|...........|
-#> |    U|      484.3005 |     92.30 |    -5.315 |   -0.9439 |   -0.1077 |
-#> |.....................|     2.292 |     1.331 |   0.03135 |     1.157 |
-#> |.....................|   0.03025 |    0.7541 |    0.8357 |     1.282 |
-#> |.....................|     1.118 |     1.124 |...........|...........|
-#> |    X|      484.3005 |     92.30 |  0.004916 |    0.2801 |    0.8979 |
-#> |.....................|     9.894 |     1.331 |   0.03135 |     1.157 |
-#> |.....................|   0.03025 |    0.7541 |    0.8357 |     1.282 |
-#> |.....................|     1.118 |     1.124 |...........|...........|
-#> |    F| Forward Diff. |    -49.13 |     2.024 |   -0.1788 |    0.1668 |
-#> |.....................|   -0.3408 |    -44.74 |    -12.30 |     1.348 |
-#> |.....................|    -2.137 |    0.7757 |     5.010 |    -9.393 |
-#> |.....................|    -7.651 |    -7.866 |...........|...........|
-#> |   29|     483.61888 |    0.9988 |    -1.013 |   -0.9110 |   -0.8956 |
-#> |.....................|   -0.8446 |   -0.5603 |   -0.8022 |   -0.8729 |
-#> |.....................|   -0.8781 |   -0.8821 |   -0.9194 |   -0.8078 |
-#> |.....................|   -0.8218 |   -0.8191 |...........|...........|
-#> |    U|     483.61888 |     93.00 |    -5.316 |   -0.9438 |   -0.1077 |
-#> |.....................|     2.292 |     1.338 |   0.03140 |     1.157 |
-#> |.....................|   0.03026 |    0.7539 |    0.8345 |     1.286 |
-#> |.....................|     1.121 |     1.127 |...........|...........|
-#> |    X|     483.61888 |     93.00 |  0.004913 |    0.2801 |    0.8979 |
-#> |.....................|     9.895 |     1.338 |   0.03140 |     1.157 |
-#> |.....................|   0.03026 |    0.7539 |    0.8345 |     1.286 |
-#> |.....................|     1.121 |     1.127 |...........|...........|
-#> |    F| Forward Diff. |     51.77 |     2.082 |   0.08733 |    0.2462 |
-#> |.....................|  -0.07383 |    -44.60 |    -11.22 |    0.3023 |
-#> |.....................|    -2.722 |    0.5489 |     8.672 |    -9.371 |
-#> |.....................|    -7.562 |    -7.848 |...........|...........|
-#> |   30|     482.91165 |    0.9915 |    -1.013 |   -0.9110 |   -0.8957 |
-#> |.....................|   -0.8445 |   -0.5473 |   -0.7995 |   -0.8732 |
-#> |.....................|   -0.8770 |   -0.8822 |   -0.9219 |   -0.8047 |
-#> |.....................|   -0.8192 |   -0.8165 |...........|...........|
-#> |    U|     482.91165 |     92.33 |    -5.317 |   -0.9438 |   -0.1078 |
-#> |.....................|     2.292 |     1.346 |   0.03144 |     1.157 |
-#> |.....................|   0.03027 |    0.7538 |    0.8323 |     1.290 |
-#> |.....................|     1.124 |     1.130 |...........|...........|
-#> |    X|     482.91165 |     92.33 |  0.004909 |    0.2801 |    0.8978 |
-#> |.....................|     9.895 |     1.346 |   0.03144 |     1.157 |
-#> |.....................|   0.03027 |    0.7538 |    0.8323 |     1.290 |
-#> |.....................|     1.124 |     1.130 |...........|...........|
-#> |    F| Forward Diff. |    -45.50 |     2.003 |   -0.1660 |    0.1702 |
-#> |.....................|   -0.3374 |    -43.33 |    -11.63 |    0.9930 |
-#> |.....................|    -2.511 |    0.4656 |     7.949 |    -9.128 |
-#> |.....................|    -7.427 |    -7.608 |...........|...........|
-#> |   31|     482.28997 |    0.9991 |    -1.014 |   -0.9110 |   -0.8957 |
-#> |.....................|   -0.8444 |   -0.5346 |   -0.7968 |   -0.8735 |
-#> |.....................|   -0.8759 |   -0.8822 |   -0.9253 |   -0.8017 |
-#> |.....................|   -0.8168 |   -0.8141 |...........|...........|
-#> |    U|     482.28997 |     93.03 |    -5.317 |   -0.9438 |   -0.1079 |
-#> |.....................|     2.292 |     1.353 |   0.03148 |     1.157 |
-#> |.....................|   0.03029 |    0.7538 |    0.8294 |     1.293 |
-#> |.....................|     1.126 |     1.132 |...........|...........|
-#> |    X|     482.28997 |     93.03 |  0.004906 |    0.2801 |    0.8977 |
-#> |.....................|     9.896 |     1.353 |   0.03148 |     1.157 |
-#> |.....................|   0.03029 |    0.7538 |    0.8294 |     1.293 |
-#> |.....................|     1.126 |     1.132 |...........|...........|
-#> |    F| Forward Diff. |     55.95 |     2.054 |    0.1106 |    0.2465 |
-#> |.....................|  -0.05340 |    -42.18 |    -10.21 |    0.8261 |
-#> |.....................|    -2.234 |    0.9104 |     5.096 |    -9.114 |
-#> |.....................|    -7.334 |    -7.590 |...........|...........|
-#> |   32|     481.60550 |    0.9915 |    -1.015 |   -0.9110 |   -0.8958 |
-#> |.....................|   -0.8443 |   -0.5217 |   -0.7945 |   -0.8740 |
-#> |.....................|   -0.8749 |   -0.8824 |   -0.9274 |   -0.7984 |
-#> |.....................|   -0.8142 |   -0.8115 |...........|...........|
-#> |    U|      481.6055 |     92.33 |    -5.318 |   -0.9438 |   -0.1080 |
-#> |.....................|     2.292 |     1.361 |   0.03151 |     1.156 |
-#> |.....................|   0.03031 |    0.7536 |    0.8276 |     1.297 |
-#> |.....................|     1.129 |     1.135 |...........|...........|
-#> |    X|      481.6055 |     92.33 |  0.004902 |    0.2801 |    0.8977 |
-#> |.....................|     9.897 |     1.361 |   0.03151 |     1.156 |
-#> |.....................|   0.03031 |    0.7536 |    0.8276 |     1.297 |
-#> |.....................|     1.129 |     1.135 |...........|...........|
-#> |    F| Forward Diff. |    -45.82 |     1.973 |   -0.1624 |    0.1674 |
-#> |.....................|   -0.3387 |    -41.15 |    -10.74 |     1.410 |
-#> |.....................|    -2.130 |    0.6088 |     4.422 |    -8.852 |
-#> |.....................|    -7.186 |    -7.335 |...........|...........|
-#> |   33|     480.97343 |    0.9986 |    -1.016 |   -0.9110 |   -0.8959 |
-#> |.....................|   -0.8442 |   -0.5084 |   -0.7922 |   -0.8748 |
-#> |.....................|   -0.8740 |   -0.8826 |   -0.9278 |   -0.7950 |
-#> |.....................|   -0.8114 |   -0.8088 |...........|...........|
-#> |    U|     480.97343 |     92.98 |    -5.319 |   -0.9438 |   -0.1081 |
-#> |.....................|     2.292 |     1.368 |   0.03155 |     1.156 |
-#> |.....................|   0.03032 |    0.7534 |    0.8272 |     1.301 |
-#> |.....................|     1.132 |     1.138 |...........|...........|
-#> |    X|     480.97343 |     92.98 |  0.004897 |    0.2801 |    0.8976 |
-#> |.....................|     9.898 |     1.368 |   0.03155 |     1.156 |
-#> |.....................|   0.03032 |    0.7534 |    0.8272 |     1.301 |
-#> |.....................|     1.132 |     1.138 |...........|...........|
-#> |    F| Forward Diff. |     47.76 |     2.024 |   0.09167 |    0.2404 |
-#> |.....................|  -0.07393 |    -40.22 |    -9.470 |     1.031 |
-#> |.....................|    -2.098 |    0.8752 |     6.346 |    -8.797 |
-#> |.....................|    -7.089 |    -7.296 |...........|...........|
-#> |   34|     480.33235 |    0.9916 |    -1.017 |   -0.9110 |   -0.8960 |
-#> |.....................|   -0.8441 |   -0.4952 |   -0.7903 |   -0.8757 |
-#> |.....................|   -0.8731 |   -0.8830 |   -0.9294 |   -0.7914 |
-#> |.....................|   -0.8086 |   -0.8060 |...........|...........|
-#> |    U|     480.33235 |     92.33 |    -5.320 |   -0.9438 |   -0.1082 |
-#> |.....................|     2.292 |     1.376 |   0.03158 |     1.155 |
-#> |.....................|   0.03033 |    0.7532 |    0.8258 |     1.306 |
-#> |.....................|     1.135 |     1.141 |...........|...........|
-#> |    X|     480.33235 |     92.33 |  0.004893 |    0.2801 |    0.8975 |
-#> |.....................|     9.899 |     1.376 |   0.03158 |     1.155 |
-#> |.....................|   0.03033 |    0.7532 |    0.8258 |     1.306 |
-#> |.....................|     1.135 |     1.141 |...........|...........|
-#> |    F| Forward Diff. |    -44.82 |     1.956 |   -0.1640 |    0.1653 |
-#> |.....................|   -0.3374 |    -39.36 |    -9.982 |     1.432 |
-#> |.....................|    -2.136 |    0.6770 |     5.747 |    -8.552 |
-#> |.....................|    -6.943 |    -7.038 |...........|...........|
-#> |   35|     479.71253 |    0.9984 |    -1.018 |   -0.9110 |   -0.8961 |
-#> |.....................|   -0.8439 |   -0.4821 |   -0.7885 |   -0.8768 |
-#> |.....................|   -0.8721 |   -0.8833 |   -0.9319 |   -0.7879 |
-#> |.....................|   -0.8057 |   -0.8033 |...........|...........|
-#> |    U|     479.71253 |     92.97 |    -5.321 |   -0.9438 |   -0.1083 |
-#> |.....................|     2.293 |     1.384 |   0.03160 |     1.155 |
-#> |.....................|   0.03035 |    0.7529 |    0.8236 |     1.310 |
-#> |.....................|     1.138 |     1.144 |...........|...........|
-#> |    X|     479.71253 |     92.97 |  0.004888 |    0.2801 |    0.8974 |
-#> |.....................|     9.901 |     1.384 |   0.03160 |     1.155 |
-#> |.....................|   0.03035 |    0.7529 |    0.8236 |     1.310 |
-#> |.....................|     1.138 |     1.144 |...........|...........|
-#> |    F| Forward Diff. |     45.27 |     2.001 |   0.09802 |    0.2411 |
-#> |.....................|  -0.07361 |    -39.48 |    -9.147 |    0.2467 |
-#> |.....................|    -2.886 |    0.4583 |     7.836 |    -8.475 |
-#> |.....................|    -6.831 |    -7.001 |...........|...........|
-#> |   36|     479.08241 |    0.9920 |    -1.019 |   -0.9110 |   -0.8962 |
-#> |.....................|   -0.8438 |   -0.4691 |   -0.7871 |   -0.8771 |
-#> |.....................|   -0.8704 |   -0.8833 |   -0.9359 |   -0.7844 |
-#> |.....................|   -0.8029 |   -0.8006 |...........|...........|
-#> |    U|     479.08241 |     92.37 |    -5.322 |   -0.9438 |   -0.1084 |
-#> |.....................|     2.293 |     1.391 |   0.03163 |     1.155 |
-#> |.....................|   0.03037 |    0.7529 |    0.8201 |     1.314 |
-#> |.....................|     1.141 |     1.147 |...........|...........|
-#> |    X|     479.08241 |     92.37 |  0.004883 |    0.2801 |    0.8973 |
-#> |.....................|     9.902 |     1.391 |   0.03163 |     1.155 |
-#> |.....................|   0.03037 |    0.7529 |    0.8201 |     1.314 |
-#> |.....................|     1.141 |     1.147 |...........|...........|
-#> |    F| Forward Diff. |    -39.48 |     1.926 |   -0.1378 |    0.1752 |
-#> |.....................|   -0.3206 |    -38.45 |    -9.498 |    0.8453 |
-#> |.....................|    -2.699 |    0.3871 |     5.589 |    -8.242 |
-#> |.....................|    -6.674 |    -6.762 |...........|...........|
-#> |   37|     478.53604 |    0.9990 |    -1.019 |   -0.9110 |   -0.8964 |
-#> |.....................|   -0.8437 |   -0.4561 |   -0.7854 |   -0.8772 |
-#> |.....................|   -0.8684 |   -0.8832 |   -0.9392 |   -0.7811 |
-#> |.....................|   -0.8002 |   -0.7981 |...........|...........|
-#> |    U|     478.53604 |     93.02 |    -5.323 |   -0.9438 |   -0.1085 |
-#> |.....................|     2.293 |     1.399 |   0.03165 |     1.155 |
-#> |.....................|   0.03040 |    0.7530 |    0.8172 |     1.318 |
-#> |.....................|     1.144 |     1.150 |...........|...........|
-#> |    X|     478.53604 |     93.02 |  0.004879 |    0.2801 |    0.8972 |
-#> |.....................|     9.903 |     1.399 |   0.03165 |     1.155 |
-#> |.....................|   0.03040 |    0.7530 |    0.8172 |     1.318 |
-#> |.....................|     1.144 |     1.150 |...........|...........|
-#> |    F| Forward Diff. |     52.06 |     1.969 |    0.1359 |    0.2508 |
-#> |.....................|  -0.04337 |    -37.95 |    -8.435 |    0.2680 |
-#> |.....................|    -2.930 |    0.5186 |     5.955 |    -8.188 |
-#> |.....................|    -6.576 |    -6.741 |...........|...........|
-#> |   38|     477.90297 |    0.9924 |    -1.021 |   -0.9111 |   -0.8965 |
-#> |.....................|   -0.8436 |   -0.4428 |   -0.7846 |   -0.8771 |
-#> |.....................|   -0.8659 |   -0.8830 |   -0.9416 |   -0.7776 |
-#> |.....................|   -0.7975 |   -0.7955 |...........|...........|
-#> |    U|     477.90297 |     92.41 |    -5.324 |   -0.9439 |   -0.1086 |
-#> |.....................|     2.293 |     1.406 |   0.03166 |     1.155 |
-#> |.....................|   0.03044 |    0.7531 |    0.8151 |     1.323 |
-#> |.....................|     1.147 |     1.152 |...........|...........|
-#> |    X|     477.90297 |     92.41 |  0.004873 |    0.2801 |    0.8971 |
-#> |.....................|     9.904 |     1.406 |   0.03166 |     1.155 |
-#> |.....................|   0.03044 |    0.7531 |    0.8151 |     1.323 |
-#> |.....................|     1.147 |     1.152 |...........|...........|
-#> |    F| Forward Diff. |    -35.48 |     1.900 |   -0.1171 |    0.1805 |
-#> |.....................|   -0.3013 |    -36.12 |    -8.554 |     1.521 |
-#> |.....................|    -2.082 |    0.5139 |     5.057 |    -7.934 |
-#> |.....................|    -6.421 |    -6.501 |...........|...........|
-#> |   39|     477.39487 |    0.9991 |    -1.022 |   -0.9111 |   -0.8966 |
-#> |.....................|   -0.8434 |   -0.4296 |   -0.7836 |   -0.8780 |
-#> |.....................|   -0.8642 |   -0.8831 |   -0.9436 |   -0.7740 |
-#> |.....................|   -0.7946 |   -0.7928 |...........|...........|
-#> |    U|     477.39487 |     93.04 |    -5.325 |   -0.9439 |   -0.1088 |
-#> |.....................|     2.293 |     1.414 |   0.03168 |     1.154 |
-#> |.....................|   0.03047 |    0.7531 |    0.8134 |     1.327 |
-#> |.....................|     1.150 |     1.155 |...........|...........|
-#> |    X|     477.39487 |     93.04 |  0.004868 |    0.2801 |    0.8969 |
-#> |.....................|     9.906 |     1.414 |   0.03168 |     1.154 |
-#> |.....................|   0.03047 |    0.7531 |    0.8134 |     1.327 |
-#> |.....................|     1.150 |     1.155 |...........|...........|
-#> |    F| Forward Diff. |     53.22 |     1.947 |    0.1564 |    0.2562 |
-#> |.....................|  -0.02756 |    -35.38 |    -7.440 |     1.129 |
-#> |.....................|    -2.109 |    0.8531 |     5.389 |    -7.888 |
-#> |.....................|    -6.311 |    -6.462 |...........|...........|
-#> |   40|     476.77835 |    0.9927 |    -1.023 |   -0.9112 |   -0.8968 |
-#> |.....................|   -0.8433 |   -0.4165 |   -0.7840 |   -0.8801 |
-#> |.....................|   -0.8630 |   -0.8835 |   -0.9455 |   -0.7699 |
-#> |.....................|   -0.7913 |   -0.7897 |...........|...........|
-#> |    U|     476.77835 |     92.44 |    -5.326 |   -0.9439 |   -0.1090 |
-#> |.....................|     2.293 |     1.422 |   0.03167 |     1.153 |
-#> |.....................|   0.03048 |    0.7527 |    0.8117 |     1.332 |
-#> |.....................|     1.153 |     1.159 |...........|...........|
-#> |    X|     476.77835 |     92.44 |  0.004861 |    0.2801 |    0.8968 |
-#> |.....................|     9.907 |     1.422 |   0.03167 |     1.153 |
-#> |.....................|   0.03048 |    0.7527 |    0.8117 |     1.332 |
-#> |.....................|     1.153 |     1.159 |...........|...........|
-#> |    F| Forward Diff. |    -31.48 |     1.878 |  -0.09989 |    0.1868 |
-#> |.....................|   -0.2862 |    -34.69 |    -7.934 |     1.303 |
-#> |.....................|    -2.230 |    0.5238 |     3.299 |    -7.623 |
-#> |.....................|    -6.137 |    -6.207 |...........|...........|
-#> |   41|     476.29140 |    0.9988 |    -1.024 |   -0.9112 |   -0.8970 |
-#> |.....................|   -0.8432 |   -0.4030 |   -0.7837 |   -0.8817 |
-#> |.....................|   -0.8615 |   -0.8839 |   -0.9453 |   -0.7660 |
-#> |.....................|   -0.7883 |   -0.7869 |...........|...........|
-#> |    U|      476.2914 |     93.01 |    -5.328 |   -0.9440 |   -0.1091 |
-#> |.....................|     2.293 |     1.430 |   0.03168 |     1.152 |
-#> |.....................|   0.03051 |    0.7524 |    0.8119 |     1.337 |
-#> |.....................|     1.157 |     1.162 |...........|...........|
-#> |    X|      476.2914 |     93.01 |  0.004855 |    0.2801 |    0.8966 |
-#> |.....................|     9.909 |     1.430 |   0.03168 |     1.152 |
-#> |.....................|   0.03051 |    0.7524 |    0.8119 |     1.337 |
-#> |.....................|     1.157 |     1.162 |...........|...........|
-#> |    F| Forward Diff. |     48.73 |     1.930 |    0.1514 |    0.2545 |
-#> |.....................|  -0.03521 |    -34.01 |    -6.934 |     1.004 |
-#> |.....................|    -2.133 |    0.7968 |     5.252 |    -7.528 |
-#> |.....................|    -6.021 |    -6.137 |...........|...........|
-#> |   42|     475.72593 |    0.9927 |    -1.026 |   -0.9113 |   -0.8972 |
-#> |.....................|   -0.8430 |   -0.3897 |   -0.7848 |   -0.8834 |
-#> |.....................|   -0.8598 |   -0.8844 |   -0.9451 |   -0.7619 |
-#> |.....................|   -0.7851 |   -0.7840 |...........|...........|
-#> |    U|     475.72593 |     92.44 |    -5.329 |   -0.9441 |   -0.1094 |
-#> |.....................|     2.294 |     1.437 |   0.03166 |     1.151 |
-#> |.....................|   0.03053 |    0.7521 |    0.8121 |     1.342 |
+#> |    F| Forward Diff. |    -62.47 |     2.078 |  -0.09882 |    0.1294 |
+#> |.....................|   -0.1587 |    -47.42 |    -12.81 |     3.926 |
+#> |.....................|    -1.683 |    0.9415 |     5.611 |    -10.02 |
+#> |.....................|    -8.237 |    -8.679 |...........|...........|
+#> |   17|     484.58535 |     1.000 |    -1.009 |   -0.9115 |   -0.8952 |
+#> |.....................|   -0.8455 |   -0.6375 |   -0.8274 |   -0.8829 |
+#> |.....................|   -0.8840 |   -0.8807 |   -0.9099 |   -0.8222 |
+#> |.....................|   -0.8336 |   -0.8307 |...........|...........|
+#> |    U|     484.58535 |     93.02 |    -5.309 |   -0.9402 |   -0.1107 |
+#> |.....................|     2.300 |     1.338 |   0.03096 |     1.191 |
+#> |.....................|   0.03011 |    0.7568 |    0.8446 |     1.269 |
+#> |.....................|     1.107 |     1.114 |...........|...........|
+#> |    X|     484.58535 |     93.02 |  0.004946 |    0.2809 |    0.8952 |
+#> |.....................|     9.973 |     1.338 |   0.03096 |     1.191 |
+#> |.....................|   0.03011 |    0.7568 |    0.8446 |     1.269 |
+#> |.....................|     1.107 |     1.114 |...........|...........|
+#> |    F| Forward Diff. |     50.15 |     2.155 |    0.1960 |    0.2225 |
+#> |.....................|    0.1509 |    -46.14 |    -11.19 |     3.405 |
+#> |.....................|    -1.652 |     1.035 |     7.536 |    -9.951 |
+#> |.....................|    -8.121 |    -8.609 |...........|...........|
+#> |   18|     483.66860 |    0.9923 |    -1.010 |   -0.9115 |   -0.8952 |
+#> |.....................|   -0.8455 |   -0.6203 |   -0.8235 |   -0.8844 |
+#> |.....................|   -0.8833 |   -0.8810 |   -0.9123 |   -0.8182 |
+#> |.....................|   -0.8303 |   -0.8273 |...........|...........|
+#> |    U|      483.6686 |     92.29 |    -5.310 |   -0.9402 |   -0.1108 |
+#> |.....................|     2.300 |     1.348 |   0.03102 |     1.190 |
+#> |.....................|   0.03012 |    0.7565 |    0.8425 |     1.274 |
+#> |.....................|     1.110 |     1.117 |...........|...........|
+#> |    X|      483.6686 |     92.29 |  0.004942 |    0.2809 |    0.8951 |
+#> |.....................|     9.973 |     1.348 |   0.03102 |     1.190 |
+#> |.....................|   0.03012 |    0.7565 |    0.8425 |     1.274 |
+#> |.....................|     1.110 |     1.117 |...........|...........|
+#> |    F| Forward Diff. |    -57.62 |     2.059 |  -0.07549 |    0.1395 |
+#> |.....................|   -0.1501 |    -44.74 |    -11.66 |     3.913 |
+#> |.....................|    -1.664 |    0.8845 |     6.781 |    -9.703 |
+#> |.....................|    -7.961 |    -8.325 |...........|...........|
+#> |   19|     482.71012 |     1.000 |    -1.011 |   -0.9115 |   -0.8953 |
+#> |.....................|   -0.8455 |   -0.6032 |   -0.8198 |   -0.8861 |
+#> |.....................|   -0.8825 |   -0.8814 |   -0.9153 |   -0.8141 |
+#> |.....................|   -0.8270 |   -0.8239 |...........|...........|
+#> |    U|     482.71012 |     93.02 |    -5.311 |   -0.9402 |   -0.1109 |
+#> |.....................|     2.300 |     1.359 |   0.03108 |     1.189 |
+#> |.....................|   0.03014 |    0.7563 |    0.8399 |     1.279 |
+#> |.....................|     1.114 |     1.121 |...........|...........|
+#> |    X|     482.71012 |     93.02 |  0.004937 |    0.2809 |    0.8950 |
+#> |.....................|     9.973 |     1.359 |   0.03108 |     1.189 |
+#> |.....................|   0.03014 |    0.7563 |    0.8399 |     1.279 |
+#> |.....................|     1.114 |     1.121 |...........|...........|
+#> |    F| Forward Diff. |     48.98 |     2.122 |    0.2043 |    0.2315 |
+#> |.....................|    0.1449 |    -43.47 |    -10.15 |     3.365 |
+#> |.....................|    -1.703 |    0.9582 |     7.160 |    -9.600 |
+#> |.....................|    -7.838 |    -8.245 |...........|...........|
+#> |   20|     481.83107 |    0.9926 |    -1.012 |   -0.9116 |   -0.8954 |
+#> |.....................|   -0.8455 |   -0.5860 |   -0.8164 |   -0.8879 |
+#> |.....................|   -0.8817 |   -0.8818 |   -0.9184 |   -0.8098 |
+#> |.....................|   -0.8235 |   -0.8203 |...........|...........|
+#> |    U|     481.83107 |     92.31 |    -5.312 |   -0.9403 |   -0.1110 |
+#> |.....................|     2.300 |     1.369 |   0.03113 |     1.188 |
+#> |.....................|   0.03015 |    0.7560 |    0.8372 |     1.284 |
+#> |.....................|     1.118 |     1.125 |...........|...........|
+#> |    X|     481.83107 |     92.31 |  0.004932 |    0.2808 |    0.8949 |
+#> |.....................|     9.973 |     1.369 |   0.03113 |     1.188 |
+#> |.....................|   0.03015 |    0.7560 |    0.8372 |     1.284 |
+#> |.....................|     1.118 |     1.125 |...........|...........|
+#> |    F| Forward Diff. |    -54.27 |     2.027 |  -0.06740 |    0.1414 |
+#> |.....................|   -0.1465 |    -41.84 |    -10.48 |     3.798 |
+#> |.....................|    -1.730 |    0.8044 |     6.401 |    -9.335 |
+#> |.....................|    -7.662 |    -7.960 |...........|...........|
+#> |   21|     480.92878 |     1.000 |    -1.013 |   -0.9117 |   -0.8955 |
+#> |.....................|   -0.8455 |   -0.5689 |   -0.8133 |   -0.8899 |
+#> |.....................|   -0.8807 |   -0.8821 |   -0.9215 |   -0.8053 |
+#> |.....................|   -0.8199 |   -0.8166 |...........|...........|
+#> |    U|     480.92878 |     93.01 |    -5.313 |   -0.9403 |   -0.1111 |
+#> |.....................|     2.300 |     1.379 |   0.03117 |     1.187 |
+#> |.....................|   0.03016 |    0.7557 |    0.8345 |     1.290 |
+#> |.....................|     1.122 |     1.129 |...........|...........|
+#> |    X|     480.92878 |     93.01 |  0.004927 |    0.2808 |    0.8948 |
+#> |.....................|     9.973 |     1.379 |   0.03117 |     1.187 |
+#> |.....................|   0.03016 |    0.7557 |    0.8345 |     1.290 |
+#> |.....................|     1.122 |     1.129 |...........|...........|
+#> |    F| Forward Diff. |     47.18 |     2.077 |    0.1996 |    0.2200 |
+#> |.....................|    0.1318 |    -41.07 |    -9.197 |     3.259 |
+#> |.....................|    -1.748 |    0.9101 |     6.743 |    -9.229 |
+#> |.....................|    -7.511 |    -7.855 |...........|...........|
+#> |   22|     480.07574 |    0.9930 |    -1.014 |   -0.9117 |   -0.8956 |
+#> |.....................|   -0.8455 |   -0.5517 |   -0.8106 |   -0.8919 |
+#> |.....................|   -0.8795 |   -0.8825 |   -0.9247 |   -0.8007 |
+#> |.....................|   -0.8161 |   -0.8129 |...........|...........|
+#> |    U|     480.07574 |     92.35 |    -5.314 |   -0.9404 |   -0.1112 |
+#> |.....................|     2.300 |     1.390 |   0.03121 |     1.186 |
+#> |.....................|   0.03018 |    0.7555 |    0.8317 |     1.295 |
+#> |.....................|     1.126 |     1.133 |...........|...........|
+#> |    X|     480.07574 |     92.35 |  0.004921 |    0.2808 |    0.8947 |
+#> |.....................|     9.973 |     1.390 |   0.03121 |     1.186 |
+#> |.....................|   0.03018 |    0.7555 |    0.8317 |     1.295 |
+#> |.....................|     1.126 |     1.133 |...........|...........|
+#> |    F| Forward Diff. |    -48.22 |     1.995 |  -0.04658 |    0.1415 |
+#> |.....................|   -0.1316 |    -39.56 |    -9.522 |     3.639 |
+#> |.....................|    -1.878 |    0.6154 |     4.556 |    -8.937 |
+#> |.....................|    -7.320 |    -7.563 |...........|...........|
+#> |   23|     479.25211 |     1.000 |    -1.015 |   -0.9118 |   -0.8957 |
+#> |.....................|   -0.8454 |   -0.5343 |   -0.8082 |   -0.8940 |
+#> |.....................|   -0.8781 |   -0.8826 |   -0.9261 |   -0.7958 |
+#> |.....................|   -0.8122 |   -0.8090 |...........|...........|
+#> |    U|     479.25211 |     93.02 |    -5.315 |   -0.9405 |   -0.1113 |
+#> |.....................|     2.300 |     1.400 |   0.03125 |     1.184 |
+#> |.....................|   0.03020 |    0.7553 |    0.8305 |     1.301 |
+#> |.....................|     1.130 |     1.137 |...........|...........|
+#> |    X|     479.25211 |     93.02 |  0.004915 |    0.2808 |    0.8946 |
+#> |.....................|     9.974 |     1.400 |   0.03125 |     1.184 |
+#> |.....................|   0.03020 |    0.7553 |    0.8305 |     1.301 |
+#> |.....................|     1.130 |     1.137 |...........|...........|
+#> |    F| Forward Diff. |     48.39 |     2.048 |    0.2189 |    0.2175 |
+#> |.....................|    0.1393 |    -38.80 |    -8.286 |     3.169 |
+#> |.....................|    -1.757 |    0.9021 |     6.456 |    -8.802 |
+#> |.....................|    -7.165 |    -7.452 |...........|...........|
+#> |   24|     478.42395 |    0.9935 |    -1.017 |   -0.9119 |   -0.8959 |
+#> |.....................|   -0.8454 |   -0.5169 |   -0.8064 |   -0.8963 |
+#> |.....................|   -0.8766 |   -0.8829 |   -0.9277 |   -0.7908 |
+#> |.....................|   -0.8081 |   -0.8051 |...........|...........|
+#> |    U|     478.42395 |     92.40 |    -5.317 |   -0.9406 |   -0.1115 |
+#> |.....................|     2.300 |     1.411 |   0.03128 |     1.183 |
+#> |.....................|   0.03022 |    0.7552 |    0.8290 |     1.307 |
+#> |.....................|     1.134 |     1.141 |...........|...........|
+#> |    X|     478.42395 |     92.40 |  0.004909 |    0.2808 |    0.8945 |
+#> |.....................|     9.974 |     1.411 |   0.03128 |     1.183 |
+#> |.....................|   0.03022 |    0.7552 |    0.8290 |     1.307 |
+#> |.....................|     1.134 |     1.141 |...........|...........|
+#> |    F| Forward Diff. |    -41.65 |     1.977 |  -0.02866 |    0.1453 |
+#> |.....................|   -0.1180 |    -37.67 |    -8.677 |     3.579 |
+#> |.....................|    -1.774 |    0.6894 |     5.855 |    -8.506 |
+#> |.....................|    -6.962 |    -7.153 |...........|...........|
+#> |   25|     477.65816 |     1.000 |    -1.018 |   -0.9120 |   -0.8960 |
+#> |.....................|   -0.8454 |   -0.4997 |   -0.8051 |   -0.8988 |
+#> |.....................|   -0.8750 |   -0.8832 |   -0.9313 |   -0.7859 |
+#> |.....................|   -0.8042 |   -0.8013 |...........|...........|
+#> |    U|     477.65816 |     93.02 |    -5.318 |   -0.9406 |   -0.1116 |
+#> |.....................|     2.300 |     1.421 |   0.03130 |     1.181 |
+#> |.....................|   0.03025 |    0.7549 |    0.8259 |     1.313 |
+#> |.....................|     1.138 |     1.145 |...........|...........|
+#> |    X|     477.65816 |     93.02 |  0.004901 |    0.2808 |    0.8944 |
+#> |.....................|     9.974 |     1.421 |   0.03130 |     1.181 |
+#> |.....................|   0.03025 |    0.7549 |    0.8259 |     1.313 |
+#> |.....................|     1.138 |     1.145 |...........|...........|
+#> |    F| Forward Diff. |     47.50 |     2.013 |    0.2278 |    0.2145 |
+#> |.....................|    0.1415 |    -36.68 |    -7.460 |     3.039 |
+#> |.....................|    -1.807 |    0.8669 |     6.124 |    -8.373 |
+#> |.....................|    -6.814 |    -7.074 |...........|...........|
+#> |   26|     476.87668 |    0.9936 |    -1.020 |   -0.9121 |   -0.8962 |
+#> |.....................|   -0.8454 |   -0.4825 |   -0.8047 |   -0.9014 |
+#> |.....................|   -0.8732 |   -0.8836 |   -0.9351 |   -0.7808 |
+#> |.....................|   -0.8001 |   -0.7975 |...........|...........|
+#> |    U|     476.87668 |     92.41 |    -5.320 |   -0.9408 |   -0.1117 |
+#> |.....................|     2.300 |     1.431 |   0.03130 |     1.180 |
+#> |.....................|   0.03028 |    0.7546 |    0.8226 |     1.319 |
+#> |.....................|     1.143 |     1.149 |...........|...........|
+#> |    X|     476.87668 |     92.41 |  0.004893 |    0.2807 |    0.8943 |
+#> |.....................|     9.974 |     1.431 |   0.03130 |     1.180 |
+#> |.....................|   0.03028 |    0.7546 |    0.8226 |     1.319 |
+#> |.....................|     1.143 |     1.149 |...........|...........|
+#> |    F| Forward Diff. |    -40.64 |     1.935 |  -0.02164 |    0.1511 |
+#> |.....................|   -0.1127 |    -35.59 |    -7.858 |     3.450 |
+#> |.....................|    -1.805 |    0.6731 |     3.945 |    -8.048 |
+#> |.....................|    -6.589 |    -6.756 |...........|...........|
+#> |   27|     476.16299 |     1.000 |    -1.022 |   -0.9123 |   -0.8963 |
+#> |.....................|   -0.8454 |   -0.4651 |   -0.8047 |   -0.9041 |
+#> |.....................|   -0.8711 |   -0.8840 |   -0.9355 |   -0.7757 |
+#> |.....................|   -0.7959 |   -0.7936 |...........|...........|
+#> |    U|     476.16299 |     93.01 |    -5.322 |   -0.9409 |   -0.1119 |
+#> |.....................|     2.300 |     1.442 |   0.03130 |     1.178 |
+#> |.....................|   0.03031 |    0.7543 |    0.8222 |     1.326 |
+#> |.....................|     1.147 |     1.153 |...........|...........|
+#> |    X|     476.16299 |     93.01 |  0.004885 |    0.2807 |    0.8941 |
+#> |.....................|     9.974 |     1.442 |   0.03130 |     1.178 |
+#> |.....................|   0.03031 |    0.7543 |    0.8222 |     1.326 |
+#> |.....................|     1.147 |     1.153 |...........|...........|
+#> |    F| Forward Diff. |     44.38 |     1.982 |    0.2331 |    0.2213 |
+#> |.....................|    0.1467 |    -34.64 |    -6.709 |     2.894 |
+#> |.....................|    -1.888 |    0.7760 |     4.358 |    -7.901 |
+#> |.....................|    -6.419 |    -6.620 |...........|...........|
+#> |   28|     475.47434 |    0.9938 |    -1.024 |   -0.9125 |   -0.8966 |
+#> |.....................|   -0.8454 |   -0.4477 |   -0.8058 |   -0.9069 |
+#> |.....................|   -0.8685 |   -0.8844 |   -0.9328 |   -0.7706 |
+#> |.....................|   -0.7919 |   -0.7898 |...........|...........|
+#> |    U|     475.47434 |     92.43 |    -5.324 |   -0.9411 |   -0.1122 |
+#> |.....................|     2.300 |     1.452 |   0.03129 |     1.177 |
+#> |.....................|   0.03035 |    0.7540 |    0.8246 |     1.332 |
+#> |.....................|     1.151 |     1.157 |...........|...........|
+#> |    X|     475.47434 |     92.43 |  0.004875 |    0.2807 |    0.8939 |
+#> |.....................|     9.974 |     1.452 |   0.03129 |     1.177 |
+#> |.....................|   0.03035 |    0.7540 |    0.8246 |     1.332 |
+#> |.....................|     1.151 |     1.157 |...........|...........|
+#> |    F| Forward Diff. |    -38.01 |     1.932 |  -0.02542 |    0.1483 |
+#> |.....................|   -0.1147 |    -33.71 |    -7.114 |     3.216 |
+#> |.....................|    -1.879 |    0.6267 |     4.067 |    -7.573 |
+#> |.....................|    -6.213 |    -6.338 |...........|...........|
+#> |   29|     474.82575 |    0.9998 |    -1.026 |   -0.9126 |   -0.8968 |
+#> |.....................|   -0.8454 |   -0.4303 |   -0.8075 |   -0.9096 |
+#> |.....................|   -0.8656 |   -0.8846 |   -0.9310 |   -0.7657 |
+#> |.....................|   -0.7878 |   -0.7862 |...........|...........|
+#> |    U|     474.82575 |     92.98 |    -5.326 |   -0.9413 |   -0.1124 |
+#> |.....................|     2.300 |     1.462 |   0.03126 |     1.175 |
+#> |.....................|   0.03039 |    0.7538 |    0.8261 |     1.338 |
+#> |.....................|     1.156 |     1.161 |...........|...........|
+#> |    X|     474.82575 |     92.98 |  0.004864 |    0.2806 |    0.8937 |
+#> |.....................|     9.974 |     1.462 |   0.03126 |     1.175 |
+#> |.....................|   0.03039 |    0.7538 |    0.8261 |     1.338 |
+#> |.....................|     1.156 |     1.161 |...........|...........|
+#> |    F| Forward Diff. |     40.83 |     1.980 |    0.2123 |    0.2125 |
+#> |.....................|    0.1324 |    -32.65 |    -6.032 |     2.979 |
+#> |.....................|    -1.922 |    0.7692 |     4.596 |    -7.426 |
+#> |.....................|    -6.058 |    -6.217 |...........|...........|
+#> |   30|     474.18202 |    0.9939 |    -1.028 |   -0.9128 |   -0.8971 |
+#> |.....................|   -0.8454 |   -0.4131 |   -0.8106 |   -0.9130 |
+#> |.....................|   -0.8620 |   -0.8851 |   -0.9307 |   -0.7608 |
+#> |.....................|   -0.7838 |   -0.7828 |...........|...........|
+#> |    U|     474.18202 |     92.44 |    -5.328 |   -0.9414 |   -0.1127 |
+#> |.....................|     2.300 |     1.473 |   0.03121 |     1.173 |
+#> |.....................|   0.03044 |    0.7535 |    0.8264 |     1.344 |
 #> |.....................|     1.160 |     1.165 |...........|...........|
-#> |    X|     475.72593 |     92.44 |  0.004847 |    0.2801 |    0.8964 |
-#> |.....................|     9.910 |     1.437 |   0.03166 |     1.151 |
-#> |.....................|   0.03053 |    0.7521 |    0.8121 |     1.342 |
+#> |    X|     474.18202 |     92.44 |  0.004852 |    0.2806 |    0.8935 |
+#> |.....................|     9.974 |     1.473 |   0.03121 |     1.173 |
+#> |.....................|   0.03044 |    0.7535 |    0.8264 |     1.344 |
 #> |.....................|     1.160 |     1.165 |...........|...........|
-#> |    F| Forward Diff. |    -31.62 |     1.868 |   -0.1026 |    0.1833 |
-#> |.....................|   -0.2884 |    -33.06 |    -7.282 |     1.547 |
-#> |.....................|    -2.194 |    0.5347 |     3.320 |    -7.249 |
-#> |.....................|    -5.852 |    -5.889 |...........|...........|
-#> |   43|     475.25217 |    0.9986 |    -1.027 |   -0.9113 |   -0.8974 |
-#> |.....................|   -0.8428 |   -0.3762 |   -0.7856 |   -0.8854 |
-#> |.....................|   -0.8580 |   -0.8849 |   -0.9453 |   -0.7580 |
-#> |.....................|   -0.7821 |   -0.7812 |...........|...........|
-#> |    U|     475.25217 |     92.99 |    -5.331 |   -0.9441 |   -0.1096 |
-#> |.....................|     2.294 |     1.445 |   0.03165 |     1.150 |
-#> |.....................|   0.03056 |    0.7517 |    0.8119 |     1.346 |
-#> |.....................|     1.163 |     1.168 |...........|...........|
-#> |    X|     475.25217 |     92.99 |  0.004840 |    0.2801 |    0.8962 |
-#> |.....................|     9.912 |     1.445 |   0.03165 |     1.150 |
-#> |.....................|   0.03056 |    0.7517 |    0.8119 |     1.346 |
-#> |.....................|     1.163 |     1.168 |...........|...........|
-#> |    F| Forward Diff. |     45.01 |     1.918 |    0.1424 |    0.2472 |
-#> |.....................|  -0.04139 |    -32.61 |    -6.424 |    0.9161 |
-#> |.....................|    -2.151 |    0.6354 |     5.209 |    -7.174 |
-#> |.....................|    -5.746 |    -5.822 |...........|...........|
-#> |   44|     474.72079 |    0.9929 |    -1.029 |   -0.9114 |   -0.8977 |
-#> |.....................|   -0.8427 |   -0.3629 |   -0.7879 |   -0.8876 |
-#> |.....................|   -0.8559 |   -0.8852 |   -0.9458 |   -0.7541 |
-#> |.....................|   -0.7790 |   -0.7785 |...........|...........|
-#> |    U|     474.72079 |     92.46 |    -5.333 |   -0.9442 |   -0.1098 |
-#> |.....................|     2.294 |     1.453 |   0.03161 |     1.149 |
-#> |.....................|   0.03059 |    0.7515 |    0.8114 |     1.351 |
-#> |.....................|     1.167 |     1.171 |...........|...........|
-#> |    X|     474.72079 |     92.46 |  0.004831 |    0.2800 |    0.8960 |
-#> |.....................|     9.913 |     1.453 |   0.03161 |     1.149 |
-#> |.....................|   0.03059 |    0.7515 |    0.8114 |     1.351 |
-#> |.....................|     1.167 |     1.171 |...........|...........|
-#> |    F| Forward Diff. |    -29.98 |     1.856 |  -0.09377 |    0.1852 |
-#> |.....................|   -0.2753 |    -32.15 |    -6.889 |     1.072 |
-#> |.....................|    -2.266 |    0.4091 |     3.274 |    -6.876 |
-#> |.....................|    -5.564 |    -5.585 |...........|...........|
-#> |   45|     474.26379 |    0.9985 |    -1.031 |   -0.9115 |   -0.8979 |
-#> |.....................|   -0.8425 |   -0.3491 |   -0.7895 |   -0.8887 |
-#> |.....................|   -0.8536 |   -0.8852 |   -0.9464 |   -0.7506 |
-#> |.....................|   -0.7762 |   -0.7761 |...........|...........|
-#> |    U|     474.26379 |     92.98 |    -5.335 |   -0.9443 |   -0.1101 |
-#> |.....................|     2.294 |     1.461 |   0.03159 |     1.148 |
-#> |.....................|   0.03063 |    0.7515 |    0.8109 |     1.355 |
-#> |.....................|     1.170 |     1.173 |...........|...........|
-#> |    X|     474.26379 |     92.98 |  0.004822 |    0.2800 |    0.8958 |
-#> |.....................|     9.915 |     1.461 |   0.03159 |     1.148 |
-#> |.....................|   0.03063 |    0.7515 |    0.8109 |     1.355 |
-#> |.....................|     1.170 |     1.173 |...........|...........|
-#> |    F| Forward Diff. |     42.78 |     1.902 |    0.1464 |    0.2388 |
-#> |.....................|  -0.03417 |    -31.28 |    -5.931 |    0.8375 |
-#> |.....................|    -2.202 |    0.7305 |     5.128 |    -6.841 |
-#> |.....................|    -5.479 |    -5.554 |...........|...........|
-#> |   46|     473.76810 |    0.9929 |    -1.033 |   -0.9117 |   -0.8982 |
-#> |.....................|   -0.8424 |   -0.3358 |   -0.7928 |   -0.8897 |
-#> |.....................|   -0.8508 |   -0.8855 |   -0.9473 |   -0.7471 |
-#> |.....................|   -0.7734 |   -0.7737 |...........|...........|
-#> |    U|      473.7681 |     92.46 |    -5.337 |   -0.9444 |   -0.1104 |
-#> |.....................|     2.294 |     1.469 |   0.03154 |     1.147 |
-#> |.....................|   0.03067 |    0.7512 |    0.8101 |     1.360 |
-#> |.....................|     1.173 |     1.176 |...........|...........|
-#> |    X|      473.7681 |     92.46 |  0.004812 |    0.2800 |    0.8955 |
-#> |.....................|     9.917 |     1.469 |   0.03154 |     1.147 |
-#> |.....................|   0.03067 |    0.7512 |    0.8101 |     1.360 |
-#> |.....................|     1.173 |     1.176 |...........|...........|
-#> |    F| Forward Diff. |    -30.83 |     1.832 |   -0.1003 |    0.1743 |
-#> |.....................|   -0.2686 |    -30.77 |    -6.362 |     1.107 |
-#> |.....................|    -2.234 |    0.4249 |     4.678 |    -6.593 |
-#> |.....................|    -5.329 |    -5.340 |...........|...........|
-#> |   47|     473.32508 |    0.9983 |    -1.035 |   -0.9117 |   -0.8984 |
-#> |.....................|   -0.8422 |   -0.3229 |   -0.7959 |   -0.8909 |
-#> |.....................|   -0.8482 |   -0.8859 |   -0.9520 |   -0.7438 |
-#> |.....................|   -0.7708 |   -0.7715 |...........|...........|
-#> |    U|     473.32508 |     92.96 |    -5.339 |   -0.9445 |   -0.1106 |
-#> |.....................|     2.294 |     1.476 |   0.03149 |     1.147 |
-#> |.....................|   0.03071 |    0.7509 |    0.8061 |     1.364 |
-#> |.....................|     1.175 |     1.178 |...........|...........|
-#> |    X|     473.32508 |     92.96 |  0.004802 |    0.2800 |    0.8953 |
-#> |.....................|     9.918 |     1.476 |   0.03149 |     1.147 |
-#> |.....................|   0.03071 |    0.7509 |    0.8061 |     1.364 |
-#> |.....................|     1.175 |     1.178 |...........|...........|
-#> |    F| Forward Diff. |     38.19 |     1.865 |    0.1554 |    0.2504 |
-#> |.....................|  -0.02116 |    -30.15 |    -5.522 |    0.8218 |
-#> |.....................|    -2.215 |    0.6878 |     4.772 |    -6.537 |
-#> |.....................|    -5.232 |    -5.315 |...........|...........|
-#> |   48|     472.87290 |    0.9930 |    -1.038 |   -0.9119 |   -0.8988 |
-#> |.....................|   -0.8421 |   -0.3103 |   -0.8002 |   -0.8921 |
-#> |.....................|   -0.8451 |   -0.8864 |   -0.9564 |   -0.7407 |
-#> |.....................|   -0.7684 |   -0.7695 |...........|...........|
-#> |    U|      472.8729 |     92.47 |    -5.341 |   -0.9447 |   -0.1109 |
-#> |.....................|     2.294 |     1.483 |   0.03143 |     1.146 |
-#> |.....................|   0.03075 |    0.7506 |    0.8022 |     1.367 |
-#> |.....................|     1.178 |     1.180 |...........|...........|
-#> |    X|      472.8729 |     92.47 |  0.004791 |    0.2800 |    0.8950 |
-#> |.....................|     9.919 |     1.483 |   0.03143 |     1.146 |
-#> |.....................|   0.03075 |    0.7506 |    0.8022 |     1.367 |
-#> |.....................|     1.178 |     1.180 |...........|...........|
-#> |    F| Forward Diff. |    -31.43 |     1.786 |  -0.07853 |    0.1828 |
-#> |.....................|   -0.2451 |    -29.69 |    -5.937 |     1.129 |
-#> |.....................|    -2.237 |    0.5225 |     4.143 |    -6.356 |
-#> |.....................|    -5.097 |    -5.139 |...........|...........|
-#> |   49|     472.45068 |    0.9981 |    -1.040 |   -0.9121 |   -0.8991 |
-#> |.....................|   -0.8421 |   -0.2974 |   -0.8046 |   -0.8935 |
-#> |.....................|   -0.8420 |   -0.8871 |   -0.9597 |   -0.7375 |
-#> |.....................|   -0.7660 |   -0.7674 |...........|...........|
-#> |    U|     472.45068 |     92.94 |    -5.343 |   -0.9449 |   -0.1112 |
-#> |.....................|     2.294 |     1.491 |   0.03136 |     1.145 |
-#> |.....................|   0.03080 |    0.7500 |    0.7993 |     1.371 |
-#> |.....................|     1.180 |     1.183 |...........|...........|
-#> |    X|     472.45068 |     92.94 |  0.004780 |    0.2799 |    0.8947 |
-#> |.....................|     9.919 |     1.491 |   0.03136 |     1.145 |
-#> |.....................|   0.03080 |    0.7500 |    0.7993 |     1.371 |
-#> |.....................|     1.180 |     1.183 |...........|...........|
-#> |    F| Forward Diff. |     34.69 |     1.825 |    0.1712 |    0.2558 |
-#> |.....................| 0.0008262 |    -30.15 |    -5.461 |   0.02383 |
-#> |.....................|    -3.011 |    0.3236 |     4.609 |    -6.242 |
-#> |.....................|    -4.997 |    -5.107 |...........|...........|
-#> |   50|     472.02915 |    0.9936 |    -1.042 |   -0.9125 |   -0.8995 |
-#> |.....................|   -0.8422 |   -0.2847 |   -0.8092 |   -0.8923 |
-#> |.....................|   -0.8364 |   -0.8868 |   -0.9626 |   -0.7353 |
-#> |.....................|   -0.7644 |   -0.7660 |...........|...........|
-#> |    U|     472.02915 |     92.52 |    -5.345 |   -0.9452 |   -0.1116 |
-#> |.....................|     2.294 |     1.498 |   0.03129 |     1.146 |
-#> |.....................|   0.03088 |    0.7503 |    0.7968 |     1.374 |
-#> |.....................|     1.182 |     1.184 |...........|...........|
-#> |    X|     472.02915 |     92.52 |  0.004770 |    0.2799 |    0.8944 |
-#> |.....................|     9.918 |     1.498 |   0.03129 |     1.146 |
-#> |.....................|   0.03088 |    0.7503 |    0.7968 |     1.374 |
-#> |.....................|     1.182 |     1.184 |...........|...........|
-#> |    F| Forward Diff. |    -26.29 |     1.758 |  -0.04843 |    0.1910 |
-#> |.....................|   -0.1997 |    -28.69 |    -5.506 |     1.097 |
-#> |.....................|    -2.285 |    0.4947 |     2.297 |    -6.079 |
-#> |.....................|    -4.892 |    -4.970 |...........|...........|
-#> |   51|     471.69520 |    0.9992 |    -1.044 |   -0.9127 |   -0.8998 |
-#> |.....................|   -0.8423 |   -0.2715 |   -0.8127 |   -0.8918 |
-#> |.....................|   -0.8317 |   -0.8866 |   -0.9606 |   -0.7330 |
-#> |.....................|   -0.7627 |   -0.7642 |...........|...........|
-#> |    U|      471.6952 |     93.04 |    -5.347 |   -0.9454 |   -0.1120 |
-#> |.....................|     2.294 |     1.506 |   0.03124 |     1.146 |
-#> |.....................|   0.03096 |    0.7504 |    0.7985 |     1.377 |
-#> |.....................|     1.184 |     1.186 |...........|...........|
-#> |    X|      471.6952 |     93.04 |  0.004761 |    0.2798 |    0.8941 |
-#> |.....................|     9.917 |     1.506 |   0.03124 |     1.146 |
-#> |.....................|   0.03096 |    0.7504 |    0.7985 |     1.377 |
-#> |.....................|     1.184 |     1.186 |...........|...........|
-#> |    F| Forward Diff. |     46.70 |     1.815 |    0.2108 |    0.2607 |
-#> |.....................|   0.05766 |    -27.95 |    -4.639 |    0.9041 |
-#> |.....................|    -2.201 |    0.7590 |     4.326 |    -6.078 |
-#> |.....................|    -4.851 |    -4.972 |...........|...........|
-#> |   52|     471.30240 |    0.9939 |    -1.046 |   -0.9131 |   -0.9002 |
-#> |.....................|   -0.8425 |   -0.2596 |   -0.8187 |   -0.8939 |
-#> |.....................|   -0.8280 |   -0.8876 |   -0.9571 |   -0.7302 |
-#> |.....................|   -0.7606 |   -0.7622 |...........|...........|
-#> |    U|      471.3024 |     92.55 |    -5.350 |   -0.9458 |   -0.1124 |
-#> |.....................|     2.294 |     1.513 |   0.03115 |     1.145 |
-#> |.....................|   0.03101 |    0.7497 |    0.8016 |     1.380 |
-#> |.....................|     1.186 |     1.188 |...........|...........|
-#> |    X|      471.3024 |     92.55 |  0.004750 |    0.2797 |    0.8937 |
-#> |.....................|     9.915 |     1.513 |   0.03115 |     1.145 |
-#> |.....................|   0.03101 |    0.7497 |    0.8016 |     1.380 |
-#> |.....................|     1.186 |     1.188 |...........|...........|
-#> |    F| Forward Diff. |    -23.61 |     1.763 |  -0.06060 |    0.1836 |
-#> |.....................|   -0.1912 |    -28.31 |    -5.279 |    0.6597 |
-#> |.....................|    -2.739 |    0.2048 |     5.941 |    -5.864 |
-#> |.....................|    -4.747 |    -4.787 |...........|...........|
-#> |   53|     470.94339 |    0.9985 |    -1.048 |   -0.9133 |   -0.9006 |
-#> |.....................|   -0.8426 |   -0.2476 |   -0.8235 |   -0.8946 |
-#> |.....................|   -0.8237 |   -0.8877 |   -0.9629 |   -0.7278 |
-#> |.....................|   -0.7587 |   -0.7604 |...........|...........|
-#> |    U|     470.94339 |     92.98 |    -5.352 |   -0.9460 |   -0.1127 |
-#> |.....................|     2.294 |     1.520 |   0.03108 |     1.145 |
-#> |.....................|   0.03108 |    0.7496 |    0.7965 |     1.383 |
-#> |.....................|     1.188 |     1.190 |...........|...........|
-#> |    X|     470.94339 |     92.98 |  0.004740 |    0.2797 |    0.8934 |
-#> |.....................|     9.914 |     1.520 |   0.03108 |     1.145 |
-#> |.....................|   0.03108 |    0.7496 |    0.7965 |     1.383 |
-#> |.....................|     1.188 |     1.190 |...........|...........|
-#> |    F| Forward Diff. |     36.04 |     1.791 |    0.1836 |    0.2544 |
-#> |.....................|   0.04274 |    -27.03 |    -4.370 |    0.9159 |
-#> |.....................|    -2.217 |    0.6791 |     4.141 |    -5.840 |
-#> |.....................|    -4.667 |    -4.764 |...........|...........|
-#> |   54|     470.60274 |    0.9931 |    -1.051 |   -0.9136 |   -0.9010 |
-#> |.....................|   -0.8428 |   -0.2366 |   -0.8300 |   -0.8957 |
-#> |.....................|   -0.8190 |   -0.8879 |   -0.9681 |   -0.7257 |
-#> |.....................|   -0.7570 |   -0.7588 |...........|...........|
-#> |    U|     470.60274 |     92.48 |    -5.354 |   -0.9463 |   -0.1131 |
-#> |.....................|     2.294 |     1.526 |   0.03098 |     1.144 |
-#> |.....................|   0.03115 |    0.7494 |    0.7919 |     1.386 |
-#> |.....................|     1.190 |     1.192 |...........|...........|
-#> |    X|     470.60274 |     92.48 |  0.004728 |    0.2796 |    0.8930 |
-#> |.....................|     9.912 |     1.526 |   0.03098 |     1.144 |
-#> |.....................|   0.03115 |    0.7494 |    0.7919 |     1.386 |
-#> |.....................|     1.190 |     1.192 |...........|...........|
-#> |    F| Forward Diff. |    -35.91 |     1.718 |  -0.07847 |    0.1786 |
-#> |.....................|   -0.1996 |    -26.69 |    -4.843 |     1.231 |
-#> |.....................|    -2.229 |    0.5625 |     3.489 |    -5.662 |
-#> |.....................|    -4.557 |    -4.604 |...........|...........|
-#> |   55|     470.25392 |    0.9977 |    -1.054 |   -0.9140 |   -0.9015 |
-#> |.....................|   -0.8431 |   -0.2250 |   -0.8375 |   -0.8987 |
-#> |.....................|   -0.8153 |   -0.8894 |   -0.9673 |   -0.7229 |
-#> |.....................|   -0.7550 |   -0.7569 |...........|...........|
-#> |    U|     470.25392 |     92.90 |    -5.357 |   -0.9467 |   -0.1136 |
-#> |.....................|     2.293 |     1.533 |   0.03087 |     1.142 |
-#> |.....................|   0.03120 |    0.7483 |    0.7927 |     1.389 |
-#> |.....................|     1.192 |     1.194 |...........|...........|
-#> |    X|     470.25392 |     92.90 |  0.004715 |    0.2796 |    0.8926 |
-#> |.....................|     9.909 |     1.533 |   0.03087 |     1.142 |
-#> |.....................|   0.03120 |    0.7483 |    0.7927 |     1.389 |
-#> |.....................|     1.192 |     1.194 |...........|...........|
-#> |    F| Forward Diff. |     23.42 |     1.753 |    0.1414 |    0.2393 |
-#> |.....................|   0.01691 |    -26.51 |    -4.262 |    0.6993 |
-#> |.....................|    -2.408 |    0.5525 |     2.318 |    -5.573 |
-#> |.....................|    -4.475 |    -4.572 |...........|...........|
-#> |   56|     469.96066 |    0.9934 |    -1.056 |   -0.9144 |   -0.9019 |
-#> |.....................|   -0.8434 |   -0.2128 |   -0.8432 |   -0.9002 |
-#> |.....................|   -0.8113 |   -0.8903 |   -0.9627 |   -0.7205 |
-#> |.....................|   -0.7531 |   -0.7551 |...........|...........|
-#> |    U|     469.96066 |     92.50 |    -5.359 |   -0.9470 |   -0.1140 |
-#> |.....................|     2.293 |     1.540 |   0.03078 |     1.141 |
-#> |.....................|   0.03126 |    0.7476 |    0.7967 |     1.392 |
-#> |.....................|     1.194 |     1.196 |...........|...........|
-#> |    X|     469.96066 |     92.50 |  0.004704 |    0.2795 |    0.8922 |
-#> |.....................|     9.906 |     1.540 |   0.03078 |     1.141 |
-#> |.....................|   0.03126 |    0.7476 |    0.7967 |     1.392 |
-#> |.....................|     1.194 |     1.196 |...........|...........|
-#> |    F| Forward Diff. |    -33.10 |     1.713 |  -0.09549 |    0.1710 |
-#> |.....................|   -0.1943 |    -25.89 |    -4.557 |     1.045 |
-#> |.....................|    -2.243 |    0.5648 |     3.834 |    -5.392 |
-#> |.....................|    -4.399 |    -4.402 |...........|...........|
-#> |   57|     469.66426 |    0.9983 |    -1.059 |   -0.9147 |   -0.9023 |
-#> |.....................|   -0.8437 |   -0.2012 |   -0.8503 |   -0.9014 |
-#> |.....................|   -0.8068 |   -0.8914 |   -0.9589 |   -0.7186 |
-#> |.....................|   -0.7515 |   -0.7537 |...........|...........|
-#> |    U|     469.66426 |     92.95 |    -5.362 |   -0.9473 |   -0.1144 |
-#> |.....................|     2.293 |     1.547 |   0.03068 |     1.141 |
-#> |.....................|   0.03133 |    0.7468 |    0.8000 |     1.394 |
-#> |.....................|     1.196 |     1.197 |...........|...........|
-#> |    X|     469.66426 |     92.95 |  0.004691 |    0.2794 |    0.8919 |
-#> |.....................|     9.903 |     1.547 |   0.03068 |     1.141 |
-#> |.....................|   0.03133 |    0.7468 |    0.8000 |     1.394 |
-#> |.....................|     1.196 |     1.197 |...........|...........|
-#> |    F| Forward Diff. |     29.48 |     1.769 |    0.1441 |    0.2362 |
-#> |.....................|   0.03493 |    -25.40 |    -3.876 |    0.7581 |
-#> |.....................|    -2.246 |    0.6653 |     4.370 |    -5.362 |
-#> |.....................|    -4.340 |    -4.389 |...........|...........|
-#> |   58|     469.35361 |    0.9940 |    -1.062 |   -0.9149 |   -0.9027 |
-#> |.....................|   -0.8440 |   -0.1900 |   -0.8585 |   -0.9032 |
-#> |.....................|   -0.8026 |   -0.8931 |   -0.9615 |   -0.7168 |
-#> |.....................|   -0.7497 |   -0.7523 |...........|...........|
-#> |    U|     469.35361 |     92.56 |    -5.365 |   -0.9475 |   -0.1149 |
-#> |.....................|     2.293 |     1.553 |   0.03055 |     1.140 |
-#> |.....................|   0.03139 |    0.7454 |    0.7977 |     1.396 |
-#> |.....................|     1.198 |     1.199 |...........|...........|
-#> |    X|     469.35361 |     92.56 |  0.004677 |    0.2794 |    0.8915 |
-#> |.....................|     9.900 |     1.553 |   0.03055 |     1.140 |
-#> |.....................|   0.03139 |    0.7454 |    0.7977 |     1.396 |
-#> |.....................|     1.198 |     1.199 |...........|...........|
-#> |    F| Forward Diff. |    -26.71 |     1.702 |  -0.07338 |    0.1729 |
-#> |.....................|   -0.1601 |    -26.00 |    -4.465 |    0.4354 |
-#> |.....................|    -2.821 |    0.3110 |     5.728 |    -5.228 |
-#> |.....................|    -4.240 |    -4.266 |...........|...........|
-#> |   59|     469.04262 |    0.9978 |    -1.064 |   -0.9151 |   -0.9031 |
-#> |.....................|   -0.8443 |   -0.1798 |   -0.8657 |   -0.9030 |
-#> |.....................|   -0.7971 |   -0.8938 |   -0.9685 |   -0.7157 |
-#> |.....................|   -0.7487 |   -0.7515 |...........|...........|
-#> |    U|     469.04262 |     92.91 |    -5.368 |   -0.9477 |   -0.1152 |
-#> |.....................|     2.292 |     1.559 |   0.03044 |     1.140 |
-#> |.....................|   0.03147 |    0.7450 |    0.7916 |     1.398 |
-#> |.....................|     1.199 |     1.200 |...........|...........|
-#> |    X|     469.04262 |     92.91 |  0.004665 |    0.2794 |    0.8912 |
-#> |.....................|     9.897 |     1.559 |   0.03044 |     1.140 |
-#> |.....................|   0.03147 |    0.7450 |    0.7916 |     1.398 |
-#> |.....................|     1.199 |     1.200 |...........|...........|
-#> |   60|     468.78438 |    0.9975 |    -1.068 |   -0.9154 |   -0.9036 |
-#> |.....................|   -0.8447 |   -0.1709 |   -0.8764 |   -0.9025 |
-#> |.....................|   -0.7900 |   -0.8946 |   -0.9771 |   -0.7153 |
-#> |.....................|   -0.7482 |   -0.7514 |...........|...........|
-#> |    U|     468.78438 |     92.88 |    -5.371 |   -0.9479 |   -0.1157 |
-#> |.....................|     2.292 |     1.564 |   0.03028 |     1.140 |
-#> |.....................|   0.03158 |    0.7443 |    0.7841 |     1.398 |
-#> |.....................|     1.200 |     1.200 |...........|...........|
-#> |    X|     468.78438 |     92.88 |  0.004649 |    0.2793 |    0.8907 |
-#> |.....................|     9.893 |     1.564 |   0.03028 |     1.140 |
-#> |.....................|   0.03158 |    0.7443 |    0.7841 |     1.398 |
-#> |.....................|     1.200 |     1.200 |...........|...........|
-#> |   61|     467.65199 |    0.9960 |    -1.083 |   -0.9167 |   -0.9058 |
-#> |.....................|   -0.8469 |   -0.1283 |   -0.9284 |   -0.9002 |
-#> |.....................|   -0.7560 |   -0.8987 |    -1.018 |   -0.7133 |
-#> |.....................|   -0.7456 |   -0.7506 |...........|...........|
-#> |    U|     467.65199 |     92.74 |    -5.387 |   -0.9492 |   -0.1179 |
-#> |.....................|     2.290 |     1.589 |   0.02950 |     1.141 |
-#> |.....................|   0.03209 |    0.7413 |    0.7481 |     1.401 |
-#> |.....................|     1.202 |     1.201 |...........|...........|
-#> |    X|     467.65199 |     92.74 |  0.004577 |    0.2791 |    0.8887 |
-#> |.....................|     9.872 |     1.589 |   0.02950 |     1.141 |
-#> |.....................|   0.03209 |    0.7413 |    0.7481 |     1.401 |
-#> |.....................|     1.202 |     1.201 |...........|...........|
-#> |   62|     464.96560 |    0.9898 |    -1.148 |   -0.9222 |   -0.9151 |
-#> |.....................|   -0.8556 |   0.04847 |    -1.144 |   -0.8910 |
-#> |.....................|   -0.6148 |   -0.9154 |    -1.189 |   -0.7051 |
-#> |.....................|   -0.7350 |   -0.7474 |...........|...........|
-#> |    U|      464.9656 |     92.17 |    -5.451 |   -0.9543 |   -0.1273 |
-#> |.....................|     2.281 |     1.691 |   0.02626 |     1.147 |
-#> |.....................|   0.03421 |    0.7285 |    0.5986 |     1.411 |
-#> |.....................|     1.214 |     1.204 |...........|...........|
-#> |    X|      464.9656 |     92.17 |  0.004291 |    0.2780 |    0.8805 |
-#> |.....................|     9.786 |     1.691 |   0.02626 |     1.147 |
-#> |.....................|   0.03421 |    0.7285 |    0.5986 |     1.411 |
-#> |.....................|     1.214 |     1.204 |...........|...........|
-#> |    F| Forward Diff. |    -134.9 |    0.8693 |    0.2607 |    0.2086 |
-#> |.....................|    0.2111 |    -19.53 |    -3.427 |     3.399 |
-#> |.....................|    -2.172 |     1.526 |    -11.79 |    -4.993 |
-#> |.....................|    -3.321 |    -4.659 |...........|...........|
-#> |   63|     458.88877 |     1.003 |    -1.235 |   -0.9465 |   -0.9328 |
-#> |.....................|   -0.8841 |    0.3192 |    -1.460 |   -0.9475 |
-#> |.....................|   -0.4237 |   -0.9768 |    -1.134 |   -0.6574 |
-#> |.....................|   -0.7075 |   -0.6995 |...........|...........|
-#> |    U|     458.88877 |     93.40 |    -5.538 |   -0.9774 |   -0.1450 |
-#> |.....................|     2.252 |     1.848 |   0.02152 |     1.114 |
-#> |.....................|   0.03709 |    0.6820 |    0.6469 |     1.468 |
-#> |.....................|     1.243 |     1.255 |...........|...........|
-#> |    X|     458.88877 |     93.40 |  0.003933 |    0.2734 |    0.8651 |
-#> |.....................|     9.511 |     1.848 |   0.02152 |     1.114 |
-#> |.....................|   0.03709 |    0.6820 |    0.6469 |     1.468 |
-#> |.....................|     1.243 |     1.255 |...........|...........|
-#> |   64|     455.19412 |     1.006 |    -1.330 |   -0.9732 |   -0.9522 |
-#> |.....................|   -0.9154 |    0.6143 |    -1.806 |    -1.009 |
-#> |.....................|   -0.2144 |    -1.044 |    -1.075 |   -0.6056 |
-#> |.....................|   -0.6776 |   -0.6473 |...........|...........|
-#> |    U|     455.19412 |     93.67 |    -5.634 |    -1.003 |   -0.1644 |
-#> |.....................|     2.221 |     2.019 |   0.01631 |     1.078 |
-#> |.....................|   0.04023 |    0.6311 |    0.6989 |     1.531 |
-#> |.....................|     1.275 |     1.311 |...........|...........|
-#> |    X|     455.19412 |     93.67 |  0.003576 |    0.2684 |    0.8484 |
-#> |.....................|     9.218 |     2.019 |   0.01631 |     1.078 |
-#> |.....................|   0.04023 |    0.6311 |    0.6989 |     1.531 |
-#> |.....................|     1.275 |     1.311 |...........|...........|
-#> |    F| Forward Diff. |     18.82 |    0.9889 |    -1.032 |   -0.1489 |
-#> |.....................|    0.2009 |    -8.117 |   -0.5123 |    0.1656 |
-#> |.....................|    -2.314 |    -3.473 |   -0.8284 |    0.3432 |
-#> |.....................|   -0.8357 |   0.04588 |...........|...........|
-#> |   65|     458.62552 |     1.004 |    -1.494 |   -0.8145 |   -0.9319 |
-#> |.....................|   -0.9630 |     1.033 |    -2.192 |    -1.036 |
-#> |.....................|    0.2529 |   -0.5036 |   -0.8838 |   -0.8679 |
-#> |.....................|   -0.7178 |   -0.8209 |...........|...........|
-#> |    U|     458.62552 |     93.52 |    -5.797 |   -0.8527 |   -0.1440 |
-#> |.....................|     2.174 |     2.262 |   0.01051 |     1.062 |
-#> |.....................|   0.04725 |     1.041 |    0.8656 |     1.213 |
-#> |.....................|     1.232 |     1.125 |...........|...........|
-#> |    X|     458.62552 |     93.52 |  0.003036 |    0.2989 |    0.8659 |
-#> |.....................|     8.789 |     2.262 |   0.01051 |     1.062 |
-#> |.....................|   0.04725 |     1.041 |    0.8656 |     1.213 |
-#> |.....................|     1.232 |     1.125 |...........|...........|
-#> |   66|     454.48694 |     1.003 |    -1.384 |   -0.9206 |   -0.9455 |
-#> |.....................|   -0.9312 |    0.7538 |    -1.934 |    -1.018 |
-#> |.....................|  -0.05956 |   -0.8649 |    -1.011 |   -0.6924 |
-#> |.....................|   -0.6908 |   -0.7048 |...........|...........|
-#> |    U|     454.48694 |     93.41 |    -5.688 |   -0.9529 |   -0.1576 |
-#> |.....................|     2.205 |     2.100 |   0.01439 |     1.073 |
-#> |.....................|   0.04256 |    0.7669 |    0.7542 |     1.426 |
-#> |.....................|     1.261 |     1.250 |...........|...........|
-#> |    X|     454.48694 |     93.41 |  0.003387 |    0.2783 |    0.8542 |
-#> |.....................|     9.074 |     2.100 |   0.01439 |     1.073 |
-#> |.....................|   0.04256 |    0.7669 |    0.7542 |     1.426 |
-#> |.....................|     1.261 |     1.250 |...........|...........|
-#> |    F| Forward Diff. |    -11.88 |    0.8805 |     1.030 | 0.0001663 |
-#> |.....................|   -0.3119 |    -6.748 |    -1.151 |    0.2517 |
-#> |.....................|    -3.379 |     3.981 |     5.317 |    -4.395 |
-#> |.....................|    -1.890 |    -2.785 |...........|...........|
-#> |   67|     453.47854 |     1.004 |    -1.455 |   -0.9097 |   -0.9308 |
-#> |.....................|   -0.9364 |    0.8078 |    -2.047 |    -1.046 |
-#> |.....................|    0.2383 |   -0.8443 |   -0.9977 |   -0.6524 |
-#> |.....................|   -0.6789 |   -0.6970 |...........|...........|
-#> |    U|     453.47854 |     93.48 |    -5.759 |   -0.9426 |   -0.1429 |
-#> |.....................|     2.200 |     2.132 |   0.01270 |     1.056 |
-#> |.....................|   0.04703 |    0.7825 |    0.7661 |     1.474 |
-#> |.....................|     1.274 |     1.258 |...........|...........|
-#> |    X|     453.47854 |     93.48 |  0.003156 |    0.2804 |    0.8668 |
-#> |.....................|     9.026 |     2.132 |   0.01270 |     1.056 |
-#> |.....................|   0.04703 |    0.7825 |    0.7661 |     1.474 |
-#> |.....................|     1.274 |     1.258 |...........|...........|
-#> |    F| Forward Diff. |    -7.580 |    0.7096 |     1.748 |    0.4450 |
-#> |.....................|   -0.3063 |    -5.686 |    -1.090 |     2.089 |
-#> |.....................|    -1.806 |     4.661 |     3.477 |    -2.550 |
-#> |.....................|    -1.063 |    -2.646 |...........|...........|
-#> |   68|     452.65869 |     1.010 |    -1.604 |   -0.9910 |   -0.9601 |
-#> |.....................|   -0.9321 |    0.9548 |    -2.236 |    -1.333 |
-#> |.....................|    0.7427 |   -0.9083 |    -1.017 |   -0.7899 |
-#> |.....................|   -0.7453 |   -0.6781 |...........|...........|
-#> |    U|     452.65869 |     94.06 |    -5.907 |    -1.019 |   -0.1723 |
-#> |.....................|     2.204 |     2.217 |  0.009851 |    0.8906 |
-#> |.....................|   0.05461 |    0.7340 |    0.7490 |     1.308 |
-#> |.....................|     1.203 |     1.278 |...........|...........|
-#> |    X|     452.65869 |     94.06 |  0.002719 |    0.2652 |    0.8418 |
-#> |.....................|     9.065 |     2.217 |  0.009851 |    0.8906 |
-#> |.....................|   0.05461 |    0.7340 |    0.7490 |     1.308 |
-#> |.....................|     1.203 |     1.278 |...........|...........|
-#> |    F| Forward Diff. |     87.74 |    0.4343 |   -0.7887 |   -0.2527 |
-#> |.....................|   -0.1232 |    -3.287 |   -0.3715 |    -5.728 |
-#> |.....................|    -3.469 |     4.620 |     5.104 |    -8.863 |
-#> |.....................|    -5.024 |    -1.180 |...........|...........|
-#> |   69|     455.46876 |     1.000 |    -1.721 |   -0.9929 |    -1.109 |
-#> |.....................|   -0.8905 |     1.109 |    -2.343 |    -1.386 |
-#> |.....................|     1.193 |    -1.162 |   -0.9750 |   -0.9277 |
-#> |.....................|   -0.5804 |   -0.9245 |...........|...........|
-#> |    U|     455.46876 |     93.13 |    -6.025 |    -1.021 |   -0.3216 |
-#> |.....................|     2.246 |     2.306 |  0.008241 |    0.8595 |
-#> |.....................|   0.06138 |    0.5417 |    0.7859 |     1.140 |
-#> |.....................|     1.379 |     1.014 |...........|...........|
-#> |    X|     455.46876 |     93.13 |  0.002419 |    0.2648 |    0.7250 |
-#> |.....................|     9.450 |     2.306 |  0.008241 |    0.8595 |
-#> |.....................|   0.06138 |    0.5417 |    0.7859 |     1.140 |
-#> |.....................|     1.379 |     1.014 |...........|...........|
-#> |   70|     453.13548 |    0.9926 |    -1.633 |   -0.9913 |   -0.9976 |
-#> |.....................|   -0.9216 |    0.9941 |    -2.263 |    -1.345 |
-#> |.....................|    0.8563 |   -0.9728 |    -1.008 |   -0.8230 |
-#> |.....................|   -0.7030 |   -0.7398 |...........|...........|
-#> |    U|     453.13548 |     92.43 |    -5.937 |    -1.020 |   -0.2097 |
-#> |.....................|     2.215 |     2.240 |  0.009448 |    0.8833 |
-#> |.....................|   0.05632 |    0.6851 |    0.7575 |     1.268 |
-#> |.....................|     1.248 |     1.212 |...........|...........|
-#> |    X|     453.13548 |     92.43 |  0.002640 |    0.2651 |    0.8108 |
-#> |.....................|     9.161 |     2.240 |  0.009448 |    0.8833 |
-#> |.....................|   0.05632 |    0.6851 |    0.7575 |     1.268 |
-#> |.....................|     1.248 |     1.212 |...........|...........|
-#> |   71|     453.54485 |    0.9910 |    -1.615 |   -0.9910 |   -0.9747 |
-#> |.....................|   -0.9280 |    0.9706 |    -2.247 |    -1.337 |
-#> |.....................|    0.7875 |   -0.9341 |    -1.014 |   -0.8015 |
-#> |.....................|   -0.7281 |   -0.7020 |...........|...........|
-#> |    U|     453.54485 |     92.28 |    -5.919 |    -1.019 |   -0.1868 |
-#> |.....................|     2.209 |     2.226 |  0.009694 |    0.8882 |
-#> |.....................|   0.05529 |    0.7144 |    0.7517 |     1.294 |
-#> |.....................|     1.221 |     1.253 |...........|...........|
-#> |    X|     453.54485 |     92.28 |  0.002688 |    0.2651 |    0.8296 |
-#> |.....................|     9.103 |     2.226 |  0.009694 |    0.8882 |
-#> |.....................|   0.05529 |    0.7144 |    0.7517 |     1.294 |
-#> |.....................|     1.221 |     1.253 |...........|...........|
-#> |   72|     453.87696 |    0.9902 |    -1.606 |   -0.9909 |   -0.9627 |
-#> |.....................|   -0.9313 |    0.9582 |    -2.238 |    -1.332 |
-#> |.....................|    0.7513 |   -0.9138 |    -1.018 |   -0.7903 |
-#> |.....................|   -0.7413 |   -0.6822 |...........|...........|
-#> |    U|     453.87696 |     92.21 |    -5.909 |    -1.019 |   -0.1748 |
-#> |.....................|     2.205 |     2.219 |  0.009824 |    0.8908 |
-#> |.....................|   0.05474 |    0.7298 |    0.7487 |     1.307 |
-#> |.....................|     1.207 |     1.274 |...........|...........|
-#> |    X|     453.87696 |     92.21 |  0.002714 |    0.2652 |    0.8396 |
-#> |.....................|     9.072 |     2.219 |  0.009824 |    0.8908 |
-#> |.....................|   0.05474 |    0.7298 |    0.7487 |     1.307 |
-#> |.....................|     1.207 |     1.274 |...........|...........|
-#> |   73|     452.40810 |     1.003 |    -1.604 |   -0.9910 |   -0.9601 |
-#> |.....................|   -0.9321 |    0.9550 |    -2.236 |    -1.332 |
-#> |.....................|    0.7430 |   -0.9087 |    -1.018 |   -0.7892 |
-#> |.....................|   -0.7449 |   -0.6781 |...........|...........|
-#> |    U|      452.4081 |     93.41 |    -5.907 |    -1.019 |   -0.1722 |
-#> |.....................|     2.204 |     2.217 |  0.009851 |    0.8908 |
-#> |.....................|   0.05462 |    0.7337 |    0.7487 |     1.309 |
-#> |.....................|     1.203 |     1.278 |...........|...........|
-#> |    X|      452.4081 |     93.41 |  0.002719 |    0.2652 |    0.8418 |
-#> |.....................|     9.065 |     2.217 |  0.009851 |    0.8908 |
-#> |.....................|   0.05462 |    0.7337 |    0.7487 |     1.309 |
-#> |.....................|     1.203 |     1.278 |...........|...........|
-#> |    F| Forward Diff. |    -20.28 |    0.3985 |   -0.9900 |   -0.3302 |
-#> |.....................|   -0.4580 |    -3.509 |   -0.7634 |    -5.125 |
-#> |.....................|    -3.224 |     3.921 |     4.784 |    -8.607 |
-#> |.....................|    -4.910 |    -1.049 |...........|...........|
-#> |   74|     452.35774 |     1.005 |    -1.605 |   -0.9906 |   -0.9617 |
-#> |.....................|   -0.9314 |    0.9567 |    -2.238 |    -1.332 |
-#> |.....................|    0.7462 |   -0.9112 |    -1.018 |   -0.7890 |
-#> |.....................|   -0.7417 |   -0.6810 |...........|...........|
-#> |    U|     452.35774 |     93.58 |    -5.909 |    -1.019 |   -0.1738 |
-#> |.....................|     2.205 |     2.218 |  0.009828 |    0.8908 |
-#> |.....................|   0.05467 |    0.7317 |    0.7485 |     1.309 |
-#> |.....................|     1.207 |     1.275 |...........|...........|
-#> |    X|     452.35774 |     93.58 |  0.002715 |    0.2652 |    0.8405 |
-#> |.....................|     9.072 |     2.218 |  0.009828 |    0.8908 |
-#> |.....................|   0.05467 |    0.7317 |    0.7485 |     1.309 |
-#> |.....................|     1.207 |     1.275 |...........|...........|
-#> |    F| Forward Diff. |     9.319 |    0.4042 |   -0.9262 |   -0.3428 |
-#> |.....................|   -0.3413 |    -3.482 |   -0.6441 |    -5.151 |
-#> |.....................|    -3.223 |     3.864 |     4.863 |    -8.623 |
-#> |.....................|    -4.770 |    -1.217 |...........|...........|
-#> |   75|     452.31017 |     1.003 |    -1.607 |   -0.9902 |   -0.9631 |
-#> |.....................|   -0.9307 |    0.9586 |    -2.239 |    -1.332 |
-#> |.....................|    0.7493 |   -0.9137 |    -1.019 |   -0.7876 |
-#> |.....................|   -0.7383 |   -0.6834 |...........|...........|
-#> |    U|     452.31017 |     93.41 |    -5.910 |    -1.019 |   -0.1752 |
-#> |.....................|     2.206 |     2.219 |  0.009807 |    0.8910 |
-#> |.....................|   0.05471 |    0.7298 |    0.7478 |     1.310 |
-#> |.....................|     1.210 |     1.273 |...........|...........|
-#> |    X|     452.31017 |     93.41 |  0.002711 |    0.2653 |    0.8393 |
-#> |.....................|     9.078 |     2.219 |  0.009807 |    0.8910 |
-#> |.....................|   0.05471 |    0.7298 |    0.7478 |     1.310 |
-#> |.....................|     1.210 |     1.273 |...........|...........|
-#> |    F| Forward Diff. |    -20.20 |    0.3903 |   -0.9767 |   -0.3983 |
-#> |.....................|   -0.4106 |    -3.495 |   -0.7375 |    -5.052 |
-#> |.....................|    -3.297 |     3.718 |     4.704 |    -8.538 |
-#> |.....................|    -4.606 |    -1.295 |...........|...........|
-#> |   76|     452.25868 |     1.005 |    -1.609 |   -0.9898 |   -0.9648 |
-#> |.....................|   -0.9300 |    0.9604 |    -2.241 |    -1.332 |
-#> |.....................|    0.7529 |   -0.9160 |    -1.019 |   -0.7870 |
-#> |.....................|   -0.7354 |   -0.6858 |...........|...........|
-#> |    U|     452.25868 |     93.58 |    -5.912 |    -1.018 |   -0.1770 |
-#> |.....................|     2.207 |     2.220 |  0.009778 |    0.8908 |
-#> |.....................|   0.05477 |    0.7281 |    0.7476 |     1.311 |
-#> |.....................|     1.213 |     1.270 |...........|...........|
-#> |    X|     452.25868 |     93.58 |  0.002707 |    0.2654 |    0.8378 |
-#> |.....................|     9.084 |     2.220 |  0.009778 |    0.8908 |
-#> |.....................|   0.05477 |    0.7281 |    0.7476 |     1.311 |
-#> |.....................|     1.213 |     1.270 |...........|...........|
-#> |    F| Forward Diff. |     8.768 |    0.3959 |   -0.9108 |   -0.4152 |
-#> |.....................|   -0.2985 |    -3.789 |   -0.7277 |    -5.480 |
-#> |.....................|    -3.800 |     3.463 |     7.165 |    -8.525 |
-#> |.....................|    -4.480 |    -1.429 |...........|...........|
-#> |   77|     452.20380 |     1.003 |    -1.610 |   -0.9896 |   -0.9665 |
-#> |.....................|   -0.9299 |    0.9625 |    -2.243 |    -1.331 |
-#> |.....................|    0.7574 |   -0.9182 |    -1.020 |   -0.7855 |
-#> |.....................|   -0.7330 |   -0.6868 |...........|...........|
-#> |    U|      452.2038 |     93.42 |    -5.913 |    -1.018 |   -0.1787 |
-#> |.....................|     2.207 |     2.221 |  0.009753 |    0.8912 |
-#> |.....................|   0.05483 |    0.7265 |    0.7464 |     1.313 |
-#> |.....................|     1.216 |     1.269 |...........|...........|
-#> |    X|      452.2038 |     93.42 |  0.002704 |    0.2654 |    0.8364 |
-#> |.....................|     9.085 |     2.221 |  0.009753 |    0.8912 |
-#> |.....................|   0.05483 |    0.7265 |    0.7464 |     1.313 |
-#> |.....................|     1.216 |     1.269 |...........|...........|
-#> |    F| Forward Diff. |    -17.51 |    0.3875 |   -0.9566 |   -0.4713 |
-#> |.....................|   -0.3666 |    -3.384 |   -0.7134 |    -4.862 |
-#> |.....................|    -3.257 |     3.566 |     3.539 |    -8.382 |
-#> |.....................|    -4.308 |    -1.428 |...........|...........|
-#> |   78|     452.15674 |     1.006 |    -1.611 |   -0.9895 |   -0.9681 |
-#> |.....................|   -0.9296 |    0.9646 |    -2.244 |    -1.331 |
-#> |.....................|    0.7624 |   -0.9204 |    -1.020 |   -0.7847 |
-#> |.....................|   -0.7317 |   -0.6876 |...........|...........|
-#> |    U|     452.15674 |     93.63 |    -5.915 |    -1.018 |   -0.1803 |
-#> |.....................|     2.207 |     2.222 |  0.009729 |    0.8915 |
-#> |.....................|   0.05491 |    0.7248 |    0.7463 |     1.314 |
-#> |.....................|     1.217 |     1.268 |...........|...........|
-#> |    X|     452.15674 |     93.63 |  0.002700 |    0.2654 |    0.8350 |
-#> |.....................|     9.088 |     2.222 |  0.009729 |    0.8915 |
-#> |.....................|   0.05491 |    0.7248 |    0.7463 |     1.314 |
-#> |.....................|     1.217 |     1.268 |...........|...........|
-#> |    F| Forward Diff. |     16.34 |    0.3942 |   -0.8917 |   -0.4820 |
-#> |.....................|   -0.2498 |    -3.403 |   -0.6022 |    -5.023 |
-#> |.....................|    -3.383 |     3.482 |     3.627 |    -8.397 |
-#> |.....................|    -4.266 |    -1.517 |...........|...........|
-#> |   79|     452.11013 |     1.004 |    -1.613 |   -0.9892 |   -0.9692 |
-#> |.....................|   -0.9285 |    0.9667 |    -2.245 |    -1.330 |
-#> |.....................|    0.7674 |   -0.9230 |    -1.020 |   -0.7840 |
-#> |.....................|   -0.7312 |   -0.6887 |...........|...........|
-#> |    U|     452.11013 |     93.48 |    -5.917 |    -1.018 |   -0.1814 |
-#> |.....................|     2.208 |     2.224 |  0.009710 |    0.8921 |
-#> |.....................|   0.05499 |    0.7229 |    0.7466 |     1.315 |
-#> |.....................|     1.218 |     1.267 |...........|...........|
-#> |    X|     452.11013 |     93.48 |  0.002694 |    0.2655 |    0.8341 |
-#> |.....................|     9.098 |     2.224 |  0.009710 |    0.8921 |
-#> |.....................|   0.05499 |    0.7229 |    0.7466 |     1.315 |
-#> |.....................|     1.218 |     1.267 |...........|...........|
-#> |    F| Forward Diff. |    -8.858 |    0.3784 |   -0.9339 |   -0.5242 |
-#> |.....................|   -0.2958 |    -3.274 |   -0.6451 |    -4.716 |
-#> |.....................|    -3.235 |     3.524 |     3.578 |    -8.323 |
-#> |.....................|    -4.226 |    -1.527 |...........|...........|
-#> |   80|     452.06081 |     1.006 |    -1.615 |   -0.9885 |   -0.9698 |
-#> |.....................|   -0.9277 |    0.9688 |    -2.247 |    -1.329 |
-#> |.....................|    0.7723 |   -0.9255 |    -1.020 |   -0.7822 |
-#> |.....................|   -0.7302 |   -0.6891 |...........|...........|
-#> |    U|     452.06081 |     93.65 |    -5.919 |    -1.017 |   -0.1820 |
-#> |.....................|     2.209 |     2.225 |  0.009693 |    0.8927 |
-#> |.....................|   0.05506 |    0.7209 |    0.7465 |     1.317 |
-#> |.....................|     1.219 |     1.266 |...........|...........|
-#> |    X|     452.06081 |     93.65 |  0.002689 |    0.2656 |    0.8336 |
-#> |.....................|     9.105 |     2.225 |  0.009693 |    0.8927 |
-#> |.....................|   0.05506 |    0.7209 |    0.7465 |     1.317 |
-#> |.....................|     1.219 |     1.266 |...........|...........|
-#> |    F| Forward Diff. |     18.08 |    0.3814 |   -0.8701 |   -0.5179 |
-#> |.....................|   -0.1901 |    -3.027 |   -0.4828 |    -4.583 |
-#> |.....................|    -3.046 |     3.385 |     4.724 |    -8.292 |
-#> |.....................|    -4.215 |    -1.583 |...........|...........|
-#> |   81|     452.00089 |     1.004 |    -1.618 |   -0.9864 |   -0.9698 |
-#> |.....................|   -0.9276 |    0.9701 |    -2.249 |    -1.331 |
-#> |.....................|    0.7751 |   -0.9261 |    -1.021 |   -0.7787 |
-#> |.....................|   -0.7281 |   -0.6889 |...........|...........|
-#> |    U|     452.00089 |     93.48 |    -5.921 |    -1.015 |   -0.1820 |
-#> |.....................|     2.209 |     2.226 |  0.009656 |    0.8916 |
-#> |.....................|   0.05510 |    0.7205 |    0.7459 |     1.321 |
-#> |.....................|     1.221 |     1.267 |...........|...........|
-#> |    X|     452.00089 |     93.48 |  0.002683 |    0.2660 |    0.8336 |
-#> |.....................|     9.107 |     2.226 |  0.009656 |    0.8916 |
-#> |.....................|   0.05510 |    0.7205 |    0.7459 |     1.321 |
-#> |.....................|     1.221 |     1.267 |...........|...........|
-#> |    F| Forward Diff. |    -8.141 |    0.3688 |   -0.8752 |   -0.5418 |
-#> |.....................|   -0.2687 |    -3.191 |   -0.6153 |    -4.612 |
-#> |.....................|    -3.168 |     3.248 |     4.602 |    -8.159 |
-#> |.....................|    -4.118 |    -1.545 |...........|...........|
-#> |   82|     451.94404 |     1.006 |    -1.619 |   -0.9850 |   -0.9696 |
-#> |.....................|   -0.9279 |    0.9711 |    -2.251 |    -1.332 |
-#> |.....................|    0.7767 |   -0.9258 |    -1.022 |   -0.7739 |
-#> |.....................|   -0.7256 |   -0.6877 |...........|...........|
-#> |    U|     451.94404 |     93.65 |    -5.922 |    -1.014 |   -0.1817 |
-#> |.....................|     2.209 |     2.226 |  0.009627 |    0.8908 |
-#> |.....................|   0.05512 |    0.7207 |    0.7445 |     1.327 |
-#> |.....................|     1.224 |     1.268 |...........|...........|
-#> |    X|     451.94404 |     93.65 |  0.002679 |    0.2663 |    0.8338 |
-#> |.....................|     9.104 |     2.226 |  0.009627 |    0.8908 |
-#> |.....................|   0.05512 |    0.7207 |    0.7445 |     1.327 |
-#> |.....................|     1.224 |     1.268 |...........|...........|
-#> |   83|     451.90577 |     1.006 |    -1.621 |   -0.9832 |   -0.9693 |
-#> |.....................|   -0.9284 |    0.9716 |    -2.254 |    -1.336 |
-#> |.....................|    0.7778 |   -0.9242 |    -1.023 |   -0.7696 |
-#> |.....................|   -0.7233 |   -0.6864 |...........|...........|
-#> |    U|     451.90577 |     93.65 |    -5.925 |    -1.012 |   -0.1815 |
-#> |.....................|     2.208 |     2.227 |  0.009581 |    0.8887 |
-#> |.....................|   0.05514 |    0.7219 |    0.7437 |     1.332 |
-#> |.....................|     1.226 |     1.269 |...........|...........|
-#> |    X|     451.90577 |     93.65 |  0.002673 |    0.2666 |    0.8340 |
-#> |.....................|     9.099 |     2.227 |  0.009581 |    0.8887 |
-#> |.....................|   0.05514 |    0.7219 |    0.7437 |     1.332 |
-#> |.....................|     1.226 |     1.269 |...........|...........|
-#> |   84|     451.74017 |     1.006 |    -1.632 |   -0.9740 |   -0.9682 |
-#> |.....................|   -0.9311 |    0.9738 |    -2.270 |    -1.354 |
-#> |.....................|    0.7839 |   -0.9163 |    -1.028 |   -0.7474 |
-#> |.....................|   -0.7117 |   -0.6796 |...........|...........|
-#> |    U|     451.74017 |     93.64 |    -5.935 |    -1.003 |   -0.1804 |
-#> |.....................|     2.205 |     2.228 |  0.009348 |    0.8780 |
-#> |.....................|   0.05523 |    0.7279 |    0.7400 |     1.359 |
-#> |.....................|     1.239 |     1.277 |...........|...........|
-#> |    X|     451.74017 |     93.64 |  0.002645 |    0.2683 |    0.8350 |
-#> |.....................|     9.074 |     2.228 |  0.009348 |    0.8780 |
-#> |.....................|   0.05523 |    0.7279 |    0.7400 |     1.359 |
-#> |.....................|     1.239 |     1.277 |...........|...........|
-#> |   85|     451.58673 |     1.005 |    -1.675 |   -0.9364 |   -0.9637 |
-#> |.....................|   -0.9422 |    0.9828 |    -2.333 |    -1.429 |
-#> |.....................|    0.8084 |   -0.8841 |    -1.045 |   -0.6570 |
-#> |.....................|   -0.6645 |   -0.6522 |...........|...........|
-#> |    U|     451.58673 |     93.57 |    -5.978 |   -0.9678 |   -0.1758 |
-#> |.....................|     2.194 |     2.233 |  0.008399 |    0.8346 |
-#> |.....................|   0.05560 |    0.7523 |    0.7245 |     1.469 |
-#> |.....................|     1.289 |     1.306 |...........|...........|
-#> |    X|     451.58673 |     93.57 |  0.002533 |    0.2753 |    0.8388 |
-#> |.....................|     8.974 |     2.233 |  0.008399 |    0.8346 |
-#> |.....................|   0.05560 |    0.7523 |    0.7245 |     1.469 |
-#> |.....................|     1.289 |     1.306 |...........|...........|
-#> |    F| Forward Diff. |     7.829 |    0.3494 |    0.8366 |   -0.4922 |
-#> |.....................|   -0.7083 |    -3.782 |   -0.9020 |    -9.523 |
-#> |.....................|    -4.571 |     4.733 |     3.935 |    -3.194 |
-#> |.....................|    -1.280 |    0.5510 |...........|...........|
-#> |   86|     450.56328 |     1.003 |    -1.760 |   -0.9418 |   -0.9563 |
-#> |.....................|   -0.9480 |     1.050 |    -2.445 |    -1.421 |
-#> |.....................|    0.9402 |   -0.9310 |    -1.041 |   -0.6107 |
-#> |.....................|   -0.6547 |   -0.6413 |...........|...........|
-#> |    U|     450.56328 |     93.41 |    -6.064 |   -0.9728 |   -0.1684 |
-#> |.....................|     2.189 |     2.272 |  0.006706 |    0.8396 |
-#> |.....................|   0.05758 |    0.7168 |    0.7280 |     1.525 |
-#> |.....................|     1.300 |     1.318 |...........|...........|
-#> |    X|     450.56328 |     93.41 |  0.002326 |    0.2743 |    0.8450 |
-#> |.....................|     8.923 |     2.272 |  0.006706 |    0.8396 |
-#> |.....................|   0.05758 |    0.7168 |    0.7280 |     1.525 |
-#> |.....................|     1.300 |     1.318 |...........|...........|
-#> |   87|     449.70344 |     1.004 |    -1.916 |   -0.9511 |   -0.9429 |
-#> |.....................|   -0.9589 |     1.170 |    -2.653 |    -1.409 |
-#> |.....................|     1.180 |    -1.015 |    -1.032 |   -0.5274 |
-#> |.....................|   -0.6372 |   -0.6210 |...........|...........|
-#> |    U|     449.70344 |     93.47 |    -6.220 |   -0.9817 |   -0.1550 |
-#> |.....................|     2.178 |     2.342 |  0.003591 |    0.8462 |
-#> |.....................|   0.06119 |    0.6534 |    0.7360 |     1.626 |
-#> |.....................|     1.318 |     1.340 |...........|...........|
-#> |    X|     449.70344 |     93.47 |  0.001990 |    0.2726 |    0.8564 |
-#> |.....................|     8.826 |     2.342 |  0.003591 |    0.8462 |
-#> |.....................|   0.06119 |    0.6534 |    0.7360 |     1.626 |
-#> |.....................|     1.318 |     1.340 |...........|...........|
-#> |    F| Forward Diff. |    -19.90 |   -0.3168 |    0.4549 |    0.1875 |
-#> |.....................|    -1.116 |   -0.4934 |  -0.07687 |    -3.113 |
-#> |.....................|    -2.715 |    -1.586 |     5.430 |     3.365 |
-#> |.....................|    0.3009 |     1.974 |...........|...........|
-#> |   88|     451.98935 |     1.002 |    -1.890 |    -1.062 |    -1.052 |
-#> |.....................|   -0.7983 |     1.243 |    -2.828 |    -1.513 |
-#> |.....................|     1.600 |    -1.043 |    -1.029 |   -0.6268 |
-#> |.....................|   -0.3463 |   -0.6648 |...........|...........|
-#> |    U|     451.98935 |     93.35 |    -6.193 |    -1.087 |   -0.2643 |
-#> |.....................|     2.338 |     2.384 | 0.0009551 |    0.7857 |
-#> |.....................|   0.06749 |    0.6319 |    0.7389 |     1.506 |
-#> |.....................|     1.629 |     1.293 |...........|...........|
-#> |    X|     451.98935 |     93.35 |  0.002043 |    0.2523 |    0.7677 |
-#> |.....................|     10.36 |     2.384 | 0.0009551 |    0.7857 |
-#> |.....................|   0.06749 |    0.6319 |    0.7389 |     1.506 |
-#> |.....................|     1.629 |     1.293 |...........|...........|
-#> |   89|     449.56377 |     1.005 |    -1.911 |   -0.9716 |   -0.9631 |
-#> |.....................|   -0.9292 |     1.184 |    -2.685 |    -1.428 |
-#> |.....................|     1.258 |    -1.020 |    -1.032 |   -0.5459 |
-#> |.....................|   -0.5835 |   -0.6292 |...........|...........|
-#> |    U|     449.56377 |     93.56 |    -6.215 |    -1.001 |   -0.1752 |
-#> |.....................|     2.207 |     2.350 |  0.003105 |    0.8351 |
-#> |.....................|   0.06235 |    0.6495 |    0.7362 |     1.604 |
-#> |.....................|     1.376 |     1.331 |...........|...........|
-#> |    X|     449.56377 |     93.56 |  0.002000 |    0.2687 |    0.8393 |
-#> |.....................|     9.092 |     2.350 |  0.003105 |    0.8351 |
-#> |.....................|   0.06235 |    0.6495 |    0.7362 |     1.604 |
-#> |.....................|     1.376 |     1.331 |...........|...........|
-#> |    F| Forward Diff. |    -8.503 |   -0.3085 |   -0.7128 |   -0.4858 |
-#> |.....................|   -0.1462 |   -0.3349 |  -0.04630 |    -2.615 |
-#> |.....................|    -2.539 |    -1.761 |     5.421 |     2.664 |
-#> |.....................|     3.069 |     1.771 |...........|...........|
-#> |   90|     449.37295 |     1.008 |    -1.883 |   -0.9569 |   -0.9753 |
-#> |.....................|   -0.9112 |     1.201 |    -2.710 |    -1.458 |
-#> |.....................|     1.352 |    -1.030 |    -1.036 |   -0.5467 |
-#> |.....................|   -0.5933 |   -0.6460 |...........|...........|
-#> |    U|     449.37295 |     93.89 |    -6.186 |   -0.9871 |   -0.1875 |
-#> |.....................|     2.225 |     2.360 |  0.002726 |    0.8181 |
-#> |.....................|   0.06377 |    0.6417 |    0.7326 |     1.603 |
-#> |.....................|     1.365 |     1.313 |...........|...........|
-#> |    X|     449.37295 |     93.89 |  0.002058 |    0.2715 |    0.8291 |
-#> |.....................|     9.256 |     2.360 |  0.002726 |    0.8181 |
-#> |.....................|   0.06377 |    0.6417 |    0.7326 |     1.603 |
-#> |.....................|     1.365 |     1.313 |...........|...........|
-#> |    F| Forward Diff. |     31.95 |   -0.2055 |    0.2861 |   -0.8772 |
-#> |.....................|    0.4589 |  0.008909 |   0.01409 |    -2.994 |
-#> |.....................|    -2.511 |    -2.129 |     5.021 |     2.567 |
-#> |.....................|     2.446 |     1.004 |...........|...........|
-#> |   91|     449.07232 |     1.007 |    -1.848 |   -0.9883 |   -0.9607 |
-#> |.....................|   -0.9269 |     1.208 |    -2.721 |    -1.473 |
-#> |.....................|     1.446 |    -1.013 |    -1.041 |   -0.5472 |
-#> |.....................|   -0.6000 |   -0.6251 |...........|...........|
-#> |    U|     449.07232 |     93.73 |    -6.151 |    -1.017 |   -0.1729 |
-#> |.....................|     2.210 |     2.364 |  0.002568 |    0.8093 |
-#> |.....................|   0.06518 |    0.6543 |    0.7283 |     1.602 |
-#> |.....................|     1.358 |     1.335 |...........|...........|
-#> |    X|     449.07232 |     93.73 |  0.002130 |    0.2656 |    0.8412 |
-#> |.....................|     9.113 |     2.364 |  0.002568 |    0.8093 |
-#> |.....................|   0.06518 |    0.6543 |    0.7283 |     1.602 |
-#> |.....................|     1.358 |     1.335 |...........|...........|
-#> |   92|     449.34581 |     1.013 |    -1.744 |    -1.083 |   -0.9172 |
-#> |.....................|   -0.9739 |     1.229 |    -2.752 |    -1.520 |
-#> |.....................|     1.728 |   -0.9642 |    -1.054 |   -0.5478 |
-#> |.....................|   -0.6192 |   -0.5619 |...........|...........|
-#> |    U|     449.34581 |     94.33 |    -6.047 |    -1.106 |   -0.1294 |
-#> |.....................|     2.163 |     2.376 |  0.002092 |    0.7821 |
-#> |.....................|   0.06942 |    0.6916 |    0.7169 |     1.601 |
-#> |.....................|     1.337 |     1.403 |...........|...........|
-#> |    X|     449.34581 |     94.33 |  0.002364 |    0.2486 |    0.8787 |
-#> |.....................|     8.694 |     2.376 |  0.002092 |    0.7821 |
-#> |.....................|   0.06942 |    0.6916 |    0.7169 |     1.601 |
-#> |.....................|     1.337 |     1.403 |...........|...........|
-#> |    F| Forward Diff. |     11.36 |  -0.08356 |    -1.544 |   -0.3785 |
-#> |.....................|  -0.02879 |    0.1985 |   0.04898 |    -2.532 |
-#> |.....................|    -2.210 |    -1.428 |     5.624 |     2.440 |
-#> |.....................|     2.104 |     1.894 |...........|...........|
-#> |   93|     449.83746 |    0.9966 |    -1.806 |   -0.8436 |   -0.9213 |
-#> |.....................|    -1.016 |     1.236 |    -2.752 |    -1.567 |
-#> |.....................|     1.816 |    -1.085 |    -1.056 |   -0.6567 |
-#> |.....................|   -0.5363 |   -0.5852 |...........|...........|
-#> |    U|     449.83746 |     92.80 |    -6.109 |   -0.8802 |   -0.1335 |
-#> |.....................|     2.121 |     2.380 |  0.002093 |    0.7548 |
-#> |.....................|   0.07074 |    0.5997 |    0.7149 |     1.469 |
-#> |.....................|     1.426 |     1.378 |...........|...........|
-#> |    X|     449.83746 |     92.80 |  0.002222 |    0.2931 |    0.8750 |
-#> |.....................|     8.340 |     2.380 |  0.002093 |    0.7548 |
-#> |.....................|   0.07074 |    0.5997 |    0.7149 |     1.469 |
-#> |.....................|     1.426 |     1.378 |...........|...........|
-#> |   94|     449.05525 |     1.000 |    -1.836 |   -0.9477 |   -0.9497 |
-#> |.....................|   -0.9515 |     1.216 |    -2.730 |    -1.498 |
-#> |.....................|     1.549 |    -1.033 |    -1.047 |   -0.5784 |
-#> |.....................|   -0.5830 |   -0.6146 |...........|...........|
-#> |    U|     449.05525 |     93.13 |    -6.140 |   -0.9784 |   -0.1618 |
-#> |.....................|     2.185 |     2.368 |  0.002436 |    0.7946 |
-#> |.....................|   0.06673 |    0.6395 |    0.7230 |     1.564 |
-#> |.....................|     1.376 |     1.346 |...........|...........|
-#> |    X|     449.05525 |     93.13 |  0.002156 |    0.2732 |    0.8506 |
-#> |.....................|     8.891 |     2.368 |  0.002436 |    0.7946 |
-#> |.....................|   0.06673 |    0.6395 |    0.7230 |     1.564 |
-#> |.....................|     1.376 |     1.346 |...........|...........|
-#> |    F| Forward Diff. |    -56.82 |  -0.05113 |    0.4930 |  -0.04031 |
-#> |.....................|    -1.049 |   0.03445 |  -0.05944 |    -2.319 |
-#> |.....................|    -2.208 |    -2.328 |     3.545 |    0.3775 |
-#> |.....................|     2.643 |     2.387 |...........|...........|
-#> |   95|     448.75128 |     1.006 |    -1.837 |   -0.9543 |   -0.9497 |
-#> |.....................|   -0.9537 |     1.219 |    -2.732 |    -1.514 |
-#> |.....................|     1.608 |    -1.030 |    -1.050 |   -0.5750 |
-#> |.....................|   -0.5860 |   -0.6263 |...........|...........|
-#> |    U|     448.75128 |     93.69 |    -6.140 |   -0.9847 |   -0.1618 |
-#> |.....................|     2.183 |     2.370 |  0.002396 |    0.7854 |
-#> |.....................|   0.06761 |    0.6415 |    0.7208 |     1.568 |
-#> |.....................|     1.373 |     1.334 |...........|...........|
-#> |    X|     448.75128 |     93.69 |  0.002154 |    0.2720 |    0.8506 |
-#> |.....................|     8.872 |     2.370 |  0.002396 |    0.7854 |
-#> |.....................|   0.06761 |    0.6415 |    0.7208 |     1.568 |
-#> |.....................|     1.373 |     1.334 |...........|...........|
-#> |    F| Forward Diff. |     6.795 |  -0.02569 |    0.3964 |   0.03329 |
-#> |.....................|   -0.8574 |    0.1774 |   0.01390 |    -2.462 |
-#> |.....................|    -2.149 |    -2.476 |     3.910 |     1.045 |
-#> |.....................|     2.743 |     2.014 |...........|...........|
-#> |   96|     448.60805 |     1.005 |    -1.844 |   -0.9658 |   -0.9658 |
-#> |.....................|   -0.9330 |     1.222 |    -2.731 |    -1.528 |
-#> |.....................|     1.652 |    -1.023 |    -1.051 |   -0.5597 |
-#> |.....................|   -0.5993 |   -0.6478 |...........|...........|
-#> |    U|     448.60805 |     93.55 |    -6.147 |   -0.9955 |   -0.1780 |
-#> |.....................|     2.204 |     2.372 |  0.002406 |    0.7773 |
-#> |.....................|   0.06828 |    0.6470 |    0.7198 |     1.587 |
-#> |.....................|     1.359 |     1.311 |...........|...........|
-#> |    X|     448.60805 |     93.55 |  0.002140 |    0.2698 |    0.8370 |
-#> |.....................|     9.057 |     2.372 |  0.002406 |    0.7773 |
-#> |.....................|   0.06828 |    0.6470 |    0.7198 |     1.587 |
-#> |.....................|     1.359 |     1.311 |...........|...........|
-#> |   97|     448.54893 |     1.004 |    -1.854 |   -0.9831 |   -0.9905 |
-#> |.....................|   -0.9018 |     1.226 |    -2.730 |    -1.550 |
-#> |.....................|     1.719 |    -1.013 |    -1.051 |   -0.5361 |
-#> |.....................|   -0.6188 |   -0.6800 |...........|...........|
-#> |    U|     448.54893 |     93.53 |    -6.157 |    -1.012 |   -0.2026 |
-#> |.....................|     2.235 |     2.374 |  0.002422 |    0.7645 |
-#> |.....................|   0.06928 |    0.6548 |    0.7192 |     1.616 |
-#> |.....................|     1.338 |     1.276 |...........|...........|
-#> |    X|     448.54893 |     93.53 |  0.002118 |    0.2666 |    0.8166 |
-#> |.....................|     9.344 |     2.374 |  0.002422 |    0.7645 |
-#> |.....................|   0.06928 |    0.6548 |    0.7192 |     1.616 |
-#> |.....................|     1.338 |     1.276 |...........|...........|
-#> |    F| Forward Diff. |    -11.31 |  -0.05480 |    -1.344 |    -1.332 |
-#> |.....................|    0.5363 |    0.1616 |  -0.02955 |    -2.282 |
-#> |.....................|    -1.949 |    -1.541 |     5.051 |     2.875 |
-#> |.....................|     1.005 |   -0.6800 |...........|...........|
-#> |   98|     448.23423 |     1.005 |    -1.862 |   -0.9802 |   -0.9885 |
-#> |.....................|   -0.8649 |     1.225 |    -2.731 |    -1.570 |
-#> |.....................|     1.863 |   -0.9934 |    -1.058 |   -0.5422 |
-#> |.....................|   -0.6330 |   -0.6404 |...........|...........|
-#> |    U|     448.23423 |     93.60 |    -6.165 |    -1.009 |   -0.2007 |
-#> |.....................|     2.272 |     2.374 |  0.002415 |    0.7529 |
-#> |.....................|   0.07145 |    0.6695 |    0.7131 |     1.608 |
-#> |.....................|     1.323 |     1.319 |...........|...........|
-#> |    X|     448.23423 |     93.60 |  0.002101 |    0.2671 |    0.8182 |
-#> |.....................|     9.695 |     2.374 |  0.002415 |    0.7529 |
-#> |.....................|   0.07145 |    0.6695 |    0.7131 |     1.608 |
-#> |.....................|     1.323 |     1.319 |...........|...........|
-#> |   99|     448.52797 |     1.003 |    -1.887 |   -0.9721 |   -0.9832 |
-#> |.....................|   -0.7539 |     1.222 |    -2.732 |    -1.631 |
-#> |.....................|     2.296 |   -0.9358 |    -1.078 |   -0.5592 |
-#> |.....................|   -0.6753 |   -0.5215 |...........|...........|
-#> |    U|     448.52797 |     93.41 |    -6.190 |    -1.001 |   -0.1954 |
-#> |.....................|     2.383 |     2.371 |  0.002396 |    0.7173 |
-#> |.....................|   0.07796 |    0.7131 |    0.6963 |     1.588 |
-#> |.....................|     1.277 |     1.446 |...........|...........|
-#> |    X|     448.52797 |     93.41 |  0.002050 |    0.2687 |    0.8225 |
-#> |.....................|     10.83 |     2.371 |  0.002396 |    0.7173 |
-#> |.....................|   0.07796 |    0.7131 |    0.6963 |     1.588 |
-#> |.....................|     1.277 |     1.446 |...........|...........|
-#> |    F| Forward Diff. |    -1.417 |  -0.03842 |    -1.058 |    -1.257 |
-#> |.....................|     1.697 |    0.2446 |   0.02601 |    -1.725 |
-#> |.....................|    -1.728 |   -0.7541 |     3.822 |     2.423 |
-#> |.....................|    0.4552 |     1.132 |...........|...........|
-#> |  100|     447.48636 |     1.010 |    -1.889 |    -1.018 |   -0.9136 |
-#> |.....................|   -0.9465 |     1.241 |    -2.741 |    -1.706 |
-#> |.....................|     2.465 |   -0.9635 |    -1.095 |   -0.5705 |
-#> |.....................|   -0.6276 |   -0.6598 |...........|...........|
-#> |    U|     447.48636 |     94.00 |    -6.193 |    -1.045 |   -0.1257 |
-#> |.....................|     2.190 |     2.383 |  0.002265 |    0.6743 |
-#> |.....................|   0.08050 |    0.6921 |    0.6807 |     1.574 |
-#> |.....................|     1.328 |     1.298 |...........|...........|
-#> |    X|     447.48636 |     94.00 |  0.002044 |    0.2602 |    0.8818 |
-#> |.....................|     8.935 |     2.383 |  0.002265 |    0.6743 |
-#> |.....................|   0.08050 |    0.6921 |    0.6807 |     1.574 |
-#> |.....................|     1.328 |     1.298 |...........|...........|
-#> |    F| Forward Diff. |     49.18 |   0.06228 |    -2.520 |     1.219 |
-#> |.....................|   -0.3402 |    0.5332 |   0.01803 |    -1.013 |
-#> |.....................|   -0.7363 |    0.9697 |     2.720 |    0.6118 |
-#> |.....................|    0.4882 |   -0.1519 |...........|...........|
-#> |  101|     448.59314 |     1.009 |    -1.906 |   -0.9798 |    -1.202 |
-#> |.....................|    -1.107 |     1.243 |    -2.730 |    -1.791 |
-#> |.....................|     2.989 |   -0.9474 |    -1.110 |   -0.5914 |
-#> |.....................|   -0.6423 |   -0.5882 |...........|...........|
-#> |    U|     448.59314 |     93.96 |    -6.209 |    -1.009 |   -0.4139 |
-#> |.....................|     2.029 |     2.384 |  0.002422 |    0.6247 |
-#> |.....................|   0.08837 |    0.7043 |    0.6679 |     1.549 |
-#> |.....................|     1.313 |     1.375 |...........|...........|
-#> |    X|     448.59314 |     93.96 |  0.002010 |    0.2672 |    0.6611 |
-#> |.....................|     7.610 |     2.384 |  0.002422 |    0.6247 |
-#> |.....................|   0.08837 |    0.7043 |    0.6679 |     1.549 |
-#> |.....................|     1.313 |     1.375 |...........|...........|
-#> |  102|     447.34338 |     1.004 |    -1.893 |    -1.010 |   -0.9727 |
-#> |.....................|   -0.9794 |     1.241 |    -2.739 |    -1.723 |
-#> |.....................|     2.572 |   -0.9603 |    -1.099 |   -0.5748 |
-#> |.....................|   -0.6307 |   -0.6452 |...........|...........|
-#> |    U|     447.34338 |     93.48 |    -6.196 |    -1.037 |   -0.1848 |
-#> |.....................|     2.157 |     2.383 |  0.002297 |    0.6642 |
-#> |.....................|   0.08211 |    0.6946 |    0.6778 |     1.569 |
-#> |.....................|     1.325 |     1.314 |...........|...........|
-#> |    X|     447.34338 |     93.48 |  0.002037 |    0.2617 |    0.8313 |
-#> |.....................|     8.647 |     2.383 |  0.002297 |    0.6642 |
-#> |.....................|   0.08211 |    0.6946 |    0.6778 |     1.569 |
-#> |.....................|     1.325 |     1.314 |...........|...........|
-#> |    F| Forward Diff. |    -27.99 |   0.05620 |    -2.283 |   -0.5861 |
-#> |.....................|    -1.399 |    0.3409 |  -0.05316 |   -0.7185 |
-#> |.....................|   -0.6589 |    0.7167 |     1.472 |    0.2167 |
-#> |.....................|    0.2339 |    0.7351 |...........|...........|
-#> |  103|     447.24116 |     1.004 |    -1.898 |   -0.9880 |   -0.9438 |
-#> |.....................|   -0.9421 |     1.243 |    -2.723 |    -1.759 |
-#> |.....................|     2.683 |   -0.9737 |    -1.096 |   -0.5790 |
-#> |.....................|   -0.6284 |   -0.6557 |...........|...........|
-#> |    U|     447.24116 |     93.50 |    -6.201 |    -1.017 |   -0.1559 |
-#> |.....................|     2.195 |     2.384 |  0.002530 |    0.6435 |
-#> |.....................|   0.08377 |    0.6844 |    0.6802 |     1.564 |
-#> |.....................|     1.328 |     1.302 |...........|...........|
-#> |    X|     447.24116 |     93.50 |  0.002027 |    0.2657 |    0.8556 |
-#> |.....................|     8.976 |     2.384 |  0.002530 |    0.6435 |
-#> |.....................|   0.08377 |    0.6844 |    0.6802 |     1.564 |
-#> |.....................|     1.328 |     1.302 |...........|...........|
-#> |    F| Forward Diff. |    -22.25 |   0.02611 |    -1.124 |    0.2366 |
-#> |.....................|   -0.4078 |    0.2597 |  -0.06938 |   -0.8187 |
-#> |.....................|   -0.5375 |  0.002218 |     1.533 |   -0.1306 |
-#> |.....................|    0.2372 |    0.1318 |...........|...........|
-#> |  104|     447.36545 |     1.010 |    -1.910 |   -0.9563 |    -1.018 |
-#> |.....................|   -0.9640 |     1.238 |    -2.696 |    -1.806 |
-#> |.....................|     2.921 |   -0.9760 |    -1.100 |   -0.5866 |
-#> |.....................|   -0.6320 |   -0.6434 |...........|...........|
-#> |    U|     447.36545 |     94.05 |    -6.214 |   -0.9866 |   -0.2304 |
-#> |.....................|     2.173 |     2.381 |  0.002941 |    0.6159 |
-#> |.....................|   0.08734 |    0.6827 |    0.6770 |     1.554 |
-#> |.....................|     1.324 |     1.315 |...........|...........|
-#> |    X|     447.36545 |     94.05 |  0.002002 |    0.2716 |    0.7942 |
-#> |.....................|     8.780 |     2.381 |  0.002941 |    0.6159 |
-#> |.....................|   0.08734 |    0.6827 |    0.6770 |     1.554 |
-#> |.....................|     1.324 |     1.315 |...........|...........|
-#> |  105|     447.25244 |     1.009 |    -1.902 |   -0.9770 |   -0.9694 |
-#> |.....................|   -0.9495 |     1.241 |    -2.714 |    -1.775 |
-#> |.....................|     2.765 |   -0.9745 |    -1.097 |   -0.5816 |
-#> |.....................|   -0.6297 |   -0.6515 |...........|...........|
-#> |    U|     447.25244 |     93.94 |    -6.205 |    -1.006 |   -0.1815 |
-#> |.....................|     2.187 |     2.383 |  0.002671 |    0.6341 |
-#> |.....................|   0.08500 |    0.6838 |    0.6790 |     1.560 |
-#> |.....................|     1.326 |     1.307 |...........|...........|
-#> |    X|     447.25244 |     93.94 |  0.002018 |    0.2677 |    0.8340 |
-#> |.....................|     8.909 |     2.383 |  0.002671 |    0.6341 |
-#> |.....................|   0.08500 |    0.6838 |    0.6790 |     1.560 |
-#> |.....................|     1.326 |     1.307 |...........|...........|
-#> |  106|     447.24908 |     1.008 |    -1.900 |   -0.9828 |   -0.9557 |
-#> |.....................|   -0.9455 |     1.242 |    -2.719 |    -1.766 |
-#> |.....................|     2.721 |   -0.9741 |    -1.097 |   -0.5802 |
-#> |.....................|   -0.6290 |   -0.6537 |...........|...........|
-#> |    U|     447.24908 |     93.91 |    -6.203 |    -1.012 |   -0.1678 |
-#> |.....................|     2.191 |     2.383 |  0.002596 |    0.6392 |
-#> |.....................|   0.08434 |    0.6841 |    0.6795 |     1.562 |
-#> |.....................|     1.327 |     1.304 |...........|...........|
-#> |    X|     447.24908 |     93.91 |  0.002023 |    0.2667 |    0.8455 |
-#> |.....................|     8.945 |     2.383 |  0.002596 |    0.6392 |
-#> |.....................|   0.08434 |    0.6841 |    0.6795 |     1.562 |
-#> |.....................|     1.327 |     1.304 |...........|...........|
-#> |  107|     447.25180 |     1.008 |    -1.899 |   -0.9855 |   -0.9493 |
-#> |.....................|   -0.9436 |     1.242 |    -2.721 |    -1.762 |
-#> |.....................|     2.700 |   -0.9739 |    -1.097 |   -0.5796 |
-#> |.....................|   -0.6287 |   -0.6548 |...........|...........|
-#> |    U|      447.2518 |     93.89 |    -6.202 |    -1.014 |   -0.1614 |
-#> |.....................|     2.193 |     2.383 |  0.002560 |    0.6416 |
-#> |.....................|   0.08403 |    0.6843 |    0.6798 |     1.563 |
-#> |.....................|     1.327 |     1.303 |...........|...........|
-#> |    X|      447.2518 |     93.89 |  0.002025 |    0.2662 |    0.8509 |
-#> |.....................|     8.962 |     2.383 |  0.002560 |    0.6416 |
-#> |.....................|   0.08403 |    0.6843 |    0.6798 |     1.563 |
-#> |.....................|     1.327 |     1.303 |...........|...........|
-#> |  108|     447.25421 |     1.008 |    -1.898 |   -0.9869 |   -0.9460 |
-#> |.....................|   -0.9426 |     1.242 |    -2.722 |    -1.760 |
-#> |.....................|     2.690 |   -0.9738 |    -1.096 |   -0.5792 |
-#> |.....................|   -0.6286 |   -0.6553 |...........|...........|
-#> |    U|     447.25421 |     93.88 |    -6.202 |    -1.015 |   -0.1582 |
-#> |.....................|     2.194 |     2.384 |  0.002542 |    0.6428 |
-#> |.....................|   0.08388 |    0.6843 |    0.6799 |     1.563 |
-#> |.....................|     1.327 |     1.303 |...........|...........|
-#> |    X|     447.25421 |     93.88 |  0.002026 |    0.2659 |    0.8537 |
-#> |.....................|     8.970 |     2.384 |  0.002542 |    0.6428 |
-#> |.....................|   0.08388 |    0.6843 |    0.6799 |     1.563 |
-#> |.....................|     1.327 |     1.303 |...........|...........|
-#> |  109|     447.24978 |     1.008 |    -1.898 |   -0.9878 |   -0.9438 |
-#> |.....................|   -0.9420 |     1.242 |    -2.723 |    -1.759 |
-#> |.....................|     2.683 |   -0.9737 |    -1.096 |   -0.5790 |
-#> |.....................|   -0.6285 |   -0.6557 |...........|...........|
-#> |    U|     447.24978 |     93.86 |    -6.201 |    -1.016 |   -0.1560 |
-#> |.....................|     2.195 |     2.384 |  0.002530 |    0.6436 |
-#> |.....................|   0.08377 |    0.6844 |    0.6800 |     1.564 |
-#> |.....................|     1.328 |     1.302 |...........|...........|
-#> |    X|     447.24978 |     93.86 |  0.002027 |    0.2657 |    0.8556 |
-#> |.....................|     8.976 |     2.384 |  0.002530 |    0.6436 |
-#> |.....................|   0.08377 |    0.6844 |    0.6800 |     1.564 |
-#> |.....................|     1.328 |     1.302 |...........|...........|
-#> |  110|     447.22094 |     1.006 |    -1.898 |   -0.9879 |   -0.9438 |
-#> |.....................|   -0.9420 |     1.243 |    -2.723 |    -1.759 |
-#> |.....................|     2.683 |   -0.9737 |    -1.096 |   -0.5790 |
-#> |.....................|   -0.6284 |   -0.6557 |...........|...........|
-#> |    U|     447.22094 |     93.66 |    -6.201 |    -1.016 |   -0.1560 |
-#> |.....................|     2.195 |     2.384 |  0.002530 |    0.6435 |
-#> |.....................|   0.08377 |    0.6844 |    0.6801 |     1.564 |
-#> |.....................|     1.328 |     1.302 |...........|...........|
-#> |    X|     447.22094 |     93.66 |  0.002027 |    0.2657 |    0.8556 |
-#> |.....................|     8.976 |     2.384 |  0.002530 |    0.6435 |
-#> |.....................|   0.08377 |    0.6844 |    0.6801 |     1.564 |
-#> |.....................|     1.328 |     1.302 |...........|...........|
-#> |    F| Forward Diff. |    0.7136 |   0.03206 |    -1.028 |    0.2620 |
-#> |.....................|   -0.3312 |    0.3050 |  -0.05505 |   -0.8960 |
-#> |.....................|   -0.4549 |   0.03409 |     2.494 |   -0.1555 |
-#> |.....................|    0.2265 |    0.1085 |...........|...........|
-#> |  111|     447.21344 |     1.005 |    -1.898 |   -0.9873 |   -0.9440 |
-#> |.....................|   -0.9418 |     1.242 |    -2.723 |    -1.758 |
-#> |.....................|     2.683 |   -0.9737 |    -1.098 |   -0.5789 |
-#> |.....................|   -0.6286 |   -0.6557 |...........|...........|
-#> |    U|     447.21344 |     93.62 |    -6.201 |    -1.016 |   -0.1561 |
-#> |.....................|     2.195 |     2.384 |  0.002531 |    0.6439 |
-#> |.....................|   0.08377 |    0.6844 |    0.6789 |     1.564 |
-#> |.....................|     1.327 |     1.302 |...........|...........|
-#> |    X|     447.21344 |     93.62 |  0.002027 |    0.2658 |    0.8555 |
-#> |.....................|     8.978 |     2.384 |  0.002531 |    0.6439 |
-#> |.....................|   0.08377 |    0.6844 |    0.6789 |     1.564 |
-#> |.....................|     1.327 |     1.302 |...........|...........|
-#> |    F| Forward Diff. |    -4.689 |   0.03686 |    -1.013 |    0.2539 |
-#> |.....................|   -0.3408 |    0.6592 |   0.03740 |   -0.5502 |
-#> |.....................|   -0.2201 |    0.3219 |     2.382 |   -0.1778 |
-#> |.....................|    0.2028 |   0.08770 |...........|...........|
-#> |  112|     447.19216 |     1.006 |    -1.899 |   -0.9854 |   -0.9463 |
-#> |.....................|   -0.9420 |     1.239 |    -2.724 |    -1.756 |
-#> |.....................|     2.680 |   -0.9744 |    -1.101 |   -0.5784 |
-#> |.....................|   -0.6293 |   -0.6560 |...........|...........|
-#> |    U|     447.19216 |     93.64 |    -6.203 |    -1.014 |   -0.1585 |
-#> |.....................|     2.195 |     2.382 |  0.002523 |    0.6453 |
-#> |.....................|   0.08373 |    0.6839 |    0.6759 |     1.564 |
-#> |.....................|     1.327 |     1.302 |...........|...........|
-#> |    X|     447.19216 |     93.64 |  0.002024 |    0.2662 |    0.8535 |
-#> |.....................|     8.976 |     2.382 |  0.002523 |    0.6453 |
-#> |.....................|   0.08373 |    0.6839 |    0.6759 |     1.564 |
-#> |.....................|     1.327 |     1.302 |...........|...........|
-#> |  113|     447.14896 |     1.005 |    -1.904 |   -0.9796 |   -0.9535 |
-#> |.....................|   -0.9426 |     1.230 |    -2.725 |    -1.748 |
-#> |.....................|     2.670 |   -0.9764 |    -1.111 |   -0.5767 |
-#> |.....................|   -0.6315 |   -0.6570 |...........|...........|
-#> |    U|     447.14896 |     93.56 |    -6.208 |    -1.009 |   -0.1657 |
-#> |.....................|     2.194 |     2.376 |  0.002500 |    0.6498 |
-#> |.....................|   0.08358 |    0.6823 |    0.6675 |     1.566 |
-#> |.....................|     1.324 |     1.301 |...........|...........|
-#> |    X|     447.14896 |     93.56 |  0.002014 |    0.2673 |    0.8473 |
-#> |.....................|     8.971 |     2.376 |  0.002500 |    0.6498 |
-#> |.....................|   0.08358 |    0.6823 |    0.6675 |     1.566 |
-#> |.....................|     1.324 |     1.301 |...........|...........|
-#> |  114|     447.12523 |     1.003 |    -1.923 |   -0.9566 |   -0.9821 |
-#> |.....................|   -0.9448 |     1.194 |    -2.731 |    -1.717 |
-#> |.....................|     2.632 |   -0.9846 |    -1.149 |   -0.5701 |
-#> |.....................|   -0.6401 |   -0.6607 |...........|...........|
-#> |    U|     447.12523 |     93.36 |    -6.227 |   -0.9868 |   -0.1943 |
-#> |.....................|     2.192 |     2.355 |  0.002410 |    0.6677 |
-#> |.....................|   0.08300 |    0.6762 |    0.6336 |     1.574 |
-#> |.....................|     1.315 |     1.297 |...........|...........|
-#> |    X|     447.12523 |     93.36 |  0.001976 |    0.2715 |    0.8234 |
-#> |.....................|     8.951 |     2.355 |  0.002410 |    0.6677 |
-#> |.....................|   0.08300 |    0.6762 |    0.6336 |     1.574 |
-#> |.....................|     1.315 |     1.297 |...........|...........|
-#> |    F| Forward Diff. |    -42.78 |    0.1470 |    0.5793 |   -0.8455 |
-#> |.....................|   -0.3546 |   -0.4331 |   -0.1071 |  -0.02049 |
-#> |.....................|   -0.3358 |   -0.3904 |    -2.177 |    0.2043 |
-#> |.....................|   -0.1377 |   -0.3207 |...........|...........|
-#> |  115|     447.09924 |     1.007 |    -1.940 |   -0.9416 |    -1.018 |
-#> |.....................|   -0.9550 |     1.181 |    -2.719 |    -1.734 |
-#> |.....................|     2.734 |   -0.9861 |    -1.153 |   -0.5706 |
-#> |.....................|   -0.6433 |   -0.6564 |...........|...........|
-#> |    U|     447.09924 |     93.80 |    -6.243 |   -0.9727 |   -0.2297 |
-#> |.....................|     2.182 |     2.348 |  0.002591 |    0.6578 |
-#> |.....................|   0.08453 |    0.6750 |    0.6303 |     1.574 |
-#> |.....................|     1.312 |     1.301 |...........|...........|
-#> |    X|     447.09924 |     93.80 |  0.001943 |    0.2743 |    0.7947 |
-#> |.....................|     8.860 |     2.348 |  0.002591 |    0.6578 |
-#> |.....................|   0.08453 |    0.6750 |    0.6303 |     1.574 |
-#> |.....................|     1.312 |     1.301 |...........|...........|
-#> |    F| Forward Diff. |     15.04 |    0.1387 |     1.646 |    -1.777 |
-#> |.....................|   -0.3749 |   -0.5049 |  -0.07528 |    0.1505 |
-#> |.....................|   -0.2071 |   -0.6675 |    -2.129 |    0.2735 |
-#> |.....................|  -0.05533 |   -0.2849 |...........|...........|
-#> |  116|     447.06926 |     1.008 |    -1.968 |   -0.9759 |   -0.9363 |
-#> |.....................|   -0.9300 |     1.192 |    -2.714 |    -1.733 |
-#> |.....................|     2.676 |   -0.9757 |    -1.142 |   -0.5672 |
-#> |.....................|   -0.6383 |   -0.6598 |...........|...........|
-#> |    U|     447.06926 |     93.90 |    -6.272 |    -1.005 |   -0.1484 |
-#> |.....................|     2.207 |     2.354 |  0.002664 |    0.6586 |
-#> |.....................|   0.08367 |    0.6829 |    0.6398 |     1.578 |
-#> |.....................|     1.317 |     1.298 |...........|...........|
-#> |    X|     447.06926 |     93.90 |  0.001889 |    0.2679 |    0.8621 |
-#> |.....................|     9.084 |     2.354 |  0.002664 |    0.6586 |
-#> |.....................|   0.08367 |    0.6829 |    0.6398 |     1.578 |
-#> |.....................|     1.317 |     1.298 |...........|...........|
-#> |    F| Forward Diff. |     31.57 |   0.06960 |   -0.1881 |    0.5445 |
-#> |.....................|    0.2088 |   -0.3879 |  -0.06801 |   -0.3419 |
-#> |.....................|   -0.4021 |   0.02711 |    -1.273 |    0.2199 |
-#> |.....................|   -0.1004 |   -0.4182 |...........|...........|
-#> |  117|     447.12806 |     1.006 |    -2.047 |   -0.9734 |   -0.9587 |
-#> |.....................|   -0.9336 |     1.189 |    -2.704 |    -1.764 |
-#> |.....................|     2.737 |   -0.9879 |    -1.112 |   -0.5826 |
-#> |.....................|   -0.6349 |   -0.6438 |...........|...........|
-#> |    U|     447.12806 |     93.67 |    -6.350 |    -1.003 |   -0.1708 |
-#> |.....................|     2.203 |     2.352 |  0.002825 |    0.6405 |
-#> |.....................|   0.08458 |    0.6737 |    0.6664 |     1.559 |
-#> |.....................|     1.321 |     1.315 |...........|...........|
-#> |    X|     447.12806 |     93.67 |  0.001747 |    0.2684 |    0.8430 |
-#> |.....................|     9.052 |     2.352 |  0.002825 |    0.6405 |
-#> |.....................|   0.08458 |    0.6737 |    0.6664 |     1.559 |
-#> |.....................|     1.321 |     1.315 |...........|...........|
-#> |  118|     447.05003 |     1.006 |    -1.997 |   -0.9750 |   -0.9445 |
-#> |.....................|   -0.9313 |     1.191 |    -2.710 |    -1.744 |
-#> |.....................|     2.698 |   -0.9801 |    -1.131 |   -0.5728 |
-#> |.....................|   -0.6370 |   -0.6539 |...........|...........|
-#> |    U|     447.05003 |     93.71 |    -6.300 |    -1.004 |   -0.1566 |
-#> |.....................|     2.205 |     2.354 |  0.002723 |    0.6520 |
-#> |.....................|   0.08400 |    0.6796 |    0.6495 |     1.571 |
-#> |.....................|     1.318 |     1.304 |...........|...........|
-#> |    X|     447.05003 |     93.71 |  0.001836 |    0.2681 |    0.8551 |
-#> |.....................|     9.073 |     2.354 |  0.002723 |    0.6520 |
-#> |.....................|   0.08400 |    0.6796 |    0.6495 |     1.571 |
-#> |.....................|     1.318 |     1.304 |...........|...........|
-#> |    F| Forward Diff. |     4.860 |  -0.01375 |   -0.2473 |    0.2780 |
-#> |.....................|   0.08862 |   -0.4372 |  -0.08802 |   -0.3404 |
-#> |.....................|   -0.3654 |   -0.2345 |   -0.3468 |   0.08396 |
-#> |.....................|  -0.01035 |  -0.06837 |...........|...........|
-#> |  119|     447.04716 |     1.006 |    -1.989 |   -0.9725 |   -0.9518 |
-#> |.....................|   -0.9334 |     1.193 |    -2.718 |    -1.756 |
-#> |.....................|     2.735 |   -0.9825 |    -1.129 |   -0.5738 |
-#> |.....................|   -0.6372 |   -0.6523 |...........|...........|
-#> |    U|     447.04716 |     93.69 |    -6.292 |    -1.002 |   -0.1639 |
-#> |.....................|     2.203 |     2.355 |  0.002610 |    0.6452 |
-#> |.....................|   0.08456 |    0.6777 |    0.6509 |     1.570 |
-#> |.....................|     1.318 |     1.306 |...........|...........|
-#> |    X|     447.04716 |     93.69 |  0.001850 |    0.2686 |    0.8488 |
-#> |.....................|     9.053 |     2.355 |  0.002610 |    0.6452 |
-#> |.....................|   0.08456 |    0.6777 |    0.6509 |     1.570 |
-#> |.....................|     1.318 |     1.306 |...........|...........|
-#> |    F| Forward Diff. |     2.456 | -0.007589 |   -0.1181 |   0.06051 |
-#> |.....................|   0.03158 |   -0.4028 |  -0.08358 |   -0.4018 |
-#> |.....................|   -0.3358 |   -0.3459 |   -0.2609 |   0.03632 |
-#> |.....................|  -0.03277 |   0.02331 |...........|...........|
-#> |  120|     447.04716 |     1.006 |    -1.989 |   -0.9725 |   -0.9518 |
-#> |.....................|   -0.9334 |     1.193 |    -2.718 |    -1.756 |
-#> |.....................|     2.735 |   -0.9825 |    -1.129 |   -0.5738 |
-#> |.....................|   -0.6372 |   -0.6523 |...........|...........|
-#> |    U|     447.04716 |     93.69 |    -6.292 |    -1.002 |   -0.1639 |
-#> |.....................|     2.203 |     2.355 |  0.002610 |    0.6452 |
-#> |.....................|   0.08456 |    0.6777 |    0.6509 |     1.570 |
-#> |.....................|     1.318 |     1.306 |...........|...........|
-#> |    X|     447.04716 |     93.69 |  0.001850 |    0.2686 |    0.8488 |
-#> |.....................|     9.053 |     2.355 |  0.002610 |    0.6452 |
-#> |.....................|   0.08456 |    0.6777 |    0.6509 |     1.570 |
-#> |.....................|     1.318 |     1.306 |...........|...........|
+#> |    F| Forward Diff. |    -37.33 |     1.920 |  -0.03157 |    0.1462 |
+#> |.....................|   -0.1145 |    -31.92 |    -6.433 |     3.018 |
+#> |.....................|    -1.919 |    0.6114 |     5.640 |    -7.155 |
+#> |.....................|    -5.876 |    -5.958 |...........|...........|
+#> |   31|     473.55376 |    0.9995 |    -1.031 |   -0.9130 |   -0.8973 |
+#> |.....................|   -0.8454 |   -0.3971 |   -0.8148 |   -0.9162 |
+#> |.....................|   -0.8581 |   -0.8855 |   -0.9368 |   -0.7563 |
+#> |.....................|   -0.7800 |   -0.7797 |...........|...........|
+#> |    U|     473.55376 |     92.95 |    -5.331 |   -0.9416 |   -0.1129 |
+#> |.....................|     2.300 |     1.482 |   0.03115 |     1.171 |
+#> |.....................|   0.03050 |    0.7531 |    0.8211 |     1.349 |
+#> |.....................|     1.164 |     1.168 |...........|...........|
+#> |    X|     473.55376 |     92.95 |  0.004838 |    0.2806 |    0.8932 |
+#> |.....................|     9.974 |     1.482 |   0.03115 |     1.171 |
+#> |.....................|   0.03050 |    0.7531 |    0.8211 |     1.349 |
+#> |.....................|     1.164 |     1.168 |...........|...........|
+#> |   32|     472.90182 |    0.9995 |    -1.035 |   -0.9132 |   -0.8977 |
+#> |.....................|   -0.8453 |   -0.3799 |   -0.8225 |   -0.9204 |
+#> |.....................|   -0.8527 |   -0.8861 |   -0.9447 |   -0.7510 |
+#> |.....................|   -0.7757 |   -0.7763 |...........|...........|
+#> |    U|     472.90182 |     92.96 |    -5.335 |   -0.9418 |   -0.1133 |
+#> |.....................|     2.300 |     1.493 |   0.03104 |     1.168 |
+#> |.....................|   0.03058 |    0.7527 |    0.8141 |     1.356 |
+#> |.....................|     1.169 |     1.172 |...........|...........|
+#> |    X|     472.90182 |     92.96 |  0.004819 |    0.2805 |    0.8929 |
+#> |.....................|     9.975 |     1.493 |   0.03104 |     1.168 |
+#> |.....................|   0.03058 |    0.7527 |    0.8141 |     1.356 |
+#> |.....................|     1.169 |     1.172 |...........|...........|
+#> |   33|     469.90339 |    0.9997 |    -1.054 |   -0.9142 |   -0.8996 |
+#> |.....................|   -0.8452 |   -0.2944 |   -0.8611 |   -0.9412 |
+#> |.....................|   -0.8255 |   -0.8889 |   -0.9843 |   -0.7249 |
+#> |.....................|   -0.7539 |   -0.7597 |...........|...........|
+#> |    U|     469.90339 |     92.98 |    -5.354 |   -0.9427 |   -0.1152 |
+#> |.....................|     2.300 |     1.544 |   0.03046 |     1.156 |
+#> |.....................|   0.03099 |    0.7505 |    0.7794 |     1.387 |
+#> |.....................|     1.192 |     1.190 |...........|...........|
+#> |    X|     469.90339 |     92.98 |  0.004727 |    0.2803 |    0.8912 |
+#> |.....................|     9.976 |     1.544 |   0.03046 |     1.156 |
+#> |.....................|   0.03099 |    0.7505 |    0.7794 |     1.387 |
+#> |.....................|     1.192 |     1.190 |...........|...........|
+#> |   34|     461.71523 |     1.001 |    -1.134 |   -0.9184 |   -0.9072 |
+#> |.....................|   -0.8447 |   0.05742 |    -1.020 |    -1.027 |
+#> |.....................|   -0.7136 |   -0.9005 |    -1.147 |   -0.6175 |
+#> |.....................|   -0.6642 |   -0.6913 |...........|...........|
+#> |    U|     461.71523 |     93.05 |    -5.434 |   -0.9467 |   -0.1228 |
+#> |.....................|     2.301 |     1.755 |   0.02808 |     1.105 |
+#> |.....................|   0.03267 |    0.7417 |    0.6368 |     1.518 |
+#> |.....................|     1.288 |     1.263 |...........|...........|
+#> |    X|     461.71523 |     93.05 |  0.004366 |    0.2795 |    0.8844 |
+#> |.....................|     9.981 |     1.755 |   0.02808 |     1.105 |
+#> |.....................|   0.03267 |    0.7417 |    0.6368 |     1.518 |
+#> |.....................|     1.288 |     1.263 |...........|...........|
+#> |    F| Forward Diff. |     11.20 |     1.045 |     1.020 |    0.3495 |
+#> |.....................|    0.7923 |    -15.00 |   -0.3969 |    -1.315 |
+#> |.....................|    -3.031 |    0.2676 |    -6.780 |    -1.078 |
+#> |.....................|  -0.09081 |    -1.463 |...........|...........|
+#> |   35|     459.94653 |     1.009 |    -1.206 |   -0.9768 |   -0.9283 |
+#> |.....................|   -0.8884 |    0.4547 |    -1.238 |   -0.9419 |
+#> |.....................|   -0.5030 |   -0.9080 |   -0.7892 |   -0.6450 |
+#> |.....................|   -0.7313 |   -0.6959 |...........|...........|
+#> |    U|     459.94653 |     93.85 |    -5.506 |    -1.002 |   -0.1439 |
+#> |.....................|     2.257 |     1.993 |   0.02480 |     1.155 |
+#> |.....................|   0.03583 |    0.7361 |    0.9504 |     1.484 |
+#> |.....................|     1.216 |     1.258 |...........|...........|
+#> |    X|     459.94653 |     93.85 |  0.004064 |    0.2686 |    0.8660 |
+#> |.....................|     9.554 |     1.993 |   0.02480 |     1.155 |
+#> |.....................|   0.03583 |    0.7361 |    0.9504 |     1.484 |
+#> |.....................|     1.216 |     1.258 |...........|...........|
+#> |    F| Forward Diff. |     117.0 |     1.389 |    -1.721 |   -0.1200 |
+#> |.....................|  0.004314 |    -5.763 |     2.093 |     3.426 |
+#> |.....................|    -1.378 |     2.600 |     15.14 |    -1.236 |
+#> |.....................|    -4.018 |    -1.529 |...........|...........|
+#> |   36|     458.11528 |     1.003 |    -1.307 |   -0.9477 |   -0.9422 |
+#> |.....................|   -0.9430 |    0.6906 |    -1.630 |   -0.8850 |
+#> |.....................|   -0.1864 |    -1.043 |   -0.8947 |   -0.8359 |
+#> |.....................|   -0.7822 |   -0.7759 |...........|...........|
+#> |    U|     458.11528 |     93.30 |    -5.607 |   -0.9742 |   -0.1578 |
+#> |.....................|     2.202 |     2.135 |   0.01893 |     1.190 |
+#> |.....................|   0.04058 |    0.6334 |    0.8579 |     1.253 |
+#> |.....................|     1.162 |     1.172 |...........|...........|
+#> |    X|     458.11528 |     93.30 |  0.003671 |    0.2740 |    0.8540 |
+#> |.....................|     9.046 |     2.135 |   0.01893 |     1.190 |
+#> |.....................|   0.04058 |    0.6334 |    0.8579 |     1.253 |
+#> |.....................|     1.162 |     1.172 |...........|...........|
+#> |    F| Forward Diff. |    -4.502 |    0.8367 |   -0.1865 |   -0.1361 |
+#> |.....................|   -0.6555 |    -2.945 |     1.425 |     8.523 |
+#> |.....................|   -0.6882 |    -2.700 |     7.982 |    -9.961 |
+#> |.....................|    -6.514 |    -5.474 |...........|...........|
+#> |   37|     454.42202 |     1.008 |    -1.411 |   -0.9501 |   -0.9563 |
+#> |.....................|   -0.9900 |    0.8215 |    -2.099 |    -1.032 |
+#> |.....................|    0.1520 |    -1.049 |   -0.9274 |   -0.7533 |
+#> |.....................|   -0.7158 |   -0.7241 |...........|...........|
+#> |    U|     454.42202 |     93.74 |    -5.711 |   -0.9765 |   -0.1719 |
+#> |.....................|     2.155 |     2.214 |   0.01188 |     1.102 |
+#> |.....................|   0.04565 |    0.6287 |    0.8293 |     1.353 |
+#> |.....................|     1.233 |     1.228 |...........|...........|
+#> |    X|     454.42202 |     93.74 |  0.003311 |    0.2736 |    0.8421 |
+#> |.....................|     8.631 |     2.214 |   0.01188 |     1.102 |
+#> |.....................|   0.04565 |    0.6287 |    0.8293 |     1.353 |
+#> |.....................|     1.233 |     1.228 |...........|...........|
+#> |   38|     451.48622 |     1.000 |    -1.659 |   -0.9551 |   -0.9914 |
+#> |.....................|    -1.111 |     1.029 |    -2.892 |    -1.353 |
+#> |.....................|    0.9897 |    -1.076 |   -0.9627 |   -0.6147 |
+#> |.....................|   -0.5957 |   -0.6379 |...........|...........|
+#> |    U|     451.48622 |     93.01 |    -5.959 |   -0.9812 |   -0.2070 |
+#> |.....................|     2.035 |     2.338 | 5.960e-07 |    0.9088 |
+#> |.....................|   0.05822 |    0.6083 |    0.7984 |     1.521 |
+#> |.....................|     1.361 |     1.320 |...........|...........|
+#> |    X|     451.48622 |     93.01 |  0.002583 |    0.2727 |    0.8130 |
+#> |.....................|     7.651 |     2.338 | 5.960e-07 |    0.9088 |
+#> |.....................|   0.05822 |    0.6083 |    0.7984 |     1.521 |
+#> |.....................|     1.361 |     1.320 |...........|...........|
+#> |    F| Forward Diff. |    -68.34 |   0.03355 |   0.09905 |    -1.306 |
+#> |.....................|    -5.058 |    -1.204 |  -0.09883 |    -1.076 |
+#> |.....................|    -2.726 |    -4.145 |     7.646 |   -0.5743 |
+#> |.....................|     2.003 |     2.613 |...........|...........|
+#> |   39|     453.25472 |     1.003 |    -2.027 |    -1.069 |   -0.8933 |
+#> |.....................|   -0.6960 |     1.084 |    -2.892 |    -1.695 |
+#> |.....................|     2.689 |   -0.4882 |    -1.206 |   -0.2814 |
+#> |.....................|   -0.7545 |   -0.8496 |...........|...........|
+#> |    U|     453.25472 |     93.31 |    -6.327 |    -1.089 |   -0.1089 |
+#> |.....................|     2.449 |     2.371 | 5.960e-07 |    0.7037 |
+#> |.....................|   0.08370 |     1.055 |    0.5857 |     1.926 |
+#> |.....................|     1.191 |     1.093 |...........|...........|
+#> |    X|     453.25472 |     93.31 |  0.001787 |    0.2519 |    0.8968 |
+#> |.....................|     11.58 |     2.371 | 5.960e-07 |    0.7037 |
+#> |.....................|   0.08370 |     1.055 |    0.5857 |     1.926 |
+#> |.....................|     1.191 |     1.093 |...........|...........|
+#> |   40|     449.59369 |     1.000 |    -1.818 |    -1.010 |   -0.9508 |
+#> |.....................|   -0.9364 |     1.052 |    -2.892 |    -1.498 |
+#> |.....................|     1.730 |   -0.8175 |    -1.073 |   -0.4671 |
+#> |.....................|   -0.6691 |   -0.7270 |...........|...........|
+#> |    U|     449.59369 |     93.04 |    -6.118 |    -1.033 |   -0.1664 |
+#> |.....................|     2.209 |     2.352 | 5.960e-07 |    0.8216 |
+#> |.....................|   0.06933 |    0.8048 |    0.7021 |     1.700 |
+#> |.....................|     1.282 |     1.225 |...........|...........|
+#> |    X|     449.59369 |     93.04 |  0.002202 |    0.2625 |    0.8467 |
+#> |.....................|     9.106 |     2.352 | 5.960e-07 |    0.8216 |
+#> |.....................|   0.06933 |    0.8048 |    0.7021 |     1.700 |
+#> |.....................|     1.282 |     1.225 |...........|...........|
+#> |    F| Forward Diff. |    -128.1 |    0.1096 |    -3.510 |   -0.1773 |
+#> |.....................|   -0.1823 |    -1.358 | -0.002263 |     1.313 |
+#> |.....................|    -1.294 |     5.530 |     5.100 |     4.831 |
+#> |.....................|    -1.292 |    -3.851 |...........|...........|
+#> |   41|     472.13387 |     1.020 |    -1.985 |   -0.7592 |   -0.7822 |
+#> |.....................|   -0.2976 |     1.062 |    -2.892 |    -1.866 |
+#> |.....................|     3.141 |   -0.7519 |    -1.136 |   -0.6405 |
+#> |.....................|   -0.7706 |   -0.2153 |...........|...........|
+#> |    U|     472.13387 |     94.83 |    -6.285 |   -0.7970 |  0.002176 |
+#> |.....................|     2.848 |     2.358 | 5.960e-07 |    0.6009 |
+#> |.....................|   0.09049 |    0.8547 |    0.6467 |     1.490 |
+#> |.....................|     1.174 |     1.773 |...........|...........|
+#> |    X|     472.13387 |     94.83 |  0.001864 |    0.3107 |     1.002 |
+#> |.....................|     17.25 |     2.358 | 5.960e-07 |    0.6009 |
+#> |.....................|   0.09049 |    0.8547 |    0.6467 |     1.490 |
+#> |.....................|     1.174 |     1.773 |...........|...........|
+#> |   42|     454.13083 |     1.030 |    -1.841 |   -0.9756 |   -0.9280 |
+#> |.....................|   -0.8501 |     1.054 |    -2.892 |    -1.548 |
+#> |.....................|     1.921 |   -0.8098 |    -1.082 |   -0.4916 |
+#> |.....................|   -0.6825 |   -0.6571 |...........|...........|
+#> |    U|     454.13083 |     95.82 |    -6.141 |    -1.000 |   -0.1436 |
+#> |.....................|     2.295 |     2.353 | 5.960e-07 |    0.7917 |
+#> |.....................|   0.07219 |    0.8106 |    0.6936 |     1.671 |
+#> |.....................|     1.268 |     1.299 |...........|...........|
+#> |    X|     454.13083 |     95.82 |  0.002153 |    0.2688 |    0.8663 |
+#> |.....................|     9.927 |     2.353 | 5.960e-07 |    0.7917 |
+#> |.....................|   0.07219 |    0.8106 |    0.6936 |     1.671 |
+#> |.....................|     1.268 |     1.299 |...........|...........|
+#> |   43|     454.81886 |     1.032 |    -1.823 |    -1.002 |   -0.9459 |
+#> |.....................|   -0.9179 |     1.053 |    -2.892 |    -1.509 |
+#> |.....................|     1.771 |   -0.8169 |    -1.076 |   -0.4733 |
+#> |.....................|   -0.6717 |   -0.7113 |...........|...........|
+#> |    U|     454.81886 |     95.94 |    -6.123 |    -1.025 |   -0.1614 |
+#> |.....................|     2.227 |     2.352 | 5.960e-07 |    0.8150 |
+#> |.....................|   0.06994 |    0.8052 |    0.6994 |     1.693 |
+#> |.....................|     1.280 |     1.241 |...........|...........|
+#> |    X|     454.81886 |     95.94 |  0.002192 |    0.2640 |    0.8509 |
+#> |.....................|     9.277 |     2.352 | 5.960e-07 |    0.8150 |
+#> |.....................|   0.06994 |    0.8052 |    0.6994 |     1.693 |
+#> |.....................|     1.280 |     1.241 |...........|...........|
+#> |   44|     449.57011 |     1.014 |    -1.818 |    -1.010 |   -0.9508 |
+#> |.....................|   -0.9364 |     1.053 |    -2.892 |    -1.499 |
+#> |.....................|     1.730 |   -0.8181 |    -1.073 |   -0.4676 |
+#> |.....................|   -0.6690 |   -0.7267 |...........|...........|
+#> |    U|     449.57011 |     94.27 |    -6.118 |    -1.033 |   -0.1664 |
+#> |.....................|     2.209 |     2.352 | 5.995e-07 |    0.8215 |
+#> |.....................|   0.06933 |    0.8044 |    0.7016 |     1.700 |
+#> |.....................|     1.283 |     1.225 |...........|...........|
+#> |    X|     449.57011 |     94.27 |  0.002202 |    0.2626 |    0.8467 |
+#> |.....................|     9.106 |     2.352 | 5.995e-07 |    0.8215 |
+#> |.....................|   0.06933 |    0.8044 |    0.7016 |     1.700 |
+#> |.....................|     1.283 |     1.225 |...........|...........|
+#> |    F| Forward Diff. |     126.9 |    0.1582 |    -2.201 |   0.05331 |
+#> |.....................|    0.4695 |   -0.6265 |   0.01503 |    0.4241 |
+#> |.....................|    -1.337 |     5.854 |     6.688 |     4.536 |
+#> |.....................|    -1.410 |    -4.016 |...........|...........|
+#> |   45|     449.14922 |     1.007 |    -1.818 |    -1.010 |   -0.9508 |
+#> |.....................|   -0.9364 |     1.053 |    -2.892 |    -1.499 |
+#> |.....................|     1.730 |   -0.8183 |    -1.074 |   -0.4678 |
+#> |.....................|   -0.6689 |   -0.7265 |...........|...........|
+#> |    U|     449.14922 |     93.66 |    -6.118 |    -1.033 |   -0.1664 |
+#> |.....................|     2.209 |     2.352 | 5.960e-07 |    0.8215 |
+#> |.....................|   0.06933 |    0.8042 |    0.7014 |     1.699 |
+#> |.....................|     1.283 |     1.225 |...........|...........|
+#> |    X|     449.14922 |     93.66 |  0.002202 |    0.2626 |    0.8467 |
+#> |.....................|     9.106 |     2.352 | 5.960e-07 |    0.8215 |
+#> |.....................|   0.06933 |    0.8042 |    0.7014 |     1.699 |
+#> |.....................|     1.283 |     1.225 |...........|...........|
+#> |    F| Forward Diff. |   -0.4066 |    0.1367 |    -2.828 |  -0.06013 |
+#> |.....................|    0.1445 |   -0.8286 |   0.01677 |    0.9213 |
+#> |.....................|    -1.224 |     4.943 |     4.017 |     5.223 |
+#> |.....................|    -1.311 |    -3.922 |...........|...........|
+#> |   46|     449.08136 |     1.007 |    -1.818 |    -1.008 |   -0.9507 |
+#> |.....................|   -0.9365 |     1.053 |    -2.892 |    -1.499 |
+#> |.....................|     1.731 |   -0.8217 |    -1.076 |   -0.4714 |
+#> |.....................|   -0.6680 |   -0.7238 |...........|...........|
+#> |    U|     449.08136 |     93.68 |    -6.118 |    -1.031 |   -0.1663 |
+#> |.....................|     2.209 |     2.353 | 5.960e-07 |    0.8212 |
+#> |.....................|   0.06934 |    0.8016 |    0.6990 |     1.695 |
+#> |.....................|     1.284 |     1.228 |...........|...........|
+#> |    X|     449.08136 |     93.68 |  0.002202 |    0.2629 |    0.8468 |
+#> |.....................|     9.105 |     2.353 | 5.960e-07 |    0.8212 |
+#> |.....................|   0.06934 |    0.8016 |    0.6990 |     1.695 |
+#> |.....................|     1.284 |     1.228 |...........|...........|
+#> |   47|     448.89872 |     1.008 |    -1.819 |    -1.002 |   -0.9506 |
+#> |.....................|   -0.9368 |     1.055 |    -2.892 |    -1.501 |
+#> |.....................|     1.734 |   -0.8317 |    -1.084 |   -0.4820 |
+#> |.....................|   -0.6654 |   -0.7159 |...........|...........|
+#> |    U|     448.89872 |     93.76 |    -6.119 |    -1.025 |   -0.1662 |
+#> |.....................|     2.209 |     2.354 | 5.960e-07 |    0.8200 |
+#> |.....................|   0.06938 |    0.7940 |    0.6918 |     1.682 |
+#> |.....................|     1.286 |     1.237 |...........|...........|
+#> |    X|     448.89872 |     93.76 |  0.002202 |    0.2640 |    0.8469 |
+#> |.....................|     9.102 |     2.354 | 5.960e-07 |    0.8200 |
+#> |.....................|   0.06938 |    0.7940 |    0.6918 |     1.682 |
+#> |.....................|     1.286 |     1.237 |...........|...........|
+#> |   48|     448.46351 |     1.011 |    -1.820 |   -0.9792 |   -0.9501 |
+#> |.....................|   -0.9380 |     1.062 |    -2.892 |    -1.509 |
+#> |.....................|     1.744 |   -0.8718 |    -1.117 |   -0.5244 |
+#> |.....................|   -0.6547 |   -0.6840 |...........|...........|
+#> |    U|     448.46351 |     94.07 |    -6.120 |    -1.004 |   -0.1657 |
+#> |.....................|     2.207 |     2.358 | 5.960e-07 |    0.8155 |
+#> |.....................|   0.06953 |    0.7635 |    0.6633 |     1.631 |
+#> |.....................|     1.298 |     1.271 |...........|...........|
+#> |    X|     448.46351 |     94.07 |  0.002199 |    0.2682 |    0.8473 |
+#> |.....................|     9.092 |     2.358 | 5.960e-07 |    0.8155 |
+#> |.....................|   0.06953 |    0.7635 |    0.6633 |     1.631 |
+#> |.....................|     1.298 |     1.271 |...........|...........|
+#> |    F| Forward Diff. |     75.37 |    0.2597 |   -0.1569 |   0.03608 |
+#> |.....................|    0.3501 |   -0.3601 |  -0.01324 |    0.5025 |
+#> |.....................|    -1.327 |     4.308 |    0.9122 |     2.456 |
+#> |.....................|   -0.5631 |    -1.887 |...........|...........|
+#> |   49|     448.12149 |     1.008 |    -1.833 |   -0.9950 |   -0.9378 |
+#> |.....................|   -0.8937 |     1.062 |    -2.892 |    -1.543 |
+#> |.....................|     1.827 |   -0.8899 |    -1.115 |   -0.5324 |
+#> |.....................|   -0.6574 |   -0.6703 |...........|...........|
+#> |    U|     448.12149 |     93.73 |    -6.133 |    -1.019 |   -0.1534 |
+#> |.....................|     2.252 |     2.358 | 5.960e-07 |    0.7948 |
+#> |.....................|   0.07077 |    0.7498 |    0.6653 |     1.621 |
+#> |.....................|     1.295 |     1.285 |...........|...........|
+#> |    X|     448.12149 |     93.73 |  0.002169 |    0.2653 |    0.8578 |
+#> |.....................|     9.504 |     2.358 | 5.960e-07 |    0.7948 |
+#> |.....................|   0.07077 |    0.7498 |    0.6653 |     1.621 |
+#> |.....................|     1.295 |     1.285 |...........|...........|
+#> |    F| Forward Diff. |     13.78 |    0.2222 |    -1.381 |    0.2569 |
+#> |.....................|     1.259 |   -0.5740 |  -0.02850 |    0.1620 |
+#> |.....................|    -1.241 |     3.503 |    0.9893 |     2.205 |
+#> |.....................|   -0.7124 |    -1.054 |...........|...........|
+#> |   50|     447.94443 |     1.007 |    -1.844 |   -0.9902 |   -0.9390 |
+#> |.....................|   -0.9059 |     1.062 |    -2.881 |    -1.561 |
+#> |.....................|     1.911 |   -0.9357 |    -1.119 |   -0.5167 |
+#> |.....................|   -0.6474 |   -0.7008 |...........|...........|
+#> |    U|     447.94443 |     93.62 |    -6.144 |    -1.014 |   -0.1546 |
+#> |.....................|     2.239 |     2.358 | 0.0001615 |    0.7838 |
+#> |.....................|   0.07204 |    0.7150 |    0.6617 |     1.640 |
+#> |.....................|     1.306 |     1.253 |...........|...........|
+#> |    X|     447.94443 |     93.62 |  0.002146 |    0.2662 |    0.8567 |
+#> |.....................|     9.388 |     2.358 | 0.0001615 |    0.7838 |
+#> |.....................|   0.07204 |    0.7150 |    0.6617 |     1.640 |
+#> |.....................|     1.306 |     1.253 |...........|...........|
+#> |    F| Forward Diff. |    -5.879 |    0.2071 |    -1.215 |    0.2527 |
+#> |.....................|    0.8228 |   -0.5096 |  -0.06036 |    0.4983 |
+#> |.....................|    -1.183 |     1.766 |     2.266 |     2.617 |
+#> |.....................|   -0.3179 |    -2.389 |...........|...........|
+#> |   51|     447.77390 |     1.007 |    -1.858 |    -1.003 |   -0.9470 |
+#> |.....................|   -0.9285 |     1.056 |    -2.855 |    -1.583 |
+#> |.....................|     2.006 |   -0.9406 |    -1.128 |   -0.5198 |
+#> |.....................|   -0.6539 |   -0.6964 |...........|...........|
+#> |    U|      447.7739 |     93.69 |    -6.158 |    -1.026 |   -0.1626 |
+#> |.....................|     2.217 |     2.354 | 0.0005494 |    0.7710 |
+#> |.....................|   0.07347 |    0.7113 |    0.6533 |     1.636 |
+#> |.....................|     1.299 |     1.257 |...........|...........|
+#> |    X|      447.7739 |     93.69 |  0.002117 |    0.2639 |    0.8500 |
+#> |.....................|     9.179 |     2.354 | 0.0005494 |    0.7710 |
+#> |.....................|   0.07347 |    0.7113 |    0.6533 |     1.636 |
+#> |.....................|     1.299 |     1.257 |...........|...........|
+#> |   52|     447.56301 |     1.006 |    -1.897 |    -1.041 |   -0.9708 |
+#> |.....................|   -0.9958 |     1.039 |    -2.777 |    -1.647 |
+#> |.....................|     2.291 |   -0.9540 |    -1.156 |   -0.5273 |
+#> |.....................|   -0.6737 |   -0.6848 |...........|...........|
+#> |    U|     447.56301 |     93.51 |    -6.197 |    -1.061 |   -0.1864 |
+#> |.....................|     2.150 |     2.344 |  0.001717 |    0.7326 |
+#> |.....................|   0.07774 |    0.7011 |    0.6293 |     1.627 |
+#> |.....................|     1.278 |     1.270 |...........|...........|
+#> |    X|     447.56301 |     93.51 |  0.002035 |    0.2570 |    0.8300 |
+#> |.....................|     8.581 |     2.344 |  0.001717 |    0.7326 |
+#> |.....................|   0.07774 |    0.7011 |    0.6293 |     1.627 |
+#> |.....................|     1.278 |     1.270 |...........|...........|
+#> |    F| Forward Diff. |    -30.60 |    0.2182 |    -4.075 |   -0.4855 |
+#> |.....................|    -1.237 |   -0.6626 |   -0.1062 |    0.6612 |
+#> |.....................|   -0.6049 |     1.074 |     1.318 |     2.279 |
+#> |.....................|    -1.614 |    -1.745 |...........|...........|
+#> |   53|     447.16930 |     1.007 |    -1.971 |   -0.9627 |   -0.9652 |
+#> |.....................|   -0.9709 |     1.044 |    -2.781 |    -1.732 |
+#> |.....................|     2.691 |   -0.9472 |    -1.156 |   -0.5162 |
+#> |.....................|   -0.6828 |   -0.6632 |...........|...........|
+#> |    U|      447.1693 |     93.67 |    -6.271 |   -0.9883 |   -0.1807 |
+#> |.....................|     2.174 |     2.347 |  0.001652 |    0.6812 |
+#> |.....................|   0.08374 |    0.7063 |    0.6288 |     1.641 |
+#> |.....................|     1.268 |     1.293 |...........|...........|
+#> |    X|      447.1693 |     93.67 |  0.001890 |    0.2713 |    0.8346 |
+#> |.....................|     8.798 |     2.347 |  0.001652 |    0.6812 |
+#> |.....................|   0.08374 |    0.7063 |    0.6288 |     1.641 |
+#> |.....................|     1.268 |     1.293 |...........|...........|
+#> |    F| Forward Diff. |    -3.693 |    0.1048 |    0.8560 |   -0.3278 |
+#> |.....................|   -0.6115 |   -0.5188 |  -0.09596 |    0.9789 |
+#> |.....................|   0.02585 |     1.094 |     1.548 |     2.318 |
+#> |.....................|    -2.079 |   -0.9259 |...........|...........|
+#> |   54|     447.68852 |     1.013 |    -2.042 |    -1.008 |   -0.9421 |
+#> |.....................|   -0.9288 |     1.034 |    -2.709 |    -1.852 |
+#> |.....................|     3.037 |   -0.9368 |    -1.153 |   -0.6162 |
+#> |.....................|   -0.5399 |   -0.6984 |...........|...........|
+#> |    U|     447.68852 |     94.21 |    -6.342 |    -1.031 |   -0.1577 |
+#> |.....................|     2.217 |     2.341 |  0.002735 |    0.6094 |
+#> |.....................|   0.08893 |    0.7142 |    0.6313 |     1.519 |
+#> |.....................|     1.420 |     1.255 |...........|...........|
+#> |    X|     447.68852 |     94.21 |  0.001761 |    0.2629 |    0.8541 |
+#> |.....................|     9.176 |     2.341 |  0.002735 |    0.6094 |
+#> |.....................|   0.08893 |    0.7142 |    0.6313 |     1.519 |
+#> |.....................|     1.420 |     1.255 |...........|...........|
+#> |   55|     447.15405 |     1.011 |    -1.991 |   -0.9760 |   -0.9584 |
+#> |.....................|   -0.9586 |     1.042 |    -2.761 |    -1.767 |
+#> |.....................|     2.789 |   -0.9450 |    -1.157 |   -0.5460 |
+#> |.....................|   -0.6410 |   -0.6726 |...........|...........|
+#> |    U|     447.15405 |     94.04 |    -6.291 |    -1.001 |   -0.1740 |
+#> |.....................|     2.187 |     2.346 |  0.001959 |    0.6605 |
+#> |.....................|   0.08521 |    0.7080 |    0.6287 |     1.605 |
+#> |.....................|     1.312 |     1.283 |...........|...........|
+#> |    X|     447.15405 |     94.04 |  0.001852 |    0.2688 |    0.8403 |
+#> |.....................|     8.906 |     2.346 |  0.001959 |    0.6605 |
+#> |.....................|   0.08521 |    0.7080 |    0.6287 |     1.605 |
+#> |.....................|     1.312 |     1.283 |...........|...........|
+#> |    F| Forward Diff. |     53.59 |   0.07914 |    0.2662 |   -0.1234 |
+#> |.....................|   -0.1097 |   -0.6518 |  -0.06086 |    0.6193 |
+#> |.....................|  -0.05679 |     1.445 |    0.6511 |     1.197 |
+#> |.....................|   -0.1794 |    -1.326 |...........|...........|
+#> |   56|     447.09915 |     1.005 |    -2.002 |   -0.9768 |   -0.9545 |
+#> |.....................|   -0.9567 |     1.042 |    -2.752 |    -1.789 |
+#> |.....................|     2.838 |   -0.9392 |    -1.155 |   -0.5617 |
+#> |.....................|   -0.6261 |   -0.6787 |...........|...........|
+#> |    U|     447.09915 |     93.47 |    -6.302 |    -1.002 |   -0.1701 |
+#> |.....................|     2.189 |     2.346 |  0.002096 |    0.6471 |
+#> |.....................|   0.08594 |    0.7123 |    0.6298 |     1.586 |
+#> |.....................|     1.328 |     1.276 |...........|...........|
+#> |    X|     447.09915 |     93.47 |  0.001833 |    0.2686 |    0.8436 |
+#> |.....................|     8.923 |     2.346 |  0.002096 |    0.6471 |
+#> |.....................|   0.08594 |    0.7123 |    0.6298 |     1.586 |
+#> |.....................|     1.328 |     1.276 |...........|...........|
+#> |    F| Forward Diff. |    -33.97 |   0.05091 |   -0.1219 |  -0.09607 |
+#> |.....................|   -0.3249 |   -0.8735 |   -0.1278 |    0.5888 |
+#> |.....................|   0.06635 |     1.636 |    -1.923 |    0.5172 |
+#> |.....................|    0.5270 |    -1.419 |...........|...........|
+#> |   57|     447.01951 |     1.007 |    -2.009 |   -0.9874 |   -0.9450 |
+#> |.....................|   -0.9329 |     1.053 |    -2.780 |    -1.808 |
+#> |.....................|     2.841 |   -0.9693 |    -1.155 |   -0.5556 |
+#> |.....................|   -0.6514 |   -0.6721 |...........|...........|
+#> |    U|     447.01951 |     93.64 |    -6.309 |    -1.012 |   -0.1606 |
+#> |.....................|     2.212 |     2.352 |  0.001680 |    0.6361 |
+#> |.....................|   0.08598 |    0.6895 |    0.6300 |     1.593 |
+#> |.....................|     1.301 |     1.283 |...........|...........|
+#> |    X|     447.01951 |     93.64 |  0.001820 |    0.2667 |    0.8517 |
+#> |.....................|     9.138 |     2.352 |  0.001680 |    0.6361 |
+#> |.....................|   0.08598 |    0.6895 |    0.6300 |     1.593 |
+#> |.....................|     1.301 |     1.283 |...........|...........|
+#> |    F| Forward Diff. |    -6.500 |   0.04518 |   -0.6412 |    0.1616 |
+#> |.....................|    0.3106 |   -0.6054 |  -0.07873 |   -0.1077 |
+#> |.....................|   -0.1002 |    0.2460 |     1.553 |    0.4490 |
+#> |.....................|   -0.8245 |    -1.132 |...........|...........|
+#> |   58|     447.04861 |     1.009 |    -2.019 |   -0.9927 |   -0.9476 |
+#> |.....................|   -0.9252 |     1.054 |    -2.796 |    -1.779 |
+#> |.....................|     2.878 |   -0.9737 |    -1.157 |   -0.5487 |
+#> |.....................|   -0.6291 |   -0.6521 |...........|...........|
+#> |    U|     447.04861 |     93.85 |    -6.319 |    -1.017 |   -0.1632 |
+#> |.....................|     2.220 |     2.353 |  0.001429 |    0.6532 |
+#> |.....................|   0.08654 |    0.6862 |    0.6280 |     1.601 |
+#> |.....................|     1.325 |     1.305 |...........|...........|
+#> |    X|     447.04861 |     93.85 |  0.001802 |    0.2657 |    0.8494 |
+#> |.....................|     9.209 |     2.353 |  0.001429 |    0.6532 |
+#> |.....................|   0.08654 |    0.6862 |    0.6280 |     1.601 |
+#> |.....................|     1.325 |     1.305 |...........|...........|
+#> |   59|     447.01937 |     1.009 |    -2.012 |   -0.9891 |   -0.9459 |
+#> |.....................|   -0.9304 |     1.053 |    -2.785 |    -1.798 |
+#> |.....................|     2.853 |   -0.9708 |    -1.156 |   -0.5534 |
+#> |.....................|   -0.6439 |   -0.6653 |...........|...........|
+#> |    U|     447.01937 |     93.80 |    -6.312 |    -1.013 |   -0.1615 |
+#> |.....................|     2.215 |     2.353 |  0.001597 |    0.6418 |
+#> |.....................|   0.08617 |    0.6884 |    0.6292 |     1.596 |
+#> |.....................|     1.309 |     1.291 |...........|...........|
+#> |    X|     447.01937 |     93.80 |  0.001814 |    0.2664 |    0.8509 |
+#> |.....................|     9.161 |     2.353 |  0.001597 |    0.6418 |
+#> |.....................|   0.08617 |    0.6884 |    0.6292 |     1.596 |
+#> |.....................|     1.309 |     1.291 |...........|...........|
+#> |    F| Forward Diff. |     15.62 |   0.04451 |   -0.6370 |    0.1658 |
+#> |.....................|    0.4720 |   -0.4967 |  -0.06076 |    0.2478 |
+#> |.....................|   0.07878 |    0.2929 |    0.7908 |    0.7364 |
+#> |.....................|   -0.2169 |   -0.8458 |...........|...........|
+#> |   60|     447.00331 |     1.007 |    -2.016 |   -0.9874 |   -0.9487 |
+#> |.....................|   -0.9321 |     1.057 |    -2.790 |    -1.800 |
+#> |.....................|     2.856 |   -0.9696 |    -1.156 |   -0.5575 |
+#> |.....................|   -0.6423 |   -0.6633 |...........|...........|
+#> |    U|     447.00331 |     93.68 |    -6.316 |    -1.012 |   -0.1643 |
+#> |.....................|     2.213 |     2.355 |  0.001526 |    0.6406 |
+#> |.....................|   0.08622 |    0.6893 |    0.6295 |     1.591 |
+#> |.....................|     1.311 |     1.293 |...........|...........|
+#> |    X|     447.00331 |     93.68 |  0.001807 |    0.2667 |    0.8485 |
+#> |.....................|     9.146 |     2.355 |  0.001526 |    0.6406 |
+#> |.....................|   0.08622 |    0.6893 |    0.6295 |     1.591 |
+#> |.....................|     1.311 |     1.293 |...........|...........|
+#> |    F| Forward Diff. |    -1.749 |   0.03581 |   -0.6032 |   0.06997 |
+#> |.....................|    0.3775 |   -0.4012 |  -0.08782 |    0.2553 |
+#> |.....................|  0.001918 |    0.1783 |     1.513 |    0.3567 |
+#> |.....................|   -0.3333 |   -0.7379 |...........|...........|
+#> |   61|     446.99944 |     1.008 |    -2.018 |   -0.9851 |   -0.9476 |
+#> |.....................|   -0.9359 |     1.058 |    -2.787 |    -1.806 |
+#> |.....................|     2.859 |   -0.9671 |    -1.156 |   -0.5614 |
+#> |.....................|   -0.6427 |   -0.6650 |...........|...........|
+#> |    U|     446.99944 |     93.70 |    -6.318 |    -1.009 |   -0.1632 |
+#> |.....................|     2.209 |     2.355 |  0.001564 |    0.6369 |
+#> |.....................|   0.08626 |    0.6911 |    0.6291 |     1.586 |
+#> |.....................|     1.311 |     1.291 |...........|...........|
+#> |    X|     446.99944 |     93.70 |  0.001804 |    0.2671 |    0.8494 |
+#> |.....................|     9.111 |     2.355 |  0.001564 |    0.6369 |
+#> |.....................|   0.08626 |    0.6911 |    0.6291 |     1.586 |
+#> |.....................|     1.311 |     1.291 |...........|...........|
+#> |    F| Forward Diff. |     2.474 |   0.03546 |   -0.4554 |    0.1057 |
+#> |.....................|    0.2777 |   -0.4692 |  -0.06549 |   0.06429 |
+#> |.....................|  -0.09650 |    0.2331 |    0.6150 |    0.1626 |
+#> |.....................|   -0.3753 |   -0.8072 |...........|...........|
+#> |   62|     446.99641 |     1.007 |    -2.020 |   -0.9846 |   -0.9460 |
+#> |.....................|   -0.9366 |     1.059 |    -2.790 |    -1.808 |
+#> |.....................|     2.868 |   -0.9676 |    -1.156 |   -0.5621 |
+#> |.....................|   -0.6420 |   -0.6633 |...........|...........|
+#> |    U|     446.99641 |     93.67 |    -6.320 |    -1.009 |   -0.1616 |
+#> |.....................|     2.209 |     2.356 |  0.001530 |    0.6356 |
+#> |.....................|   0.08639 |    0.6908 |    0.6287 |     1.585 |
+#> |.....................|     1.311 |     1.293 |...........|...........|
+#> |    X|     446.99641 |     93.67 |  0.001800 |    0.2672 |    0.8508 |
+#> |.....................|     9.105 |     2.356 |  0.001530 |    0.6356 |
+#> |.....................|   0.08639 |    0.6908 |    0.6287 |     1.585 |
+#> |.....................|     1.311 |     1.293 |...........|...........|
+#> |    F| Forward Diff. |    -2.070 |   0.03317 |   -0.4443 |    0.1488 |
+#> |.....................|    0.2478 |   -0.4968 |  -0.07674 |   0.09423 |
+#> |.....................|  -0.05318 |    0.2365 |    0.6058 |    0.5619 |
+#> |.....................|   -0.3013 |   -0.7224 |...........|...........|
+#> |   63|     446.99641 |     1.007 |    -2.020 |   -0.9846 |   -0.9460 |
+#> |.....................|   -0.9366 |     1.059 |    -2.790 |    -1.808 |
+#> |.....................|     2.868 |   -0.9676 |    -1.156 |   -0.5621 |
+#> |.....................|   -0.6420 |   -0.6633 |...........|...........|
+#> |    U|     446.99641 |     93.67 |    -6.320 |    -1.009 |   -0.1616 |
+#> |.....................|     2.209 |     2.356 |  0.001530 |    0.6356 |
+#> |.....................|   0.08639 |    0.6908 |    0.6287 |     1.585 |
+#> |.....................|     1.311 |     1.293 |...........|...........|
+#> |    X|     446.99641 |     93.67 |  0.001800 |    0.2672 |    0.8508 |
+#> |.....................|     9.105 |     2.356 |  0.001530 |    0.6356 |
+#> |.....................|   0.08639 |    0.6908 |    0.6287 |     1.585 |
+#> |.....................|     1.311 |     1.293 |...........|...........|
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo
f_nlmixr_dfop_sfo_saem_obs_tc <- nlmixr(f_mmkin_tc["DFOP-SFO", ], est = "saem",
   error_model = "obs_tc")
-
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> 1:    9.1294e+01  -5.0486e+00  -1.7441e+00  -3.5640e+00  -2.1387e+00   4.8639e-01   5.5948e+00   1.4680e+00   1.1057e+00   2.3810e+00   4.8150e-01   4.3452e-01   1.0359e+01   2.3790e-05   7.8082e+00   5.1813e-01
-#> 2:    9.1224e+01  -5.2308e+00  -1.9743e+00  -4.0115e+00  -1.8311e+00   9.8058e-02   5.3151e+00   1.3946e+00   1.0504e+00   2.8908e+00   4.5742e-01   5.2252e-01   5.9132e+00   5.7000e-04   6.5362e+00   1.8571e-07
-#> 3:    9.1371e+01  -5.5075e+00  -2.1136e+00  -4.0542e+00  -1.4871e+00  -4.1222e-02   5.0493e+00   1.3249e+00   9.9785e-01   3.4546e+00   4.3455e-01   6.3380e-01   4.0626e+00   1.0302e-05   4.6845e+00   5.0378e-04
-#> 4:    91.3391   -5.7912   -2.1450   -3.9623   -1.3302   -0.1356    4.7969    1.2586    0.9480    3.2819    0.4128    0.6021    3.3624    0.0249    3.6770    0.0248
-#> 5:    91.5018   -6.0214   -2.1492   -3.9323   -1.2118   -0.0647    4.5570    1.1957    0.9006    3.1178    0.3922    0.5720    2.9393    0.0349    3.1610    0.0371
-#> 6:    91.4496   -5.8734   -2.0974   -3.9977   -1.0936   -0.0608    4.3292    1.3347    0.8695    3.1231    0.3726    0.5434    2.5921    0.0366    2.7534    0.0396
-#> 7:    91.6540   -5.8545   -2.1019   -3.9268   -0.9717   -0.1622    4.1127    1.8221    0.8771    2.9670    0.3539    0.5162    2.3468    0.0466    2.4323    0.0474
-#> 8:    91.7226   -5.8139   -2.0764   -4.0030   -0.9804   -0.1283    3.9071    2.3972    0.9978    2.9945    0.3362    0.4904    2.0001    0.0405    2.0620    0.0557
-#> 9:    91.9975   -5.6339   -2.0812   -3.9379   -0.9156   -0.0654    4.4265    2.2773    0.9479    3.0945    0.3194    0.4659    1.8817    0.0397    1.4473    0.0845
-#> 10:    91.9477   -5.6101   -2.0459   -3.8821   -0.9368   -0.0428    4.9868    2.2787    0.9297    3.2162    0.3035    0.4426    1.6910    0.0397    1.3759    0.0892
-#> 11:    92.1798   -5.5425   -2.0676   -3.9349   -0.9248   -0.0339    5.0312    2.1648    0.8832    3.0554    0.2883    0.4205    1.6613    0.0375    1.3387    0.0823
-#> 12:    92.1456   -5.6294   -2.1011   -3.8899   -0.9195   -0.0410    4.7796    2.0565    0.9077    3.1066    0.3013    0.3995    1.6018    0.0393    1.5496    0.0691
-#> 13:    91.6764   -5.5607   -2.0911   -3.8832   -0.9268   -0.0367    4.5407    1.9537    0.9246    3.0425    0.2862    0.3795    1.6900    0.0350    1.4050    0.0712
-#> 14:    91.4832   -5.5007   -2.1133   -3.8869   -0.9208   -0.0202    4.3136    1.8560    0.8795    3.0389    0.2719    0.3605    1.5526    0.0389    1.7056    0.0502
-#> 15:    91.7854   -5.4454   -2.1124   -3.8750   -0.8842   -0.0608    4.0979    1.7632    0.9004    3.0463    0.2583    0.3425    1.6201    0.0384    1.2463    0.0747
-#> 16:    91.7608   -5.4097   -2.1449   -3.8750   -0.8797   -0.0532    3.8930    1.6751    0.9666    3.0463    0.2454    0.3254    1.6086    0.0384    1.0840    0.0850
-#> 17:    91.6692   -5.5401   -2.1688   -3.8762   -0.9022   -0.0101    3.6984    1.8405    1.0323    2.9672    0.2331    0.3091    1.4625    0.0371    1.1135    0.0841
-#> 18:    91.3169   -5.5720   -2.1777   -3.8851   -0.9396    0.0040    3.5135    1.8186    1.0419    3.0783    0.2215    0.2936    1.4778    0.0396    1.3403    0.0732
-#> 19:    91.4384   -5.6696   -2.1469   -3.8892   -0.9318   -0.0103    3.3378    2.2700    1.0489    3.0592    0.2128    0.2790    1.3854    0.0379    1.1760    0.0858
-#> 20:    91.3273   -5.7800   -2.1388   -3.9004   -0.9536   -0.0159    3.1709    2.7506    1.0297    3.0477    0.2021    0.2650    1.4542    0.0419    1.1576    0.0856
-#> 21:    91.7477   -5.7952   -2.1436   -3.9164   -0.9263   -0.0184    3.0124    3.0737    1.0414    3.0435    0.1948    0.2518    1.5026    0.0398    1.1833    0.0791
-#> 22:    91.6492   -6.0575   -2.1196   -3.9168   -0.9471   -0.0153    2.8617    4.1317    1.0322    3.0494    0.1850    0.2392    1.4351    0.0409    1.0739    0.0873
-#> 23:    91.8536   -6.2824   -2.1596   -3.9174   -0.9405    0.0031    2.7187    5.3935    1.0143    3.1085    0.1758    0.2272    1.4534    0.0404    1.0651    0.0805
-#> 24:    92.1616   -6.2246   -2.0912   -3.9224   -0.9338    0.0118    2.5827    5.7533    0.9636    3.0780    0.1741    0.2158    1.5863    0.0336    1.0915    0.0804
-#> 25:    92.2576   -6.2746   -2.1058   -3.9587   -0.9355    0.0189    2.4536    5.4656    0.9706    3.3477    0.1780    0.2051    1.4555    0.0365    1.0838    0.0782
-#> 26:    92.3314   -6.1739   -2.1211   -3.9676   -0.9474    0.0525    2.4934    5.5785    0.9981    3.3705    0.1835    0.1948    1.4433    0.0379    1.1300    0.0783
-#> 27:    92.8206   -6.1111   -2.0900   -3.9787   -0.9472    0.0058    2.5201    5.4329    1.0145    3.5013    0.1856    0.1851    1.4484    0.0391    1.1809    0.0723
-#> 28:    92.8685   -6.0934   -2.0963   -3.9872   -0.9693    0.0053    2.9812    5.1612    0.9925    3.5416    0.1816    0.1758    1.4713    0.0389    1.1766    0.0704
-#> 29:    92.6774   -5.8779   -2.0833   -3.9954   -0.9546   -0.0099    4.3751    4.9032    1.0762    3.5483    0.1755    0.1670    1.4844    0.0378    1.3435    0.0599
-#> 30:    92.6704   -5.9657   -2.0746   -3.9920   -0.9342   -0.0329    4.1563    4.6580    1.0571    3.5382    0.1667    0.1587    1.4510    0.0427    1.2218    0.0678
-#> 31:    92.4139   -5.7428   -2.0922   -3.9765   -0.9178   -0.0302    3.9485    4.4251    1.0210    3.5601    0.1596    0.1507    1.5981    0.0349    1.3086    0.0619
-#> 32:    92.8243   -5.8072   -2.1154   -3.9699   -0.9130    0.0065    3.7511    4.2039    1.0622    3.4768    0.1667    0.1432    1.5321    0.0333    1.3779    0.0611
-#> 33:    92.8737   -5.6655   -2.1132   -3.9763   -0.9155    0.0183    3.5635    3.9937    1.1068    3.5075    0.1583    0.1360    1.5351    0.0341    1.2700    0.0673
-#> 34:    93.0233   -5.7429   -2.1022   -3.9648   -0.9057    0.0202    3.3853    3.7940    1.0830    3.4532    0.1504    0.1292    1.5128    0.0368    1.1942    0.0702
-#> 35:    93.1333   -5.7707   -2.1003   -4.0004   -0.9031    0.0201    3.2161    3.6043    1.1161    3.4701    0.1429    0.1228    1.6003    0.0307    1.1387    0.0734
-#> 36:    93.1398   -5.7700   -2.1168   -3.9678   -0.9038    0.0107    3.0553    3.4241    1.1209    3.4126    0.1358    0.1166    1.4919    0.0331    1.0642    0.0755
-#> 37:    92.8847   -5.6651   -2.1538   -3.9634   -0.9176    0.0364    2.9995    3.2529    1.1108    3.3776    0.1402    0.1173    1.5093    0.0396    1.1550    0.0693
-#> 38:    93.2326   -5.5244   -2.1571   -3.9909   -0.9231    0.0179    2.8832    3.0902    1.0763    3.5170    0.1332    0.1205    1.4962    0.0472    1.1657    0.0679
-#> 39:    92.9946   -5.4516   -2.1475   -3.9365   -0.9067    0.0309    3.0986    2.9357    1.0562    3.4194    0.1265    0.1251    1.4786    0.0464    1.1183    0.0721
-#> 40:    93.2028   -5.6148   -2.1367   -3.9235   -0.9048    0.0099    2.9436    2.7889    1.1256    3.3460    0.1241    0.1288    1.4515    0.0459    1.0449    0.0753
-#> 41:    93.1297   -5.4665   -2.0545   -4.0108   -0.9136   -0.0216    2.7964    2.6495    1.1471    3.4754    0.1281    0.1223    1.7359    0.0321    1.0876    0.0780
-#> 42:    93.0469   -5.3767   -2.0820   -4.0213   -0.9361   -0.0264    2.6566    2.5170    1.0897    3.5120    0.1411    0.1162    1.7070    0.0276    1.2377    0.0691
-#> 43:    93.3305   -5.4943   -2.0910   -4.0226   -0.9414   -0.0201    2.5238    2.3912    1.0896    3.4589    0.1621    0.1126    1.5584    0.0393    1.1485    0.0705
-#> 44:    93.2566   -5.4919   -2.1016   -4.0718   -0.9373    0.0024    2.3976    2.2716    1.0451    3.8959    0.1612    0.1162    1.5769    0.0286    1.2778    0.0693
-#> 45:    93.0284   -5.4885   -2.1012   -4.0740   -0.9202   -0.0197    2.2777    2.1580    1.0268    3.9297    0.1553    0.1104    1.5589    0.0289    1.1388    0.0778
-#> 46:    92.7188   -5.5807   -2.1102   -4.0875   -0.9465    0.0076    2.1638    2.2084    0.9840    4.0322    0.1475    0.1048    1.6729    0.0295    1.2763    0.0735
-#> 47:    92.6718   -5.5108   -2.1268   -4.0638   -0.9220    0.0131    2.0556    2.0980    1.0064    3.8306    0.1475    0.0996    1.6527    0.0271    1.3190    0.0659
-#> 48:    92.6727   -5.5268   -2.1326   -4.0693   -0.8999    0.0259    1.9529    2.2445    1.0387    3.8064    0.1459    0.0946    1.6587    0.0283    1.3555    0.0604
-#> 49:    92.5230   -5.5592   -2.1701   -4.0595   -0.9087    0.0350    1.8552    2.5181    1.0238    3.7514    0.1552    0.0899    1.5473    0.0307    1.2437    0.0662
-#> 50:    92.4920   -5.5778   -2.1309   -4.0711   -0.9317    0.0383    1.7625    2.6771    1.0203    3.7435    0.1587    0.0854    1.5727    0.0330    1.2555    0.0611
-#> 51:    92.4606   -5.5485   -2.1346   -4.0687   -0.9148    0.0638    1.6743    2.8079    1.0402    3.6978    0.1513    0.0811    1.5476    0.0335    1.2744    0.0658
-#> 52:    92.6305   -5.6829   -2.1658   -4.0697   -0.9298    0.0848    1.5906    2.8530    1.0565    3.6998    0.1644    0.0798    1.4751    0.0296    1.1351    0.0747
-#> 53:    92.6412   -5.5519   -2.1984   -4.1605   -0.9472    0.0803    1.8328    2.7103    1.0501    4.4111    0.1626    0.0758    1.5735    0.0343    1.2247    0.0643
-#> 54:    92.7616   -5.5718   -2.1826   -4.2028   -0.9382    0.0939    1.9108    2.5748    1.0708    4.7287    0.1775    0.0720    1.4860    0.0299    1.2190    0.0638
-#> 55:    92.8466   -5.6434   -2.1590   -4.0501   -0.9219    0.0660    2.3709    2.4461    1.0399    4.4922    0.1686    0.0684    1.5899    0.0297    1.2586    0.0598
-#> 56:    92.8839   -5.6503   -2.1758   -4.0467   -0.9265    0.0765    2.2523    2.3238    1.0755    4.2676    0.1698    0.0666    1.5357    0.0319    1.1854    0.0633
-#> 57:    92.8882   -5.3950   -2.1926   -4.0282   -0.9455    0.0600    2.4994    2.2076    1.0411    4.0542    0.1684    0.0633    1.5839    0.0342    1.2789    0.0612
-#> 58:    92.9510   -5.4362   -2.1993   -4.0402   -0.9349    0.0576    2.3744    2.0972    1.0184    3.8515    0.1757    0.0604    1.5796    0.0328    1.3027    0.0570
-#> 59:    92.8806   -5.4605   -2.2176   -4.2201   -0.9360    0.0998    2.2557    1.9923    1.0248    5.1421    0.1904    0.0573    1.6469    0.0325    1.4177    0.0534
-#> 60:    92.8606   -5.4697   -2.2016   -4.1707   -0.9218    0.0747    2.1429    1.8927    1.0489    4.8850    0.1809    0.0545    1.5984    0.0318    1.2879    0.0589
-#> 61:    92.8939   -5.5167   -2.2169   -4.1567   -0.9434    0.0680    2.1067    1.9160    1.0677    4.6408    0.1775    0.0517    1.5223    0.0404    1.2033    0.0623
-#> 62:    93.1569   -5.6121   -2.2073   -4.1427   -0.9431    0.0717    2.5977    2.0627    1.0518    4.5133    0.1758    0.0494    1.4644    0.0364    1.1857    0.0621
-#> 63:    93.2362   -5.5056   -2.1832   -4.0832   -0.9433    0.0754    3.4639    1.9596    1.0905    4.2877    0.1851    0.0536    1.5500    0.0320    1.2533    0.0610
-#> 64:    93.3935   -5.4320   -2.1735   -4.0754   -0.9601    0.0719    5.0337    1.8616    1.0723    4.0733    0.1907    0.0649    1.5436    0.0270    1.4154    0.0546
-#> 65:    93.1102   -5.5419   -2.1870   -4.0496   -0.9481    0.0753    5.0250    1.9760    1.1263    3.8696    0.1902    0.0617    1.4779    0.0262    1.1326    0.0712
-#> 66:    92.9832   -5.7640   -2.1941   -4.0532   -0.9444    0.0635    5.2049    2.6553    1.1258    3.7699    0.1915    0.0586    1.4926    0.0307    1.0960    0.0645
-#> 67:    92.6674   -5.6976   -2.1858   -4.0855   -0.9209    0.0562    4.9447    2.5225    1.1285    4.0204    0.1948    0.0556    1.4667    0.0315    1.1023    0.0650
-#> 68:    92.7718   -5.7724   -2.1760   -4.0242   -0.9354    0.0441    4.6975    2.8536    1.1471    3.8194    0.1922    0.0529    1.4283    0.0329    1.1174    0.0664
-#> 69:    92.8377   -5.7554   -2.1833   -4.0670   -0.9412    0.0834    4.4626    2.7404    1.1565    3.7904    0.1826    0.0502    1.4628    0.0318    1.0793    0.0747
-#> 70:    92.6830   -5.9071   -2.2266   -4.0604   -0.9399    0.0730    4.2394    3.5629    1.1459    3.7282    0.1734    0.0477    1.4892    0.0331    1.1526    0.0683
-#> 71:    92.5729   -5.8185   -2.2009   -4.0623   -0.9401    0.0878    4.0275    3.3847    1.0886    3.7348    0.1648    0.0453    1.4739    0.0373    1.0902    0.0678
-#> 72:    92.1755   -6.0270   -2.2108   -4.1507   -0.9564    0.0665    3.8261    3.9851    1.1200    4.1726    0.1617    0.0431    1.4478    0.0348    1.1400    0.0673
-#> 73:    91.8986   -6.0175   -2.1916   -4.1416   -0.9347    0.0243    3.6348    4.0607    1.1553    4.0576    0.1802    0.0409    1.4330    0.0406    1.0914    0.0712
-#> 74:    91.7729   -5.8767   -2.1898   -4.0934   -0.9122    0.0184    3.4531    3.8577    1.1254    3.8547    0.1827    0.0389    1.3372    0.0524    1.0717    0.0687
-#> 75:    91.3098   -5.9950   -2.1572   -4.1349   -0.9427    0.0190    3.4756    3.8000    1.1626    3.8402    0.1969    0.0369    1.3378    0.0501    1.1602    0.0685
-#> 76:    91.3766   -5.8701   -2.2042   -4.1128   -0.9081    0.0539    3.9350    3.6100    1.2348    3.7994    0.1891    0.0369    1.3400    0.0495    1.0656    0.0738
-#> 77:    91.6057   -5.7437   -2.1988   -4.1241   -0.8890    0.0500    5.0868    3.4295    1.1971    3.8470    0.1950    0.0469    1.4928    0.0397    1.1129    0.0700
-#> 78:    91.7868   -5.7832   -2.1844   -4.1102   -0.9104    0.0698    4.8325    3.2580    1.1670    3.6547    0.1993    0.0502    1.4336    0.0340    0.9512    0.0805
-#> 79:    91.7221   -5.7881   -2.2166   -4.1137   -0.9160    0.0672    4.5909    3.0951    1.1582    3.5765    0.1928    0.0486    1.4632    0.0352    1.0210    0.0728
-#> 80:    91.8608   -5.8064   -2.2006   -4.0971   -0.9209    0.0642    4.3613    3.2163    1.1481    3.4758    0.1832    0.0462    1.4368    0.0356    1.0605    0.0710
-#> 81:    91.6423   -5.8749   -2.2037   -4.0893   -0.9187    0.0503    4.1432    3.5329    1.0907    3.5148    0.2011    0.0451    1.4719    0.0346    1.1684    0.0646
-#> 82:    91.8319   -6.0898   -2.2251   -4.0826   -0.9368    0.0842    4.1509    4.4964    1.0606    3.4836    0.1910    0.0428    1.4468    0.0387    1.1605    0.0637
-#> 83:    91.9794   -6.0417   -2.1947   -4.1042   -0.9114    0.0741    6.5949    4.5668    1.1113    3.6409    0.1815    0.0407    1.4780    0.0346    1.1277    0.0634
-#> 84:    91.8669   -6.1877   -2.1979   -4.1052   -0.9300    0.0807    6.2651    5.1958    1.1750    3.6752    0.1724    0.0386    1.4931    0.0278    1.0401    0.0685
-#> 85:    91.6789   -6.0634   -2.1896   -4.1357   -0.9371    0.0933    5.9519    4.9360    1.1259    3.8493    0.1732    0.0367    1.5058    0.0275    1.1356    0.0670
-#> 86:    91.6989   -6.2114   -2.2056   -4.1542   -0.9646    0.0882    5.6543    5.0411    1.1091    3.9411    0.1988    0.0349    1.4099    0.0338    1.1811    0.0636
-#> 87:    92.3758   -6.3779   -2.2062   -4.1739   -0.9385    0.0916    5.3716    6.2290    1.1213    4.0290    0.1889    0.0331    1.4809    0.0306    1.1443    0.0626
-#> 88:    92.2757   -6.2016   -2.2215   -4.1389   -0.9582    0.0942    5.1030    5.9176    1.0797    4.0768    0.1990    0.0315    1.4282    0.0386    1.2235    0.0629
-#> 89:    92.1970   -6.3356   -2.2081   -4.1412   -0.9555    0.1057    4.8478    5.9597    1.1474    4.0677    0.1890    0.0299    1.3856    0.0377    1.1807    0.0640
-#> 90:    92.0813   -6.4550   -2.2045   -4.1524   -0.9553    0.0885    4.6054    6.9999    1.1542    3.9901    0.1880    0.0284    1.3416    0.0416    1.1379    0.0653
-#> 91:    91.7111   -6.5289   -2.2203   -4.1763   -0.9288    0.0823    5.4933    6.9237    1.1601    4.0435    0.1839    0.0360    1.3387    0.0401    1.1768    0.0591
-#> 92:    92.1217   -6.5567   -2.2232   -4.2082   -0.9411    0.0815    8.0692    6.7286    1.1684    3.9422    0.1763    0.0411    1.3740    0.0463    1.1538    0.0613
-#> 93:    92.7497   -6.3512   -2.2463   -4.1806   -0.9633    0.0724    7.6657    6.3922    1.1870    3.8858    0.1796    0.0391    1.4232    0.0454    1.3749    0.0497
-#> 94:    92.2679   -6.3542   -2.2473   -4.1873   -0.9382    0.0711    7.2824    6.0726    1.1940    3.8847    0.1956    0.0371    1.3812    0.0465    1.2897    0.0521
-#> 95:    92.0257   -6.2448   -2.2624   -4.1681   -0.9624    0.0810    6.9183    5.7690    1.1345    3.8091    0.1858    0.0359    1.3026    0.0509    1.3000    0.0530
-#> 96:    91.5166   -5.9442   -2.2924   -4.2449   -0.9238    0.1058    7.1159    5.4805    1.1231    4.2529    0.1953    0.0343    1.4063    0.0445    1.3479    0.0482
-#> 97:    91.1606   -5.8541   -2.2912   -4.2398   -0.8875    0.1101    9.4515    5.2065    1.1256    4.3194    0.2081    0.0337    1.3436    0.0498    1.3317    0.0496
-#> 98:    91.2787   -6.0967   -2.2703   -4.2641   -0.9260    0.0869    8.9789    4.9462    1.2070    4.2238    0.1977    0.0373    1.3124    0.0495    1.1362    0.0653
-#> 99:    91.6449   -5.9441   -2.2562   -4.2355   -0.9312    0.1237    8.5300    4.6988    1.2343    4.0468    0.1878    0.0369    1.3508    0.0462    1.0542    0.0704
-#> 100:    91.7795   -5.8857   -2.2516   -4.3381   -0.9344    0.1291    8.1035    4.4639    1.2355    4.6941    0.1968    0.0393    1.4327    0.0358    1.1170    0.0668
-#> 101:    92.2537   -5.7930   -2.2345   -4.3477   -0.9272    0.1340    8.3402    4.2407    1.1961    4.7638    0.1933    0.0402    1.4683    0.0375    1.1216    0.0626
-#> 102:    92.3920   -6.0193   -2.2332   -4.3487   -0.9155    0.1565   11.1006    4.2977    1.1700    4.8048    0.2260    0.0444    1.4443    0.0342    1.0888    0.0674
-#> 103:    92.0043   -5.7825   -2.2376   -4.2616   -0.9043    0.1686   10.5455    4.0829    1.1587    4.5646    0.2147    0.0422    1.4198    0.0338    1.1639    0.0625
-#> 104:    92.1575   -5.8497   -2.2470   -4.2456   -0.9128    0.1762   10.0183    3.8787    1.1405    4.3364    0.2040    0.0440    1.3919    0.0379    1.2040    0.0582
-#> 105:    92.2784   -5.7971   -2.2582   -4.2100   -0.9128    0.1731    9.5173    3.6848    1.1351    4.1196    0.1938    0.0418    1.3982    0.0404    1.1069    0.0656
-#> 106:    92.4336   -5.7752   -2.2690   -4.3771   -0.8925    0.1644    9.0415    3.5005    1.1547    5.0970    0.1841    0.0476    1.3670    0.0423    1.1716    0.0625
-#> 107:    92.5128   -5.8328   -2.2549   -4.4193   -0.9403    0.2268    8.5894    3.3255    1.1160    5.2711    0.1749    0.0453    1.4023    0.0347    1.0279    0.0757
-#> 108:    92.8926   -5.7266   -2.2606   -4.5037   -0.9392    0.2394    8.1599    3.1592    1.1293    5.9652    0.1661    0.0447    1.3837    0.0346    0.9545    0.0747
-#> 109:    92.4657   -5.8687   -2.2884   -4.4108   -0.9043    0.2611    7.7519    4.0001    1.0729    5.6669    0.1578    0.0424    1.3441    0.0351    0.9758    0.0708
-#> 110:    92.6620   -5.6900   -2.2825   -4.4337   -0.9003    0.2602    7.3643    3.8001    1.0843    5.3836    0.1499    0.0433    1.4652    0.0302    0.9950    0.0722
-#> 111:    92.8949   -5.6946   -2.2661   -4.5240   -0.9233    0.2372    6.9961    3.6101    1.0845    5.8133    0.1551    0.0411    1.5005    0.0327    0.9284    0.0753
-#> 112:    93.4237   -5.6562   -2.2474   -4.4809   -0.9441    0.2322    6.6463    3.4296    1.1498    5.5227    0.1474    0.0409    1.4612    0.0317    0.9336    0.0762
-#> 113:    93.1883   -5.6891   -2.2846   -4.3984   -0.9416    0.2317    6.3140    3.2581    1.1062    5.2465    0.1596    0.0463    1.3924    0.0380    1.0268    0.0698
-#> 114:    93.4464   -5.7087   -2.2902   -4.4274   -0.9401    0.2638    5.9983    3.0952    1.1170    5.0203    0.1516    0.0495    1.4108    0.0361    1.0355    0.0682
-#> 115:    93.1873   -5.8732   -2.2668   -4.5086   -0.9636    0.2516    5.6984    3.3427    1.1141    5.7549    0.1440    0.0490    1.5010    0.0309    1.0443    0.0679
-#> 116:    92.6878   -5.8520   -2.2903   -4.5349   -0.9663    0.2612    5.4135    3.2444    1.1048    5.8809    0.1471    0.0511    1.3910    0.0360    1.0423    0.0702
-#> 117:    92.7775   -5.7892   -2.2897   -4.4572   -0.9544    0.2380    5.1428    3.0822    1.0731    5.5869    0.1397    0.0703    1.3493    0.0360    0.9831    0.0713
-#> 118:    93.1533   -5.8045   -2.2859   -4.4787   -0.9667    0.2150    4.8857    3.0277    1.0872    5.6786    0.1439    0.0812    1.3838    0.0373    1.0547    0.0696
-#> 119:    92.8370   -5.7208   -2.2738   -4.4627   -0.9462    0.2095    4.6414    2.8764    1.1172    5.6197    0.1643    0.0772    1.3394    0.0348    0.9180    0.0803
-#> 120:    92.5430   -5.7795   -2.3004   -4.4203   -0.9479    0.2313    4.4093    2.8377    1.1312    5.3387    0.1655    0.0803    1.2967    0.0360    1.0699    0.0761
-#> 121:    92.5318   -5.6550   -2.2866   -4.5065   -0.9166    0.2321    4.1888    2.6959    1.0994    6.0180    0.1686    0.0763    1.3882    0.0322    0.9895    0.0733
-#> 122:    92.7380   -5.6688   -2.2968   -4.4523   -0.9279    0.2529    3.9794    2.5611    1.0642    5.7171    0.1601    0.0851    1.3786    0.0316    0.9358    0.0742
-#> 123:    93.0753   -5.7451   -2.2896   -4.5423   -0.9371    0.2724    3.7804    2.9938    1.0758    5.9349    0.1521    0.0808    1.4275    0.0339    0.9652    0.0727
-#> 124:    93.2708   -5.8004   -2.2782   -4.4951   -0.9451    0.2590    3.5914    3.0594    1.0875    5.6382    0.1607    0.0768    1.3628    0.0340    1.0577    0.0693
-#> 125:    93.4025   -5.7710   -2.2990   -4.4498   -0.9661    0.2633    3.4118    2.9276    1.0809    5.3563    0.1527    0.0730    1.3816    0.0406    1.0295    0.0671
-#> 126:    93.4928   -5.7054   -2.3002   -4.4087   -0.9394    0.2965    3.4732    2.7812    1.1275    5.0884    0.1481    0.0693    1.2949    0.0423    0.9084    0.0726
-#> 127:    93.6449   -5.6593   -2.2683   -4.3418   -0.9194    0.2560    4.2986    2.6422    1.1070    4.8340    0.1449    0.0707    1.4258    0.0341    0.8802    0.0777
-#> 128:    93.7430   -5.6359   -2.2686   -4.4174   -0.9500    0.2279    5.2477    2.5101    1.1046    5.5376    0.1512    0.0859    1.4523    0.0327    0.8659    0.0826
-#> 129:    93.7432   -5.6851   -2.2849   -4.2019   -0.9660    0.1995    7.2497    2.8789    1.1315    5.2607    0.1762    0.0972    1.3901    0.0357    1.1264    0.0743
-#> 130:    93.2409   -5.8965   -2.2946   -4.1880   -0.9774    0.1719    7.4467    3.2276    1.1464    4.9977    0.1720    0.0924    1.3517    0.0446    1.0461    0.0705
-#> 131:    92.7780   -6.0551   -2.2647   -4.1894   -0.9579    0.1391    7.0744    3.7584    1.1291    4.7478    0.1714    0.0995    1.2542    0.0438    0.9139    0.0777
-#> 132:    92.7157   -6.1161   -2.2501   -4.1784   -0.9651    0.1146    6.7207    3.9259    1.1674    4.5104    0.1712    0.0957    1.2549    0.0473    0.8964    0.0803
-#> 133:    92.2696   -5.8545   -2.2717   -4.1907   -0.9782    0.0985    6.3846    3.7296    1.1652    4.2849    0.1626    0.1198    1.2208    0.0498    0.9730    0.0822
-#> 134:    92.2067   -5.8603   -2.2743   -4.2095   -0.9754    0.1398    6.0654    3.5431    1.1551    4.0706    0.1695    0.1138    1.3022    0.0432    0.9960    0.0795
-#> 135:    92.3979   -5.9500   -2.3053   -4.1938   -0.9425    0.1134    5.7621    3.3660    1.1771    3.8671    0.1610    0.1081    1.3373    0.0462    1.1323    0.0665
-#> 136:    92.3749   -5.8701   -2.2979   -4.2493   -0.9386    0.1504    5.4740    3.3090    1.1638    3.9609    0.1724    0.1027    1.3578    0.0389    1.1943    0.0650
-#> 137:    92.6942   -5.9020   -2.2755   -4.2318   -0.9464    0.1541    5.2003    3.5521    1.1704    3.8948    0.1685    0.0976    1.4170    0.0399    1.1472    0.0626
-#> 138:    92.7234   -5.8085   -2.2653   -4.2164   -0.9662    0.1808    4.9403    3.3745    1.1977    3.8348    0.1694    0.0927    1.4229    0.0387    1.0934    0.0708
-#> 139:    92.7341   -5.7737   -2.2685   -4.1759   -0.9334    0.1554    4.6933    3.2057    1.1971    3.6962    0.1917    0.0881    1.4324    0.0363    1.1669    0.0652
-#> 140:    92.1593   -5.6287   -2.2576   -4.1977   -0.9232    0.1345    4.6967    3.0455    1.1676    3.8133    0.2060    0.0837    1.5032    0.0349    1.1418    0.0678
-#> 141:    92.3199   -5.8323   -2.2451   -4.1948   -0.9447    0.1295    4.9624    3.3893    1.1408    3.8423    0.1957    0.0795    1.4470    0.0325    1.0892    0.0739
-#> 142:    92.7246   -6.1252   -2.2304   -4.1984   -0.9160    0.0816    4.7143    4.6501    1.1420    3.8554    0.1901    0.0755    1.4847    0.0386    1.2815    0.0576
-#> 143:    92.4130   -6.0231   -2.2261   -4.2205   -0.9495    0.1020    4.4786    4.4176    1.1454    4.0301    0.1929    0.0717    1.4103    0.0410    1.0418    0.0739
-#> 144:    92.4006   -5.9898   -2.2232   -4.2429   -0.9553    0.1131    4.2547    4.1967    1.1579    4.2583    0.1904    0.0681    1.4272    0.0339    1.0591    0.0737
-#> 145:    92.5011   -6.2340   -2.2232   -4.1872   -0.9560    0.1322    6.1775    4.8941    1.1594    4.0453    0.1811    0.0647    1.4059    0.0298    1.0219    0.0752
-#> 146:    92.7460   -6.2989   -2.2417   -4.2501   -0.9650    0.1527    5.8686    5.6454    1.1154    4.0076    0.1720    0.0758    1.4027    0.0348    1.1220    0.0689
-#> 147:    93.0630   -6.0839   -2.2217   -4.1822   -0.9661    0.1634    5.5752    5.3631    1.0596    3.8072    0.1743    0.0733    1.3682    0.0393    1.0992    0.0700
-#> 148:    92.7639   -5.8682   -2.2550   -4.1926   -0.9440    0.1599    5.8048    5.0950    1.0858    3.6230    0.1749    0.0696    1.3364    0.0436    1.0967    0.0721
-#> 149:    92.6183   -6.1270   -2.2379   -4.1103   -0.9643    0.1202    5.8027    4.8402    1.1089    3.4860    0.1661    0.0661    1.3061    0.0457    1.0014    0.0724
-#> 150:    92.7472   -6.1515   -2.2199   -4.1027   -0.9611    0.1014    5.6767    4.5982    1.1061    3.6113    0.1578    0.0654    1.3543    0.0405    1.0847    0.0707
-#> 151:    92.9566   -5.8911   -2.2174   -4.0722   -0.9516    0.0992    5.9638    4.3683    1.1057    3.5122    0.1767    0.0621    1.3619    0.0396    1.0158    0.0734
-#> 152:    93.0035   -5.8395   -2.2559   -4.0650   -0.9389    0.0928    4.4799    3.2331    1.0387    3.4826    0.1713    0.0604    1.3425    0.0428    1.1101    0.0635
-#> 153:    92.7242   -5.7832   -2.2538   -4.1288   -0.9159    0.1047    4.6102    3.0838    1.0527    3.8052    0.1718    0.0597    1.3905    0.0398    1.1371    0.0635
-#> 154:    92.2125   -5.9077   -2.2400   -4.0922   -0.9106    0.1033    4.4732    3.8350    1.0261    3.6148    0.1955    0.0643    1.3176    0.0419    1.1130    0.0635
-#> 155:    92.6226   -5.6271   -2.2239   -4.0122   -0.8948    0.0647    4.5553    2.5675    1.0412    3.0513    0.1845    0.0866    1.3266    0.0459    1.0244    0.0680
-#> 156:    92.6532   -5.5576   -2.2251   -4.0066   -0.9006    0.0922    3.8517    2.3273    1.0455    3.0971    0.1928    0.0863    1.4000    0.0394    0.9203    0.0754
-#> 157:    92.5192   -5.4834   -2.2356   -4.0069   -0.9321    0.0904    3.0410    1.8841    0.9867    3.1990    0.1905    0.0816    1.3927    0.0407    1.1517    0.0614
-#> 158:    92.5628   -5.5318   -2.2044   -4.0269   -0.9319    0.0742    3.5124    1.9585    1.0692    3.1835    0.1958    0.0934    1.4038    0.0324    0.9680    0.0758
-#> 159:    92.9690   -5.6416   -2.2134   -4.0156   -0.9556    0.0560    4.3830    2.2442    1.0543    3.2358    0.1873    0.0951    1.3624    0.0375    1.1207    0.0696
-#> 160:    92.9861   -5.5872   -2.2207   -3.9908   -0.9190    0.0417    4.1202    2.1685    1.0711    3.1521    0.1766    0.0913    1.3760    0.0371    1.0970    0.0713
-#> 161:    93.3139   -5.5349   -2.1972   -3.9860   -0.9365    0.0011    4.2865    1.8741    1.0759    3.0304    0.2007    0.0750    1.3650    0.0411    1.1220    0.0662
-#> 162:    93.3324   -5.6135   -2.1579   -4.0151   -0.9507   -0.0091    4.6402    2.0208    1.0535    3.0349    0.1935    0.0764    1.4069    0.0383    1.2550    0.0598
-#> 163:    93.0110   -5.5253   -2.1419   -4.0151   -0.9197   -0.0072    5.8946    1.9087    1.0965    3.0349    0.1833    0.0814    1.5095    0.0290    1.1314    0.0665
-#> 164:    93.0848   -5.4980   -2.1670   -4.0213   -0.9345    0.0150    4.9128    1.8293    1.0379    3.0653    0.1728    0.0835    1.4913    0.0343    1.0589    0.0687
-#> 165:    92.9407   -5.3978   -2.1707   -4.0090   -0.9480    0.0126    3.4620    1.3870    1.0594    3.0115    0.1702    0.0982    1.5550    0.0296    1.0978    0.0694
-#> 166:    93.1504   -5.4880   -2.1890   -3.9958   -0.9511    0.0316    2.7859    1.8457    1.0294    3.0739    0.1738    0.1031    1.5109    0.0308    1.1800    0.0651
-#> 167:    92.8442   -5.4673   -2.1984   -4.0259   -0.9262    0.0243    2.0497    1.6348    1.0469    3.1258    0.1650    0.0981    1.6185    0.0291    1.1733    0.0655
-#> 168:    92.9484   -5.6255   -2.2012   -4.0136   -0.9309    0.0199    1.8121    2.0784    1.0415    3.1795    0.1816    0.0929    1.5727    0.0268    1.4222    0.0543
-#> 169:    93.0266   -5.6135   -2.1677   -4.0179   -0.9279    0.0375    1.7553    2.1663    1.0298    3.1675    0.2013    0.0926    1.5356    0.0274    1.2960    0.0596
-#> 170:    92.9844   -5.6286   -2.1839   -4.0509   -0.9471    0.0414    1.9485    2.4078    1.0656    3.2787    0.2112    0.0950    1.5210    0.0265    1.3069    0.0616
-#> 171:    92.6832   -5.6238   -2.2059   -4.0710   -0.9175    0.0383    1.5941    2.2918    1.1095    3.3435    0.1921    0.0895    1.4678    0.0345    1.2189    0.0618
-#> 172:    92.5302   -5.5653   -2.2086   -4.0429   -0.9412    0.0773    1.5302    2.2565    1.1293    3.2157    0.1924    0.0680    1.4438    0.0367    1.2084    0.0661
-#> 173:    92.3877   -5.5357   -2.2141   -4.0246   -0.9268    0.0866    1.2153    2.0588    1.0844    3.2941    0.2060    0.0726    1.4686    0.0359    1.3683    0.0596
-#> 174:    92.4410   -5.4921   -2.1955   -4.0398   -0.9269    0.0645    1.6903    2.0042    1.1236    3.3646    0.1847    0.0804    1.5533    0.0310    1.2320    0.0675
-#> 175:    92.4192   -5.4726   -2.1945   -4.0271   -0.9222    0.0728    1.1344    1.9292    1.1085    3.3173    0.1875    0.0912    1.5350    0.0302    1.2461    0.0679
-#> 176:    92.3581   -5.5256   -2.2055   -3.9958   -0.9211    0.0720    1.1140    1.8097    1.0898    3.1459    0.2018    0.1104    1.4391    0.0323    1.2240    0.0677
-#> 177:    92.2144   -5.6699   -2.2357   -4.0017   -0.9402    0.0785    1.1932    2.6190    1.0355    3.1852    0.2266    0.1125    1.4705    0.0327    1.2866    0.0621
-#> 178:    92.3608   -5.7040   -2.2245   -4.0242   -0.9642    0.0596    0.7932    2.6061    0.9408    3.1080    0.1958    0.1180    1.5158    0.0365    1.3571    0.0600
-#> 179:    92.4358   -5.6877   -2.2243   -4.0166   -0.9486    0.0595    0.7591    2.3791    0.9241    3.0638    0.1900    0.1257    1.4317    0.0363    1.2359    0.0686
-#> 180:    92.5146   -5.7856   -2.2343   -4.0098   -0.9522    0.0522    0.4573    2.6882    0.9636    3.0406    0.1835    0.1270    1.4631    0.0361    1.2192    0.0701
-#> 181:    92.5469   -5.7684   -2.2220   -4.0549   -0.9488    0.0901    0.4189    2.4963    0.9873    3.1470    0.1744    0.1268    1.5165    0.0336    1.1359    0.0760
-#> 182:    92.5829   -5.7658   -2.2385   -4.0362   -0.9723    0.0572    0.3720    2.5387    0.9203    3.0397    0.1769    0.1636    1.4781    0.0375    1.2697    0.0677
-#> 183:    92.5737   -5.9187   -2.2130   -4.0638   -0.9876    0.0797    0.3084    3.3137    0.9467    3.0532    0.1737    0.1599    1.4288    0.0309    1.3024    0.0617
-#> 184:    92.4989   -5.9837   -2.1994   -4.0476   -0.9737    0.0594    0.2533    3.6658    0.9248    3.1230    0.1776    0.1552    1.3829    0.0316    1.2818    0.0621
-#> 185:    92.5677   -6.0227   -2.2084   -4.0403   -0.9584    0.0609    0.2215    3.8810    0.9134    3.0961    0.1739    0.1473    1.4202    0.0319    1.2731    0.0579
-#> 186:    92.7090   -5.9641   -2.2218   -4.0319   -0.9573    0.0575    0.2917    3.9574    0.9373    3.0666    0.1691    0.1703    1.4378    0.0296    1.2775    0.0601
-#> 187:    92.7358   -6.2503   -2.2003   -4.0534   -0.9742    0.0691    0.3037    5.2011    0.9333    3.0796    0.1647    0.1553    1.4254    0.0293    1.1987    0.0629
-#> 188:    92.6733   -6.1434   -2.1988   -4.0792   -0.9878    0.0860    0.3122    4.9451    0.9080    3.1891    0.1628    0.1558    1.4099    0.0317    1.3162    0.0593
-#> 189:    92.7256   -6.0886   -2.1766   -4.0419   -0.9672    0.0550    0.3758    4.3461    0.9140    3.0795    0.1697    0.1649    1.5310    0.0301    1.3258    0.0566
-#> 190:    92.5144   -6.1827   -2.2159   -4.0525   -0.9677    0.0728    0.3855    4.3370    0.9706    3.0518    0.1486    0.1841    1.4390    0.0295    1.1259    0.0740
-#> 191:    92.6209   -6.1257   -2.2287   -4.1095   -0.9670    0.1034    0.3340    4.3051    0.9486    3.1970    0.1549    0.1776    1.4397    0.0296    1.2004    0.0684
-#> 192:    92.6156   -6.1289   -2.2067   -4.1191   -0.9900    0.1090    0.3069    4.1314    0.9134    3.1476    0.1596    0.1912    1.4380    0.0301    1.1238    0.0720
-#> 193:    92.5434   -5.9782   -2.1800   -4.0845   -0.9547    0.1173    0.2694    3.6834    0.9005    2.9479    0.1582    0.1733    1.4538    0.0294    0.8798    0.0866
-#> 194:    92.5884   -5.7815   -2.2110   -4.0714   -0.9510    0.0928    0.2493    2.8236    0.9615    2.9852    0.1488    0.1730    1.4409    0.0297    1.1446    0.0677
-#> 195:    92.6180   -5.9277   -2.2213   -4.0714   -0.9379    0.1177    0.1993    3.5172    0.8976    2.9852    0.1449    0.1735    1.5012    0.0299    1.2131    0.0618
-#> 196:    92.5920   -5.7723   -2.2496   -4.0669   -0.9184    0.1262    0.2595    3.2454    0.9419    2.9697    0.1600    0.1881    1.4017    0.0338    0.9594    0.0790
-#> 197:    92.6292   -5.8658   -2.2434   -4.0640   -0.9365    0.1216    0.2491    3.3540    0.9267    2.9523    0.1598    0.1749    1.3953    0.0383    1.0788    0.0702
-#> 198:    92.6911   -5.8407   -2.2605   -4.0640   -0.9319    0.1264    0.1930    3.2321    0.8884    2.9523    0.1320    0.1940    1.4026    0.0358    1.0613    0.0704
-#> 199:    92.6480   -5.6988   -2.2599   -4.0668   -0.9395    0.1328    0.1412    2.6535    0.8915    2.9610    0.1573    0.2052    1.4353    0.0360    0.9900    0.0742
-#> 200:    92.7139   -5.6152   -2.2522   -4.0684   -0.9192    0.1589    0.1686    2.4362    0.9098    3.0185    0.1702    0.1705    1.4153    0.0338    1.1747    0.0705
-#> 201:    92.7134   -5.7029   -2.2504   -4.0502   -0.9270    0.1453    0.1499    2.6851    0.8909    2.9484    0.1749    0.1772    1.3851    0.0363    1.1255    0.0714
-#> 202:    92.7087   -5.7236   -2.2421   -4.0499   -0.9364    0.1238    0.1324    2.7215    0.8810    2.9507    0.1694    0.1913    1.3864    0.0365    1.1192    0.0705
-#> 203:    92.7013   -5.7563   -2.2293   -4.0494   -0.9394    0.1134    0.1269    2.8279    0.8866    2.9501    0.1618    0.1915    1.3981    0.0356    1.0942    0.0710
-#> 204:    92.6964   -5.8134   -2.2208   -4.0646   -0.9373    0.1144    0.1192    3.1058    0.8973    3.0279    0.1523    0.1983    1.4126    0.0345    1.0629    0.0723
-#> 205:    92.6936   -5.8441   -2.2195   -4.0787   -0.9373    0.1144    0.1068    3.2553    0.9029    3.0962    0.1473    0.2001    1.4217    0.0344    1.0532    0.0719
-#> 206:    92.6881   -5.8805   -2.2209   -4.0887   -0.9432    0.1187    0.1016    3.4269    0.9126    3.1477    0.1479    0.1957    1.4251    0.0348    1.0697    0.0712
-#> 207:    92.6929   -5.9304   -2.2259   -4.0987   -0.9473    0.1234    0.1028    3.6444    0.9261    3.1982    0.1469    0.1910    1.4170    0.0348    1.0586    0.0717
-#> 208:    92.6907   -5.9413   -2.2275   -4.1043   -0.9482    0.1267    0.1038    3.6864    0.9313    3.2244    0.1467    0.1889    1.4121    0.0343    1.0499    0.0718
-#> 209:    92.6917   -5.9265   -2.2304   -4.1109   -0.9498    0.1289    0.1022    3.5975    0.9363    3.2487    0.1478    0.1863    1.4053    0.0344    1.0521    0.0716
-#> 210:    92.6966   -5.9218   -2.2322   -4.1164   -0.9516    0.1337    0.0984    3.5650    0.9413    3.2688    0.1493    0.1874    1.3949    0.0342    1.0499    0.0719
-#> 211:    92.7020   -5.9160   -2.2351   -4.1209   -0.9542    0.1385    0.0958    3.5091    0.9390    3.2968    0.1503    0.1873    1.3925    0.0345    1.0547    0.0718
-#> 212:    92.7065   -5.9119   -2.2376   -4.1247   -0.9564    0.1432    0.0933    3.4520    0.9373    3.3205    0.1531    0.1901    1.3869    0.0346    1.0625    0.0717
-#> 213:    92.7107   -5.9047   -2.2402   -4.1286   -0.9575    0.1455    0.0930    3.3990    0.9361    3.3369    0.1536    0.1932    1.3814    0.0349    1.0698    0.0712
-#> 214:    92.7110   -5.9061   -2.2415   -4.1321   -0.9585    0.1483    0.0921    3.3864    0.9364    3.3517    0.1542    0.1963    1.3794    0.0348    1.0721    0.0712
-#> 215:    92.7116   -5.9128   -2.2417   -4.1360   -0.9581    0.1510    0.0941    3.4201    0.9347    3.3646    0.1545    0.1988    1.3764    0.0350    1.0731    0.0712
-#> 216:    92.7135   -5.9184   -2.2432   -4.1383   -0.9589    0.1540    0.0957    3.4623    0.9337    3.3698    0.1541    0.2016    1.3761    0.0353    1.0737    0.0714
-#> 217:    92.7143   -5.9262   -2.2453   -4.1428   -0.9604    0.1568    0.0981    3.5202    0.9323    3.3854    0.1542    0.2053    1.3770    0.0352    1.0779    0.0716
-#> 218:    92.7102   -5.9169   -2.2463   -4.1446   -0.9606    0.1604    0.1000    3.4823    0.9305    3.3851    0.1530    0.2083    1.3802    0.0353    1.0819    0.0716
-#> 219:    92.7062   -5.9089   -2.2470   -4.1481   -0.9597    0.1636    0.1000    3.4465    0.9295    3.3874    0.1529    0.2125    1.3779    0.0352    1.0836    0.0716
-#> 220:    92.7027   -5.9052   -2.2480   -4.1509   -0.9594    0.1668    0.1020    3.4302    0.9264    3.3877    0.1531    0.2168    1.3780    0.0352    1.0893    0.0713
-#> 221:    92.7029   -5.8990   -2.2497   -4.1541   -0.9586    0.1696    0.1017    3.4007    0.9227    3.3916    0.1535    0.2208    1.3781    0.0354    1.0925    0.0709
-#> 222:    92.7063   -5.8993   -2.2519   -4.1604   -0.9582    0.1732    0.1025    3.4099    0.9190    3.4135    0.1537    0.2268    1.3791    0.0355    1.1031    0.0702
-#> 223:    92.7090   -5.8932   -2.2537   -4.1669   -0.9573    0.1757    0.1022    3.3946    0.9157    3.4424    0.1543    0.2319    1.3802    0.0356    1.1040    0.0701
-#> 224:    92.7116   -5.8930   -2.2545   -4.1712   -0.9561    0.1774    0.1017    3.3964    0.9133    3.4673    0.1550    0.2355    1.3795    0.0356    1.1018    0.0701
-#> 225:    92.7136   -5.8911   -2.2564   -4.1715   -0.9551    0.1788    0.1016    3.4013    0.9125    3.4628    0.1548    0.2380    1.3756    0.0359    1.1003    0.0700
-#> 226:    92.7153   -5.8883   -2.2569   -4.1711   -0.9536    0.1793    0.1016    3.4046    0.9134    3.4575    0.1549    0.2398    1.3737    0.0360    1.1016    0.0699
-#> 227:    92.7163   -5.8830   -2.2575   -4.1720   -0.9526    0.1796    0.1019    3.3952    0.9129    3.4575    0.1545    0.2407    1.3718    0.0363    1.1015    0.0698
-#> 228:    92.7182   -5.8865   -2.2578   -4.1728   -0.9528    0.1804    0.1017    3.4198    0.9113    3.4576    0.1538    0.2433    1.3722    0.0363    1.1068    0.0695
-#> 229:    92.7199   -5.8965   -2.2578   -4.1718   -0.9523    0.1812    0.1023    3.5030    0.9097    3.4503    0.1529    0.2463    1.3749    0.0363    1.1093    0.0694
-#> 230:    92.7205   -5.8997   -2.2578   -4.1712   -0.9514    0.1825    0.1025    3.5337    0.9071    3.4446    0.1519    0.2497    1.3802    0.0362    1.1115    0.0693
-#> 231:    92.7208   -5.9001   -2.2581   -4.1711   -0.9511    0.1838    0.1044    3.5537    0.9037    3.4423    0.1510    0.2533    1.3834    0.0361    1.1125    0.0693
-#> 232:    92.7183   -5.9041   -2.2588   -4.1715   -0.9504    0.1855    0.1061    3.5958    0.9001    3.4391    0.1503    0.2572    1.3871    0.0362    1.1161    0.0690
-#> 233:    92.7169   -5.9106   -2.2593   -4.1725   -0.9490    0.1866    0.1073    3.6433    0.8968    3.4367    0.1496    0.2609    1.3900    0.0362    1.1179    0.0688
-#> 234:    92.7125   -5.9165   -2.2594   -4.1728   -0.9479    0.1873    0.1098    3.6870    0.8932    3.4321    0.1498    0.2641    1.3907    0.0363    1.1177    0.0687
-#> 235:    92.7072   -5.9203   -2.2592   -4.1729   -0.9472    0.1876    0.1128    3.7229    0.8899    3.4269    0.1506    0.2676    1.3913    0.0364    1.1212    0.0686
-#> 236:    92.7048   -5.9319   -2.2603   -4.1724   -0.9467    0.1879    0.1147    3.7863    0.8879    3.4175    0.1510    0.2705    1.3898    0.0365    1.1181    0.0688
-#> 237:    92.7037   -5.9349   -2.2609   -4.1720   -0.9461    0.1881    0.1152    3.8047    0.8862    3.4096    0.1512    0.2731    1.3891    0.0367    1.1164    0.0688
-#> 238:    92.7027   -5.9359   -2.2605   -4.1715   -0.9459    0.1884    0.1151    3.7997    0.8842    3.4023    0.1516    0.2755    1.3905    0.0366    1.1171    0.0688
-#> 239:    92.7027   -5.9375   -2.2599   -4.1712   -0.9463    0.1881    0.1143    3.8187    0.8835    3.3954    0.1521    0.2780    1.3923    0.0366    1.1193    0.0688
-#> 240:    92.7025   -5.9409   -2.2593   -4.1710   -0.9467    0.1884    0.1135    3.8437    0.8830    3.3888    0.1530    0.2797    1.3939    0.0366    1.1266    0.0685
-#> 241:    92.7006   -5.9429   -2.2589   -4.1703   -0.9469    0.1887    0.1130    3.8580    0.8825    3.3820    0.1529    0.2815    1.3967    0.0364    1.1299    0.0685
-#> 242:    92.6977   -5.9366   -2.2594   -4.1693   -0.9471    0.1887    0.1130    3.8245    0.8810    3.3742    0.1534    0.2833    1.3967    0.0364    1.1323    0.0685
-#> 243:    92.6951   -5.9310   -2.2605   -4.1683   -0.9473    0.1891    0.1131    3.7904    0.8807    3.3666    0.1541    0.2853    1.3953    0.0364    1.1380    0.0683
-#> 244:    92.6928   -5.9289   -2.2610   -4.1680   -0.9471    0.1899    0.1130    3.7709    0.8797    3.3604    0.1545    0.2880    1.3947    0.0364    1.1399    0.0683
-#> 245:    92.6902   -5.9291   -2.2615   -4.1677   -0.9472    0.1914    0.1129    3.7637    0.8787    3.3538    0.1549    0.2898    1.3942    0.0364    1.1440    0.0681
-#> 246:    92.6880   -5.9271   -2.2617   -4.1677   -0.9472    0.1926    0.1131    3.7457    0.8785    3.3500    0.1549    0.2916    1.3938    0.0364    1.1468    0.0681
-#> 247:    92.6865   -5.9264   -2.2613   -4.1676   -0.9471    0.1930    0.1127    3.7331    0.8793    3.3487    0.1551    0.2918    1.3931    0.0364    1.1464    0.0683
-#> 248:    92.6855   -5.9212   -2.2604   -4.1671   -0.9476    0.1935    0.1116    3.7055    0.8795    3.3451    0.1549    0.2923    1.3942    0.0363    1.1453    0.0684
-#> 249:    92.6848   -5.9190   -2.2600   -4.1667   -0.9482    0.1939    0.1110    3.6857    0.8801    3.3428    0.1548    0.2923    1.3942    0.0363    1.1440    0.0685
-#> 250:    92.6858   -5.9194   -2.2605   -4.1663   -0.9489    0.1945    0.1109    3.6821    0.8806    3.3397    0.1547    0.2920    1.3932    0.0363    1.1430    0.0686
-#> 251:    92.6849   -5.9179   -2.2610   -4.1665   -0.9492    0.1950    0.1111    3.6795    0.8814    3.3392    0.1550    0.2919    1.3922    0.0364    1.1434    0.0685
-#> 252:    92.6848   -5.9141   -2.2615   -4.1660   -0.9493    0.1957    0.1110    3.6611    0.8818    3.3363    0.1548    0.2918    1.3919    0.0364    1.1423    0.0686
-#> 253:    92.6837   -5.9110   -2.2637   -4.1634   -0.9493    0.1952    0.1114    3.6462    0.8788    3.3481    0.1550    0.2920    1.3941    0.0363    1.1417    0.0688
-#> 254:    92.6827   -5.9082   -2.2650   -4.1608   -0.9492    0.1944    0.1117    3.6309    0.8753    3.3595    0.1548    0.2921    1.3964    0.0361    1.1415    0.0688
-#> 255:    92.6829   -5.9076   -2.2662   -4.1585   -0.9495    0.1934    0.1118    3.6221    0.8723    3.3737    0.1547    0.2923    1.3977    0.0359    1.1397    0.0689
-#> 256:    92.6821   -5.9079   -2.2672   -4.1559   -0.9495    0.1923    0.1118    3.6279    0.8697    3.3865    0.1547    0.2925    1.3990    0.0357    1.1387    0.0691
-#> 257:    92.6822   -5.9054   -2.2686   -4.1534   -0.9499    0.1914    0.1119    3.6202    0.8673    3.3988    0.1548    0.2923    1.4010    0.0356    1.1438    0.0690
-#> 258:    92.6828   -5.9054   -2.2700   -4.1509   -0.9498    0.1900    0.1121    3.6166    0.8651    3.4085    0.1547    0.2926    1.4028    0.0356    1.1473    0.0688
-#> 259:    92.6842   -5.9087   -2.2710   -4.1474   -0.9496    0.1890    0.1128    3.6314    0.8629    3.4154    0.1548    0.2923    1.4040    0.0355    1.1482    0.0689
-#> 260:    92.6852   -5.9118   -2.2717   -4.1444   -0.9493    0.1885    0.1124    3.6485    0.8606    3.4227    0.1544    0.2919    1.4073    0.0354    1.1518    0.0688
-#> 261:    92.6858   -5.9137   -2.2721   -4.1419   -0.9493    0.1882    0.1122    3.6641    0.8581    3.4314    0.1543    0.2913    1.4106    0.0353    1.1577    0.0684
-#> 262:    92.6861   -5.9117   -2.2726   -4.1394   -0.9493    0.1881    0.1116    3.6572    0.8558    3.4391    0.1541    0.2908    1.4137    0.0352    1.1613    0.0682
-#> 263:    92.6855   -5.9124   -2.2730   -4.1372   -0.9494    0.1875    0.1113    3.6626    0.8533    3.4465    0.1541    0.2905    1.4152    0.0351    1.1636    0.0681
-#> 264:    92.6841   -5.9137   -2.2734   -4.1351   -0.9496    0.1871    0.1109    3.6703    0.8505    3.4529    0.1538    0.2903    1.4156    0.0350    1.1632    0.0681
-#> 265:    92.6833   -5.9153   -2.2741   -4.1327   -0.9498    0.1867    0.1108    3.6816    0.8472    3.4581    0.1535    0.2899    1.4168    0.0350    1.1647    0.0679
-#> 266:    92.6835   -5.9147   -2.2752   -4.1307   -0.9497    0.1865    0.1107    3.6768    0.8450    3.4641    0.1531    0.2896    1.4176    0.0349    1.1640    0.0679
-#> 267:    92.6835   -5.9167   -2.2761   -4.1283   -0.9499    0.1862    0.1105    3.6851    0.8430    3.4700    0.1530    0.2892    1.4178    0.0348    1.1639    0.0679
-#> 268:    92.6841   -5.9141   -2.2767   -4.1269   -0.9503    0.1860    0.1107    3.6718    0.8407    3.4775    0.1533    0.2891    1.4187    0.0348    1.1673    0.0677
-#> 269:    92.6845   -5.9094   -2.2774   -4.1253   -0.9503    0.1855    0.1112    3.6520    0.8384    3.4840    0.1535    0.2890    1.4192    0.0348    1.1686    0.0675
-#> 270:    92.6847   -5.9042   -2.2779   -4.1239   -0.9505    0.1853    0.1107    3.6288    0.8365    3.4895    0.1536    0.2889    1.4192    0.0347    1.1698    0.0675
-#> 271:    92.6849   -5.9000   -2.2785   -4.1228   -0.9506    0.1853    0.1102    3.6083    0.8348    3.4956    0.1536    0.2889    1.4191    0.0346    1.1692    0.0676
-#> 272:    92.6850   -5.8965   -2.2794   -4.1223   -0.9507    0.1853    0.1092    3.5892    0.8331    3.5071    0.1538    0.2889    1.4194    0.0345    1.1700    0.0676
-#> 273:    92.6851   -5.8916   -2.2805   -4.1222   -0.9508    0.1850    0.1089    3.5697    0.8315    3.5211    0.1538    0.2889    1.4209    0.0345    1.1720    0.0675
-#> 274:    92.6849   -5.8898   -2.2815   -4.1218   -0.9506    0.1852    0.1084    3.5607    0.8301    3.5339    0.1542    0.2886    1.4221    0.0344    1.1728    0.0675
-#> 275:    92.6844   -5.8885   -2.2830   -4.1215   -0.9504    0.1855    0.1080    3.5514    0.8284    3.5491    0.1545    0.2883    1.4238    0.0343    1.1756    0.0673
-#> 276:    92.6834   -5.8885   -2.2843   -4.1210   -0.9501    0.1859    0.1077    3.5477    0.8272    3.5648    0.1547    0.2878    1.4243    0.0343    1.1749    0.0674
-#> 277:    92.6829   -5.8892   -2.2858   -4.1208   -0.9500    0.1862    0.1071    3.5505    0.8257    3.5807    0.1552    0.2872    1.4244    0.0343    1.1747    0.0674
-#> 278:    92.6825   -5.8885   -2.2871   -4.1205   -0.9499    0.1862    0.1072    3.5463    0.8245    3.5960    0.1555    0.2866    1.4247    0.0343    1.1742    0.0675
-#> 279:    92.6815   -5.8887   -2.2883   -4.1201   -0.9501    0.1864    0.1072    3.5433    0.8239    3.6088    0.1556    0.2860    1.4247    0.0343    1.1737    0.0676
-#> 280:    92.6800   -5.8901   -2.2896   -4.1211   -0.9503    0.1865    0.1078    3.5481    0.8238    3.6285    0.1556    0.2848    1.4252    0.0344    1.1742    0.0676
-#> 281:    92.6779   -5.8914   -2.2907   -4.1218   -0.9502    0.1865    0.1084    3.5491    0.8240    3.6471    0.1558    0.2838    1.4251    0.0343    1.1732    0.0677
-#> 282:    92.6767   -5.8906   -2.2919   -4.1236   -0.9501    0.1862    0.1091    3.5462    0.8248    3.6747    0.1558    0.2825    1.4250    0.0344    1.1732    0.0677
-#> 283:    92.6750   -5.8895   -2.2928   -4.1253   -0.9499    0.1857    0.1097    3.5418    0.8260    3.7025    0.1555    0.2814    1.4253    0.0344    1.1712    0.0678
-#> 284:    92.6736   -5.8903   -2.2934   -4.1271   -0.9497    0.1854    0.1107    3.5438    0.8269    3.7297    0.1553    0.2800    1.4257    0.0343    1.1698    0.0678
-#> 285:    92.6730   -5.8917   -2.2942   -4.1284   -0.9497    0.1852    0.1116    3.5481    0.8274    3.7528    0.1551    0.2787    1.4260    0.0343    1.1689    0.0678
-#> 286:    92.6715   -5.8913   -2.2947   -4.1285   -0.9492    0.1849    0.1122    3.5473    0.8274    3.7660    0.1550    0.2775    1.4265    0.0342    1.1678    0.0679
-#> 287:    92.6702   -5.8925   -2.2952   -4.1290   -0.9489    0.1846    0.1125    3.5531    0.8268    3.7818    0.1549    0.2764    1.4269    0.0342    1.1673    0.0678
-#> 288:    92.6688   -5.8918   -2.2959   -4.1290   -0.9490    0.1843    0.1126    3.5495    0.8262    3.7946    0.1546    0.2756    1.4275    0.0341    1.1673    0.0678
-#> 289:    92.6673   -5.8907   -2.2966   -4.1295   -0.9490    0.1841    0.1124    3.5445    0.8260    3.8067    0.1543    0.2750    1.4280    0.0342    1.1690    0.0677
-#> 290:    92.6657   -5.8909   -2.2973   -4.1302   -0.9490    0.1838    0.1123    3.5433    0.8260    3.8201    0.1540    0.2744    1.4279    0.0342    1.1687    0.0676
-#> 291:    92.6642   -5.8902   -2.2978   -4.1312   -0.9493    0.1835    0.1124    3.5399    0.8262    3.8365    0.1538    0.2738    1.4279    0.0342    1.1695    0.0676
-#> 292:    92.6635   -5.8917   -2.2983   -4.1316   -0.9495    0.1831    0.1121    3.5453    0.8263    3.8517    0.1535    0.2733    1.4275    0.0342    1.1695    0.0675
-#> 293:    92.6622   -5.8936   -2.2991   -4.1323   -0.9497    0.1830    0.1121    3.5526    0.8265    3.8692    0.1533    0.2728    1.4274    0.0342    1.1701    0.0675
-#> 294:    92.6604   -5.8936   -2.2999   -4.1328   -0.9499    0.1826    0.1126    3.5505    0.8263    3.8838    0.1533    0.2723    1.4273    0.0342    1.1712    0.0675
-#> 295:    92.6593   -5.8924   -2.3007   -4.1329   -0.9498    0.1823    0.1131    3.5443    0.8262    3.9004    0.1531    0.2717    1.4276    0.0342    1.1718    0.0674
-#> 296:    92.6586   -5.8906   -2.3016   -4.1323   -0.9496    0.1822    0.1133    3.5374    0.8266    3.9103    0.1530    0.2707    1.4272    0.0343    1.1714    0.0674
-#> 297:    92.6578   -5.8889   -2.3026   -4.1329   -0.9494    0.1819    0.1139    3.5315    0.8271    3.9280    0.1528    0.2697    1.4267    0.0343    1.1697    0.0675
-#> 298:    92.6575   -5.8885   -2.3036   -4.1330   -0.9490    0.1814    0.1143    3.5303    0.8275    3.9410    0.1527    0.2689    1.4263    0.0344    1.1688    0.0675
-#> 299:    92.6566   -5.8879   -2.3047   -4.1329   -0.9488    0.1807    0.1147    3.5286    0.8282    3.9507    0.1526    0.2679    1.4263    0.0345    1.1680    0.0674
-#> 300:    92.6555   -5.8862   -2.3057   -4.1325   -0.9483    0.1802    0.1151    3.5225    0.8293    3.9582    0.1527    0.2671    1.4261    0.0345    1.1677    0.0674
-#> 301:    92.6545   -5.8854   -2.3067   -4.1326   -0.9480    0.1795    0.1156    3.5191    0.8300    3.9691    0.1530    0.2665    1.4257    0.0346    1.1672    0.0674
-#> 302:    92.6539   -5.8839   -2.3078   -4.1322   -0.9477    0.1788    0.1161    3.5154    0.8309    3.9769    0.1532    0.2657    1.4252    0.0346    1.1664    0.0675
-#> 303:    92.6541   -5.8799   -2.3089   -4.1327   -0.9474    0.1782    0.1161    3.5012    0.8319    3.9913    0.1534    0.2649    1.4242    0.0347    1.1653    0.0675
-#> 304:    92.6554   -5.8766   -2.3096   -4.1326   -0.9472    0.1774    0.1164    3.4879    0.8328    3.9978    0.1536    0.2641    1.4234    0.0348    1.1644    0.0675
-#> 305:    92.6559   -5.8732   -2.3104   -4.1325   -0.9470    0.1764    0.1161    3.4740    0.8334    4.0037    0.1535    0.2633    1.4231    0.0348    1.1634    0.0676
-#> 306:    92.6564   -5.8717   -2.3113   -4.1322   -0.9470    0.1758    0.1161    3.4705    0.8341    4.0097    0.1537    0.2622    1.4236    0.0348    1.1628    0.0676
-#> 307:    92.6573   -5.8703   -2.3121   -4.1320   -0.9469    0.1748    0.1158    3.4630    0.8349    4.0154    0.1538    0.2614    1.4231    0.0348    1.1617    0.0677
-#> 308:    92.6578   -5.8695   -2.3129   -4.1318   -0.9465    0.1738    0.1154    3.4585    0.8356    4.0210    0.1540    0.2607    1.4229    0.0348    1.1604    0.0677
-#> 309:    92.6577   -5.8691   -2.3132   -4.1317   -0.9465    0.1732    0.1151    3.4548    0.8369    4.0270    0.1540    0.2596    1.4233    0.0348    1.1589    0.0678
-#> 310:    92.6580   -5.8680   -2.3135   -4.1309   -0.9466    0.1727    0.1147    3.4472    0.8377    4.0280    0.1540    0.2587    1.4231    0.0348    1.1569    0.0679
-#> 311:    92.6575   -5.8681   -2.3141   -4.1303   -0.9466    0.1722    0.1144    3.4477    0.8384    4.0303    0.1539    0.2577    1.4236    0.0348    1.1557    0.0679
-#> 312:    92.6571   -5.8685   -2.3145   -4.1299   -0.9467    0.1720    0.1143    3.4498    0.8393    4.0328    0.1538    0.2566    1.4237    0.0348    1.1545    0.0680
-#> 313:    92.6559   -5.8685   -2.3150   -4.1296   -0.9469    0.1718    0.1142    3.4483    0.8403    4.0358    0.1537    0.2555    1.4234    0.0348    1.1532    0.0681
-#> 314:    92.6543   -5.8699   -2.3155   -4.1294   -0.9471    0.1715    0.1142    3.4526    0.8404    4.0401    0.1537    0.2546    1.4236    0.0347    1.1522    0.0681
-#> 315:    92.6528   -5.8713   -2.3161   -4.1289   -0.9472    0.1712    0.1144    3.4584    0.8402    4.0427    0.1537    0.2538    1.4234    0.0347    1.1520    0.0682
-#> 316:    92.6510   -5.8726   -2.3166   -4.1283   -0.9472    0.1705    0.1146    3.4647    0.8404    4.0443    0.1537    0.2528    1.4236    0.0347    1.1511    0.0682
-#> 317:    92.6496   -5.8736   -2.3170   -4.1281   -0.9474    0.1699    0.1147    3.4701    0.8406    4.0497    0.1536    0.2520    1.4238    0.0347    1.1504    0.0683
-#> 318:    92.6479   -5.8745   -2.3174   -4.1276   -0.9475    0.1695    0.1153    3.4729    0.8410    4.0511    0.1535    0.2510    1.4238    0.0347    1.1503    0.0683
-#> 319:    92.6463   -5.8773   -2.3175   -4.1272   -0.9476    0.1690    0.1155    3.4868    0.8409    4.0527    0.1535    0.2502    1.4234    0.0347    1.1484    0.0685
-#> 320:    92.6447   -5.8770   -2.3179   -4.1263   -0.9478    0.1684    0.1158    3.4849    0.8407    4.0516    0.1534    0.2493    1.4238    0.0347    1.1483    0.0685
-#> 321:    92.6433   -5.8768   -2.3181   -4.1255   -0.9479    0.1679    0.1161    3.4850    0.8405    4.0511    0.1533    0.2485    1.4238    0.0346    1.1474    0.0686
-#> 322:    92.6425   -5.8766   -2.3182   -4.1246   -0.9480    0.1673    0.1161    3.4839    0.8403    4.0505    0.1530    0.2474    1.4243    0.0346    1.1458    0.0687
-#> 323:    92.6414   -5.8778   -2.3183   -4.1241   -0.9481    0.1669    0.1162    3.4888    0.8402    4.0517    0.1530    0.2466    1.4244    0.0346    1.1454    0.0687
-#> 324:    92.6404   -5.8771   -2.3186   -4.1236   -0.9482    0.1666    0.1161    3.4855    0.8401    4.0525    0.1529    0.2459    1.4247    0.0345    1.1446    0.0687
-#> 325:    92.6396   -5.8753   -2.3188   -4.1231   -0.9483    0.1664    0.1156    3.4767    0.8396    4.0533    0.1529    0.2454    1.4253    0.0345    1.1438    0.0689
-#> 326:    92.6397   -5.8766   -2.3192   -4.1226   -0.9484    0.1663    0.1152    3.4798    0.8389    4.0542    0.1527    0.2449    1.4253    0.0345    1.1431    0.0690
-#> 327:    92.6395   -5.8785   -2.3197   -4.1224   -0.9483    0.1660    0.1151    3.4880    0.8382    4.0557    0.1528    0.2445    1.4250    0.0345    1.1430    0.0690
-#> 328:    92.6397   -5.8805   -2.3202   -4.1221   -0.9483    0.1657    0.1153    3.5011    0.8373    4.0568    0.1528    0.2442    1.4246    0.0345    1.1427    0.0690
-#> 329:    92.6390   -5.8838   -2.3208   -4.1219   -0.9482    0.1655    0.1161    3.5176    0.8365    4.0580    0.1530    0.2439    1.4241    0.0345    1.1429    0.0690
-#> 330:    92.6380   -5.8862   -2.3215   -4.1216   -0.9484    0.1653    0.1166    3.5286    0.8355    4.0584    0.1529    0.2437    1.4234    0.0346    1.1428    0.0690
-#> 331:    92.6367   -5.8867   -2.3223   -4.1206   -0.9484    0.1651    0.1165    3.5288    0.8348    4.0577    0.1528    0.2435    1.4233    0.0346    1.1429    0.0690
-#> 332:    92.6360   -5.8859   -2.3230   -4.1199   -0.9485    0.1650    0.1165    3.5235    0.8343    4.0572    0.1527    0.2433    1.4227    0.0346    1.1429    0.0689
-#> 333:    92.6361   -5.8839   -2.3237   -4.1194   -0.9485    0.1649    0.1162    3.5142    0.8340    4.0564    0.1527    0.2430    1.4224    0.0347    1.1429    0.0689
-#> 334:    92.6359   -5.8824   -2.3244   -4.1190   -0.9486    0.1649    0.1158    3.5070    0.8337    4.0567    0.1527    0.2424    1.4218    0.0347    1.1442    0.0689
-#> 335:    92.6366   -5.8826   -2.3250   -4.1186   -0.9485    0.1645    0.1157    3.5069    0.8334    4.0574    0.1527    0.2419    1.4214    0.0347    1.1448    0.0688
-#> 336:    92.6374   -5.8816   -2.3253   -4.1182   -0.9486    0.1644    0.1158    3.5034    0.8330    4.0580    0.1528    0.2415    1.4212    0.0347    1.1471    0.0687
-#> 337:    92.6378   -5.8810   -2.3258   -4.1176   -0.9487    0.1642    0.1159    3.5023    0.8325    4.0582    0.1528    0.2410    1.4212    0.0347    1.1467    0.0688
-#> 338:    92.6383   -5.8814   -2.3262   -4.1168   -0.9488    0.1637    0.1160    3.5028    0.8322    4.0571    0.1526    0.2409    1.4216    0.0346    1.1456    0.0689
-#> 339:    92.6392   -5.8808   -2.3266   -4.1160   -0.9490    0.1631    0.1161    3.4989    0.8318    4.0566    0.1524    0.2408    1.4220    0.0346    1.1441    0.0690
-#> 340:    92.6393   -5.8810   -2.3269   -4.1152   -0.9491    0.1626    0.1157    3.4997    0.8316    4.0564    0.1524    0.2407    1.4216    0.0346    1.1419    0.0692
-#> 341:    92.6394   -5.8807   -2.3272   -4.1148   -0.9492    0.1619    0.1153    3.4966    0.8308    4.0552    0.1523    0.2405    1.4218    0.0346    1.1415    0.0692
-#> 342:    92.6394   -5.8806   -2.3274   -4.1141   -0.9493    0.1612    0.1146    3.4936    0.8303    4.0537    0.1522    0.2405    1.4221    0.0346    1.1406    0.0692
-#> 343:    92.6398   -5.8819   -2.3277   -4.1134   -0.9494    0.1606    0.1141    3.4961    0.8297    4.0519    0.1522    0.2402    1.4219    0.0347    1.1404    0.0692
-#> 344:    92.6401   -5.8823   -2.3280   -4.1128   -0.9497    0.1599    0.1137    3.4963    0.8293    4.0504    0.1523    0.2400    1.4214    0.0346    1.1404    0.0692
-#> 345:    92.6404   -5.8829   -2.3283   -4.1124   -0.9498    0.1593    0.1136    3.4958    0.8289    4.0494    0.1523    0.2396    1.4214    0.0346    1.1398    0.0692
-#> 346:    92.6405   -5.8829   -2.3283   -4.1119   -0.9499    0.1587    0.1135    3.4953    0.8287    4.0484    0.1522    0.2394    1.4216    0.0346    1.1397    0.0692
-#> 347:    92.6404   -5.8833   -2.3288   -4.1117   -0.9500    0.1582    0.1133    3.4965    0.8289    4.0480    0.1521    0.2391    1.4211    0.0346    1.1388    0.0692
-#> 348:    92.6407   -5.8838   -2.3293   -4.1113   -0.9502    0.1578    0.1132    3.4978    0.8290    4.0471    0.1520    0.2388    1.4209    0.0346    1.1385    0.0692
-#> 349:    92.6409   -5.8847   -2.3299   -4.1110   -0.9503    0.1571    0.1128    3.5024    0.8290    4.0474    0.1519    0.2386    1.4207    0.0347    1.1379    0.0692
-#> 350:    92.6413   -5.8853   -2.3304   -4.1107   -0.9504    0.1567    0.1125    3.5037    0.8287    4.0478    0.1519    0.2383    1.4207    0.0347    1.1366    0.0693
-#> 351:    92.6415   -5.8868   -2.3310   -4.1104   -0.9504    0.1562    0.1122    3.5109    0.8287    4.0490    0.1518    0.2378    1.4208    0.0347    1.1364    0.0693
-#> 352:    92.6413   -5.8882   -2.3316   -4.1103   -0.9504    0.1557    0.1120    3.5196    0.8287    4.0517    0.1517    0.2375    1.4207    0.0346    1.1361    0.0693
-#> 353:    92.6414   -5.8890   -2.3322   -4.1101   -0.9503    0.1553    0.1117    3.5237    0.8290    4.0533    0.1517    0.2371    1.4202    0.0346    1.1345    0.0693
-#> 354:    92.6417   -5.8879   -2.3327   -4.1099   -0.9502    0.1548    0.1115    3.5206    0.8294    4.0546    0.1515    0.2368    1.4200    0.0346    1.1336    0.0694
-#> 355:    92.6417   -5.8882   -2.3333   -4.1096   -0.9500    0.1541    0.1115    3.5265    0.8296    4.0548    0.1514    0.2364    1.4203    0.0346    1.1325    0.0694
-#> 356:    92.6414   -5.8881   -2.3338   -4.1093   -0.9497    0.1535    0.1115    3.5339    0.8299    4.0553    0.1513    0.2362    1.4204    0.0346    1.1318    0.0694
-#> 357:    92.6414   -5.8874   -2.3343   -4.1087   -0.9497    0.1529    0.1117    3.5320    0.8302    4.0548    0.1512    0.2358    1.4205    0.0346    1.1315    0.0694
-#> 358:    92.6415   -5.8865   -2.3349   -4.1087   -0.9497    0.1523    0.1118    3.5274    0.8308    4.0583    0.1510    0.2354    1.4206    0.0346    1.1308    0.0695
-#> 359:    92.6415   -5.8855   -2.3352   -4.1085   -0.9497    0.1518    0.1123    3.5208    0.8308    4.0597    0.1509    0.2349    1.4205    0.0346    1.1298    0.0695
-#> 360:    92.6413   -5.8851   -2.3356   -4.1080   -0.9496    0.1513    0.1125    3.5176    0.8308    4.0606    0.1508    0.2344    1.4207    0.0346    1.1289    0.0695
-#> 361:    92.6412   -5.8854   -2.3359   -4.1076   -0.9498    0.1508    0.1126    3.5187    0.8308    4.0618    0.1508    0.2338    1.4214    0.0345    1.1279    0.0695
-#> 362:    92.6415   -5.8861   -2.3362   -4.1072   -0.9499    0.1503    0.1126    3.5210    0.8306    4.0636    0.1507    0.2333    1.4218    0.0345    1.1273    0.0695
-#> 363:    92.6412   -5.8884   -2.3364   -4.1066   -0.9499    0.1498    0.1126    3.5327    0.8305    4.0646    0.1507    0.2328    1.4221    0.0345    1.1273    0.0695
-#> 364:    92.6411   -5.8895   -2.3367   -4.1062   -0.9501    0.1494    0.1126    3.5366    0.8306    4.0659    0.1507    0.2322    1.4227    0.0345    1.1280    0.0695
-#> 365:    92.6411   -5.8908   -2.3367   -4.1060   -0.9502    0.1489    0.1125    3.5405    0.8307    4.0690    0.1507    0.2317    1.4228    0.0344    1.1280    0.0695
-#> 366:    92.6412   -5.8926   -2.3366   -4.1062   -0.9502    0.1484    0.1125    3.5483    0.8307    4.0724    0.1507    0.2311    1.4228    0.0344    1.1280    0.0695
-#> 367:    92.6406   -5.8940   -2.3366   -4.1059   -0.9503    0.1483    0.1124    3.5557    0.8308    4.0738    0.1507    0.2305    1.4228    0.0344    1.1273    0.0695
-#> 368:    92.6402   -5.8940   -2.3365   -4.1059   -0.9504    0.1483    0.1122    3.5538    0.8306    4.0773    0.1507    0.2299    1.4228    0.0344    1.1266    0.0696
-#> 369:    92.6398   -5.8933   -2.3366   -4.1058   -0.9504    0.1482    0.1122    3.5489    0.8303    4.0796    0.1507    0.2295    1.4228    0.0343    1.1261    0.0696
-#> 370:    92.6394   -5.8928   -2.3366   -4.1059   -0.9504    0.1481    0.1123    3.5445    0.8302    4.0819    0.1506    0.2291    1.4229    0.0343    1.1258    0.0696
-#> 371:    92.6390   -5.8930   -2.3369   -4.1062   -0.9503    0.1481    0.1125    3.5446    0.8299    4.0854    0.1506    0.2285    1.4230    0.0343    1.1257    0.0696
-#> 372:    92.6387   -5.8926   -2.3372   -4.1064   -0.9503    0.1482    0.1125    3.5424    0.8298    4.0887    0.1505    0.2281    1.4234    0.0343    1.1262    0.0696
-#> 373:    92.6385   -5.8927   -2.3376   -4.1067   -0.9502    0.1483    0.1126    3.5447    0.8297    4.0919    0.1504    0.2275    1.4236    0.0343    1.1268    0.0696
-#> 374:    92.6382   -5.8932   -2.3380   -4.1064   -0.9502    0.1481    0.1131    3.5490    0.8295    4.0929    0.1503    0.2272    1.4238    0.0343    1.1267    0.0696
-#> 375:    92.6385   -5.8944   -2.3383   -4.1062   -0.9502    0.1481    0.1136    3.5562    0.8292    4.0936    0.1503    0.2269    1.4240    0.0343    1.1274    0.0695
-#> 376:    92.6388   -5.8942   -2.3387   -4.1061   -0.9502    0.1481    0.1141    3.5575    0.8295    4.0942    0.1502    0.2267    1.4236    0.0343    1.1272    0.0695
-#> 377:    92.6389   -5.8942   -2.3392   -4.1060   -0.9502    0.1482    0.1145    3.5579    0.8298    4.0950    0.1501    0.2264    1.4233    0.0344    1.1272    0.0695
-#> 378:    92.6388   -5.8939   -2.3397   -4.1060   -0.9502    0.1481    0.1150    3.5558    0.8298    4.0959    0.1500    0.2261    1.4232    0.0344    1.1271    0.0695
-#> 379:    92.6388   -5.8934   -2.3399   -4.1062   -0.9500    0.1483    0.1153    3.5521    0.8294    4.0980    0.1500    0.2257    1.4236    0.0344    1.1279    0.0694
-#> 380:    92.6390   -5.8920   -2.3402   -4.1065   -0.9499    0.1484    0.1155    3.5446    0.8292    4.1007    0.1500    0.2254    1.4241    0.0344    1.1285    0.0694
-#> 381:    92.6394   -5.8906   -2.3404   -4.1069   -0.9498    0.1485    0.1157    3.5378    0.8290    4.1040    0.1500    0.2250    1.4249    0.0343    1.1296    0.0694
-#> 382:    92.6403   -5.8893   -2.3406   -4.1085   -0.9498    0.1487    0.1157    3.5319    0.8289    4.1195    0.1500    0.2246    1.4250    0.0343    1.1301    0.0694
-#> 383:    92.6402   -5.8882   -2.3408   -4.1096   -0.9499    0.1488    0.1155    3.5269    0.8287    4.1290    0.1500    0.2243    1.4253    0.0343    1.1300    0.0694
-#> 384:    92.6401   -5.8871   -2.3412   -4.1102   -0.9498    0.1490    0.1155    3.5219    0.8285    4.1340    0.1499    0.2241    1.4254    0.0343    1.1297    0.0694
-#> 385:    92.6396   -5.8867   -2.3417   -4.1105   -0.9497    0.1493    0.1155    3.5195    0.8281    4.1364    0.1498    0.2238    1.4252    0.0343    1.1297    0.0695
-#> 386:    92.6393   -5.8863   -2.3423   -4.1116   -0.9496    0.1497    0.1153    3.5190    0.8280    4.1452    0.1497    0.2235    1.4251    0.0343    1.1307    0.0694
-#> 387:    92.6391   -5.8865   -2.3429   -4.1124   -0.9495    0.1498    0.1155    3.5219    0.8280    4.1502    0.1497    0.2234    1.4247    0.0343    1.1301    0.0695
-#> 388:    92.6389   -5.8861   -2.3436   -4.1129   -0.9494    0.1501    0.1158    3.5228    0.8278    4.1540    0.1496    0.2233    1.4243    0.0343    1.1293    0.0695
-#> 389:    92.6384   -5.8849   -2.3442   -4.1132   -0.9491    0.1504    0.1159    3.5195    0.8276    4.1571    0.1496    0.2231    1.4242    0.0343    1.1284    0.0696
-#> 390:    92.6382   -5.8838   -2.3447   -4.1134   -0.9489    0.1506    0.1159    3.5172    0.8276    4.1603    0.1497    0.2230    1.4242    0.0343    1.1273    0.0697
-#> 391:    92.6380   -5.8821   -2.3454   -4.1140   -0.9486    0.1509    0.1159    3.5134    0.8274    4.1661    0.1498    0.2228    1.4238    0.0343    1.1266    0.0697
-#> 392:    92.6374   -5.8800   -2.3460   -4.1140   -0.9485    0.1513    0.1158    3.5069    0.8274    4.1673    0.1499    0.2226    1.4235    0.0343    1.1258    0.0698
-#> 393:    92.6372   -5.8785   -2.3467   -4.1140   -0.9485    0.1514    0.1159    3.5019    0.8275    4.1684    0.1499    0.2223    1.4232    0.0343    1.1258    0.0698
-#> 394:    92.6372   -5.8765   -2.3473   -4.1142   -0.9485    0.1515    0.1161    3.4955    0.8275    4.1710    0.1499    0.2221    1.4228    0.0344    1.1260    0.0697
-#> 395:    92.6371   -5.8761   -2.3476   -4.1145   -0.9485    0.1515    0.1164    3.4940    0.8273    4.1739    0.1498    0.2220    1.4227    0.0344    1.1254    0.0698
-#> 396:    92.6370   -5.8759   -2.3480   -4.1147   -0.9485    0.1516    0.1166    3.4942    0.8269    4.1764    0.1498    0.2217    1.4222    0.0344    1.1252    0.0698
-#> 397:    92.6371   -5.8756   -2.3483   -4.1149   -0.9486    0.1516    0.1167    3.4914    0.8267    4.1796    0.1498    0.2214    1.4219    0.0344    1.1253    0.0697
-#> 398:    92.6371   -5.8756   -2.3486   -4.1155   -0.9486    0.1518    0.1167    3.4909    0.8268    4.1840    0.1498    0.2210    1.4216    0.0344    1.1250    0.0697
-#> 399:    92.6368   -5.8765   -2.3489   -4.1157   -0.9485    0.1519    0.1170    3.4958    0.8266    4.1866    0.1498    0.2205    1.4213    0.0344    1.1245    0.0698
-#> 400:    92.6368   -5.8769   -2.3491   -4.1158   -0.9485    0.1522    0.1174    3.4972    0.8266    4.1888    0.1499    0.2200    1.4209    0.0344    1.1242    0.0698
-#> 401:    92.6366   -5.8768   -2.3493   -4.1161   -0.9484    0.1524    0.1175    3.4964    0.8267    4.1913    0.1499    0.2196    1.4204    0.0344    1.1240    0.0698
-#> 402:    92.6362   -5.8767   -2.3495   -4.1164   -0.9483    0.1525    0.1176    3.4961    0.8267    4.1937    0.1499    0.2192    1.4201    0.0344    1.1240    0.0698
-#> 403:    92.6362   -5.8769   -2.3497   -4.1166   -0.9483    0.1526    0.1178    3.4981    0.8270    4.1960    0.1499    0.2187    1.4197    0.0345    1.1236    0.0698
-#> 404:    92.6359   -5.8772   -2.3499   -4.1166   -0.9483    0.1527    0.1179    3.4997    0.8272    4.1968    0.1499    0.2183    1.4193    0.0345    1.1232    0.0698
-#> 405:    92.6355   -5.8763   -2.3501   -4.1165   -0.9483    0.1527    0.1180    3.4946    0.8273    4.1976    0.1500    0.2180    1.4189    0.0345    1.1230    0.0698
-#> 406:    92.6351   -5.8768   -2.3503   -4.1164   -0.9482    0.1528    0.1184    3.4953    0.8274    4.1979    0.1500    0.2176    1.4184    0.0345    1.1227    0.0698
-#> 407:    92.6346   -5.8772   -2.3505   -4.1165   -0.9481    0.1527    0.1187    3.4965    0.8275    4.1999    0.1500    0.2173    1.4182    0.0344    1.1222    0.0698
-#> 408:    92.6344   -5.8786   -2.3508   -4.1167   -0.9482    0.1528    0.1190    3.5025    0.8276    4.2020    0.1500    0.2171    1.4178    0.0344    1.1215    0.0699
-#> 409:    92.6342   -5.8806   -2.3511   -4.1168   -0.9484    0.1529    0.1193    3.5134    0.8277    4.2037    0.1500    0.2167    1.4176    0.0344    1.1212    0.0699
-#> 410:    92.6341   -5.8826   -2.3514   -4.1170   -0.9486    0.1531    0.1193    3.5229    0.8279    4.2061    0.1500    0.2163    1.4175    0.0344    1.1212    0.0699
-#> 411:    92.6339   -5.8840   -2.3517   -4.1172   -0.9488    0.1532    0.1192    3.5280    0.8280    4.2087    0.1499    0.2159    1.4175    0.0345    1.1208    0.0699
-#> 412:    92.6338   -5.8850   -2.3520   -4.1175   -0.9489    0.1534    0.1193    3.5311    0.8280    4.2121    0.1497    0.2155    1.4177    0.0345    1.1204    0.0699
-#> 413:    92.6343   -5.8859   -2.3523   -4.1177   -0.9491    0.1536    0.1191    3.5337    0.8282    4.2156    0.1497    0.2151    1.4176    0.0345    1.1198    0.0699
-#> 414:    92.6350   -5.8861   -2.3526   -4.1184   -0.9491    0.1540    0.1191    3.5350    0.8283    4.2209    0.1496    0.2147    1.4177    0.0345    1.1196    0.0699
-#> 415:    92.6354   -5.8866   -2.3528   -4.1191   -0.9492    0.1543    0.1191    3.5373    0.8284    4.2258    0.1496    0.2142    1.4179    0.0345    1.1191    0.0699
-#> 416:    92.6360   -5.8873   -2.3531   -4.1201   -0.9493    0.1548    0.1193    3.5431    0.8286    4.2328    0.1495    0.2137    1.4178    0.0345    1.1187    0.0699
-#> 417:    92.6361   -5.8878   -2.3533   -4.1213   -0.9494    0.1551    0.1192    3.5465    0.8288    4.2415    0.1494    0.2131    1.4182    0.0345    1.1189    0.0699
-#> 418:    92.6366   -5.8883   -2.3535   -4.1221   -0.9495    0.1555    0.1194    3.5499    0.8291    4.2477    0.1493    0.2127    1.4180    0.0345    1.1184    0.0699
-#> 419:    92.6367   -5.8885   -2.3536   -4.1236   -0.9495    0.1560    0.1195    3.5517    0.8292    4.2588    0.1492    0.2123    1.4179    0.0345    1.1180    0.0700
-#> 420:    92.6371   -5.8874   -2.3536   -4.1249   -0.9495    0.1564    0.1197    3.5474    0.8293    4.2666    0.1491    0.2118    1.4181    0.0345    1.1182    0.0700
-#> 421:    92.6374   -5.8860   -2.3537   -4.1263   -0.9494    0.1569    0.1197    3.5416    0.8292    4.2759    0.1492    0.2114    1.4184    0.0345    1.1188    0.0699
-#> 422:    92.6377   -5.8850   -2.3538   -4.1279   -0.9493    0.1572    0.1197    3.5365    0.8292    4.2865    0.1491    0.2110    1.4185    0.0345    1.1188    0.0700
-#> 423:    92.6380   -5.8844   -2.3540   -4.1299   -0.9494    0.1576    0.1196    3.5323    0.8290    4.2999    0.1491    0.2106    1.4186    0.0345    1.1192    0.0699
-#> 424:    92.6382   -5.8842   -2.3541   -4.1312   -0.9495    0.1581    0.1198    3.5309    0.8290    4.3092    0.1491    0.2103    1.4184    0.0345    1.1197    0.0699
-#> 425:    92.6382   -5.8838   -2.3543   -4.1320   -0.9495    0.1584    0.1197    3.5281    0.8289    4.3140    0.1491    0.2099    1.4185    0.0346    1.1196    0.0699
-#> 426:    92.6380   -5.8829   -2.3545   -4.1327   -0.9494    0.1587    0.1196    3.5234    0.8293    4.3183    0.1491    0.2096    1.4182    0.0346    1.1194    0.0699
-#> 427:    92.6375   -5.8823   -2.3548   -4.1335   -0.9494    0.1589    0.1197    3.5189    0.8295    4.3233    0.1492    0.2092    1.4180    0.0346    1.1196    0.0699
-#> 428:    92.6370   -5.8813   -2.3552   -4.1343   -0.9494    0.1592    0.1199    3.5140    0.8295    4.3286    0.1491    0.2088    1.4182    0.0346    1.1198    0.0699
-#> 429:    92.6368   -5.8802   -2.3556   -4.1356   -0.9495    0.1597    0.1202    3.5093    0.8296    4.3372    0.1491    0.2086    1.4182    0.0346    1.1208    0.0699
-#> 430:    92.6370   -5.8794   -2.3560   -4.1366   -0.9496    0.1602    0.1201    3.5058    0.8297    4.3439    0.1492    0.2084    1.4183    0.0346    1.1216    0.0698
-#> 431:    92.6371   -5.8792   -2.3564   -4.1372   -0.9497    0.1606    0.1201    3.5029    0.8298    4.3473    0.1493    0.2082    1.4182    0.0346    1.1215    0.0698
-#> 432:    92.6371   -5.8793   -2.3567   -4.1377   -0.9499    0.1609    0.1201    3.5008    0.8297    4.3499    0.1494    0.2080    1.4180    0.0346    1.1218    0.0698
-#> 433:    92.6370   -5.8799   -2.3570   -4.1387   -0.9501    0.1612    0.1201    3.5014    0.8298    4.3560    0.1495    0.2078    1.4180    0.0346    1.1218    0.0699
-#> 434:    92.6371   -5.8790   -2.3573   -4.1398   -0.9501    0.1615    0.1200    3.4982    0.8300    4.3624    0.1496    0.2076    1.4179    0.0346    1.1213    0.0699
-#> 435:    92.6368   -5.8789   -2.3576   -4.1409   -0.9501    0.1619    0.1199    3.4979    0.8302    4.3697    0.1496    0.2074    1.4176    0.0346    1.1205    0.0699
-#> 436:    92.6365   -5.8792   -2.3579   -4.1424   -0.9500    0.1623    0.1197    3.4987    0.8304    4.3798    0.1497    0.2073    1.4173    0.0346    1.1198    0.0699
-#> 437:    92.6364   -5.8798   -2.3582   -4.1439   -0.9500    0.1627    0.1195    3.5017    0.8307    4.3905    0.1497    0.2071    1.4172    0.0346    1.1191    0.0700
-#> 438:    92.6362   -5.8803   -2.3585   -4.1450   -0.9499    0.1631    0.1193    3.5053    0.8309    4.3973    0.1497    0.2070    1.4172    0.0346    1.1186    0.0700
-#> 439:    92.6361   -5.8811   -2.3588   -4.1463   -0.9498    0.1634    0.1190    3.5101    0.8312    4.4052    0.1496    0.2069    1.4172    0.0346    1.1188    0.0700
-#> 440:    92.6360   -5.8816   -2.3591   -4.1477   -0.9498    0.1637    0.1187    3.5127    0.8315    4.4145    0.1495    0.2068    1.4172    0.0346    1.1189    0.0700
-#> 441:    92.6357   -5.8816   -2.3594   -4.1492   -0.9499    0.1640    0.1185    3.5136    0.8319    4.4252    0.1494    0.2069    1.4175    0.0346    1.1191    0.0700
-#> 442:    92.6356   -5.8819   -2.3596   -4.1501   -0.9500    0.1642    0.1181    3.5151    0.8323    4.4310    0.1494    0.2070    1.4176    0.0346    1.1193    0.0700
-#> 443:    92.6356   -5.8825   -2.3598   -4.1512   -0.9501    0.1643    0.1180    3.5178    0.8324    4.4379    0.1493    0.2071    1.4179    0.0346    1.1196    0.0700
-#> 444:    92.6352   -5.8827   -2.3602   -4.1525   -0.9502    0.1644    0.1180    3.5169    0.8327    4.4458    0.1493    0.2073    1.4178    0.0346    1.1198    0.0700
-#> 445:    92.6348   -5.8828   -2.3605   -4.1534   -0.9502    0.1643    0.1180    3.5178    0.8329    4.4505    0.1493    0.2074    1.4178    0.0346    1.1202    0.0700
-#> 446:    92.6342   -5.8830   -2.3609   -4.1541   -0.9503    0.1643    0.1183    3.5182    0.8331    4.4539    0.1494    0.2077    1.4176    0.0346    1.1199    0.0700
-#> 447:    92.6334   -5.8832   -2.3613   -4.1548   -0.9503    0.1643    0.1188    3.5188    0.8333    4.4571    0.1494    0.2079    1.4172    0.0346    1.1198    0.0700
-#> 448:    92.6331   -5.8833   -2.3616   -4.1557   -0.9503    0.1643    0.1190    3.5190    0.8335    4.4613    0.1494    0.2080    1.4170    0.0346    1.1198    0.0700
-#> 449:    92.6327   -5.8835   -2.3619   -4.1563   -0.9504    0.1641    0.1192    3.5191    0.8335    4.4636    0.1493    0.2081    1.4172    0.0346    1.1196    0.0700
-#> 450:    92.6322   -5.8831   -2.3620   -4.1566   -0.9505    0.1639    0.1194    3.5152    0.8340    4.4647    0.1492    0.2083    1.4172    0.0346    1.1189    0.0700
-#> 451:    92.6315   -5.8835   -2.3622   -4.1569   -0.9505    0.1635    0.1194    3.5192    0.8343    4.4648    0.1492    0.2084    1.4169    0.0346    1.1187    0.0700
-#> 452:    92.6312   -5.8834   -2.3625   -4.1572   -0.9506    0.1632    0.1193    3.5173    0.8345    4.4654    0.1492    0.2086    1.4166    0.0346    1.1183    0.0700
-#> 453:    92.6309   -5.8838   -2.3628   -4.1574   -0.9506    0.1629    0.1193    3.5175    0.8348    4.4660    0.1493    0.2087    1.4166    0.0346    1.1180    0.0700
-#> 454:    92.6307   -5.8832   -2.3629   -4.1574   -0.9507    0.1625    0.1193    3.5128    0.8354    4.4658    0.1493    0.2087    1.4164    0.0346    1.1176    0.0700
-#> 455:    92.6305   -5.8821   -2.3632   -4.1579   -0.9508    0.1624    0.1192    3.5071    0.8360    4.4678    0.1494    0.2089    1.4164    0.0346    1.1171    0.0701
-#> 456:    92.6307   -5.8811   -2.3634   -4.1589   -0.9509    0.1623    0.1190    3.5014    0.8364    4.4730    0.1494    0.2088    1.4168    0.0346    1.1168    0.0701
-#> 457:    92.6307   -5.8808   -2.3636   -4.1597   -0.9509    0.1621    0.1188    3.4980    0.8368    4.4772    0.1494    0.2089    1.4168    0.0347    1.1166    0.0701
-#> 458:    92.6308   -5.8813   -2.3638   -4.1607   -0.9510    0.1621    0.1185    3.4994    0.8369    4.4823    0.1494    0.2088    1.4168    0.0347    1.1161    0.0701
-#> 459:    92.6308   -5.8819   -2.3639   -4.1615   -0.9511    0.1620    0.1184    3.5008    0.8371    4.4861    0.1494    0.2086    1.4167    0.0347    1.1155    0.0701
-#> 460:    92.6309   -5.8824   -2.3642   -4.1621   -0.9511    0.1621    0.1182    3.5024    0.8374    4.4886    0.1493    0.2085    1.4164    0.0347    1.1148    0.0702
-#> 461:    92.6309   -5.8821   -2.3647   -4.1631   -0.9511    0.1621    0.1181    3.5000    0.8378    4.4937    0.1493    0.2084    1.4160    0.0347    1.1141    0.0702
-#> 462:    92.6309   -5.8825   -2.3651   -4.1638   -0.9511    0.1623    0.1180    3.5006    0.8381    4.4975    0.1492    0.2082    1.4156    0.0348    1.1133    0.0702
-#> 463:    92.6307   -5.8824   -2.3656   -4.1654   -0.9510    0.1624    0.1179    3.5000    0.8382    4.5074    0.1491    0.2081    1.4154    0.0348    1.1124    0.0702
-#> 464:    92.6305   -5.8825   -2.3660   -4.1668   -0.9510    0.1625    0.1178    3.5001    0.8384    4.5171    0.1491    0.2080    1.4149    0.0348    1.1115    0.0703
-#> 465:    92.6302   -5.8828   -2.3664   -4.1681   -0.9511    0.1626    0.1179    3.5012    0.8386    4.5247    0.1490    0.2079    1.4151    0.0348    1.1107    0.0703
-#> 466:    92.6300   -5.8827   -2.3668   -4.1697   -0.9511    0.1626    0.1179    3.5005    0.8390    4.5370    0.1490    0.2079    1.4148    0.0349    1.1098    0.0704
-#> 467:    92.6301   -5.8828   -2.3671   -4.1721   -0.9512    0.1628    0.1180    3.4991    0.8393    4.5562    0.1490    0.2078    1.4148    0.0349    1.1092    0.0704
-#> 468:    92.6303   -5.8833   -2.3675   -4.1745   -0.9513    0.1630    0.1181    3.4996    0.8397    4.5756    0.1489    0.2078    1.4148    0.0349    1.1086    0.0704
-#> 469:    92.6304   -5.8835   -2.3680   -4.1759   -0.9513    0.1630    0.1181    3.4991    0.8401    4.5829    0.1490    0.2080    1.4145    0.0349    1.1082    0.0704
-#> 470:    92.6304   -5.8839   -2.3685   -4.1772   -0.9512    0.1630    0.1183    3.4993    0.8405    4.5904    0.1490    0.2081    1.4142    0.0349    1.1079    0.0704
-#> 471:    92.6304   -5.8838   -2.3690   -4.1786   -0.9511    0.1631    0.1182    3.4992    0.8408    4.5981    0.1489    0.2082    1.4143    0.0350    1.1075    0.0704
-#> 472:    92.6301   -5.8839   -2.3695   -4.1800   -0.9511    0.1631    0.1182    3.5005    0.8413    4.6063    0.1488    0.2083    1.4143    0.0350    1.1072    0.0704
-#> 473:    92.6296   -5.8841   -2.3699   -4.1811   -0.9510    0.1630    0.1182    3.5019    0.8417    4.6119    0.1487    0.2085    1.4142    0.0350    1.1065    0.0704
-#> 474:    92.6293   -5.8843   -2.3704   -4.1823   -0.9510    0.1629    0.1184    3.5038    0.8422    4.6182    0.1487    0.2087    1.4145    0.0350    1.1060    0.0704
-#> 475:    92.6293   -5.8851   -2.3709   -4.1839   -0.9509    0.1628    0.1185    3.5084    0.8426    4.6277    0.1487    0.2089    1.4142    0.0351    1.1057    0.0704
-#> 476:    92.6293   -5.8854   -2.3713   -4.1847   -0.9509    0.1627    0.1185    3.5137    0.8430    4.6318    0.1486    0.2092    1.4139    0.0351    1.1057    0.0704
-#> 477:    92.6292   -5.8858   -2.3718   -4.1859   -0.9508    0.1627    0.1183    3.5201    0.8430    4.6397    0.1485    0.2095    1.4139    0.0351    1.1060    0.0704
-#> 478:    92.6291   -5.8871   -2.3722   -4.1867   -0.9508    0.1625    0.1181    3.5291    0.8432    4.6449    0.1483    0.2098    1.4140    0.0351    1.1058    0.0704
-#> 479:    92.6293   -5.8891   -2.3726   -4.1873   -0.9509    0.1623    0.1178    3.5422    0.8435    4.6486    0.1482    0.2100    1.4139    0.0352    1.1056    0.0704
-#> 480:    92.6294   -5.8910   -2.3730   -4.1881   -0.9509    0.1622    0.1175    3.5568    0.8437    4.6535    0.1482    0.2102    1.4140    0.0352    1.1053    0.0705
-#> 481:    92.6297   -5.8919   -2.3734   -4.1888   -0.9509    0.1621    0.1174    3.5650    0.8440    4.6572    0.1482    0.2104    1.4138    0.0353    1.1051    0.0705
-#> 482:    92.6293   -5.8929   -2.3737   -4.1894   -0.9509    0.1619    0.1173    3.5745    0.8444    4.6620    0.1482    0.2107    1.4134    0.0353    1.1047    0.0705
-#> 483:    92.6284   -5.8939   -2.3741   -4.1901   -0.9508    0.1616    0.1176    3.5832    0.8446    4.6672    0.1482    0.2109    1.4131    0.0353    1.1044    0.0705
-#> 484:    92.6276   -5.8943   -2.3744   -4.1904   -0.9507    0.1615    0.1179    3.5877    0.8447    4.6692    0.1483    0.2113    1.4128    0.0353    1.1041    0.0705
-#> 485:    92.6266   -5.8947   -2.3746   -4.1912   -0.9507    0.1616    0.1182    3.5903    0.8448    4.6751    0.1483    0.2115    1.4126    0.0354    1.1042    0.0705
-#> 486:    92.6258   -5.8952   -2.3749   -4.1918   -0.9508    0.1615    0.1185    3.5929    0.8450    4.6799    0.1485    0.2115    1.4125    0.0354    1.1045    0.0704
-#> 487:    92.6250   -5.8956   -2.3750   -4.1923   -0.9509    0.1614    0.1189    3.5922    0.8452    4.6835    0.1486    0.2115    1.4122    0.0354    1.1050    0.0704
-#> 488:    92.6242   -5.8956   -2.3752   -4.1927   -0.9510    0.1613    0.1191    3.5898    0.8453    4.6866    0.1487    0.2115    1.4119    0.0354    1.1051    0.0704
-#> 489:    92.6238   -5.8954   -2.3753   -4.1932   -0.9511    0.1611    0.1190    3.5871    0.8454    4.6905    0.1487    0.2115    1.4118    0.0354    1.1057    0.0704
-#> 490:    92.6237   -5.8951   -2.3754   -4.1936   -0.9511    0.1611    0.1188    3.5839    0.8454    4.6945    0.1487    0.2114    1.4117    0.0354    1.1064    0.0703
-#> 491:    92.6235   -5.8942   -2.3755   -4.1941   -0.9511    0.1610    0.1187    3.5790    0.8455    4.6981    0.1488    0.2115    1.4118    0.0354    1.1068    0.0703
-#> 492:    92.6234   -5.8938   -2.3755   -4.1952   -0.9512    0.1609    0.1186    3.5760    0.8454    4.7074    0.1488    0.2115    1.4119    0.0354    1.1074    0.0703
-#> 493:    92.6236   -5.8938   -2.3755   -4.1958   -0.9512    0.1608    0.1186    3.5747    0.8454    4.7121    0.1488    0.2114    1.4120    0.0354    1.1078    0.0702
-#> 494:    92.6239   -5.8945   -2.3756   -4.1964   -0.9513    0.1607    0.1186    3.5772    0.8455    4.7167    0.1488    0.2115    1.4120    0.0354    1.1082    0.0702
-#> 495:    92.6242   -5.8950   -2.3756   -4.1971   -0.9514    0.1605    0.1187    3.5798    0.8454    4.7227    0.1489    0.2117    1.4122    0.0354    1.1084    0.0702
-#> 496:    92.6242   -5.8962   -2.3757   -4.1978   -0.9514    0.1603    0.1189    3.5870    0.8455    4.7283    0.1489    0.2119    1.4121    0.0354    1.1090    0.0702
-#> 497:    92.6241   -5.8972   -2.3757   -4.1981   -0.9514    0.1602    0.1191    3.5934    0.8454    4.7298    0.1488    0.2120    1.4123    0.0354    1.1096    0.0701
-#> 498:    92.6244   -5.8973   -2.3758   -4.1981   -0.9514    0.1601    0.1190    3.5947    0.8454    4.7296    0.1488    0.2121    1.4123    0.0354    1.1101    0.0701
-#> 499:    92.6244   -5.8968   -2.3759   -4.1980   -0.9514    0.1600    0.1188    3.5935    0.8453    4.7290    0.1488    0.2124    1.4123    0.0354    1.1108    0.0701
-#> 500:    92.6245   -5.8959   -2.3759   -4.1978   -0.9513    0.1597    0.1188    3.5912    0.8452    4.7282    0.1488    0.2126    1.4123    0.0354    1.1111    0.0701
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_dfop_sfo_focei_obs_tc <- nlmixr(f_mmkin_tc["DFOP-SFO", ], est = "focei",
+
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#>  
#> 1:    90.7519   -4.8586   -1.7674   -3.5599   -2.0059    0.5800    4.8899    1.4250    1.1400    2.6923    0.4845    0.4370   10.2815    0.0004    9.0437    0.4047
+#> 2:    9.0763e+01  -5.2004e+00  -1.9605e+00  -4.2009e+00  -1.8767e+00   2.0341e-01   4.6454e+00   1.3537e+00   1.0830e+00   2.7771e+00   4.6027e-01   5.1181e-01   6.3469e+00   4.0033e-04   6.8216e+00   9.0448e-05
+#> 3:    9.0656e+01  -5.4820e+00  -2.0937e+00  -4.0962e+00  -1.5381e+00  -1.7136e-02   4.4131e+00   1.2861e+00   1.0288e+00   3.5620e+00   4.3726e-01   6.1217e-01   4.8763e+00   4.1436e-05   5.4967e+00   1.0148e-05
+#> 4:    9.0543e+01  -5.7744e+00  -2.1074e+00  -4.0393e+00  -1.3603e+00  -2.3531e-01   5.0162e+00   1.2218e+00   1.0041e+00   3.3839e+00   4.1540e-01   5.8157e-01   4.1029e+00   2.1466e-04   4.2869e+00   1.9419e-06
+#> 5:    91.1621   -6.0534   -2.0430   -4.0508   -1.2523   -0.2043    6.1015    1.1715    1.1998    3.2147    0.3946    0.5525    3.5979    0.0187    3.8221    0.0271
+#> 6:    91.1179   -5.9892   -2.0082   -4.1363   -1.1428   -0.1930    5.7964    1.1960    1.2360    3.4525    0.3749    0.5293    3.3091    0.0209    3.6230    0.0284
+#> 7:    91.6680   -5.9609   -2.0492   -4.1163   -1.0919   -0.1505    5.6134    1.6750    1.3055    3.2799    0.3631    0.5028    3.2412    0.0254    3.5108    0.0371
+#> 8:    91.6903   -5.9346   -2.0630   -4.0790   -1.1130   -0.0963    5.3327    2.2525    1.3524    3.1159    0.3449    0.4777    2.6165    0.0445    2.8556    0.0576
+#> 9:    92.2564   -5.7600   -2.0460   -4.1144   -1.0635   -0.0594    5.9616    2.1399    1.2848    2.9601    0.3277    0.4538    2.3593    0.0295    2.5704    0.0491
+#> 10:    92.2425   -5.7990   -2.0052   -4.0409   -1.0387   -0.1141    6.9547    2.1239    1.2205    2.8121    0.3113    0.4311    2.3237    0.0323    2.4227    0.0421
+#> 11:    92.4404   -5.6829   -2.0866   -4.0010   -1.0214   -0.0587    6.6790    2.0177    1.1595    2.6715    0.2957    0.4096    1.9963    0.0407    2.2478    0.0501
+#> 12:    92.0713   -5.8051   -2.1699   -4.0539   -0.9807    0.0174    6.7885    2.1380    1.1811    2.6017    0.2810    0.3891    1.8480    0.0502    2.0516    0.0522
+#> 13:    91.7214   -5.6954   -2.1579   -4.0944   -0.9935   -0.0195    6.4491    2.0311    1.1221    2.4716    0.2669    0.3696    1.8299    0.0531    1.9271    0.0520
+#> 14:    91.1978   -5.6733   -2.1988   -4.0794   -0.9387    0.0091    6.1267    1.9295    1.1589    2.3480    0.2536    0.3511    1.6357    0.0470    1.8899    0.0639
+#> 15:    91.3746   -5.5864   -2.1484   -4.1356   -0.9126    0.0045    5.8203    1.8330    1.2078    2.3265    0.2409    0.3336    1.6218    0.0428    1.6558    0.0725
+#> 16:    91.5646   -5.4931   -2.1474   -4.1242   -0.9148    0.0179    5.5293    1.7414    1.1474    2.2733    0.2288    0.3169    1.6467    0.0377    1.6977    0.0600
+#> 17:    91.4767   -5.5885   -2.1424   -4.1386   -0.9308    0.0602    5.2528    1.9428    1.2141    2.1762    0.2174    0.3343    1.4916    0.0424    1.4326    0.0717
+#> 18:    90.9989   -5.6364   -2.1601   -4.1606   -0.9676    0.0694    4.9902    1.8457    1.2521    2.2899    0.2065    0.3279    1.4504    0.0471    1.4267    0.0700
+#> 19:    91.4050   -5.7347   -2.0985   -4.1476   -0.9656    0.0668    4.7407    2.3263    1.4064    2.2061    0.1962    0.3296    1.3679    0.0485    1.2735    0.0844
+#> 20:    91.2707   -5.7623   -2.1155   -4.1538   -0.9601    0.0425    4.5037    2.6509    1.3408    2.1958    0.1864    0.3576    1.3736    0.0452    1.3454    0.0743
+#> 21:    91.6878   -5.8143   -2.1261   -4.1649   -0.9325    0.0333    4.7695    2.8996    1.3244    2.1300    0.1771    0.3509    1.4793    0.0508    1.0333    0.0839
+#> 22:    91.5363   -5.9047   -2.1358   -4.1655   -0.9207    0.0339    4.5310    3.4408    1.3022    2.1829    0.1682    0.3378    1.4260    0.0488    0.9436    0.0877
+#> 23:    91.9969   -5.9565   -2.1378   -4.1609   -0.9243    0.0701    4.3045    3.7239    1.3446    2.2424    0.1598    0.3209    1.4182    0.0412    0.9205    0.0873
+#> 24:    92.2835   -5.9272   -2.0883   -4.1651   -0.9248    0.0834    4.0892    3.7780    1.2773    2.2187    0.1518    0.3049    1.4749    0.0427    0.9837    0.0802
+#> 25:    92.3389   -6.1292   -2.1033   -4.2473   -0.9069    0.0593    3.8848    4.7059    1.2740    2.4323    0.1442    0.2896    1.3656    0.0493    0.9299    0.0798
+#> 26:    91.9840   -5.9821   -2.1124   -4.2150   -0.9100    0.1076    3.6905    4.4706    1.2103    2.4699    0.1458    0.2751    1.3200    0.0504    0.8256    0.0912
+#> 27:    92.4671   -5.8765   -2.0910   -4.2169   -0.9356    0.0483    3.5060    4.2471    1.2302    2.4791    0.1385    0.2614    1.4252    0.0520    0.8191    0.0836
+#> 28:    92.4130   -5.9480   -2.0870   -4.2191   -0.9338    0.0866    3.3859    4.1337    1.2210    2.4685    0.1412    0.2557    1.3860    0.0484    0.9189    0.0770
+#> 29:    92.3064   -5.7845   -2.0759   -4.2321   -0.9270    0.0855    4.2691    3.9271    1.3369    2.5457    0.1341    0.2922    1.3848    0.0513    0.9658    0.0785
+#> 30:    92.2109   -5.9347   -2.0725   -4.2042   -0.9074    0.0481    5.5659    3.9234    1.2701    2.4184    0.1370    0.2776    1.2925    0.0560    0.9058    0.0806
+#> 31:    91.8912   -5.7466   -2.0912   -4.1504   -0.9087    0.0443    5.2876    3.7272    1.2690    2.2975    0.1301    0.2637    1.3348    0.0517    0.8672    0.0840
+#> 32:    92.3866   -5.8560   -2.0979   -4.1547   -0.9044    0.0335    5.0232    3.5408    1.2761    2.3185    0.1307    0.2505    1.3558    0.0487    0.9422    0.0791
+#> 33:    92.4555   -5.6989   -2.0956   -4.1479   -0.9038    0.0447    4.7720    3.3638    1.3253    2.2962    0.1242    0.2380    1.4321    0.0432    0.8961    0.0799
+#> 34:    92.6307   -5.8831   -2.0769   -4.1319   -0.8946    0.0430    4.5334    3.7151    1.2785    2.2638    0.1201    0.2261    1.4076    0.0457    0.8269    0.0813
+#> 35:    92.5659   -5.9100   -2.0748   -4.1482   -0.9079    0.0563    4.6634    3.7452    1.3141    2.3378    0.1168    0.2148    1.3571    0.0451    0.8317    0.0831
+#> 36:    92.5738   -5.8574   -2.0981   -4.1214   -0.8963    0.0302    5.3272    3.7371    1.3359    2.2776    0.1331    0.2041    1.3308    0.0480    0.8953    0.0791
+#> 37:    92.1615   -5.7137   -2.0922   -4.1178   -0.9035    0.0455    5.4894    3.5503    1.2691    2.2508    0.1473    0.1939    1.3692    0.0495    0.9358    0.0800
+#> 38:    92.4421   -5.6978   -2.0905   -4.1275   -0.9052    0.0108    5.4295    3.3728    1.2057    2.2119    0.1432    0.1842    1.3421    0.0549    0.8932    0.0781
+#> 39:    92.3995   -5.6121   -2.0804   -4.1275   -0.8903    0.0270    5.1580    3.2041    1.1454    2.2119    0.1360    0.1978    1.3353    0.0524    0.9062    0.0775
+#> 40:    92.5616   -5.7907   -2.1099   -4.1127   -0.9074    0.0501    4.9001    3.0439    1.1582    2.1723    0.1387    0.1879    1.2981    0.0510    0.9517    0.0797
+#> 41:    92.2655   -5.6532   -2.0631   -4.1437   -0.9128    0.0346    4.6551    2.8917    1.1202    2.1498    0.1403    0.1785    1.4500    0.0461    0.7394    0.0903
+#> 42:    92.3218   -5.4916   -2.1072   -4.1312   -0.9310    0.0360    4.4224    2.7471    1.1648    2.1428    0.1332    0.1695    1.4034    0.0508    0.8131    0.0854
+#> 43:    92.6165   -5.5145   -2.0838   -4.1239   -0.9215    0.0347    4.2012    2.6098    1.1892    2.1202    0.1463    0.1611    1.3416    0.0507    0.8213    0.0847
+#> 44:    92.5385   -5.5590   -2.0872   -4.1376   -0.9210    0.0672    3.9912    2.4793    1.1416    2.2253    0.1450    0.1530    1.4008    0.0352    0.8639    0.0847
+#> 45:    92.2152   -5.6170   -2.1014   -4.1657   -0.9331    0.0781    3.7916    2.4382    1.1250    2.2378    0.1516    0.1556    1.4612    0.0329    1.0091    0.0820
+#> 46:    91.8943   -5.6650   -2.1329   -4.1649   -0.9241    0.1060    3.6020    2.6448    1.0705    2.3112    0.1441    0.1549    1.5047    0.0384    1.0179    0.0805
+#> 47:    91.8153   -5.5910   -2.1514   -4.1919   -0.9169    0.0885    3.4219    2.5125    1.0386    2.3140    0.1506    0.1620    1.4759    0.0375    1.1021    0.0740
+#> 48:    91.6295   -5.5438   -2.1516   -4.1570   -0.8742    0.0851    3.2508    2.3869    1.0816    2.1983    0.1630    0.1786    1.4024    0.0405    1.1135    0.0732
+#> 49:    91.4363   -5.5847   -2.1732   -4.1794   -0.8634    0.0948    3.0883    2.4829    1.0865    2.2378    0.1549    0.1697    1.4314    0.0434    1.0529    0.0742
+#> 50:    91.3634   -5.5794   -2.1613   -4.1507   -0.8849    0.0862    2.9339    2.6404    1.0829    2.2519    0.1493    0.1612    1.3704    0.0446    1.0081    0.0736
+#> 51:    91.2150   -5.5503   -2.1675   -4.1432   -0.8749    0.1178    2.7872    2.7368    1.0605    2.2261    0.1418    0.1532    1.4312    0.0418    1.0380    0.0781
+#> 52:    91.4343   -5.6336   -2.2138   -4.1552   -0.8867    0.1391    2.6677    2.7022    1.0857    2.2588    0.1493    0.1455    1.3220    0.0469    0.9272    0.0761
+#> 53:    91.3310   -5.5185   -2.2340   -4.1430   -0.8855    0.1545    2.9130    2.5670    1.0720    2.3074    0.1532    0.1385    1.3224    0.0503    0.9688    0.0723
+#> 54:    91.4342   -5.5008   -2.2086   -4.1777   -0.8720    0.1688    2.8202    2.4387    1.0624    2.4253    0.1631    0.1315    1.3186    0.0429    0.9425    0.0723
+#> 55:    91.4983   -5.5944   -2.1709   -4.1211   -0.8638    0.1168    3.4789    2.5154    1.0549    2.3041    0.1557    0.1279    1.3800    0.0423    0.9620    0.0727
+#> 56:    91.5954   -5.5317   -2.1881   -4.1263   -0.8627    0.1366    4.1396    2.3896    1.0732    2.2684    0.1562    0.1221    1.3285    0.0431    1.0156    0.0708
+#> 57:    91.6591   -5.3839   -2.2082   -4.1122   -0.8929    0.1457    4.5073    2.2701    1.0672    2.3639    0.1539    0.1160    1.4074    0.0478    0.9796    0.0722
+#> 58:    91.7434   -5.3597   -2.2068   -4.1214   -0.8912    0.1437    4.2819    2.1566    1.0605    2.4496    0.1667    0.1109    1.4274    0.0450    1.0782    0.0676
+#> 59:    91.6597   -5.4672   -2.1918   -4.1412   -0.9021    0.1657    4.0678    2.0488    1.1306    2.5245    0.1888    0.1054    1.4745    0.0391    1.1492    0.0670
+#> 60:    91.7565   -5.4513   -2.2051   -4.1618   -0.9013    0.1554    3.8644    1.9464    1.1728    2.6191    0.1793    0.1001    1.4135    0.0402    1.1572    0.0665
+#> 61:    91.9484   -5.5390   -2.1973   -4.1611   -0.9011    0.1318    3.6712    1.8963    1.1460    2.6242    0.1704    0.0951    1.3855    0.0481    1.1109    0.0634
+#> 62:    92.1661   -5.4985   -2.1729   -4.1352   -0.8887    0.1327    4.3155    1.8588    1.1087    2.5551    0.1633    0.0995    1.3847    0.0444    1.0736    0.0656
+#> 63:    92.1727   -5.4086   -2.1610   -4.1488   -0.8998    0.1451    4.6019    1.7659    1.1413    2.6020    0.1718    0.1152    1.4299    0.0404    1.2202    0.0603
+#> 64:    92.4331   -5.5220   -2.1121   -4.1300   -0.9428    0.1211    5.0354    1.8121    1.0982    2.6157    0.1775    0.1209    1.4168    0.0348    1.2148    0.0625
+#> 65:    92.1871   -5.6089   -2.1258   -4.1412   -0.9127    0.1399    4.7836    2.1060    1.1568    2.5971    0.1757    0.1148    1.4000    0.0336    1.0305    0.0707
+#> 66:    92.1419   -5.7752   -2.1344   -4.1493   -0.9237    0.1494    4.5444    2.7076    1.1563    2.6439    0.1740    0.1091    1.4238    0.0341    1.0285    0.0688
+#> 67:    92.1187   -5.5967   -2.1430   -4.1460   -0.9074    0.1245    4.3172    2.5722    1.2052    2.6139    0.1868    0.1104    1.4100    0.0381    1.0508    0.0703
+#> 68:    92.1123   -5.6882   -2.1481   -4.1269   -0.9083    0.1206    4.1014    2.5548    1.2021    2.4832    0.1781    0.1462    1.3099    0.0417    1.0099    0.0713
+#> 69:    92.2511   -5.6923   -2.1456   -4.1315   -0.9077    0.1421    4.3551    2.6261    1.1850    2.3591    0.1692    0.1389    1.3546    0.0416    0.9516    0.0762
+#> 70:    92.0291   -5.7376   -2.1689   -4.1364   -0.8908    0.1407    4.1373    3.0520    1.1595    2.2495    0.1608    0.1465    1.3226    0.0436    0.9904    0.0711
+#> 71:    91.7690   -5.7223   -2.1773   -4.1986   -0.9036    0.1831    3.9304    2.8994    1.1015    2.4335    0.1527    0.1602    1.3135    0.0450    0.9564    0.0722
+#> 72:    91.4802   -5.7302   -2.2079   -4.2000   -0.8990    0.2112    3.7339    3.2965    1.1222    2.4612    0.1451    0.1622    1.3222    0.0426    1.0215    0.0717
+#> 73:    91.1247   -5.7803   -2.1827   -4.2214   -0.8876    0.1385    3.5472    3.2786    1.1612    2.5216    0.1650    0.1541    1.2811    0.0493    1.0076    0.0696
+#> 74:    90.9765   -5.6534   -2.1808   -4.2511   -0.8824    0.1308    3.8553    3.1146    1.1389    2.8140    0.1725    0.1464    1.2895    0.0518    1.0100    0.0707
+#> 75:    90.4805   -5.7293   -2.1481   -4.2613   -0.8704    0.1395    4.1255    2.9589    1.1623    2.7523    0.1713    0.1391    1.3112    0.0483    0.9439    0.0788
+#> 76:    90.3958   -5.7635   -2.1508   -4.2426   -0.8841    0.1402    4.7427    3.0223    1.2187    2.7243    0.1789    0.1321    1.3065    0.0468    0.9303    0.0758
+#> 77:    90.7518   -5.6517   -2.1498   -4.2773   -0.8730    0.1688    5.9340    2.8712    1.1840    2.8530    0.1828    0.1255    1.3553    0.0422    0.9755    0.0696
+#> 78:    91.0443   -5.7462   -2.1351   -4.2601   -0.8848    0.1746    5.6373    2.9912    1.1312    2.7659    0.1887    0.1192    1.3303    0.0410    0.8578    0.0744
+#> 79:    90.9631   -5.7307   -2.1618   -4.2593   -0.8965    0.1944    5.7520    3.1324    1.1206    2.8212    0.1875    0.1340    1.3519    0.0449    0.9006    0.0799
+#> 80:    90.8703   -5.7665   -2.1989   -4.2476   -0.9122    0.1933    5.4644    3.4527    1.1063    2.7920    0.1781    0.1273    1.3014    0.0497    0.9305    0.0792
+#> 81:    90.7781   -5.8702   -2.1789   -4.2821   -0.8828    0.1793    5.1912    3.7553    1.0662    3.0568    0.1807    0.1209    1.3120    0.0472    0.9808    0.0772
+#> 82:    90.8137   -6.1164   -2.2001   -4.3046   -0.8912    0.1916    4.9316    4.9023    1.0714    3.1363    0.1716    0.1149    1.2724    0.0539    1.0644    0.0693
+#> 83:    90.9900   -6.2077   -2.1695   -4.3121   -0.8924    0.1722    6.7123    5.3290    1.1120    3.2733    0.1741    0.1091    1.2822    0.0510    1.0142    0.0715
+#> 84:    90.8158   -6.3282   -2.1595   -4.2907   -0.9096    0.1818    6.3767    5.9725    1.1342    3.2384    0.1763    0.1037    1.2704    0.0420    0.8891    0.0834
+#> 85:    90.5926   -6.2052   -2.1643   -4.2780   -0.9000    0.1579    6.0579    5.6739    1.1472    3.0765    0.1751    0.0985    1.3263    0.0433    0.9484    0.0814
+#> 86:    90.3804   -6.2707   -2.1470   -4.2627   -0.9260    0.1650    5.7550    5.5542    1.1135    2.9227    0.1956    0.0936    1.2747    0.0447    0.9731    0.0780
+#> 87:    90.8425   -6.4455   -2.1135   -4.2273   -0.9294    0.1491    5.4672    6.8599    1.0716    2.7765    0.1858    0.0928    1.3204    0.0427    1.0005    0.0744
+#> 88:    91.2019   -6.2302   -2.1362   -4.1982   -0.9333    0.1615    5.1939    6.5169    1.1221    2.7203    0.1841    0.0928    1.2689    0.0466    0.9914    0.0771
+#> 89:    90.9907   -6.4173   -2.1174   -4.2493   -0.9182    0.1628    4.9342    6.2408    1.1719    2.9614    0.1749    0.1021    1.3580    0.0403    1.0171    0.0775
+#> 90:    91.1666   -6.5154   -2.1219   -4.2011   -0.9210    0.1594    4.6875    7.4895    1.1930    2.8133    0.1745    0.0970    1.2500    0.0432    0.9467    0.0799
+#> 91:    91.0165   -6.5918   -2.1465   -4.2231   -0.9079    0.1382    4.9772    7.3172    1.1706    2.6789    0.1810    0.1032    1.2958    0.0458    1.1223    0.0639
+#> 92:    91.5386   -6.6567   -2.1376   -4.2247   -0.9358    0.1696    5.5955    7.4188    1.1543    2.6339    0.1754    0.0980    1.2894    0.0463    0.9927    0.0764
+#> 93:    92.2552   -6.5096   -2.1645   -4.2340   -0.9393    0.1798    5.3157    7.0479    1.1612    2.6312    0.1718    0.0931    1.3698    0.0431    1.2649    0.0579
+#> 94:    91.7588   -6.4124   -2.1795   -4.2305   -0.9265    0.1842    5.8275    6.6955    1.1988    2.6403    0.1891    0.0884    1.3022    0.0481    1.0741    0.0713
+#> 95:    91.6694   -6.2975   -2.1946   -4.2442   -0.9392    0.2004    5.5361    6.3607    1.1399    2.7164    0.1796    0.1027    1.2519    0.0513    1.0982    0.0724
+#> 96:    91.2252   -6.0124   -2.2316   -4.2701   -0.8946    0.2375    5.2593    6.0427    1.0829    2.7921    0.2024    0.1147    1.3343    0.0426    1.3064    0.0560
+#> 97:    91.0388   -5.9178   -2.2563   -4.2703   -0.9093    0.2304    5.6825    5.7405    1.0890    2.7678    0.2113    0.1090    1.3517    0.0484    1.4160    0.0493
+#> 98:    90.9013   -6.1325   -2.2597   -4.2776   -0.9133    0.2447    5.7546    5.4535    1.1028    2.6806    0.2130    0.1182    1.2983    0.0451    1.2436    0.0584
+#> 99:    91.2086   -6.0047   -2.2719   -4.2972   -0.9136    0.2738    5.4668    5.1808    1.1776    2.7160    0.2132    0.1123    1.3301    0.0431    1.1850    0.0628
+#> 100:    91.3181   -5.9175   -2.2311   -4.3202   -0.8947    0.2844    5.1935    4.9218    1.1187    2.8660    0.2289    0.1471    1.3409    0.0371    0.9566    0.0806
+#> 101:    91.5112   -5.7721   -2.2292   -4.3060   -0.8842    0.3006    6.3617    4.6757    1.0628    2.7227    0.2174    0.1500    1.3269    0.0407    1.2002    0.0592
+#> 102:    91.5205   -5.9982   -2.2162   -4.3041   -0.8813    0.3065    7.7957    4.4419    1.0320    2.7176    0.2290    0.1474    1.3218    0.0392    0.9685    0.0783
+#> 103:    91.2416   -5.7012   -2.2204   -4.3198   -0.8610    0.3180    7.4059    4.2198    1.0242    2.5817    0.2175    0.1714    1.3003    0.0395    0.9472    0.0825
+#> 104:    91.2662   -5.8136   -2.2357   -4.3063   -0.8700    0.3110    7.0356    4.0088    1.0024    2.4701    0.2067    0.1939    1.2806    0.0407    1.0387    0.0743
+#> 105:    91.4688   -5.7922   -2.2204   -4.3319   -0.8703    0.2767    6.6838    3.8084    0.9751    2.6368    0.1963    0.1967    1.3320    0.0470    1.2043    0.0580
+#> 106:    91.3665   -5.8505   -2.2225   -4.3614   -0.8757    0.2922    7.1982    3.6180    1.0018    2.6378    0.1865    0.2132    1.2613    0.0464    1.0683    0.0693
+#> 107:    91.4934   -5.8933   -2.1993   -4.3433   -0.9112    0.3267    6.8383    3.7379    0.9616    2.5329    0.1772    0.2169    1.2911    0.0449    1.0688    0.0731
+#> 108:    92.1268   -5.7807   -2.1863   -4.4348   -0.9273    0.3235    6.4964    3.5510    1.0093    2.9025    0.1718    0.2061    1.3153    0.0414    0.8982    0.0796
+#> 109:    91.6585   -5.9778   -2.2083   -4.3550   -0.9061    0.3339    6.1715    4.5778    1.0600    2.7574    0.1755    0.2163    1.2754    0.0382    0.8100    0.0868
+#> 110:    92.0456   -5.6784   -2.2236   -4.3483   -0.8911    0.3022    5.8630    4.3489    1.0427    2.6195    0.1667    0.2472    1.3782    0.0336    0.7819    0.0931
+#> 111:    92.2862   -5.6624   -2.1985   -4.3680   -0.9178    0.3156    5.5698    4.1315    1.0149    2.5443    0.1622    0.2348    1.3541    0.0415    0.7848    0.0868
+#> 112:    92.5436   -5.6572   -2.2134   -4.3290   -0.9267    0.3025    5.2913    3.9249    1.0720    2.5118    0.1541    0.2231    1.3798    0.0385    0.9087    0.0799
+#> 113:    92.5970   -5.6263   -2.2030   -4.3044   -0.9123    0.2856    5.0268    3.7287    1.1371    2.4674    0.1764    0.2119    1.3007    0.0455    0.8651    0.0850
+#> 114:    92.9227   -5.6379   -2.2032   -4.2926   -0.9187    0.3282    4.7754    3.5422    1.1022    2.4105    0.1676    0.2013    1.3103    0.0439    0.9003    0.0815
+#> 115:    92.7678   -5.8033   -2.1888   -4.2988   -0.9406    0.3026    4.5367    3.3651    1.1127    2.5043    0.1592    0.1913    1.3643    0.0420    0.9649    0.0800
+#> 116:    92.0655   -5.8531   -2.2033   -4.2989   -0.9487    0.3013    4.3098    3.6792    1.1260    2.4981    0.1513    0.1817    1.2783    0.0445    0.9812    0.0818
+#> 117:    92.2258   -5.7861   -2.2095   -4.3393   -0.9399    0.2998    4.0943    3.4952    1.0697    2.7102    0.1437    0.1752    1.3037    0.0426    0.9067    0.0786
+#> 118:    92.3560   -5.8080   -2.2058   -4.3166   -0.9480    0.2743    4.6025    3.3205    1.0709    2.6198    0.1432    0.1747    1.2850    0.0481    0.9236    0.0769
+#> 119:    92.0489   -5.7726   -2.1972   -4.2740   -0.9087    0.2627    4.3723    3.1544    1.0892    2.4888    0.1620    0.1660    1.2659    0.0435    0.8389    0.0832
+#> 120:    91.9163   -5.8211   -2.2101   -4.2770   -0.9142    0.2674    4.1537    3.1700    1.0985    2.5003    0.1795    0.1577    1.2289    0.0454    0.9280    0.0826
+#> 121:    92.0274   -5.7601   -2.1916   -4.2686   -0.9055    0.2571    3.9460    3.1181    1.1026    2.3985    0.1908    0.1498    1.3015    0.0432    0.9363    0.0807
+#> 122:    92.2933   -5.7972   -2.2019   -4.2888   -0.8932    0.2679    3.7487    3.1755    1.0809    2.3976    0.1843    0.1636    1.2918    0.0433    0.8760    0.0803
+#> 123:    92.3361   -5.8903   -2.1745   -4.3386   -0.9157    0.2665    3.5613    3.8794    1.1308    2.5838    0.1751    0.1555    1.3219    0.0421    0.8987    0.0806
+#> 124:    92.5677   -6.0471   -2.1638   -4.2764   -0.9325    0.2645    3.3832    4.6152    1.1336    2.4546    0.1664    0.1526    1.2938    0.0375    0.9412    0.0798
+#> 125:    92.7852   -5.9841   -2.1661   -4.2825   -0.9373    0.2866    3.2141    4.3844    1.0770    2.3788    0.1581    0.1727    1.3137    0.0417    0.9228    0.0733
+#> 126:    92.7867   -5.9126   -2.1636   -4.2413   -0.9141    0.2756    3.0534    4.1652    1.0857    2.2921    0.1502    0.1994    1.2428    0.0450    0.8206    0.0795
+#> 127:    92.8733   -5.9110   -2.1546   -4.2269   -0.9258    0.2531    2.9007    3.9569    1.0914    2.3822    0.1426    0.2029    1.3043    0.0369    0.8206    0.0795
+#> 128:    93.0457   -5.9202   -2.1505   -4.2076   -0.9466    0.2463    3.3353    3.7591    1.0647    2.3012    0.1355    0.2180    1.3420    0.0385    0.8503    0.0803
+#> 129:    92.9207   -5.9882   -2.1704   -4.2204   -0.9319    0.2464    4.3160    4.4368    1.1187    2.3415    0.1386    0.2316    1.2546    0.0435    0.8777    0.0830
+#> 130:    92.2660   -6.2043   -2.1712   -4.2251   -0.9276    0.2186    4.4370    5.1440    1.0817    2.3426    0.1338    0.2200    1.2733    0.0476    0.9132    0.0753
+#> 131:    92.1286   -6.4163   -2.1634   -4.2642   -0.9223    0.2300    4.2151    6.2253    1.0614    2.5012    0.1333    0.2090    1.2690    0.0430    0.8201    0.0814
+#> 132:    92.0287   -6.4297   -2.1522   -4.2717   -0.9259    0.2250    4.0044    6.1979    1.0791    2.5146    0.1314    0.1985    1.2736    0.0449    0.8671    0.0784
+#> 133:    91.6843   -6.1415   -2.1685   -4.2553   -0.9349    0.2209    3.8041    5.8880    1.1445    2.4277    0.1248    0.2026    1.3381    0.0426    0.9129    0.0858
+#> 134:    91.6928   -6.1408   -2.1467   -4.2709   -0.9270    0.2648    3.6139    5.5936    1.0873    2.5602    0.1305    0.1925    1.3202    0.0416    0.7626    0.0936
+#> 135:    91.7984   -6.0371   -2.1673   -4.2572   -0.9497    0.2480    3.4332    5.3139    1.0649    2.4322    0.1389    0.1829    1.2592    0.0544    0.9459    0.0831
+#> 136:    91.9754   -6.1770   -2.1769   -4.2311   -0.9401    0.2435    3.2616    5.0482    1.0717    2.3106    0.1691    0.1737    1.3170    0.0436    1.0497    0.0816
+#> 137:    92.1546   -6.1216   -2.1731   -4.2278   -0.9401    0.2492    3.0985    4.9378    1.0200    2.1950    0.1606    0.1988    1.4019    0.0421    1.0200    0.0766
+#> 138:    92.2370   -5.9463   -2.1794   -4.1949   -0.9321    0.2460    2.9436    4.6909    1.0203    2.1200    0.1535    0.1947    1.3378    0.0425    0.9448    0.0804
+#> 139:    92.2025   -5.8849   -2.1820   -4.1868   -0.9200    0.2294    2.9458    4.4564    0.9875    2.1260    0.1759    0.2080    1.3244    0.0428    1.0110    0.0778
+#> 140:    91.8182   -5.7494   -2.1569   -4.1998   -0.9095    0.2318    2.7985    4.2336    1.0015    2.1507    0.1830    0.2113    1.3502    0.0432    0.7716    0.0922
+#> 141:    91.8292   -5.9568   -2.1640   -4.2109   -0.9122    0.2130    4.4608    4.0219    1.0180    2.1032    0.1739    0.2057    1.3594    0.0419    0.8088    0.0883
+#> 142:    91.9995   -6.0927   -2.1471   -4.2313   -0.9091    0.1875    4.5415    4.7705    1.0571    2.1286    0.1810    0.1954    1.4145    0.0406    0.8943    0.0847
+#> 143:    91.9160   -5.9892   -2.1546   -4.2043   -0.9355    0.1819    4.3145    4.5320    1.1337    2.1453    0.1888    0.2208    1.3449    0.0394    1.0910    0.0797
+#> 144:    92.0136   -5.9765   -2.1643   -4.2346   -0.9448    0.2455    4.3041    4.3054    1.1130    2.1300    0.1817    0.3253    1.3828    0.0340    1.0535    0.0873
+#> 145:    92.3893   -6.2224   -2.1211   -4.2316   -0.9405    0.2285    5.2279    4.9099    1.0573    2.1037    0.1727    0.3091    1.3797    0.0340    1.0160    0.0832
+#> 146:    92.6097   -6.2204   -2.1406   -4.2210   -0.9217    0.1762    4.9665    5.4466    1.0724    2.1658    0.1640    0.2936    1.4421    0.0408    1.2412    0.0674
+#> 147:    92.8499   -6.0091   -2.1165   -4.2234   -0.9682    0.1783    4.7182    5.1743    1.0188    2.1714    0.1722    0.2789    1.4545    0.0397    1.4472    0.0556
+#> 148:    92.6602   -5.8003   -2.1059   -4.2132   -0.9282    0.2102    4.4823    4.9156    1.0106    2.1075    0.1880    0.2684    1.4013    0.0413    1.0748    0.0758
+#> 149:    92.7388   -5.8727   -2.1569   -4.2185   -0.9266    0.1868    4.2581    4.6698    1.1447    2.0851    0.1786    0.2550    1.3137    0.0413    0.9963    0.0723
+#> 150:    92.7348   -5.7926   -2.1184   -4.2257   -0.9324    0.1966    4.0452    4.4363    1.1760    2.1508    0.1697    0.2704    1.3792    0.0363    0.8204    0.0889
+#> 151:    92.7968   -5.7301   -2.1179   -4.1959   -0.9275    0.1927    3.8430    4.2145    1.1707    2.1702    0.1842    0.2569    1.3789    0.0387    0.7890    0.0873
+#> 152:    92.9011   -5.7417   -2.1622   -4.2086   -0.9215    0.1784    2.0089    3.0670    1.1984    2.2253    0.1814    0.2507    1.3431    0.0395    0.9622    0.0780
+#> 153:    92.8020   -5.7707   -2.1494   -4.2128   -0.9228    0.1818    2.2261    2.9648    1.1192    2.3058    0.1749    0.2548    1.3671    0.0369    0.9507    0.0744
+#> 154:    92.5217   -5.8043   -2.1447   -4.2074   -0.9303    0.1766    2.7638    3.1314    1.1141    2.2814    0.1811    0.2389    1.3250    0.0408    1.0538    0.0689
+#> 155:    92.8765   -5.5586   -2.1275   -4.1639   -0.9320    0.1434    2.4217    2.4658    1.1231    2.1314    0.1746    0.2426    1.3785    0.0407    0.9682    0.0796
+#> 156:    93.0074   -5.6819   -2.1343   -4.1819   -0.9382    0.1587    1.4756    2.7496    1.1200    2.1700    0.1849    0.2320    1.3643    0.0395    1.0875    0.0653
+#> 157:    92.7950   -5.6827   -2.1178   -4.1808   -0.9553    0.1585    1.1607    2.5156    1.1129    2.2109    0.1724    0.2366    1.4045    0.0374    1.1322    0.0676
+#> 158:    92.7684   -5.7106   -2.0933   -4.2149   -0.9717    0.1602    1.4884    2.6532    1.1269    2.1388    0.1838    0.2666    1.4009    0.0348    0.8728    0.0832
+#> 159:    93.0980   -5.8911   -2.1297   -4.2160   -0.9660    0.1407    1.6034    3.3765    1.1182    2.1661    0.1705    0.2804    1.3557    0.0430    1.0076    0.0776
+#> 160:    93.1849   -5.9433   -2.1177   -4.1735   -0.9436    0.1324    1.8692    4.0887    1.1252    2.0213    0.1642    0.2922    1.3251    0.0386    0.8586    0.0820
+#> 161:    93.4771   -5.7768   -2.0899   -4.1697   -0.9670    0.1043    2.0938    2.9110    1.1069    1.9538    0.1820    0.3046    1.3270    0.0413    0.8220    0.0855
+#> 162:    93.4961   -5.6516   -2.0965   -4.1633   -0.9708    0.1263    2.2053    2.3022    1.1179    1.9555    0.1758    0.2891    1.3158    0.0417    0.9943    0.0768
+#> 163:    93.1627   -5.5944   -2.1527   -4.1633   -0.9488    0.1452    2.9600    2.3291    1.1027    1.9555    0.1766    0.3000    1.3626    0.0376    0.9790    0.0743
+#> 164:    92.7951   -5.6646   -2.1539   -4.1699   -0.9447    0.1863    2.9195    2.7599    1.0794    1.9511    0.1651    0.2918    1.4091    0.0357    1.1005    0.0709
+#> 165:    92.6045   -5.5927   -2.1842   -4.1770   -0.9436    0.1939    2.2014    2.3213    1.0622    1.9775    0.1671    0.2899    1.3945    0.0372    1.0533    0.0694
+#> 166:    92.6660   -5.5922   -2.1438   -4.1611   -0.9441    0.1767    1.8951    2.3445    1.1025    2.0399    0.1802    0.2802    1.4229    0.0354    1.1552    0.0682
+#> 167:    92.4353   -5.5118   -2.1415   -4.1730   -0.9124    0.1827    1.5029    1.8145    1.0701    2.0090    0.1727    0.2642    1.4525    0.0362    1.0577    0.0754
+#> 168:    92.3761   -5.5522   -2.1625   -4.1911   -0.9114    0.1782    1.2703    2.0808    1.0814    2.0588    0.1810    0.2658    1.3973    0.0364    0.9874    0.0729
+#> 169:    92.5240   -5.6102   -2.1396   -4.1793   -0.8972    0.1722    1.3115    2.2750    1.0759    2.0910    0.2147    0.2549    1.3553    0.0392    0.9770    0.0759
+#> 170:    92.3827   -5.5942   -2.1231   -4.1847   -0.9338    0.1525    1.5707    2.3778    1.0542    2.0824    0.2042    0.2519    1.4424    0.0363    1.1270    0.0687
+#> 171:    92.1706   -5.6171   -2.1619   -4.1926   -0.9056    0.1390    1.0935    2.2869    1.1239    2.1697    0.1946    0.2624    1.2980    0.0411    0.9988    0.0740
+#> 172:    92.1491   -5.5704   -2.1447   -4.1913   -0.9285    0.1649    1.0292    2.2160    1.1231    2.1905    0.1860    0.2518    1.3154    0.0375    1.0152    0.0772
+#> 173:    91.9987   -5.5411   -2.1434   -4.1803   -0.9056    0.1585    0.6511    1.9989    1.0892    2.2283    0.1899    0.2413    1.3814    0.0380    1.1733    0.0693
+#> 174:    92.0377   -5.5419   -2.1081   -4.1928   -0.9057    0.1418    0.9013    2.0933    1.1813    2.2773    0.1756    0.2559    1.4419    0.0343    0.9942    0.0801
+#> 175:    92.0266   -5.5125   -2.1014   -4.1775   -0.9119    0.1371    0.7194    2.0624    1.1848    2.2328    0.1754    0.2504    1.3987    0.0353    1.0838    0.0728
+#> 176:    92.0365   -5.5658   -2.0914   -4.1646   -0.8956    0.1096    0.7557    2.0588    1.1642    2.1610    0.1617    0.2722    1.3658    0.0347    0.9405    0.0757
+#> 177:    91.8661   -5.6799   -2.0950   -4.1695   -0.9010    0.1193    0.8835    2.8899    1.1394    2.1886    0.1809    0.2777    1.3841    0.0351    0.9178    0.0794
+#> 178:    91.9392   -5.7853   -2.1139   -4.1711   -0.9190    0.1222    0.6673    3.0461    1.1712    2.1948    0.1576    0.2237    1.3623    0.0383    0.9060    0.0795
+#> 179:    92.0116   -5.7560   -2.1418   -4.1711   -0.9153    0.1034    0.4356    2.9139    1.1653    2.1948    0.1497    0.2364    1.3387    0.0392    0.9327    0.0793
+#> 180:    92.1013   -5.7920   -2.1368   -4.1654   -0.9059    0.0912    0.3859    3.2592    1.1357    2.1744    0.1570    0.2337    1.3622    0.0408    1.0299    0.0739
+#> 181:    92.1032   -5.8125   -2.1260   -4.1791   -0.9404    0.1731    0.4091    3.0817    1.1113    2.2356    0.1572    0.2742    1.4509    0.0340    0.9180    0.0865
+#> 182:    92.1315   -5.7991   -2.1327   -4.1737   -0.9319    0.1519    0.3145    3.0292    1.1520    2.1360    0.1661    0.2482    1.4105    0.0361    1.1338    0.0748
+#> 183:    92.1350   -6.0470   -2.1264   -4.1707   -0.9525    0.1787    0.2045    3.8296    1.1229    2.1369    0.1735    0.2453    1.3132    0.0350    1.0507    0.0759
+#> 184:    92.0539   -5.9856   -2.1289   -4.1968   -0.9281    0.1789    0.1166    3.9425    1.0558    2.2320    0.1658    0.2253    1.3390    0.0355    1.1271    0.0720
+#> 185:    92.0755   -6.0524   -2.1385   -4.2076   -0.9313    0.1794    0.1193    4.2430    1.0465    2.3571    0.1566    0.2152    1.3777    0.0368    1.2013    0.0631
+#> 186:    92.1639   -6.0663   -2.1399   -4.1869   -0.9311    0.1817    0.1392    4.4053    1.0495    2.4857    0.1532    0.2331    1.3751    0.0365    1.0497    0.0697
+#> 187:    92.1759   -6.3052   -2.1469   -4.2221   -0.9428    0.1970    0.1356    5.5622    0.9953    2.3367    0.1451    0.2359    1.3754    0.0367    1.0969    0.0656
+#> 188:    92.1744   -6.0494   -2.1406   -4.2445   -0.9595    0.2089    0.1364    4.3818    0.9882    2.4074    0.1480    0.2364    1.3709    0.0396    1.1259    0.0642
+#> 189:    92.1989   -6.1255   -2.1138   -4.2037   -0.9368    0.1796    0.1444    4.6756    0.9840    2.3786    0.1502    0.2303    1.3979    0.0393    1.2011    0.0630
+#> 190:    92.0944   -6.1343   -2.1536   -4.2106   -0.9267    0.2105    0.1288    4.4977    1.0475    2.3593    0.1443    0.2396    1.3247    0.0384    1.1304    0.0711
+#> 191:    92.1238   -6.0639   -2.1462   -4.2883   -0.9311    0.2155    0.1246    4.1066    1.0428    2.6836    0.1442    0.2344    1.4041    0.0344    1.1631    0.0684
+#> 192:    92.1328   -6.0743   -2.1232   -4.3119   -0.9586    0.2319    0.1192    4.1348    1.0020    2.7067    0.1466    0.2515    1.4039    0.0355    1.0021    0.0772
+#> 193:    92.0881   -5.8697   -2.1298   -4.2691   -0.9309    0.2295    0.1050    3.4476    0.9879    2.5496    0.1344    0.2348    1.4677    0.0351    1.0332    0.0705
+#> 194:    92.1086   -5.7557   -2.1176   -4.3249   -0.9029    0.2183    0.0702    2.7793    1.0043    2.8853    0.1460    0.2213    1.4733    0.0325    1.0929    0.0681
+#> 195:    92.1265   -5.8976   -2.1506   -4.2932   -0.9267    0.2511    0.0593    3.4959    0.9881    2.6806    0.1278    0.2505    1.6138    0.0350    1.1327    0.0703
+#> 196:    92.1316   -5.7018   -2.1627   -4.2889   -0.9278    0.2392    0.0717    2.9210    1.0160    2.7067    0.1470    0.2350    1.5063    0.0418    1.0525    0.0734
+#> 197:    92.1756   -5.7899   -2.1604   -4.2819   -0.9248    0.2765    0.0754    2.9991    1.0167    2.6170    0.1465    0.2314    1.4982    0.0387    1.0504    0.0774
+#> 198:    92.2153   -5.8248   -2.1571   -4.2245   -0.9350    0.2195    0.0651    3.0128    0.9196    2.3123    0.1451    0.2363    1.3965    0.0453    1.1561    0.0650
+#> 199:    92.1935   -5.8187   -2.1505   -4.2123   -0.9452    0.2406    0.0535    3.0017    0.9553    2.2771    0.1338    0.2415    1.4485    0.0407    1.0647    0.0699
+#> 200:    92.2308   -5.6732   -2.1578   -4.2182   -0.9324    0.2330    0.0618    2.4070    1.0687    2.2978    0.1513    0.2199    1.4101    0.0385    1.0283    0.0741
+#> 201:    92.2305   -5.6796   -2.1604   -4.2064   -0.9320    0.2262    0.0530    2.4360    1.0551    2.2994    0.1529    0.2219    1.3653    0.0407    1.0115    0.0757
+#> 202:    92.2259   -5.7201   -2.1550   -4.2058   -0.9263    0.2208    0.0461    2.6422    1.0351    2.2888    0.1520    0.2100    1.3739    0.0418    1.0474    0.0730
+#> 203:    92.2212   -5.7539   -2.1457   -4.2037   -0.9303    0.2163    0.0422    2.8480    1.0403    2.2723    0.1465    0.2070    1.3973    0.0404    1.0518    0.0729
+#> 204:    92.2164   -5.8068   -2.1371   -4.2093   -0.9300    0.2163    0.0383    3.1313    1.0426    2.2984    0.1423    0.2091    1.4025    0.0391    1.0284    0.0737
+#> 205:    92.2120   -5.8371   -2.1369   -4.2142   -0.9308    0.2156    0.0347    3.2786    1.0392    2.3249    0.1390    0.2048    1.4115    0.0385    1.0161    0.0733
+#> 206:    92.2071   -5.8681   -2.1391   -4.2176   -0.9287    0.2158    0.0336    3.4917    1.0442    2.3461    0.1388    0.2041    1.4017    0.0394    0.9977    0.0735
+#> 207:    92.2078   -5.8966   -2.1424   -4.2230   -0.9286    0.2181    0.0337    3.6741    1.0456    2.3743    0.1369    0.2009    1.3988    0.0397    0.9792    0.0740
+#> 208:    92.2077   -5.8972   -2.1459   -4.2249   -0.9300    0.2208    0.0340    3.6775    1.0460    2.3889    0.1362    0.1985    1.3969    0.0394    0.9729    0.0742
+#> 209:    92.2091   -5.8831   -2.1488   -4.2271   -0.9326    0.2227    0.0337    3.6019    1.0465    2.4005    0.1380    0.1967    1.3949    0.0395    0.9745    0.0741
+#> 210:    92.2115   -5.8806   -2.1490   -4.2282   -0.9349    0.2238    0.0324    3.5652    1.0516    2.4211    0.1386    0.1979    1.3941    0.0391    0.9820    0.0740
+#> 211:    92.2151   -5.8791   -2.1516   -4.2291   -0.9363    0.2258    0.0318    3.5315    1.0458    2.4465    0.1390    0.1989    1.3918    0.0394    0.9901    0.0735
+#> 212:    92.2189   -5.8789   -2.1532   -4.2297   -0.9380    0.2269    0.0312    3.4989    1.0434    2.4718    0.1409    0.1993    1.3884    0.0394    1.0007    0.0732
+#> 213:    92.2226   -5.8714   -2.1556   -4.2287   -0.9395    0.2255    0.0313    3.4460    1.0440    2.4800    0.1413    0.1993    1.3859    0.0397    1.0157    0.0722
+#> 214:    92.2233   -5.8706   -2.1553   -4.2279   -0.9394    0.2237    0.0309    3.4283    1.0431    2.4809    0.1414    0.2003    1.3849    0.0399    1.0186    0.0720
+#> 215:    92.2242   -5.8750   -2.1536   -4.2285   -0.9390    0.2212    0.0312    3.4442    1.0455    2.4800    0.1417    0.2015    1.3830    0.0401    1.0126    0.0723
+#> 216:    92.2252   -5.8788   -2.1521   -4.2277   -0.9393    0.2192    0.0316    3.4718    1.0459    2.4791    0.1410    0.2028    1.3817    0.0402    1.0046    0.0726
+#> 217:    92.2255   -5.8869   -2.1516   -4.2268   -0.9400    0.2177    0.0322    3.5295    1.0456    2.4751    0.1407    0.2042    1.3814    0.0401    1.0011    0.0729
+#> 218:    92.2230   -5.8819   -2.1511   -4.2259   -0.9400    0.2164    0.0327    3.5004    1.0473    2.4693    0.1399    0.2051    1.3784    0.0401    0.9962    0.0731
+#> 219:    92.2206   -5.8761   -2.1499   -4.2269   -0.9393    0.2156    0.0325    3.4736    1.0494    2.4667    0.1399    0.2066    1.3794    0.0399    0.9925    0.0734
+#> 220:    92.2185   -5.8775   -2.1494   -4.2267   -0.9380    0.2150    0.0331    3.4894    1.0511    2.4596    0.1396    0.2090    1.3788    0.0398    0.9881    0.0734
+#> 221:    92.2180   -5.8774   -2.1499   -4.2271   -0.9369    0.2142    0.0328    3.4873    1.0518    2.4559    0.1399    0.2109    1.3776    0.0399    0.9842    0.0735
+#> 222:    92.2191   -5.8833   -2.1503   -4.2280   -0.9359    0.2127    0.0328    3.5384    1.0518    2.4533    0.1400    0.2114    1.3778    0.0400    0.9825    0.0735
+#> 223:    92.2199   -5.8831   -2.1486   -4.2288   -0.9343    0.2112    0.0326    3.5474    1.0539    2.4515    0.1396    0.2127    1.3795    0.0398    0.9806    0.0735
+#> 224:    92.2206   -5.8870   -2.1467   -4.2283   -0.9331    0.2093    0.0324    3.5619    1.0550    2.4482    0.1395    0.2133    1.3805    0.0395    0.9792    0.0735
+#> 225:    92.2218   -5.8929   -2.1459   -4.2289   -0.9328    0.2086    0.0322    3.6001    1.0548    2.4492    0.1388    0.2142    1.3804    0.0393    0.9809    0.0734
+#> 226:    92.2228   -5.8909   -2.1440   -4.2293   -0.9322    0.2082    0.0320    3.6007    1.0566    2.4513    0.1383    0.2143    1.3826    0.0390    0.9815    0.0737
+#> 227:    92.2234   -5.8838   -2.1444   -4.2304   -0.9319    0.2088    0.0319    3.5748    1.0551    2.4562    0.1381    0.2140    1.3814    0.0390    0.9836    0.0736
+#> 228:    92.2243   -5.8835   -2.1444   -4.2314   -0.9326    0.2093    0.0317    3.5756    1.0526    2.4607    0.1377    0.2143    1.3824    0.0389    0.9901    0.0733
+#> 229:    92.2251   -5.8916   -2.1442   -4.2307   -0.9330    0.2095    0.0318    3.6344    1.0501    2.4580    0.1371    0.2148    1.3850    0.0388    0.9930    0.0733
+#> 230:    92.2250   -5.8951   -2.1442   -4.2303   -0.9334    0.2107    0.0318    3.6533    1.0475    2.4550    0.1369    0.2150    1.3872    0.0387    0.9953    0.0734
+#> 231:    92.2247   -5.8964   -2.1444   -4.2300   -0.9345    0.2119    0.0322    3.6564    1.0446    2.4549    0.1368    0.2151    1.3899    0.0388    0.9991    0.0733
+#> 232:    92.2230   -5.8982   -2.1451   -4.2306   -0.9352    0.2132    0.0326    3.6643    1.0422    2.4591    0.1365    0.2155    1.3934    0.0388    1.0052    0.0729
+#> 233:    92.2223   -5.9022   -2.1455   -4.2327   -0.9354    0.2141    0.0329    3.6824    1.0396    2.4697    0.1362    0.2165    1.3970    0.0388    1.0107    0.0726
+#> 234:    92.2200   -5.9075   -2.1457   -4.2324   -0.9348    0.2140    0.0335    3.7056    1.0364    2.4735    0.1366    0.2174    1.3977    0.0388    1.0163    0.0723
+#> 235:    92.2171   -5.9094   -2.1457   -4.2338   -0.9342    0.2142    0.0342    3.7222    1.0339    2.4854    0.1372    0.2189    1.3999    0.0389    1.0228    0.0721
+#> 236:    92.2161   -5.9195   -2.1464   -4.2368   -0.9340    0.2140    0.0346    3.7789    1.0329    2.4986    0.1376    0.2200    1.4007    0.0389    1.0281    0.0721
+#> 237:    92.2163   -5.9214   -2.1469   -4.2390   -0.9330    0.2143    0.0347    3.7862    1.0329    2.5074    0.1378    0.2195    1.4030    0.0389    1.0320    0.0719
+#> 238:    92.2165   -5.9203   -2.1473   -4.2399   -0.9326    0.2143    0.0347    3.7781    1.0336    2.5100    0.1381    0.2186    1.4031    0.0388    1.0347    0.0719
+#> 239:    92.2173   -5.9212   -2.1471   -4.2403   -0.9325    0.2136    0.0344    3.7908    1.0350    2.5128    0.1384    0.2175    1.4021    0.0389    1.0352    0.0718
+#> 240:    92.2178   -5.9217   -2.1470   -4.2394   -0.9322    0.2133    0.0342    3.8082    1.0363    2.5118    0.1384    0.2169    1.4025    0.0387    1.0345    0.0719
+#> 241:    92.2177   -5.9200   -2.1470   -4.2383   -0.9318    0.2136    0.0340    3.8123    1.0381    2.5110    0.1385    0.2161    1.4028    0.0387    1.0336    0.0720
+#> 242:    92.2170   -5.9109   -2.1478   -4.2371   -0.9308    0.2136    0.0340    3.7766    1.0387    2.5090    0.1385    0.2157    1.4027    0.0386    1.0322    0.0720
+#> 243:    92.2165   -5.9029   -2.1484   -4.2371   -0.9300    0.2140    0.0340    3.7433    1.0389    2.5128    0.1386    0.2150    1.4032    0.0385    1.0342    0.0720
+#> 244:    92.2161   -5.8998   -2.1489   -4.2374   -0.9294    0.2143    0.0340    3.7242    1.0392    2.5173    0.1386    0.2148    1.4030    0.0384    1.0343    0.0720
+#> 245:    92.2153   -5.9048   -2.1494   -4.2370   -0.9291    0.2149    0.0339    3.7491    1.0399    2.5182    0.1386    0.2146    1.4019    0.0383    1.0317    0.0722
+#> 246:    92.2147   -5.9093   -2.1498   -4.2371   -0.9289    0.2156    0.0339    3.7727    1.0409    2.5218    0.1384    0.2145    1.4016    0.0382    1.0309    0.0724
+#> 247:    92.2143   -5.9124   -2.1503   -4.2368   -0.9286    0.2159    0.0338    3.7972    1.0408    2.5232    0.1383    0.2144    1.4012    0.0382    1.0297    0.0725
+#> 248:    92.2137   -5.9122   -2.1500   -4.2367   -0.9286    0.2160    0.0336    3.8036    1.0409    2.5245    0.1382    0.2141    1.4022    0.0381    1.0272    0.0727
+#> 249:    92.2133   -5.9101   -2.1501   -4.2364   -0.9288    0.2160    0.0334    3.7984    1.0406    2.5268    0.1383    0.2136    1.4031    0.0381    1.0273    0.0726
+#> 250:    92.2139   -5.9115   -2.1502   -4.2368   -0.9289    0.2167    0.0335    3.8015    1.0412    2.5326    0.1380    0.2132    1.4035    0.0381    1.0261    0.0727
+#> 251:    92.2132   -5.9123   -2.1502   -4.2373   -0.9297    0.2170    0.0338    3.8015    1.0421    2.5362    0.1376    0.2126    1.4053    0.0379    1.0274    0.0727
+#> 252:    92.2128   -5.9106   -2.1502   -4.2366   -0.9299    0.2174    0.0338    3.7931    1.0427    2.5345    0.1371    0.2120    1.4062    0.0379    1.0262    0.0728
+#> 253:    92.2118   -5.9098   -2.1492   -4.2364   -0.9297    0.2173    0.0340    3.8011    1.0420    2.5338    0.1369    0.2121    1.4074    0.0378    1.0232    0.0731
+#> 254:    92.2107   -5.9104   -2.1479   -4.2362   -0.9296    0.2171    0.0341    3.8085    1.0398    2.5330    0.1366    0.2123    1.4093    0.0377    1.0230    0.0731
+#> 255:    92.2103   -5.9133   -2.1466   -4.2359   -0.9299    0.2166    0.0341    3.8219    1.0381    2.5346    0.1363    0.2122    1.4105    0.0377    1.0230    0.0731
+#> 256:    92.2094   -5.9171   -2.1453   -4.2356   -0.9299    0.2161    0.0341    3.8498    1.0366    2.5366    0.1362    0.2123    1.4114    0.0375    1.0239    0.0731
+#> 257:    92.2091   -5.9169   -2.1441   -4.2353   -0.9302    0.2153    0.0341    3.8529    1.0347    2.5385    0.1360    0.2118    1.4126    0.0375    1.0265    0.0729
+#> 258:    92.2089   -5.9191   -2.1431   -4.2349   -0.9301    0.2145    0.0340    3.8608    1.0331    2.5392    0.1359    0.2119    1.4126    0.0375    1.0282    0.0728
+#> 259:    92.2093   -5.9249   -2.1426   -4.2337   -0.9301    0.2145    0.0341    3.8853    1.0321    2.5385    0.1361    0.2120    1.4114    0.0374    1.0280    0.0728
+#> 260:    92.2095   -5.9297   -2.1415   -4.2328   -0.9303    0.2146    0.0339    3.9108    1.0302    2.5367    0.1358    0.2125    1.4112    0.0373    1.0265    0.0729
+#> 261:    92.2096   -5.9341   -2.1407   -4.2321   -0.9307    0.2147    0.0338    3.9343    1.0278    2.5343    0.1356    0.2131    1.4121    0.0373    1.0272    0.0728
+#> 262:    92.2094   -5.9342   -2.1398   -4.2312   -0.9310    0.2149    0.0336    3.9314    1.0254    2.5313    0.1356    0.2139    1.4115    0.0372    1.0249    0.0729
+#> 263:    92.2088   -5.9376   -2.1388   -4.2304   -0.9313    0.2153    0.0334    3.9452    1.0232    2.5289    0.1357    0.2143    1.4109    0.0371    1.0228    0.0731
+#> 264:    92.2077   -5.9410   -2.1379   -4.2301   -0.9317    0.2153    0.0333    3.9571    1.0204    2.5265    0.1356    0.2147    1.4105    0.0371    1.0224    0.0731
+#> 265:    92.2069   -5.9454   -2.1374   -4.2296   -0.9322    0.2154    0.0332    3.9800    1.0182    2.5230    0.1356    0.2147    1.4115    0.0371    1.0232    0.0730
+#> 266:    92.2067   -5.9463   -2.1370   -4.2291   -0.9324    0.2155    0.0330    3.9809    1.0165    2.5217    0.1354    0.2148    1.4121    0.0371    1.0220    0.0730
+#> 267:    92.2064   -5.9492   -2.1368   -4.2282   -0.9329    0.2154    0.0328    3.9874    1.0150    2.5199    0.1357    0.2150    1.4124    0.0370    1.0233    0.0729
+#> 268:    92.2065   -5.9468   -2.1360   -4.2276   -0.9333    0.2155    0.0328    3.9722    1.0133    2.5171    0.1362    0.2155    1.4133    0.0369    1.0243    0.0729
+#> 269:    92.2066   -5.9438   -2.1352   -4.2267   -0.9335    0.2151    0.0328    3.9526    1.0122    2.5142    0.1367    0.2154    1.4140    0.0369    1.0244    0.0728
+#> 270:    92.2067   -5.9388   -2.1351   -4.2259   -0.9339    0.2151    0.0326    3.9283    1.0112    2.5114    0.1370    0.2157    1.4137    0.0368    1.0240    0.0729
+#> 271:    92.2069   -5.9350   -2.1344   -4.2252   -0.9342    0.2152    0.0324    3.9072    1.0107    2.5094    0.1370    0.2158    1.4136    0.0367    1.0222    0.0730
+#> 272:    92.2069   -5.9317   -2.1341   -4.2246   -0.9348    0.2153    0.0321    3.8870    1.0104    2.5082    0.1372    0.2157    1.4139    0.0366    1.0219    0.0731
+#> 273:    92.2068   -5.9289   -2.1340   -4.2240   -0.9348    0.2152    0.0320    3.8711    1.0101    2.5075    0.1373    0.2159    1.4146    0.0366    1.0232    0.0730
+#> 274:    92.2067   -5.9271   -2.1337   -4.2239   -0.9350    0.2153    0.0318    3.8569    1.0101    2.5085    0.1377    0.2157    1.4144    0.0366    1.0239    0.0731
+#> 275:    92.2063   -5.9264   -2.1339   -4.2235   -0.9353    0.2156    0.0317    3.8476    1.0097    2.5078    0.1382    0.2157    1.4143    0.0365    1.0256    0.0730
+#> 276:    92.2059   -5.9271   -2.1339   -4.2231   -0.9354    0.2160    0.0316    3.8417    1.0097    2.5074    0.1387    0.2156    1.4132    0.0365    1.0260    0.0730
+#> 277:    92.2059   -5.9283   -2.1342   -4.2225   -0.9356    0.2163    0.0316    3.8412    1.0094    2.5073    0.1393    0.2155    1.4122    0.0364    1.0283    0.0729
+#> 278:    92.2062   -5.9278   -2.1341   -4.2220   -0.9361    0.2166    0.0318    3.8331    1.0081    2.5069    0.1397    0.2154    1.4117    0.0364    1.0321    0.0727
+#> 279:    92.2061   -5.9264   -2.1341   -4.2214   -0.9363    0.2168    0.0319    3.8188    1.0072    2.5051    0.1402    0.2155    1.4111    0.0364    1.0342    0.0726
+#> 280:    92.2057   -5.9263   -2.1344   -4.2211   -0.9365    0.2167    0.0321    3.8114    1.0072    2.5061    0.1406    0.2148    1.4108    0.0365    1.0361    0.0725
+#> 281:    92.2048   -5.9269   -2.1344   -4.2208   -0.9365    0.2166    0.0324    3.8082    1.0076    2.5077    0.1410    0.2142    1.4098    0.0365    1.0363    0.0726
+#> 282:    92.2045   -5.9257   -2.1347   -4.2205   -0.9366    0.2165    0.0328    3.8040    1.0082    2.5092    0.1413    0.2138    1.4090    0.0365    1.0364    0.0726
+#> 283:    92.2038   -5.9235   -2.1348   -4.2201   -0.9363    0.2163    0.0331    3.7955    1.0089    2.5108    0.1415    0.2134    1.4086    0.0365    1.0362    0.0726
+#> 284:    92.2032   -5.9234   -2.1348   -4.2198   -0.9359    0.2162    0.0335    3.7945    1.0100    2.5118    0.1420    0.2129    1.4083    0.0365    1.0362    0.0726
+#> 285:    92.2028   -5.9236   -2.1347   -4.2193   -0.9360    0.2161    0.0339    3.7930    1.0104    2.5124    0.1422    0.2125    1.4080    0.0365    1.0373    0.0725
+#> 286:    92.2020   -5.9221   -2.1344   -4.2187   -0.9355    0.2156    0.0341    3.7872    1.0104    2.5134    0.1425    0.2121    1.4074    0.0364    1.0377    0.0725
+#> 287:    92.2013   -5.9213   -2.1341   -4.2183   -0.9354    0.2154    0.0343    3.7888    1.0098    2.5151    0.1428    0.2119    1.4075    0.0364    1.0390    0.0724
+#> 288:    92.2003   -5.9195   -2.1339   -4.2182   -0.9355    0.2152    0.0343    3.7831    1.0090    2.5180    0.1430    0.2116    1.4082    0.0364    1.0408    0.0723
+#> 289:    92.1995   -5.9186   -2.1339   -4.2182   -0.9355    0.2154    0.0343    3.7805    1.0083    2.5217    0.1429    0.2115    1.4085    0.0364    1.0426    0.0722
+#> 290:    92.1984   -5.9180   -2.1339   -4.2177   -0.9354    0.2153    0.0343    3.7767    1.0080    2.5219    0.1427    0.2113    1.4083    0.0365    1.0429    0.0721
+#> 291:    92.1975   -5.9167   -2.1334   -4.2175   -0.9355    0.2151    0.0343    3.7701    1.0080    2.5230    0.1427    0.2108    1.4083    0.0364    1.0439    0.0721
+#> 292:    92.1971   -5.9175   -2.1330   -4.2166   -0.9356    0.2144    0.0342    3.7722    1.0081    2.5227    0.1426    0.2107    1.4079    0.0364    1.0443    0.0721
+#> 293:    92.1963   -5.9188   -2.1330   -4.2157   -0.9357    0.2141    0.0342    3.7768    1.0083    2.5242    0.1425    0.2103    1.4073    0.0364    1.0439    0.0721
+#> 294:    92.1953   -5.9189   -2.1328   -4.2157   -0.9357    0.2136    0.0344    3.7727    1.0078    2.5294    0.1427    0.2095    1.4079    0.0364    1.0456    0.0720
+#> 295:    92.1946   -5.9171   -2.1329   -4.2153   -0.9355    0.2135    0.0345    3.7623    1.0081    2.5331    0.1426    0.2090    1.4080    0.0364    1.0462    0.0720
+#> 296:    92.1940   -5.9154   -2.1329   -4.2150   -0.9354    0.2130    0.0346    3.7523    1.0082    2.5354    0.1425    0.2084    1.4075    0.0365    1.0463    0.0720
+#> 297:    92.1934   -5.9128   -2.1330   -4.2145   -0.9351    0.2127    0.0349    3.7395    1.0084    2.5373    0.1423    0.2079    1.4072    0.0365    1.0453    0.0720
+#> 298:    92.1932   -5.9128   -2.1332   -4.2138   -0.9347    0.2120    0.0350    3.7372    1.0085    2.5368    0.1423    0.2075    1.4068    0.0365    1.0449    0.0720
+#> 299:    92.1927   -5.9120   -2.1333   -4.2131   -0.9344    0.2112    0.0352    3.7324    1.0088    2.5366    0.1422    0.2070    1.4059    0.0366    1.0441    0.0721
+#> 300:    92.1921   -5.9097   -2.1335   -4.2122   -0.9343    0.2105    0.0353    3.7211    1.0096    2.5357    0.1425    0.2066    1.4050    0.0367    1.0443    0.0721
+#> 301:    92.1915   -5.9081   -2.1337   -4.2116   -0.9343    0.2098    0.0355    3.7110    1.0104    2.5355    0.1427    0.2061    1.4041    0.0368    1.0448    0.0721
+#> 302:    92.1912   -5.9067   -2.1340   -4.2108   -0.9342    0.2092    0.0355    3.7052    1.0114    2.5348    0.1428    0.2055    1.4036    0.0369    1.0442    0.0722
+#> 303:    92.1913   -5.9039   -2.1342   -4.2113   -0.9342    0.2087    0.0355    3.6925    1.0123    2.5408    0.1430    0.2049    1.4028    0.0369    1.0436    0.0723
+#> 304:    92.1920   -5.9012   -2.1342   -4.2119   -0.9342    0.2081    0.0356    3.6781    1.0129    2.5476    0.1432    0.2044    1.4026    0.0369    1.0436    0.0723
+#> 305:    92.1923   -5.8984   -2.1343   -4.2123   -0.9341    0.2076    0.0354    3.6633    1.0134    2.5525    0.1434    0.2038    1.4022    0.0370    1.0434    0.0724
+#> 306:    92.1926   -5.8977   -2.1343   -4.2121   -0.9343    0.2072    0.0354    3.6603    1.0144    2.5567    0.1436    0.2030    1.4022    0.0369    1.0431    0.0724
+#> 307:    92.1931   -5.8970   -2.1346   -4.2124   -0.9344    0.2068    0.0353    3.6555    1.0154    2.5617    0.1438    0.2021    1.4017    0.0370    1.0431    0.0725
+#> 308:    92.1935   -5.8963   -2.1347   -4.2127   -0.9343    0.2062    0.0351    3.6486    1.0166    2.5665    0.1439    0.2012    1.4017    0.0370    1.0431    0.0724
+#> 309:    92.1934   -5.8965   -2.1349   -4.2130   -0.9344    0.2058    0.0350    3.6454    1.0180    2.5711    0.1439    0.2003    1.4013    0.0370    1.0427    0.0725
+#> 310:    92.1935   -5.8965   -2.1349   -4.2133   -0.9345    0.2055    0.0350    3.6401    1.0193    2.5761    0.1439    0.1993    1.4013    0.0371    1.0418    0.0725
+#> 311:    92.1931   -5.8976   -2.1349   -4.2139   -0.9346    0.2052    0.0349    3.6416    1.0207    2.5820    0.1437    0.1982    1.4015    0.0370    1.0411    0.0726
+#> 312:    92.1928   -5.8995   -2.1350   -4.2149   -0.9349    0.2053    0.0350    3.6472    1.0222    2.5902    0.1437    0.1972    1.4018    0.0370    1.0412    0.0727
+#> 313:    92.1922   -5.8999   -2.1350   -4.2159   -0.9352    0.2055    0.0350    3.6450    1.0236    2.5989    0.1436    0.1962    1.4017    0.0369    1.0407    0.0728
+#> 314:    92.1913   -5.9021   -2.1353   -4.2171   -0.9353    0.2055    0.0350    3.6532    1.0244    2.6086    0.1437    0.1951    1.4019    0.0369    1.0409    0.0728
+#> 315:    92.1905   -5.9033   -2.1358   -4.2178   -0.9354    0.2055    0.0351    3.6591    1.0252    2.6142    0.1438    0.1941    1.4018    0.0369    1.0420    0.0728
+#> 316:    92.1895   -5.9043   -2.1358   -4.2186   -0.9352    0.2053    0.0352    3.6648    1.0266    2.6207    0.1441    0.1934    1.4016    0.0369    1.0420    0.0729
+#> 317:    92.1888   -5.9041   -2.1359   -4.2200   -0.9352    0.2052    0.0352    3.6673    1.0278    2.6312    0.1444    0.1926    1.4014    0.0369    1.0416    0.0729
+#> 318:    92.1879   -5.9039   -2.1360   -4.2212   -0.9352    0.2052    0.0354    3.6670    1.0292    2.6380    0.1446    0.1919    1.4010    0.0369    1.0403    0.0730
+#> 319:    92.1871   -5.9046   -2.1361   -4.2222   -0.9353    0.2052    0.0354    3.6709    1.0306    2.6432    0.1448    0.1912    1.4008    0.0369    1.0394    0.0731
+#> 320:    92.1863   -5.9023   -2.1365   -4.2229   -0.9355    0.2052    0.0355    3.6602    1.0318    2.6466    0.1448    0.1903    1.4011    0.0369    1.0398    0.0731
+#> 321:    92.1855   -5.8996   -2.1368   -4.2236   -0.9354    0.2053    0.0355    3.6491    1.0329    2.6505    0.1448    0.1895    1.4017    0.0369    1.0402    0.0731
+#> 322:    92.1850   -5.8979   -2.1370   -4.2243   -0.9353    0.2057    0.0356    3.6399    1.0341    2.6534    0.1447    0.1888    1.4020    0.0368    1.0394    0.0732
+#> 323:    92.1844   -5.8984   -2.1371   -4.2251   -0.9352    0.2059    0.0356    3.6431    1.0346    2.6566    0.1447    0.1882    1.4026    0.0368    1.0389    0.0733
+#> 324:    92.1838   -5.8967   -2.1372   -4.2257   -0.9353    0.2062    0.0356    3.6392    1.0351    2.6598    0.1445    0.1875    1.4031    0.0368    1.0382    0.0734
+#> 325:    92.1835   -5.8936   -2.1374   -4.2264   -0.9351    0.2066    0.0355    3.6288    1.0352    2.6633    0.1444    0.1869    1.4043    0.0367    1.0391    0.0734
+#> 326:    92.1837   -5.8936   -2.1376   -4.2276   -0.9350    0.2071    0.0354    3.6296    1.0354    2.6684    0.1444    0.1865    1.4043    0.0367    1.0380    0.0735
+#> 327:    92.1837   -5.8943   -2.1378   -4.2289   -0.9347    0.2076    0.0354    3.6348    1.0357    2.6746    0.1444    0.1860    1.4043    0.0366    1.0380    0.0735
+#> 328:    92.1838   -5.8953   -2.1380   -4.2297   -0.9345    0.2081    0.0354    3.6456    1.0360    2.6776    0.1444    0.1856    1.4043    0.0366    1.0379    0.0735
+#> 329:    92.1836   -5.8974   -2.1383   -4.2305   -0.9342    0.2085    0.0356    3.6591    1.0361    2.6802    0.1444    0.1852    1.4043    0.0366    1.0385    0.0735
+#> 330:    92.1832   -5.8994   -2.1387   -4.2305   -0.9342    0.2088    0.0358    3.6715    1.0364    2.6798    0.1443    0.1849    1.4037    0.0367    1.0378    0.0736
+#> 331:    92.1826   -5.8983   -2.1391   -4.2302   -0.9342    0.2091    0.0357    3.6670    1.0368    2.6800    0.1442    0.1845    1.4038    0.0367    1.0379    0.0736
+#> 332:    92.1824   -5.8959   -2.1396   -4.2301   -0.9341    0.2097    0.0357    3.6576    1.0375    2.6792    0.1442    0.1842    1.4034    0.0367    1.0372    0.0737
+#> 333:    92.1826   -5.8937   -2.1401   -4.2304   -0.9340    0.2104    0.0356    3.6487    1.0383    2.6798    0.1442    0.1838    1.4029    0.0367    1.0360    0.0738
+#> 334:    92.1825   -5.8911   -2.1407   -4.2311   -0.9339    0.2112    0.0355    3.6378    1.0390    2.6825    0.1444    0.1834    1.4025    0.0367    1.0349    0.0739
+#> 335:    92.1830   -5.8887   -2.1411   -4.2317   -0.9336    0.2118    0.0355    3.6294    1.0396    2.6850    0.1444    0.1830    1.4022    0.0367    1.0338    0.0740
+#> 336:    92.1834   -5.8872   -2.1413   -4.2324   -0.9334    0.2124    0.0356    3.6249    1.0402    2.6880    0.1444    0.1825    1.4024    0.0367    1.0339    0.0740
+#> 337:    92.1835   -5.8869   -2.1416   -4.2334   -0.9332    0.2131    0.0356    3.6252    1.0411    2.6926    0.1443    0.1821    1.4029    0.0366    1.0330    0.0741
+#> 338:    92.1839   -5.8882   -2.1418   -4.2346   -0.9333    0.2137    0.0357    3.6332    1.0421    2.6972    0.1441    0.1815    1.4036    0.0366    1.0324    0.0742
+#> 339:    92.1845   -5.8869   -2.1420   -4.2358   -0.9332    0.2143    0.0357    3.6261    1.0428    2.7021    0.1439    0.1810    1.4043    0.0366    1.0322    0.0742
+#> 340:    92.1846   -5.8863   -2.1421   -4.2367   -0.9331    0.2147    0.0357    3.6242    1.0436    2.7060    0.1439    0.1804    1.4049    0.0365    1.0328    0.0743
+#> 341:    92.1848   -5.8847   -2.1421   -4.2378   -0.9330    0.2150    0.0356    3.6177    1.0442    2.7099    0.1439    0.1798    1.4056    0.0366    1.0334    0.0743
+#> 342:    92.1848   -5.8838   -2.1421   -4.2390   -0.9330    0.2154    0.0355    3.6114    1.0449    2.7151    0.1438    0.1792    1.4064    0.0365    1.0332    0.0743
+#> 343:    92.1849   -5.8840   -2.1423   -4.2398   -0.9330    0.2157    0.0353    3.6109    1.0459    2.7191    0.1438    0.1785    1.4060    0.0366    1.0334    0.0743
+#> 344:    92.1851   -5.8839   -2.1423   -4.2406   -0.9330    0.2159    0.0352    3.6092    1.0467    2.7229    0.1440    0.1779    1.4060    0.0365    1.0338    0.0743
+#> 345:    92.1850   -5.8841   -2.1424   -4.2414   -0.9331    0.2162    0.0352    3.6070    1.0472    2.7263    0.1441    0.1774    1.4056    0.0365    1.0341    0.0743
+#> 346:    92.1848   -5.8839   -2.1424   -4.2420   -0.9333    0.2164    0.0352    3.6048    1.0479    2.7292    0.1443    0.1769    1.4058    0.0365    1.0344    0.0743
+#> 347:    92.1846   -5.8835   -2.1425   -4.2427   -0.9334    0.2166    0.0353    3.6017    1.0495    2.7330    0.1444    0.1763    1.4053    0.0365    1.0343    0.0743
+#> 348:    92.1846   -5.8825   -2.1427   -4.2434   -0.9336    0.2168    0.0353    3.5968    1.0508    2.7362    0.1445    0.1757    1.4051    0.0365    1.0343    0.0743
+#> 349:    92.1846   -5.8820   -2.1432   -4.2444   -0.9337    0.2172    0.0352    3.5937    1.0519    2.7412    0.1446    0.1752    1.4047    0.0365    1.0343    0.0743
+#> 350:    92.1845   -5.8817   -2.1435   -4.2454   -0.9338    0.2179    0.0351    3.5899    1.0526    2.7460    0.1448    0.1747    1.4042    0.0365    1.0339    0.0744
+#> 351:    92.1844   -5.8824   -2.1439   -4.2468   -0.9338    0.2184    0.0350    3.5917    1.0535    2.7531    0.1448    0.1740    1.4041    0.0365    1.0336    0.0744
+#> 352:    92.1840   -5.8840   -2.1442   -4.2482   -0.9338    0.2189    0.0350    3.6013    1.0543    2.7603    0.1450    0.1734    1.4044    0.0364    1.0342    0.0744
+#> 353:    92.1838   -5.8848   -2.1445   -4.2492   -0.9336    0.2194    0.0349    3.6030    1.0552    2.7652    0.1451    0.1730    1.4043    0.0364    1.0338    0.0744
+#> 354:    92.1838   -5.8835   -2.1449   -4.2501   -0.9336    0.2197    0.0349    3.5961    1.0563    2.7697    0.1452    0.1723    1.4044    0.0364    1.0342    0.0744
+#> 355:    92.1837   -5.8826   -2.1453   -4.2511   -0.9335    0.2199    0.0348    3.5910    1.0569    2.7757    0.1451    0.1718    1.4053    0.0364    1.0348    0.0744
+#> 356:    92.1835   -5.8826   -2.1456   -4.2520   -0.9334    0.2198    0.0348    3.5922    1.0577    2.7815    0.1451    0.1712    1.4054    0.0364    1.0352    0.0744
+#> 357:    92.1834   -5.8818   -2.1457   -4.2525   -0.9334    0.2198    0.0349    3.5894    1.0588    2.7852    0.1449    0.1706    1.4058    0.0364    1.0354    0.0744
+#> 358:    92.1834   -5.8808   -2.1459   -4.2531   -0.9334    0.2197    0.0348    3.5861    1.0600    2.7891    0.1449    0.1701    1.4062    0.0364    1.0361    0.0744
+#> 359:    92.1833   -5.8799   -2.1459   -4.2533   -0.9333    0.2197    0.0350    3.5822    1.0607    2.7903    0.1448    0.1696    1.4063    0.0364    1.0360    0.0744
+#> 360:    92.1831   -5.8792   -2.1460   -4.2534   -0.9332    0.2196    0.0351    3.5787    1.0613    2.7914    0.1446    0.1691    1.4065    0.0364    1.0361    0.0744
+#> 361:    92.1831   -5.8785   -2.1460   -4.2542   -0.9331    0.2196    0.0351    3.5771    1.0620    2.7969    0.1445    0.1688    1.4072    0.0364    1.0366    0.0744
+#> 362:    92.1832   -5.8780   -2.1462   -4.2547   -0.9331    0.2195    0.0351    3.5750    1.0625    2.8017    0.1443    0.1683    1.4079    0.0363    1.0369    0.0744
+#> 363:    92.1830   -5.8788   -2.1464   -4.2551   -0.9331    0.2192    0.0351    3.5785    1.0630    2.8057    0.1443    0.1677    1.4081    0.0363    1.0377    0.0743
+#> 364:    92.1829   -5.8778   -2.1466   -4.2554   -0.9332    0.2193    0.0350    3.5747    1.0634    2.8092    0.1443    0.1672    1.4084    0.0363    1.0386    0.0743
+#> 365:    92.1830   -5.8782   -2.1466   -4.2558   -0.9332    0.2192    0.0350    3.5771    1.0638    2.8135    0.1443    0.1667    1.4086    0.0363    1.0385    0.0743
+#> 366:    92.1830   -5.8795   -2.1465   -4.2564   -0.9332    0.2190    0.0350    3.5838    1.0645    2.8190    0.1444    0.1661    1.4086    0.0363    1.0390    0.0743
+#> 367:    92.1826   -5.8801   -2.1465   -4.2569   -0.9333    0.2191    0.0349    3.5867    1.0652    2.8232    0.1445    0.1657    1.4086    0.0362    1.0388    0.0744
+#> 368:    92.1824   -5.8799   -2.1465   -4.2571   -0.9333    0.2193    0.0348    3.5859    1.0654    2.8252    0.1445    0.1653    1.4088    0.0362    1.0385    0.0744
+#> 369:    92.1822   -5.8803   -2.1467   -4.2572   -0.9333    0.2193    0.0348    3.5846    1.0653    2.8261    0.1444    0.1648    1.4086    0.0362    1.0393    0.0744
+#> 370:    92.1820   -5.8802   -2.1469   -4.2575   -0.9333    0.2195    0.0348    3.5822    1.0653    2.8273    0.1444    0.1645    1.4088    0.0362    1.0396    0.0744
+#> 371:    92.1818   -5.8806   -2.1470   -4.2575   -0.9333    0.2198    0.0348    3.5819    1.0649    2.8277    0.1443    0.1642    1.4091    0.0362    1.0403    0.0743
+#> 372:    92.1818   -5.8804   -2.1473   -4.2580   -0.9332    0.2202    0.0348    3.5795    1.0645    2.8300    0.1441    0.1640    1.4096    0.0362    1.0418    0.0743
+#> 373:    92.1816   -5.8812   -2.1475   -4.2580   -0.9332    0.2203    0.0348    3.5816    1.0644    2.8298    0.1441    0.1639    1.4100    0.0362    1.0439    0.0741
+#> 374:    92.1815   -5.8817   -2.1477   -4.2578   -0.9333    0.2203    0.0349    3.5819    1.0641    2.8282    0.1440    0.1641    1.4099    0.0362    1.0443    0.0741
+#> 375:    92.1817   -5.8828   -2.1479   -4.2574   -0.9335    0.2204    0.0351    3.5853    1.0636    2.8267    0.1440    0.1642    1.4100    0.0362    1.0457    0.0740
+#> 376:    92.1819   -5.8826   -2.1479   -4.2573   -0.9338    0.2206    0.0353    3.5843    1.0634    2.8246    0.1440    0.1643    1.4100    0.0362    1.0464    0.0740
+#> 377:    92.1819   -5.8826   -2.1480   -4.2572   -0.9339    0.2206    0.0354    3.5819    1.0633    2.8225    0.1440    0.1644    1.4097    0.0363    1.0470    0.0739
+#> 378:    92.1819   -5.8821   -2.1481   -4.2571   -0.9340    0.2205    0.0355    3.5777    1.0633    2.8206    0.1440    0.1644    1.4093    0.0363    1.0468    0.0739
+#> 379:    92.1819   -5.8823   -2.1481   -4.2573   -0.9340    0.2205    0.0356    3.5746    1.0633    2.8201    0.1439    0.1645    1.4092    0.0363    1.0468    0.0739
+#> 380:    92.1820   -5.8809   -2.1481   -4.2570   -0.9340    0.2205    0.0356    3.5665    1.0634    2.8178    0.1439    0.1647    1.4093    0.0363    1.0463    0.0739
+#> 381:    92.1823   -5.8795   -2.1481   -4.2568   -0.9338    0.2204    0.0357    3.5586    1.0635    2.8170    0.1439    0.1648    1.4095    0.0363    1.0456    0.0740
+#> 382:    92.1828   -5.8783   -2.1481   -4.2571   -0.9339    0.2203    0.0357    3.5514    1.0636    2.8183    0.1441    0.1649    1.4093    0.0363    1.0462    0.0740
+#> 383:    92.1827   -5.8773   -2.1480   -4.2569   -0.9340    0.2202    0.0357    3.5459    1.0633    2.8173    0.1441    0.1650    1.4094    0.0363    1.0465    0.0739
+#> 384:    92.1825   -5.8763   -2.1482   -4.2568   -0.9341    0.2202    0.0357    3.5397    1.0636    2.8165    0.1441    0.1650    1.4094    0.0363    1.0467    0.0739
+#> 385:    92.1822   -5.8761   -2.1483   -4.2567   -0.9341    0.2201    0.0357    3.5363    1.0641    2.8160    0.1440    0.1650    1.4094    0.0363    1.0469    0.0739
+#> 386:    92.1820   -5.8763   -2.1485   -4.2567   -0.9342    0.2200    0.0356    3.5365    1.0645    2.8157    0.1441    0.1648    1.4092    0.0364    1.0478    0.0738
+#> 387:    92.1819   -5.8767   -2.1486   -4.2567   -0.9343    0.2201    0.0358    3.5383    1.0652    2.8156    0.1442    0.1646    1.4090    0.0364    1.0480    0.0738
+#> 388:    92.1818   -5.8772   -2.1488   -4.2569   -0.9344    0.2202    0.0359    3.5400    1.0656    2.8153    0.1443    0.1645    1.4086    0.0364    1.0480    0.0738
+#> 389:    92.1816   -5.8765   -2.1489   -4.2569   -0.9344    0.2203    0.0359    3.5369    1.0660    2.8145    0.1443    0.1644    1.4083    0.0364    1.0476    0.0738
+#> 390:    92.1815   -5.8761   -2.1490   -4.2569   -0.9343    0.2205    0.0359    3.5349    1.0664    2.8136    0.1444    0.1644    1.4080    0.0364    1.0472    0.0738
+#> 391:    92.1814   -5.8749   -2.1492   -4.2572   -0.9343    0.2207    0.0359    3.5313    1.0668    2.8153    0.1445    0.1643    1.4077    0.0364    1.0465    0.0739
+#> 392:    92.1812   -5.8733   -2.1494   -4.2571   -0.9344    0.2210    0.0359    3.5248    1.0674    2.8141    0.1445    0.1642    1.4073    0.0364    1.0457    0.0739
+#> 393:    92.1811   -5.8727   -2.1497   -4.2570   -0.9345    0.2212    0.0359    3.5226    1.0679    2.8127    0.1445    0.1642    1.4071    0.0364    1.0457    0.0739
+#> 394:    92.1811   -5.8712   -2.1500   -4.2572   -0.9346    0.2214    0.0360    3.5174    1.0684    2.8132    0.1446    0.1641    1.4067    0.0364    1.0456    0.0739
+#> 395:    92.1810   -5.8714   -2.1501   -4.2579   -0.9348    0.2217    0.0361    3.5182    1.0685    2.8171    0.1445    0.1641    1.4065    0.0364    1.0452    0.0740
+#> 396:    92.1809   -5.8711   -2.1501   -4.2582   -0.9350    0.2220    0.0363    3.5161    1.0681    2.8184    0.1446    0.1639    1.4063    0.0364    1.0447    0.0740
+#> 397:    92.1809   -5.8707   -2.1503   -4.2585   -0.9352    0.2222    0.0363    3.5119    1.0684    2.8197    0.1446    0.1637    1.4065    0.0364    1.0442    0.0740
+#> 398:    92.1808   -5.8703   -2.1503   -4.2591   -0.9354    0.2224    0.0363    3.5084    1.0689    2.8218    0.1447    0.1634    1.4064    0.0364    1.0445    0.0740
+#> 399:    92.1806   -5.8711   -2.1503   -4.2596   -0.9355    0.2226    0.0364    3.5114    1.0691    2.8234    0.1447    0.1629    1.4061    0.0364    1.0447    0.0740
+#> 400:    92.1806   -5.8713   -2.1503   -4.2601   -0.9356    0.2229    0.0366    3.5113    1.0695    2.8253    0.1448    0.1626    1.4059    0.0364    1.0440    0.0740
+#> 401:    92.1804   -5.8709   -2.1503   -4.2604   -0.9357    0.2231    0.0367    3.5089    1.0696    2.8266    0.1448    0.1624    1.4058    0.0364    1.0440    0.0740
+#> 402:    92.1801   -5.8705   -2.1502   -4.2606   -0.9358    0.2232    0.0368    3.5071    1.0695    2.8268    0.1447    0.1621    1.4060    0.0364    1.0447    0.0740
+#> 403:    92.1800   -5.8708   -2.1503   -4.2610   -0.9359    0.2234    0.0369    3.5083    1.0697    2.8271    0.1447    0.1618    1.4056    0.0365    1.0448    0.0739
+#> 404:    92.1798   -5.8709   -2.1505   -4.2612   -0.9360    0.2237    0.0369    3.5085    1.0699    2.8262    0.1447    0.1616    1.4055    0.0365    1.0449    0.0739
+#> 405:    92.1795   -5.8705   -2.1503   -4.2613   -0.9360    0.2239    0.0370    3.5059    1.0698    2.8254    0.1448    0.1615    1.4052    0.0364    1.0449    0.0739
+#> 406:    92.1792   -5.8710   -2.1504   -4.2613   -0.9359    0.2243    0.0371    3.5069    1.0696    2.8244    0.1449    0.1614    1.4049    0.0364    1.0447    0.0739
+#> 407:    92.1788   -5.8718   -2.1505   -4.2614   -0.9359    0.2243    0.0372    3.5092    1.0697    2.8234    0.1449    0.1614    1.4046    0.0364    1.0448    0.0739
+#> 408:    92.1786   -5.8729   -2.1505   -4.2615   -0.9360    0.2245    0.0373    3.5140    1.0699    2.8223    0.1449    0.1612    1.4045    0.0365    1.0455    0.0739
+#> 409:    92.1784   -5.8740   -2.1506   -4.2615   -0.9360    0.2246    0.0373    3.5192    1.0700    2.8213    0.1450    0.1610    1.4042    0.0365    1.0462    0.0738
+#> 410:    92.1782   -5.8753   -2.1505   -4.2616   -0.9361    0.2246    0.0373    3.5248    1.0705    2.8205    0.1450    0.1607    1.4040    0.0365    1.0465    0.0738
+#> 411:    92.1780   -5.8758   -2.1503   -4.2619   -0.9362    0.2247    0.0374    3.5249    1.0707    2.8204    0.1449    0.1605    1.4043    0.0364    1.0467    0.0738
+#> 412:    92.1778   -5.8759   -2.1502   -4.2621   -0.9363    0.2248    0.0374    3.5238    1.0707    2.8209    0.1448    0.1602    1.4045    0.0364    1.0466    0.0738
+#> 413:    92.1779   -5.8759   -2.1501   -4.2623   -0.9364    0.2249    0.0374    3.5225    1.0711    2.8213    0.1448    0.1600    1.4043    0.0364    1.0460    0.0738
+#> 414:    92.1781   -5.8754   -2.1500   -4.2622   -0.9364    0.2250    0.0374    3.5205    1.0710    2.8203    0.1448    0.1599    1.4047    0.0364    1.0456    0.0738
+#> 415:    92.1781   -5.8750   -2.1499   -4.2623   -0.9363    0.2251    0.0374    3.5187    1.0709    2.8190    0.1448    0.1598    1.4050    0.0364    1.0448    0.0738
+#> 416:    92.1783   -5.8747   -2.1500   -4.2624   -0.9363    0.2252    0.0375    3.5216    1.0708    2.8187    0.1448    0.1598    1.4052    0.0364    1.0440    0.0738
+#> 417:    92.1783   -5.8738   -2.1500   -4.2625   -0.9362    0.2252    0.0375    3.5219    1.0712    2.8188    0.1447    0.1597    1.4055    0.0364    1.0438    0.0739
+#> 418:    92.1784   -5.8735   -2.1501   -4.2627   -0.9360    0.2254    0.0375    3.5222    1.0715    2.8193    0.1448    0.1596    1.4057    0.0364    1.0438    0.0739
+#> 419:    92.1784   -5.8725   -2.1501   -4.2629   -0.9358    0.2255    0.0376    3.5190    1.0719    2.8202    0.1447    0.1594    1.4060    0.0364    1.0436    0.0739
+#> 420:    92.1785   -5.8713   -2.1500   -4.2633   -0.9357    0.2256    0.0377    3.5152    1.0723    2.8213    0.1447    0.1592    1.4065    0.0364    1.0439    0.0738
+#> 421:    92.1786   -5.8697   -2.1500   -4.2639   -0.9355    0.2257    0.0377    3.5100    1.0728    2.8232    0.1448    0.1592    1.4068    0.0364    1.0436    0.0739
+#> 422:    92.1787   -5.8683   -2.1502   -4.2645   -0.9352    0.2260    0.0377    3.5051    1.0732    2.8258    0.1448    0.1592    1.4069    0.0364    1.0432    0.0739
+#> 423:    92.1788   -5.8667   -2.1504   -4.2653   -0.9350    0.2262    0.0377    3.4992    1.0736    2.8292    0.1448    0.1592    1.4071    0.0364    1.0435    0.0738
+#> 424:    92.1789   -5.8659   -2.1505   -4.2661   -0.9349    0.2263    0.0378    3.4972    1.0739    2.8324    0.1448    0.1591    1.4069    0.0364    1.0439    0.0738
+#> 425:    92.1788   -5.8649   -2.1505   -4.2669   -0.9349    0.2263    0.0378    3.4947    1.0740    2.8358    0.1448    0.1590    1.4071    0.0364    1.0438    0.0738
+#> 426:    92.1788   -5.8643   -2.1506   -4.2677   -0.9348    0.2265    0.0377    3.4922    1.0743    2.8389    0.1448    0.1589    1.4070    0.0365    1.0437    0.0738
+#> 427:    92.1785   -5.8637   -2.1506   -4.2683   -0.9347    0.2266    0.0378    3.4895    1.0747    2.8425    0.1448    0.1588    1.4068    0.0365    1.0434    0.0738
+#> 428:    92.1783   -5.8627   -2.1507   -4.2689   -0.9347    0.2268    0.0378    3.4870    1.0749    2.8464    0.1447    0.1586    1.4070    0.0365    1.0434    0.0738
+#> 429:    92.1782   -5.8617   -2.1509   -4.2696   -0.9347    0.2271    0.0379    3.4845    1.0752    2.8500    0.1446    0.1584    1.4072    0.0365    1.0439    0.0738
+#> 430:    92.1783   -5.8608   -2.1510   -4.2701   -0.9347    0.2274    0.0379    3.4830    1.0755    2.8526    0.1446    0.1582    1.4075    0.0365    1.0443    0.0738
+#> 431:    92.1784   -5.8606   -2.1511   -4.2704   -0.9348    0.2275    0.0379    3.4825    1.0757    2.8532    0.1446    0.1580    1.4076    0.0365    1.0439    0.0738
+#> 432:    92.1784   -5.8610   -2.1512   -4.2707   -0.9350    0.2275    0.0378    3.4833    1.0761    2.8539    0.1447    0.1578    1.4079    0.0365    1.0443    0.0738
+#> 433:    92.1783   -5.8618   -2.1512   -4.2711   -0.9351    0.2276    0.0378    3.4867    1.0768    2.8554    0.1447    0.1577    1.4078    0.0366    1.0440    0.0738
+#> 434:    92.1784   -5.8612   -2.1513   -4.2714   -0.9350    0.2278    0.0378    3.4858    1.0774    2.8564    0.1448    0.1577    1.4074    0.0365    1.0430    0.0739
+#> 435:    92.1783   -5.8610   -2.1513   -4.2718   -0.9348    0.2279    0.0377    3.4874    1.0779    2.8581    0.1448    0.1576    1.4072    0.0366    1.0423    0.0739
+#> 436:    92.1781   -5.8610   -2.1513   -4.2721   -0.9346    0.2280    0.0376    3.4879    1.0789    2.8598    0.1448    0.1575    1.4070    0.0365    1.0417    0.0739
+#> 437:    92.1781   -5.8610   -2.1511   -4.2726   -0.9345    0.2279    0.0376    3.4886    1.0794    2.8618    0.1449    0.1574    1.4071    0.0365    1.0417    0.0739
+#> 438:    92.1781   -5.8609   -2.1510   -4.2730   -0.9345    0.2280    0.0375    3.4893    1.0797    2.8641    0.1449    0.1573    1.4075    0.0365    1.0420    0.0739
+#> 439:    92.1781   -5.8608   -2.1509   -4.2734   -0.9343    0.2280    0.0374    3.4894    1.0803    2.8659    0.1449    0.1573    1.4076    0.0365    1.0421    0.0739
+#> 440:    92.1780   -5.8603   -2.1510   -4.2737   -0.9343    0.2279    0.0374    3.4885    1.0808    2.8674    0.1448    0.1573    1.4079    0.0365    1.0430    0.0738
+#> 441:    92.1779   -5.8600   -2.1510   -4.2738   -0.9342    0.2279    0.0373    3.4899    1.0811    2.8686    0.1447    0.1574    1.4086    0.0365    1.0445    0.0737
+#> 442:    92.1779   -5.8600   -2.1509   -4.2737   -0.9343    0.2278    0.0372    3.4925    1.0814    2.8691    0.1447    0.1575    1.4088    0.0365    1.0451    0.0737
+#> 443:    92.1780   -5.8598   -2.1509   -4.2739   -0.9341    0.2278    0.0372    3.4949    1.0819    2.8705    0.1447    0.1576    1.4092    0.0365    1.0453    0.0737
+#> 444:    92.1779   -5.8593   -2.1510   -4.2742   -0.9340    0.2277    0.0371    3.4951    1.0824    2.8717    0.1447    0.1576    1.4096    0.0365    1.0455    0.0737
+#> 445:    92.1777   -5.8593   -2.1511   -4.2744   -0.9338    0.2275    0.0371    3.4999    1.0828    2.8729    0.1448    0.1576    1.4100    0.0365    1.0461    0.0736
+#> 446:    92.1774   -5.8600   -2.1511   -4.2748   -0.9338    0.2274    0.0372    3.5051    1.0837    2.8747    0.1449    0.1576    1.4099    0.0365    1.0464    0.0736
+#> 447:    92.1771   -5.8604   -2.1512   -4.2751   -0.9338    0.2273    0.0373    3.5087    1.0844    2.8758    0.1449    0.1575    1.4097    0.0365    1.0467    0.0736
+#> 448:    92.1769   -5.8607   -2.1513   -4.2756   -0.9336    0.2272    0.0374    3.5124    1.0849    2.8778    0.1449    0.1575    1.4098    0.0365    1.0470    0.0735
+#> 449:    92.1768   -5.8611   -2.1515   -4.2759   -0.9337    0.2270    0.0374    3.5165    1.0853    2.8789    0.1449    0.1575    1.4101    0.0365    1.0473    0.0735
+#> 450:    92.1766   -5.8611   -2.1515   -4.2762   -0.9337    0.2269    0.0374    3.5158    1.0859    2.8800    0.1448    0.1576    1.4102    0.0365    1.0474    0.0735
+#> 451:    92.1762   -5.8615   -2.1514   -4.2765   -0.9337    0.2267    0.0374    3.5202    1.0866    2.8812    0.1447    0.1576    1.4104    0.0365    1.0477    0.0735
+#> 452:    92.1761   -5.8622   -2.1514   -4.2767   -0.9337    0.2264    0.0374    3.5232    1.0871    2.8824    0.1447    0.1576    1.4103    0.0365    1.0479    0.0734
+#> 453:    92.1760   -5.8621   -2.1514   -4.2776   -0.9336    0.2261    0.0373    3.5247    1.0878    2.8901    0.1447    0.1576    1.4103    0.0365    1.0480    0.0734
+#> 454:    92.1759   -5.8611   -2.1513   -4.2781   -0.9335    0.2259    0.0373    3.5206    1.0882    2.8939    0.1448    0.1575    1.4104    0.0365    1.0483    0.0734
+#> 455:    92.1758   -5.8599   -2.1513   -4.2788   -0.9336    0.2258    0.0372    3.5151    1.0887    2.9010    0.1448    0.1575    1.4104    0.0365    1.0485    0.0734
+#> 456:    92.1760   -5.8583   -2.1512   -4.2797   -0.9335    0.2258    0.0372    3.5086    1.0892    2.9081    0.1448    0.1574    1.4105    0.0365    1.0483    0.0734
+#> 457:    92.1761   -5.8575   -2.1513   -4.2804   -0.9334    0.2257    0.0371    3.5041    1.0896    2.9144    0.1449    0.1574    1.4103    0.0365    1.0480    0.0733
+#> 458:    92.1763   -5.8569   -2.1512   -4.2813   -0.9334    0.2257    0.0370    3.5014    1.0901    2.9227    0.1449    0.1574    1.4102    0.0365    1.0476    0.0734
+#> 459:    92.1763   -5.8565   -2.1512   -4.2816   -0.9334    0.2256    0.0370    3.4991    1.0908    2.9248    0.1449    0.1573    1.4100    0.0365    1.0471    0.0734
+#> 460:    92.1764   -5.8557   -2.1513   -4.2818   -0.9333    0.2256    0.0370    3.4957    1.0915    2.9258    0.1449    0.1572    1.4097    0.0365    1.0466    0.0734
+#> 461:    92.1765   -5.8550   -2.1515   -4.2822   -0.9333    0.2255    0.0370    3.4923    1.0921    2.9296    0.1449    0.1571    1.4097    0.0365    1.0464    0.0734
+#> 462:    92.1764   -5.8546   -2.1517   -4.2824   -0.9333    0.2256    0.0370    3.4897    1.0925    2.9319    0.1448    0.1569    1.4093    0.0365    1.0463    0.0733
+#> 463:    92.1763   -5.8539   -2.1519   -4.2830   -0.9333    0.2256    0.0369    3.4863    1.0928    2.9373    0.1449    0.1568    1.4093    0.0366    1.0463    0.0733
+#> 464:    92.1763   -5.8532   -2.1520   -4.2833   -0.9333    0.2257    0.0370    3.4825    1.0933    2.9405    0.1448    0.1567    1.4093    0.0366    1.0462    0.0733
+#> 465:    92.1762   -5.8528   -2.1521   -4.2837   -0.9335    0.2257    0.0370    3.4795    1.0938    2.9433    0.1448    0.1567    1.4093    0.0366    1.0464    0.0733
+#> 466:    92.1762   -5.8530   -2.1523   -4.2840   -0.9336    0.2256    0.0370    3.4780    1.0943    2.9462    0.1448    0.1566    1.4089    0.0366    1.0466    0.0733
+#> 467:    92.1764   -5.8529   -2.1524   -4.2846   -0.9337    0.2256    0.0371    3.4751    1.0948    2.9506    0.1447    0.1565    1.4087    0.0366    1.0465    0.0733
+#> 468:    92.1765   -5.8531   -2.1525   -4.2849   -0.9337    0.2255    0.0371    3.4734    1.0952    2.9523    0.1447    0.1563    1.4087    0.0366    1.0465    0.0733
+#> 469:    92.1767   -5.8533   -2.1525   -4.2853   -0.9337    0.2254    0.0372    3.4754    1.0958    2.9540    0.1447    0.1561    1.4090    0.0366    1.0472    0.0733
+#> 470:    92.1767   -5.8536   -2.1525   -4.2858   -0.9338    0.2254    0.0373    3.4780    1.0965    2.9571    0.1448    0.1559    1.4094    0.0366    1.0478    0.0732
+#> 471:    92.1767   -5.8540   -2.1525   -4.2864   -0.9338    0.2254    0.0373    3.4812    1.0970    2.9606    0.1447    0.1558    1.4099    0.0366    1.0482    0.0732
+#> 472:    92.1766   -5.8547   -2.1526   -4.2871   -0.9339    0.2255    0.0373    3.4844    1.0975    2.9645    0.1446    0.1556    1.4101    0.0366    1.0482    0.0732
+#> 473:    92.1764   -5.8549   -2.1527   -4.2875   -0.9339    0.2255    0.0373    3.4848    1.0977    2.9672    0.1446    0.1554    1.4100    0.0366    1.0482    0.0732
+#> 474:    92.1762   -5.8553   -2.1528   -4.2880   -0.9338    0.2256    0.0373    3.4855    1.0979    2.9700    0.1445    0.1552    1.4104    0.0366    1.0484    0.0732
+#> 475:    92.1763   -5.8561   -2.1530   -4.2884   -0.9338    0.2256    0.0374    3.4885    1.0981    2.9726    0.1445    0.1549    1.4103    0.0366    1.0484    0.0731
+#> 476:    92.1763   -5.8564   -2.1530   -4.2885   -0.9339    0.2258    0.0374    3.4914    1.0983    2.9734    0.1444    0.1548    1.4106    0.0366    1.0484    0.0731
+#> 477:    92.1763   -5.8565   -2.1531   -4.2888   -0.9340    0.2259    0.0373    3.4941    1.0985    2.9755    0.1443    0.1546    1.4108    0.0366    1.0487    0.0731
+#> 478:    92.1763   -5.8576   -2.1532   -4.2889   -0.9340    0.2258    0.0373    3.4995    1.0987    2.9772    0.1442    0.1544    1.4111    0.0366    1.0490    0.0731
+#> 479:    92.1765   -5.8593   -2.1533   -4.2890   -0.9342    0.2259    0.0372    3.5086    1.0990    2.9787    0.1442    0.1544    1.4113    0.0366    1.0495    0.0731
+#> 480:    92.1766   -5.8613   -2.1535   -4.2892   -0.9342    0.2260    0.0372    3.5233    1.0991    2.9800    0.1442    0.1543    1.4116    0.0367    1.0496    0.0730
+#> 481:    92.1768   -5.8624   -2.1536   -4.2894   -0.9341    0.2260    0.0371    3.5309    1.0993    2.9820    0.1442    0.1542    1.4117    0.0367    1.0497    0.0730
+#> 482:    92.1766   -5.8634   -2.1537   -4.2896   -0.9341    0.2260    0.0371    3.5393    1.0995    2.9833    0.1443    0.1542    1.4116    0.0367    1.0496    0.0730
+#> 483:    92.1762   -5.8645   -2.1538   -4.2896   -0.9340    0.2260    0.0372    3.5472    1.0997    2.9840    0.1443    0.1542    1.4115    0.0367    1.0498    0.0730
+#> 484:    92.1757   -5.8648   -2.1538   -4.2896   -0.9340    0.2261    0.0373    3.5508    1.0998    2.9843    0.1445    0.1542    1.4115    0.0366    1.0498    0.0730
+#> 485:    92.1752   -5.8648   -2.1539   -4.2896   -0.9340    0.2262    0.0374    3.5516    1.1000    2.9846    0.1445    0.1542    1.4115    0.0366    1.0497    0.0730
+#> 486:    92.1747   -5.8649   -2.1539   -4.2897   -0.9340    0.2262    0.0375    3.5517    1.1003    2.9856    0.1446    0.1541    1.4113    0.0366    1.0498    0.0730
+#> 487:    92.1743   -5.8649   -2.1539   -4.2896   -0.9340    0.2262    0.0376    3.5502    1.1006    2.9856    0.1447    0.1539    1.4110    0.0367    1.0498    0.0730
+#> 488:    92.1739   -5.8645   -2.1540   -4.2893   -0.9340    0.2261    0.0377    3.5475    1.1008    2.9848    0.1447    0.1537    1.4106    0.0367    1.0497    0.0729
+#> 489:    92.1736   -5.8640   -2.1539   -4.2892   -0.9340    0.2260    0.0376    3.5445    1.1011    2.9844    0.1448    0.1536    1.4105    0.0367    1.0496    0.0729
+#> 490:    92.1736   -5.8631   -2.1539   -4.2889   -0.9340    0.2260    0.0376    3.5402    1.1014    2.9835    0.1448    0.1534    1.4103    0.0366    1.0496    0.0729
+#> 491:    92.1735   -5.8617   -2.1539   -4.2887   -0.9339    0.2260    0.0375    3.5343    1.1016    2.9825    0.1449    0.1532    1.4103    0.0366    1.0497    0.0729
+#> 492:    92.1736   -5.8609   -2.1539   -4.2884   -0.9339    0.2259    0.0375    3.5298    1.1017    2.9816    0.1449    0.1530    1.4101    0.0367    1.0499    0.0729
+#> 493:    92.1737   -5.8605   -2.1539   -4.2882   -0.9339    0.2260    0.0375    3.5266    1.1018    2.9807    0.1450    0.1529    1.4098    0.0367    1.0496    0.0729
+#> 494:    92.1739   -5.8609   -2.1539   -4.2881   -0.9340    0.2261    0.0375    3.5273    1.1018    2.9802    0.1450    0.1528    1.4097    0.0367    1.0495    0.0729
+#> 495:    92.1741   -5.8614   -2.1540   -4.2880   -0.9340    0.2262    0.0376    3.5290    1.1019    2.9797    0.1450    0.1526    1.4096    0.0367    1.0492    0.0729
+#> 496:    92.1742   -5.8623   -2.1540   -4.2879   -0.9341    0.2262    0.0376    3.5348    1.1020    2.9791    0.1449    0.1525    1.4096    0.0367    1.0491    0.0729
+#> 497:    92.1742   -5.8634   -2.1541   -4.2879   -0.9341    0.2264    0.0377    3.5402    1.1020    2.9789    0.1449    0.1524    1.4097    0.0367    1.0493    0.0729
+#> 498:    92.1744   -5.8637   -2.1543   -4.2879   -0.9341    0.2266    0.0377    3.5406    1.1019    2.9787    0.1449    0.1524    1.4096    0.0367    1.0496    0.0729
+#> 499:    92.1744   -5.8635   -2.1544   -4.2880   -0.9341    0.2268    0.0376    3.5400    1.1019    2.9789    0.1450    0.1523    1.4095    0.0367    1.0500    0.0728
+#> 500:    92.1744   -5.8628   -2.1545   -4.2882   -0.9341    0.2270    0.0377    3.5381    1.1020    2.9795    0.1450    0.1522    1.4096    0.0367    1.0503    0.0728
#> Calculating covariance matrix
#> 
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → compiling EBE model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
#> Calculating residuals/tables
#> done
f_nlmixr_dfop_sfo_focei_obs_tc <- nlmixr(f_mmkin_tc["DFOP-SFO", ], est = "focei",
   error_model = "obs_tc")
 
#> ℹ parameter labels from comments are typically ignored in non-interactive mode
#> ℹ Need to run with the source intact to parse comments
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → creating full model...
#> → pruning branches (`if`/`else`)...
#> ✔ done
#> → loading into symengine environment...
#> ✔ done
#> → calculate jacobian
#> 
#> → calculate sensitivities
#> 
#> → calculate ∂(f)/∂(η)
#> 
#> → calculate ∂(R²)/∂(η)
#> 
#> → finding duplicate expressions in inner model...
#> 
#> → optimizing duplicate expressions in inner model...
#> 
#> → finding duplicate expressions in EBE model...
#> 
#> → optimizing duplicate expressions in EBE model...
#> 
#> → compiling inner model...
#>  
#> ✔ done
#> → finding duplicate expressions in FD model...
#> 
#> → optimizing duplicate expressions in FD model...
#> 
#> → compiling EBE model...
#>  
#> ✔ done
#> → compiling events FD model...
#>  
#> ✔ done
#> Needed Covariates:
#> [1] "CMT"
 #> Key: U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation
@@ -8125,1466 +10240,2170 @@ obtained by fitting the same model to a list of datasets using     1|     495.80376 |     1.000 |    -1.000 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9885 |   -0.8832 |   -0.8755 |   -0.8915 |
-#> |.....................|   -0.8755 |   -0.8915 |   -0.8776 |   -0.8741 |
-#> |.....................|   -0.8681 |   -0.8727 |   -0.8749 |   -0.8675 |
-#> |    U|     495.80376 |     91.48 |    -5.189 |   -0.8875 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8280 |   0.05769 |
-#> |.....................|    0.8280 |   0.05769 |    0.7296 |    0.8969 |
-#> |.....................|     1.185 |    0.9628 |    0.8582 |     1.216 |
-#> |    X|     495.80376 |     91.48 |  0.005580 |    0.2916 |    0.1119 |
-#> |.....................|  0.009750 |    0.6128 |    0.8280 |   0.05769 |
-#> |.....................|    0.8280 |   0.05769 |    0.7296 |    0.8969 |
-#> |.....................|     1.185 |    0.9628 |    0.8582 |     1.216 |
-#> |    G|    Gill Diff. |     40.10 |     2.344 |  -0.09792 |   0.01304 |
-#> |.....................|   -0.4854 |    0.6353 |    -23.92 |    -17.76 |
-#> |.....................|    -5.723 |    -2.232 |     1.261 |     9.993 |
-#> |.....................|    -12.68 |   -0.7774 |     8.106 |    -12.55 |
-#> |    2|     3318.3701 |    0.2710 |    -1.043 |   -0.9092 |   -0.9382 |
-#> |.....................|   -0.9796 |   -0.8947 |   -0.4406 |   -0.5686 |
-#> |.....................|   -0.7715 |   -0.8509 |   -0.9005 |    -1.056 |
-#> |.....................|   -0.6376 |   -0.8586 |    -1.022 |   -0.6393 |
-#> |    U|     3318.3701 |     24.79 |    -5.231 |   -0.8859 |    -2.190 |
-#> |.....................|    -4.622 |    0.4536 |     1.008 |   0.06701 |
-#> |.....................|    0.8711 |   0.05887 |    0.7129 |    0.7340 |
-#> |.....................|     1.458 |    0.9764 |    0.7317 |     1.493 |
-#> |    X|     3318.3701 |     24.79 |  0.005347 |    0.2920 |    0.1119 |
-#> |.....................|  0.009837 |    0.6115 |     1.008 |   0.06701 |
-#> |.....................|    0.8711 |   0.05887 |    0.7129 |    0.7340 |
-#> |.....................|     1.458 |    0.9764 |    0.7317 |     1.493 |
-#> |    3|     512.37365 |    0.9271 |    -1.004 |   -0.9108 |   -0.9380 |
-#> |.....................|   -0.9876 |   -0.8843 |   -0.8320 |   -0.8592 |
-#> |.....................|   -0.8651 |   -0.8874 |   -0.8799 |   -0.8923 |
-#> |.....................|   -0.8451 |   -0.8713 |   -0.8896 |   -0.8447 |
-#> |    U|     512.37365 |     84.82 |    -5.193 |   -0.8873 |    -2.190 |
-#> |.....................|    -4.630 |    0.4584 |    0.8460 |   0.05863 |
-#> |.....................|    0.8323 |   0.05781 |    0.7279 |    0.8806 |
-#> |.....................|     1.212 |    0.9641 |    0.8455 |     1.244 |
-#> |    X|     512.37365 |     84.82 |  0.005556 |    0.2917 |    0.1119 |
-#> |.....................|  0.009759 |    0.6126 |    0.8460 |   0.05863 |
-#> |.....................|    0.8323 |   0.05781 |    0.7279 |    0.8806 |
-#> |.....................|     1.212 |    0.9641 |    0.8455 |     1.244 |
-#> |    4|     495.44913 |    0.9909 |    -1.001 |   -0.9110 |   -0.9380 |
-#> |.....................|   -0.9883 |   -0.8833 |   -0.8701 |   -0.8874 |
-#> |.....................|   -0.8742 |   -0.8910 |   -0.8778 |   -0.8764 |
-#> |.....................|   -0.8653 |   -0.8726 |   -0.8767 |   -0.8647 |
-#> |    U|     495.44913 |     90.65 |    -5.189 |   -0.8874 |    -2.190 |
-#> |.....................|    -4.630 |    0.4589 |    0.8303 |   0.05781 |
-#> |.....................|    0.8286 |   0.05771 |    0.7294 |    0.8949 |
-#> |.....................|     1.189 |    0.9629 |    0.8566 |     1.219 |
-#> |    X|     495.44913 |     90.65 |  0.005577 |    0.2916 |    0.1119 |
-#> |.....................|  0.009751 |    0.6127 |    0.8303 |   0.05781 |
-#> |.....................|    0.8286 |   0.05771 |    0.7294 |    0.8949 |
-#> |.....................|     1.189 |    0.9629 |    0.8566 |     1.219 |
-#> |    F| Forward Diff. |    -32.24 |     2.221 |   -0.3999 |    0.1183 |
-#> |.....................|   -0.4367 |    0.6696 |    -24.35 |    -18.50 |
-#> |.....................|    -5.733 |    -2.007 |     1.154 |     9.098 |
-#> |.....................|    -12.48 |   -0.2426 |     8.051 |    -12.28 |
-#> |    5|     495.09570 |    0.9990 |    -1.001 |   -0.9109 |   -0.9380 |
-#> |.....................|   -0.9882 |   -0.8835 |   -0.8640 |   -0.8828 |
-#> |.....................|   -0.8728 |   -0.8905 |   -0.8781 |   -0.8786 |
-#> |.....................|   -0.8621 |   -0.8725 |   -0.8788 |   -0.8616 |
-#> |    U|      495.0957 |     91.39 |    -5.190 |   -0.8874 |    -2.190 |
-#> |.....................|    -4.630 |    0.4588 |    0.8328 |   0.05794 |
-#> |.....................|    0.8291 |   0.05772 |    0.7292 |    0.8928 |
-#> |.....................|     1.192 |    0.9630 |    0.8549 |     1.223 |
-#> |    X|      495.0957 |     91.39 |  0.005574 |    0.2917 |    0.1119 |
-#> |.....................|  0.009752 |    0.6127 |    0.8328 |   0.05794 |
-#> |.....................|    0.8291 |   0.05772 |    0.7292 |    0.8928 |
-#> |.....................|     1.192 |    0.9630 |    0.8549 |     1.223 |
-#> |    F| Forward Diff. |     32.16 |     2.311 |   -0.1335 |   0.03619 |
-#> |.....................|   -0.4432 |    0.6445 |    -23.23 |    -17.46 |
-#> |.....................|    -5.567 |    -2.162 |     1.281 |     9.656 |
-#> |.....................|    -12.09 |   -0.7018 |     7.779 |    -12.29 |
-#> |    6|     494.75975 |    0.9908 |    -1.002 |   -0.9109 |   -0.9380 |
-#> |.....................|   -0.9881 |   -0.8836 |   -0.8581 |   -0.8783 |
-#> |.....................|   -0.8714 |   -0.8899 |   -0.8785 |   -0.8811 |
-#> |.....................|   -0.8590 |   -0.8723 |   -0.8807 |   -0.8584 |
-#> |    U|     494.75975 |     90.64 |    -5.190 |   -0.8873 |    -2.190 |
-#> |.....................|    -4.630 |    0.4587 |    0.8352 |   0.05807 |
-#> |.....................|    0.8297 |   0.05774 |    0.7290 |    0.8906 |
-#> |.....................|     1.196 |    0.9632 |    0.8532 |     1.227 |
-#> |    X|     494.75975 |     90.64 |  0.005570 |    0.2917 |    0.1119 |
-#> |.....................|  0.009754 |    0.6127 |    0.8352 |   0.05807 |
-#> |.....................|    0.8297 |   0.05774 |    0.7290 |    0.8906 |
-#> |.....................|     1.196 |    0.9632 |    0.8532 |     1.227 |
-#> |    F| Forward Diff. |    -33.18 |     2.192 |   -0.4095 |    0.1210 |
-#> |.....................|   -0.4089 |    0.6743 |    -23.19 |    -17.83 |
-#> |.....................|    -5.624 |    -1.860 |     1.146 |     8.868 |
-#> |.....................|    -11.42 |  -0.05808 |     7.519 |    -12.11 |
-#> |    7|     494.42957 |    0.9992 |    -1.002 |   -0.9108 |   -0.9380 |
-#> |.....................|   -0.9880 |   -0.8838 |   -0.8522 |   -0.8738 |
-#> |.....................|   -0.8699 |   -0.8894 |   -0.8788 |   -0.8834 |
-#> |.....................|   -0.8561 |   -0.8723 |   -0.8827 |   -0.8554 |
-#> |    U|     494.42957 |     91.41 |    -5.191 |   -0.8872 |    -2.190 |
-#> |.....................|    -4.630 |    0.4586 |    0.8377 |   0.05820 |
-#> |.....................|    0.8303 |   0.05775 |    0.7287 |    0.8886 |
-#> |.....................|     1.199 |    0.9632 |    0.8515 |     1.231 |
-#> |    X|     494.42957 |     91.41 |  0.005567 |    0.2917 |    0.1119 |
-#> |.....................|  0.009755 |    0.6127 |    0.8377 |   0.05820 |
-#> |.....................|    0.8303 |   0.05775 |    0.7287 |    0.8886 |
-#> |.....................|     1.199 |    0.9632 |    0.8515 |     1.231 |
-#> |    F| Forward Diff. |     33.60 |     2.291 |   -0.1177 |   0.03548 |
-#> |.....................|   -0.4327 |    0.6500 |    -23.13 |    -16.67 |
-#> |.....................|    -5.444 |    -2.054 |     1.165 |     9.367 |
-#> |.....................|    -12.23 |    0.1305 |     7.522 |    -12.12 |
-#> |    8|     494.10805 |    0.9907 |    -1.003 |   -0.9107 |   -0.9380 |
-#> |.....................|   -0.9879 |   -0.8840 |   -0.8463 |   -0.8696 |
-#> |.....................|   -0.8686 |   -0.8889 |   -0.8791 |   -0.8857 |
-#> |.....................|   -0.8530 |   -0.8723 |   -0.8846 |   -0.8523 |
-#> |    U|     494.10805 |     90.63 |    -5.191 |   -0.8872 |    -2.190 |
-#> |.....................|    -4.630 |    0.4586 |    0.8401 |   0.05833 |
-#> |.....................|    0.8309 |   0.05777 |    0.7285 |    0.8865 |
-#> |.....................|     1.203 |    0.9632 |    0.8499 |     1.234 |
-#> |    X|     494.10805 |     90.63 |  0.005564 |    0.2917 |    0.1119 |
-#> |.....................|  0.009756 |    0.6127 |    0.8401 |   0.05833 |
-#> |.....................|    0.8309 |   0.05777 |    0.7285 |    0.8865 |
-#> |.....................|     1.203 |    0.9632 |    0.8499 |     1.234 |
-#> |    F| Forward Diff. |    -33.55 |     2.169 |   -0.4095 |    0.1317 |
-#> |.....................|   -0.3875 |    0.6809 |    -22.57 |    -17.16 |
-#> |.....................|    -5.560 |    -1.906 |     1.113 |     8.554 |
-#> |.....................|    -12.00 |   -0.1191 |     7.606 |    -11.94 |
-#> |    9|     493.79074 |    0.9992 |    -1.003 |   -0.9106 |   -0.9381 |
-#> |.....................|   -0.9878 |   -0.8841 |   -0.8406 |   -0.8652 |
-#> |.....................|   -0.8671 |   -0.8884 |   -0.8793 |   -0.8879 |
-#> |.....................|   -0.8500 |   -0.8723 |   -0.8865 |   -0.8493 |
-#> |    U|     493.79074 |     91.41 |    -5.192 |   -0.8871 |    -2.190 |
-#> |.....................|    -4.630 |    0.4585 |    0.8425 |   0.05845 |
-#> |.....................|    0.8315 |   0.05778 |    0.7283 |    0.8845 |
-#> |.....................|     1.207 |    0.9632 |    0.8482 |     1.238 |
-#> |    X|     493.79074 |     91.41 |  0.005561 |    0.2917 |    0.1119 |
-#> |.....................|  0.009757 |    0.6127 |    0.8425 |   0.05845 |
-#> |.....................|    0.8315 |   0.05778 |    0.7283 |    0.8845 |
-#> |.....................|     1.207 |    0.9632 |    0.8482 |     1.238 |
-#> |    F| Forward Diff. |     33.91 |     2.267 |   -0.1078 |   0.03893 |
-#> |.....................|   -0.4090 |    0.6560 |    -22.34 |    -15.94 |
-#> |.....................|    -5.274 |    -2.001 |     1.140 |     9.131 |
-#> |.....................|    -12.00 |   -0.1724 |     7.294 |    -11.95 |
-#> |   10|     493.48645 |    0.9905 |    -1.004 |   -0.9106 |   -0.9381 |
-#> |.....................|   -0.9877 |   -0.8843 |   -0.8348 |   -0.8611 |
-#> |.....................|   -0.8658 |   -0.8879 |   -0.8796 |   -0.8903 |
-#> |.....................|   -0.8469 |   -0.8723 |   -0.8884 |   -0.8462 |
-#> |    U|     493.48645 |     90.62 |    -5.193 |   -0.8871 |    -2.190 |
-#> |.....................|    -4.630 |    0.4584 |    0.8449 |   0.05857 |
-#> |.....................|    0.8320 |   0.05780 |    0.7281 |    0.8824 |
-#> |.....................|     1.210 |    0.9632 |    0.8466 |     1.242 |
-#> |    X|     493.48645 |     90.62 |  0.005558 |    0.2917 |    0.1119 |
-#> |.....................|  0.009758 |    0.6126 |    0.8449 |   0.05857 |
-#> |.....................|    0.8320 |   0.05780 |    0.7281 |    0.8824 |
-#> |.....................|     1.210 |    0.9632 |    0.8466 |     1.242 |
-#> |    F| Forward Diff. |    -34.40 |     2.145 |   -0.4154 |    0.1312 |
-#> |.....................|   -0.3648 |    0.6865 |    -22.08 |    -16.36 |
-#> |.....................|    -5.345 |    -1.756 |     1.231 |     8.303 |
-#> |.....................|    -11.76 |  -0.07864 |     7.355 |    -11.77 |
-#> |   11|     493.18511 |    0.9993 |    -1.004 |   -0.9105 |   -0.9381 |
-#> |.....................|   -0.9876 |   -0.8845 |   -0.8292 |   -0.8570 |
-#> |.....................|   -0.8644 |   -0.8875 |   -0.8799 |   -0.8924 |
-#> |.....................|   -0.8439 |   -0.8722 |   -0.8902 |   -0.8432 |
-#> |    U|     493.18511 |     91.42 |    -5.193 |   -0.8870 |    -2.190 |
-#> |.....................|    -4.630 |    0.4583 |    0.8472 |   0.05869 |
-#> |.....................|    0.8326 |   0.05781 |    0.7279 |    0.8805 |
-#> |.....................|     1.214 |    0.9633 |    0.8450 |     1.246 |
-#> |    X|     493.18511 |     91.42 |  0.005555 |    0.2917 |    0.1119 |
-#> |.....................|  0.009759 |    0.6126 |    0.8472 |   0.05869 |
-#> |.....................|    0.8326 |   0.05781 |    0.7279 |    0.8805 |
-#> |.....................|     1.214 |    0.9633 |    0.8450 |     1.246 |
-#> |    F| Forward Diff. |     34.43 |     2.240 |   -0.1040 |   0.04282 |
-#> |.....................|   -0.3912 |    0.6547 |    -21.84 |    -15.27 |
-#> |.....................|    -5.158 |    -1.914 |     1.030 |     8.876 |
-#> |.....................|    -11.77 |   -0.1415 |     7.047 |    -11.78 |
-#> |   12|     492.89407 |    0.9905 |    -1.005 |   -0.9105 |   -0.9381 |
-#> |.....................|   -0.9875 |   -0.8847 |   -0.8236 |   -0.8530 |
-#> |.....................|   -0.8631 |   -0.8870 |   -0.8802 |   -0.8947 |
-#> |.....................|   -0.8409 |   -0.8722 |   -0.8921 |   -0.8401 |
-#> |    U|     492.89407 |     90.61 |    -5.194 |   -0.8870 |    -2.190 |
-#> |.....................|    -4.630 |    0.4582 |    0.8495 |   0.05880 |
-#> |.....................|    0.8332 |   0.05782 |    0.7277 |    0.8785 |
-#> |.....................|     1.217 |    0.9633 |    0.8434 |     1.249 |
-#> |    X|     492.89407 |     90.61 |  0.005551 |    0.2917 |    0.1119 |
-#> |.....................|  0.009760 |    0.6126 |    0.8495 |   0.05880 |
-#> |.....................|    0.8332 |   0.05782 |    0.7277 |    0.8785 |
-#> |.....................|     1.217 |    0.9633 |    0.8434 |     1.249 |
-#> |    F| Forward Diff. |    -34.81 |     2.117 |   -0.4182 |    0.1353 |
-#> |.....................|   -0.3428 |    0.6933 |    -21.54 |    -15.66 |
-#> |.....................|    -5.188 |    -1.708 |     1.147 |     8.020 |
-#> |.....................|    -11.52 |  -0.06705 |     7.151 |    -11.60 |
-#> |   13|     492.59250 |    0.9992 |    -1.006 |   -0.9104 |   -0.9382 |
-#> |.....................|   -0.9874 |   -0.8848 |   -0.8179 |   -0.8489 |
-#> |.....................|   -0.8617 |   -0.8865 |   -0.8805 |   -0.8968 |
-#> |.....................|   -0.8378 |   -0.8722 |   -0.8940 |   -0.8371 |
-#> |    U|      492.5925 |     91.41 |    -5.194 |   -0.8869 |    -2.190 |
-#> |.....................|    -4.629 |    0.4582 |    0.8519 |   0.05892 |
-#> |.....................|    0.8337 |   0.05784 |    0.7275 |    0.8766 |
-#> |.....................|     1.221 |    0.9633 |    0.8418 |     1.253 |
-#> |    X|      492.5925 |     91.41 |  0.005548 |    0.2918 |    0.1119 |
-#> |.....................|  0.009760 |    0.6126 |    0.8519 |   0.05892 |
-#> |.....................|    0.8337 |   0.05784 |    0.7275 |    0.8766 |
-#> |.....................|     1.221 |    0.9633 |    0.8418 |     1.253 |
-#> |    F| Forward Diff. |     33.40 |     2.217 |  -0.09736 |   0.04377 |
-#> |.....................|   -0.3664 |    0.6618 |    -21.29 |    -14.62 |
-#> |.....................|    -5.018 |    -1.838 |    0.9818 |     8.628 |
-#> |.....................|    -11.52 |   -0.1307 |     6.857 |    -11.62 |
-#> |   14|     492.30478 |    0.9905 |    -1.006 |   -0.9103 |   -0.9382 |
-#> |.....................|   -0.9873 |   -0.8850 |   -0.8121 |   -0.8449 |
-#> |.....................|   -0.8604 |   -0.8860 |   -0.8808 |   -0.8991 |
-#> |.....................|   -0.8347 |   -0.8722 |   -0.8958 |   -0.8339 |
-#> |    U|     492.30478 |     90.62 |    -5.195 |   -0.8868 |    -2.190 |
-#> |.....................|    -4.629 |    0.4581 |    0.8543 |   0.05904 |
-#> |.....................|    0.8343 |   0.05785 |    0.7273 |    0.8745 |
-#> |.....................|     1.225 |    0.9633 |    0.8402 |     1.257 |
-#> |    X|     492.30478 |     90.62 |  0.005545 |    0.2918 |    0.1119 |
-#> |.....................|  0.009761 |    0.6126 |    0.8543 |   0.05904 |
-#> |.....................|    0.8343 |   0.05785 |    0.7273 |    0.8745 |
-#> |.....................|     1.225 |    0.9633 |    0.8402 |     1.257 |
-#> |    F| Forward Diff. |    -34.08 |     2.096 |   -0.4157 |    0.1370 |
-#> |.....................|   -0.3212 |    0.6979 |    -20.95 |    -14.99 |
-#> |.....................|    -5.046 |    -1.607 |     1.055 |     8.026 |
-#> |.....................|    -11.31 |    0.3535 |     6.819 |    -11.49 |
-#> |   15|     492.00325 |    0.9991 |    -1.007 |   -0.9102 |   -0.9382 |
-#> |.....................|   -0.9872 |   -0.8852 |   -0.8063 |   -0.8408 |
-#> |.....................|   -0.8590 |   -0.8856 |   -0.8811 |   -0.9014 |
-#> |.....................|   -0.8316 |   -0.8723 |   -0.8977 |   -0.8307 |
-#> |    U|     492.00325 |     91.40 |    -5.195 |   -0.8867 |    -2.190 |
-#> |.....................|    -4.629 |    0.4580 |    0.8567 |   0.05916 |
-#> |.....................|    0.8349 |   0.05786 |    0.7271 |    0.8725 |
-#> |.....................|     1.229 |    0.9632 |    0.8386 |     1.261 |
-#> |    X|     492.00325 |     91.40 |  0.005542 |    0.2918 |    0.1119 |
-#> |.....................|  0.009762 |    0.6125 |    0.8567 |   0.05916 |
-#> |.....................|    0.8349 |   0.05786 |    0.7271 |    0.8725 |
-#> |.....................|     1.229 |    0.9632 |    0.8386 |     1.261 |
-#> |    F| Forward Diff. |     32.19 |     2.189 |  -0.09620 |   0.04245 |
-#> |.....................|   -0.3450 |    0.6659 |    -21.28 |    -14.00 |
-#> |.....................|    -4.881 |    -1.759 |     1.243 |     8.359 |
-#> |.....................|    -10.62 |  -0.07477 |     6.614 |    -11.44 |
-#> |   16|     491.72015 |    0.9906 |    -1.007 |   -0.9102 |   -0.9382 |
-#> |.....................|   -0.9871 |   -0.8854 |   -0.8003 |   -0.8368 |
-#> |.....................|   -0.8576 |   -0.8851 |   -0.8814 |   -0.9037 |
-#> |.....................|   -0.8285 |   -0.8722 |   -0.8996 |   -0.8275 |
-#> |    U|     491.72015 |     90.62 |    -5.196 |   -0.8867 |    -2.190 |
-#> |.....................|    -4.629 |    0.4579 |    0.8592 |   0.05927 |
-#> |.....................|    0.8354 |   0.05788 |    0.7268 |    0.8703 |
-#> |.....................|     1.232 |    0.9633 |    0.8370 |     1.265 |
-#> |    X|     491.72015 |     90.62 |  0.005538 |    0.2918 |    0.1119 |
-#> |.....................|  0.009763 |    0.6125 |    0.8592 |   0.05927 |
-#> |.....................|    0.8354 |   0.05788 |    0.7268 |    0.8703 |
-#> |.....................|     1.232 |    0.9633 |    0.8370 |     1.265 |
-#> |    F| Forward Diff. |    -33.41 |     2.074 |   -0.4123 |    0.1389 |
-#> |.....................|   -0.2981 |    0.7039 |    -20.39 |    -14.31 |
-#> |.....................|    -4.887 |    -1.550 |    0.9656 |     7.818 |
-#> |.....................|    -11.05 |   -0.4282 |     6.582 |    -11.31 |
-#> |   17|     491.42294 |    0.9990 |    -1.008 |   -0.9101 |   -0.9383 |
-#> |.....................|   -0.9870 |   -0.8856 |   -0.7943 |   -0.8327 |
-#> |.....................|   -0.8562 |   -0.8846 |   -0.8817 |   -0.9060 |
-#> |.....................|   -0.8254 |   -0.8721 |   -0.9015 |   -0.8242 |
-#> |    U|     491.42294 |     91.39 |    -5.197 |   -0.8866 |    -2.190 |
-#> |.....................|    -4.629 |    0.4578 |    0.8616 |   0.05939 |
-#> |.....................|    0.8360 |   0.05789 |    0.7266 |    0.8683 |
-#> |.....................|     1.236 |    0.9634 |    0.8354 |     1.269 |
-#> |    X|     491.42294 |     91.39 |  0.005535 |    0.2918 |    0.1119 |
-#> |.....................|  0.009764 |    0.6125 |    0.8616 |   0.05939 |
-#> |.....................|    0.8360 |   0.05789 |    0.7266 |    0.8683 |
-#> |.....................|     1.236 |    0.9634 |    0.8354 |     1.269 |
-#> |    F| Forward Diff. |     31.50 |     2.165 |  -0.08876 |   0.04676 |
-#> |.....................|   -0.3226 |    0.6753 |    -20.70 |    -13.34 |
-#> |.....................|    -4.747 |    -1.707 |    0.9017 |     8.141 |
-#> |.....................|    -10.29 |  -0.02981 |     6.402 |    -11.28 |
-#> |   18|     491.14065 |    0.9907 |    -1.009 |   -0.9100 |   -0.9383 |
-#> |.....................|   -0.9870 |   -0.8858 |   -0.7882 |   -0.8287 |
-#> |.....................|   -0.8548 |   -0.8841 |   -0.8820 |   -0.9084 |
-#> |.....................|   -0.8223 |   -0.8721 |   -0.9034 |   -0.8208 |
-#> |    U|     491.14065 |     90.64 |    -5.197 |   -0.8866 |    -2.190 |
-#> |.....................|    -4.629 |    0.4577 |    0.8642 |   0.05950 |
-#> |.....................|    0.8366 |   0.05791 |    0.7264 |    0.8661 |
-#> |.....................|     1.240 |    0.9634 |    0.8337 |     1.273 |
-#> |    X|     491.14065 |     90.64 |  0.005531 |    0.2918 |    0.1119 |
-#> |.....................|  0.009765 |    0.6125 |    0.8642 |   0.05950 |
-#> |.....................|    0.8366 |   0.05791 |    0.7264 |    0.8661 |
-#> |.....................|     1.240 |    0.9634 |    0.8337 |     1.273 |
-#> |    F| Forward Diff. |    -32.29 |     2.052 |   -0.4043 |    0.1403 |
-#> |.....................|   -0.2785 |    0.7107 |    -20.12 |    -13.83 |
-#> |.....................|    -4.879 |    -1.515 |    0.4622 |     7.293 |
-#> |.....................|    -10.82 |   -0.3681 |     6.384 |    -11.14 |
-#> |   19|     490.84537 |    0.9989 |    -1.009 |   -0.9099 |   -0.9383 |
-#> |.....................|   -0.9869 |   -0.8860 |   -0.7821 |   -0.8246 |
-#> |.....................|   -0.8533 |   -0.8837 |   -0.8821 |   -0.9106 |
-#> |.....................|   -0.8190 |   -0.8720 |   -0.9053 |   -0.8174 |
-#> |    U|     490.84537 |     91.38 |    -5.198 |   -0.8865 |    -2.190 |
-#> |.....................|    -4.629 |    0.4576 |    0.8667 |   0.05962 |
-#> |.....................|    0.8372 |   0.05792 |    0.7263 |    0.8641 |
-#> |.....................|     1.243 |    0.9635 |    0.8321 |     1.277 |
-#> |    X|     490.84537 |     91.38 |  0.005528 |    0.2918 |    0.1119 |
-#> |.....................|  0.009766 |    0.6124 |    0.8667 |   0.05962 |
-#> |.....................|    0.8372 |   0.05792 |    0.7263 |    0.8641 |
-#> |.....................|     1.243 |    0.9635 |    0.8321 |     1.277 |
-#> |    F| Forward Diff. |     30.35 |     2.134 |  -0.08371 |   0.04933 |
-#> |.....................|   -0.3000 |    0.6785 |    -20.24 |    -12.73 |
-#> |.....................|    -4.623 |    -1.604 |     1.054 |     8.092 |
-#> |.....................|    -10.77 |   -0.4405 |     6.181 |    -11.10 |
-#> |   20|     490.56963 |    0.9908 |    -1.010 |   -0.9099 |   -0.9383 |
-#> |.....................|   -0.9868 |   -0.8862 |   -0.7758 |   -0.8207 |
-#> |.....................|   -0.8519 |   -0.8832 |   -0.8824 |   -0.9131 |
-#> |.....................|   -0.8157 |   -0.8719 |   -0.9072 |   -0.8140 |
-#> |    U|     490.56963 |     90.64 |    -5.199 |   -0.8865 |    -2.190 |
-#> |.....................|    -4.629 |    0.4575 |    0.8693 |   0.05974 |
-#> |.....................|    0.8378 |   0.05793 |    0.7261 |    0.8619 |
-#> |.....................|     1.247 |    0.9636 |    0.8305 |     1.281 |
-#> |    X|     490.56963 |     90.64 |  0.005524 |    0.2918 |    0.1119 |
-#> |.....................|  0.009767 |    0.6124 |    0.8693 |   0.05974 |
-#> |.....................|    0.8378 |   0.05793 |    0.7261 |    0.8619 |
-#> |.....................|     1.247 |    0.9636 |    0.8305 |     1.281 |
-#> |    F| Forward Diff. |    -31.85 |     2.030 |   -0.4014 |    0.1424 |
-#> |.....................|   -0.2574 |    0.7152 |    -19.39 |    -13.12 |
-#> |.....................|    -4.602 |    -1.387 |    0.5883 |     7.042 |
-#> |.....................|    -10.56 |   -0.3115 |     6.249 |    -10.92 |
-#> |   21|     490.28521 |    0.9989 |    -1.011 |   -0.9098 |   -0.9384 |
-#> |.....................|   -0.9867 |   -0.8865 |   -0.7697 |   -0.8166 |
-#> |.....................|   -0.8504 |   -0.8827 |   -0.8826 |   -0.9153 |
-#> |.....................|   -0.8124 |   -0.8718 |   -0.9092 |   -0.8105 |
-#> |    U|     490.28521 |     91.39 |    -5.199 |   -0.8864 |    -2.190 |
-#> |.....................|    -4.629 |    0.4574 |    0.8718 |   0.05985 |
-#> |.....................|    0.8384 |   0.05795 |    0.7259 |    0.8599 |
-#> |.....................|     1.251 |    0.9637 |    0.8288 |     1.285 |
-#> |    X|     490.28521 |     91.39 |  0.005521 |    0.2919 |    0.1119 |
-#> |.....................|  0.009767 |    0.6124 |    0.8718 |   0.05985 |
-#> |.....................|    0.8384 |   0.05795 |    0.7259 |    0.8599 |
-#> |.....................|     1.251 |    0.9637 |    0.8288 |     1.285 |
-#> |    F| Forward Diff. |     30.53 |     2.112 |  -0.07114 |   0.05276 |
-#> |.....................|   -0.2779 |    0.6845 |    -19.81 |    -12.13 |
-#> |.....................|    -4.498 |    -1.539 |    0.6449 |     7.769 |
-#> |.....................|    -10.55 |   -0.3696 |     5.980 |    -10.93 |
-#> |   22|     489.99923 |    0.9911 |    -1.011 |   -0.9097 |   -0.9384 |
-#> |.....................|   -0.9866 |   -0.8867 |   -0.7633 |   -0.8127 |
-#> |.....................|   -0.8489 |   -0.8823 |   -0.8828 |   -0.9178 |
-#> |.....................|   -0.8089 |   -0.8716 |   -0.9111 |   -0.8070 |
-#> |    U|     489.99923 |     90.67 |    -5.200 |   -0.8863 |    -2.190 |
-#> |.....................|    -4.629 |    0.4573 |    0.8745 |   0.05997 |
-#> |.....................|    0.8390 |   0.05796 |    0.7258 |    0.8577 |
-#> |.....................|     1.255 |    0.9638 |    0.8271 |     1.290 |
-#> |    X|     489.99923 |     90.67 |  0.005517 |    0.2919 |    0.1119 |
-#> |.....................|  0.009768 |    0.6124 |    0.8745 |   0.05997 |
-#> |.....................|    0.8390 |   0.05796 |    0.7258 |    0.8577 |
-#> |.....................|     1.255 |    0.9638 |    0.8271 |     1.290 |
-#> |    F| Forward Diff. |    -29.14 |     2.012 |   -0.3844 |    0.1417 |
-#> |.....................|   -0.2358 |    0.7218 |    -18.90 |    -12.37 |
-#> |.....................|    -4.517 |    -1.329 |    0.4904 |     6.799 |
-#> |.....................|    -10.31 |   -0.2514 |     6.013 |    -10.75 |
-#> |   23|     489.73483 |    0.9991 |    -1.012 |   -0.9096 |   -0.9384 |
-#> |.....................|   -0.9865 |   -0.8869 |   -0.7571 |   -0.8087 |
-#> |.....................|   -0.8475 |   -0.8818 |   -0.8829 |   -0.9201 |
-#> |.....................|   -0.8055 |   -0.8715 |   -0.9131 |   -0.8034 |
-#> |    U|     489.73483 |     91.40 |    -5.201 |   -0.8862 |    -2.190 |
-#> |.....................|    -4.629 |    0.4572 |    0.8771 |   0.06008 |
-#> |.....................|    0.8396 |   0.05797 |    0.7257 |    0.8557 |
-#> |.....................|     1.259 |    0.9639 |    0.8254 |     1.294 |
-#> |    X|     489.73483 |     91.40 |  0.005513 |    0.2919 |    0.1119 |
-#> |.....................|  0.009769 |    0.6123 |    0.8771 |   0.06008 |
-#> |.....................|    0.8396 |   0.05797 |    0.7257 |    0.8557 |
-#> |.....................|     1.259 |    0.9639 |    0.8254 |     1.294 |
-#> |    F| Forward Diff. |     31.68 |     2.089 |  -0.05219 |   0.05312 |
-#> |.....................|   -0.2568 |    0.6912 |    -19.25 |    -11.50 |
-#> |.....................|    -4.291 |    -1.478 |    0.6044 |     7.316 |
-#> |.....................|    -10.30 |   -0.3159 |     5.756 |    -10.75 |
-#> |   24|     489.43925 |    0.9914 |    -1.013 |   -0.9096 |   -0.9385 |
-#> |.....................|   -0.9865 |   -0.8872 |   -0.7505 |   -0.8049 |
-#> |.....................|   -0.8460 |   -0.8813 |   -0.8831 |   -0.9225 |
-#> |.....................|   -0.8020 |   -0.8714 |   -0.9150 |   -0.7997 |
-#> |    U|     489.43925 |     90.70 |    -5.201 |   -0.8862 |    -2.190 |
-#> |.....................|    -4.628 |    0.4571 |    0.8798 |   0.06019 |
-#> |.....................|    0.8402 |   0.05799 |    0.7256 |    0.8535 |
-#> |.....................|     1.264 |    0.9640 |    0.8238 |     1.298 |
-#> |    X|     489.43925 |     90.70 |  0.005509 |    0.2919 |    0.1119 |
-#> |.....................|  0.009770 |    0.6123 |    0.8798 |   0.06019 |
-#> |.....................|    0.8402 |   0.05799 |    0.7256 |    0.8535 |
-#> |.....................|     1.264 |    0.9640 |    0.8238 |     1.298 |
-#> |    F| Forward Diff. |    -26.48 |     1.993 |   -0.3684 |    0.1403 |
-#> |.....................|   -0.2166 |    0.7270 |    -18.36 |    -11.77 |
-#> |.....................|    -4.393 |    -1.275 |    0.4390 |     6.578 |
-#> |.....................|    -10.04 |   -0.2187 |     5.799 |    -10.58 |
-#> |   25|     489.19181 |    0.9992 |    -1.013 |   -0.9095 |   -0.9385 |
-#> |.....................|   -0.9864 |   -0.8874 |   -0.7441 |   -0.8009 |
-#> |.....................|   -0.8445 |   -0.8809 |   -0.8833 |   -0.9248 |
-#> |.....................|   -0.7985 |   -0.8714 |   -0.9170 |   -0.7960 |
-#> |    U|     489.19181 |     91.41 |    -5.202 |   -0.8861 |    -2.190 |
-#> |.....................|    -4.628 |    0.4570 |    0.8824 |   0.06031 |
-#> |.....................|    0.8409 |   0.05800 |    0.7255 |    0.8514 |
-#> |.....................|     1.268 |    0.9641 |    0.8221 |     1.303 |
-#> |    X|     489.19181 |     91.41 |  0.005505 |    0.2919 |    0.1119 |
-#> |.....................|  0.009770 |    0.6123 |    0.8824 |   0.06031 |
-#> |.....................|    0.8409 |   0.05800 |    0.7255 |    0.8514 |
-#> |.....................|     1.268 |    0.9641 |    0.8221 |     1.303 |
-#> |    F| Forward Diff. |     32.48 |     2.067 |  -0.03453 |   0.05414 |
-#> |.....................|   -0.2360 |    0.6938 |    -18.67 |    -10.89 |
-#> |.....................|    -4.178 |    -1.425 |    0.5548 |     7.078 |
-#> |.....................|    -10.01 |   -0.2144 |     5.548 |    -10.57 |
-#> |   26|     488.89118 |    0.9917 |    -1.014 |   -0.9094 |   -0.9385 |
-#> |.....................|   -0.9863 |   -0.8877 |   -0.7375 |   -0.7972 |
-#> |.....................|   -0.8430 |   -0.8804 |   -0.8834 |   -0.9272 |
-#> |.....................|   -0.7949 |   -0.8713 |   -0.9189 |   -0.7921 |
-#> |    U|     488.89118 |     90.73 |    -5.203 |   -0.8860 |    -2.190 |
-#> |.....................|    -4.628 |    0.4568 |    0.8852 |   0.06041 |
-#> |.....................|    0.8415 |   0.05801 |    0.7253 |    0.8493 |
-#> |.....................|     1.272 |    0.9642 |    0.8204 |     1.308 |
-#> |    X|     488.89118 |     90.73 |  0.005501 |    0.2919 |    0.1119 |
-#> |.....................|  0.009771 |    0.6123 |    0.8852 |   0.06041 |
-#> |.....................|    0.8415 |   0.05801 |    0.7253 |    0.8493 |
-#> |.....................|     1.272 |    0.9642 |    0.8204 |     1.308 |
-#> |    F| Forward Diff. |    -24.34 |     1.974 |   -0.3522 |    0.1400 |
-#> |.....................|   -0.1957 |    0.7323 |    -17.88 |    -11.06 |
-#> |.....................|    -4.245 |    -1.195 |    0.3418 |     6.336 |
-#> |.....................|    -9.795 |   -0.1748 |     5.588 |    -10.40 |
-#> |   27|     488.65823 |    0.9993 |    -1.015 |   -0.9093 |   -0.9386 |
-#> |.....................|   -0.9862 |   -0.8880 |   -0.7310 |   -0.7933 |
-#> |.....................|   -0.8415 |   -0.8800 |   -0.8835 |   -0.9295 |
-#> |.....................|   -0.7913 |   -0.8712 |   -0.9210 |   -0.7883 |
-#> |    U|     488.65823 |     91.42 |    -5.204 |   -0.8859 |    -2.190 |
-#> |.....................|    -4.628 |    0.4567 |    0.8878 |   0.06053 |
-#> |.....................|    0.8421 |   0.05803 |    0.7253 |    0.8472 |
-#> |.....................|     1.276 |    0.9642 |    0.8187 |     1.312 |
-#> |    X|     488.65823 |     91.42 |  0.005497 |    0.2919 |    0.1119 |
-#> |.....................|  0.009772 |    0.6122 |    0.8878 |   0.06053 |
-#> |.....................|    0.8421 |   0.05803 |    0.7253 |    0.8472 |
-#> |.....................|     1.276 |    0.9642 |    0.8187 |     1.312 |
-#> |    F| Forward Diff. |     33.05 |     2.045 |  -0.01570 |   0.05526 |
-#> |.....................|   -0.2154 |    0.6997 |    -18.21 |    -10.28 |
-#> |.....................|    -4.052 |    -1.334 |    0.4619 |     6.811 |
-#> |.....................|    -9.752 |   -0.1974 |     5.317 |    -10.39 |
-#> |   28|     488.35451 |    0.9920 |    -1.016 |   -0.9093 |   -0.9386 |
-#> |.....................|   -0.9862 |   -0.8883 |   -0.7243 |   -0.7897 |
-#> |.....................|   -0.8399 |   -0.8795 |   -0.8836 |   -0.9319 |
-#> |.....................|   -0.7876 |   -0.8712 |   -0.9229 |   -0.7844 |
-#> |    U|     488.35451 |     90.75 |    -5.204 |   -0.8859 |    -2.190 |
-#> |.....................|    -4.628 |    0.4566 |    0.8906 |   0.06063 |
-#> |.....................|    0.8427 |   0.05804 |    0.7252 |    0.8450 |
-#> |.....................|     1.281 |    0.9643 |    0.8170 |     1.317 |
-#> |    X|     488.35451 |     90.75 |  0.005493 |    0.2920 |    0.1119 |
-#> |.....................|  0.009772 |    0.6122 |    0.8906 |   0.06063 |
-#> |.....................|    0.8427 |   0.05804 |    0.7252 |    0.8450 |
-#> |.....................|     1.281 |    0.9643 |    0.8170 |     1.317 |
-#> |    F| Forward Diff. |    -22.42 |     1.954 |   -0.3353 |    0.1391 |
-#> |.....................|   -0.1757 |    0.7405 |    -17.32 |    -10.46 |
-#> |.....................|    -4.053 |    -1.161 |    0.2825 |     6.114 |
-#> |.....................|    -9.506 |   -0.1281 |     5.370 |    -10.21 |
-#> |   29|     488.13711 |    0.9995 |    -1.016 |   -0.9092 |   -0.9387 |
-#> |.....................|   -0.9861 |   -0.8886 |   -0.7177 |   -0.7858 |
-#> |.....................|   -0.8384 |   -0.8791 |   -0.8837 |   -0.9342 |
-#> |.....................|   -0.7840 |   -0.8711 |   -0.9249 |   -0.7804 |
-#> |    U|     488.13711 |     91.44 |    -5.205 |   -0.8858 |    -2.190 |
-#> |.....................|    -4.628 |    0.4565 |    0.8934 |   0.06074 |
-#> |.....................|    0.8434 |   0.05805 |    0.7251 |    0.8430 |
-#> |.....................|     1.285 |    0.9643 |    0.8153 |     1.322 |
-#> |    X|     488.13711 |     91.44 |  0.005489 |    0.2920 |    0.1119 |
-#> |.....................|  0.009773 |    0.6122 |    0.8934 |   0.06074 |
-#> |.....................|    0.8434 |   0.05805 |    0.7251 |    0.8430 |
-#> |.....................|     1.285 |    0.9643 |    0.8153 |     1.322 |
-#> |    F| Forward Diff. |     33.81 |     2.022 |  0.006720 |   0.05587 |
-#> |.....................|   -0.1935 |    0.7042 |    -17.76 |    -9.667 |
-#> |.....................|    -3.890 |    -1.276 |    0.4404 |     6.589 |
-#> |.....................|    -9.459 |   -0.1517 |     5.102 |    -10.20 |
-#> |   30|     487.82953 |    0.9922 |    -1.017 |   -0.9091 |   -0.9387 |
-#> |.....................|   -0.9861 |   -0.8889 |   -0.7108 |   -0.7824 |
-#> |.....................|   -0.8369 |   -0.8787 |   -0.8838 |   -0.9367 |
-#> |.....................|   -0.7803 |   -0.8711 |   -0.9268 |   -0.7763 |
-#> |    U|     487.82953 |     90.77 |    -5.206 |   -0.8858 |    -2.190 |
-#> |.....................|    -4.628 |    0.4563 |    0.8962 |   0.06084 |
-#> |.....................|    0.8440 |   0.05806 |    0.7251 |    0.8408 |
-#> |.....................|     1.289 |    0.9644 |    0.8136 |     1.327 |
-#> |    X|     487.82953 |     90.77 |  0.005484 |    0.2920 |    0.1119 |
-#> |.....................|  0.009774 |    0.6121 |    0.8962 |   0.06084 |
-#> |.....................|    0.8440 |   0.05806 |    0.7251 |    0.8408 |
-#> |.....................|     1.289 |    0.9644 |    0.8136 |     1.327 |
-#> |    F| Forward Diff. |    -20.31 |     1.935 |   -0.3119 |    0.1382 |
-#> |.....................|   -0.1555 |    0.7438 |    -16.49 |    -9.852 |
-#> |.....................|    -3.955 |    -1.103 |    0.2044 |     5.876 |
-#> |.....................|    -9.237 |   -0.1098 |     5.167 |    -10.02 |
-#> |   31|     487.63293 |    0.9997 |    -1.018 |   -0.9090 |   -0.9388 |
-#> |.....................|   -0.9860 |   -0.8892 |   -0.7043 |   -0.7786 |
-#> |.....................|   -0.8354 |   -0.8782 |   -0.8838 |   -0.9390 |
-#> |.....................|   -0.7766 |   -0.8711 |   -0.9289 |   -0.7723 |
-#> |    U|     487.63293 |     91.46 |    -5.207 |   -0.8857 |    -2.191 |
-#> |.....................|    -4.628 |    0.4562 |    0.8989 |   0.06095 |
-#> |.....................|    0.8446 |   0.05808 |    0.7250 |    0.8387 |
-#> |.....................|     1.294 |    0.9644 |    0.8119 |     1.332 |
-#> |    X|     487.63293 |     91.46 |  0.005480 |    0.2920 |    0.1119 |
-#> |.....................|  0.009774 |    0.6121 |    0.8989 |   0.06095 |
-#> |.....................|    0.8446 |   0.05808 |    0.7250 |    0.8387 |
-#> |.....................|     1.294 |    0.9644 |    0.8119 |     1.332 |
-#> |    F| Forward Diff. |     35.34 |     2.001 |   0.03668 |   0.05608 |
-#> |.....................|   -0.1731 |    0.7098 |    -16.98 |    -9.135 |
-#> |.....................|    -3.742 |    -1.209 |    0.3780 |     6.351 |
-#> |.....................|    -9.183 |    0.6525 |     4.885 |    -10.01 |
-#> |   32|     487.31820 |    0.9926 |    -1.019 |   -0.9090 |   -0.9388 |
-#> |.....................|   -0.9860 |   -0.8895 |   -0.6975 |   -0.7753 |
-#> |.....................|   -0.8338 |   -0.8778 |   -0.8838 |   -0.9414 |
-#> |.....................|   -0.7728 |   -0.8714 |   -0.9308 |   -0.7679 |
-#> |    U|      487.3182 |     90.81 |    -5.208 |   -0.8856 |    -2.191 |
-#> |.....................|    -4.628 |    0.4560 |    0.9017 |   0.06104 |
-#> |.....................|    0.8453 |   0.05809 |    0.7250 |    0.8366 |
-#> |.....................|     1.298 |    0.9641 |    0.8102 |     1.337 |
-#> |    X|      487.3182 |     90.81 |  0.005475 |    0.2920 |    0.1119 |
-#> |.....................|  0.009775 |    0.6121 |    0.9017 |   0.06104 |
-#> |.....................|    0.8453 |   0.05809 |    0.7250 |    0.8366 |
-#> |.....................|     1.298 |    0.9641 |    0.8102 |     1.337 |
-#> |    F| Forward Diff. |    -17.75 |     1.917 |   -0.2852 |    0.1361 |
-#> |.....................|   -0.1360 |    0.7493 |    -16.63 |    -9.386 |
-#> |.....................|    -3.766 |    -1.006 |    0.1674 |     5.665 |
-#> |.....................|    -8.945 |    0.7251 |     4.960 |    -9.828 |
-#> |   33|     487.13531 |    0.9998 |    -1.020 |   -0.9089 |   -0.9389 |
-#> |.....................|   -0.9859 |   -0.8898 |   -0.6907 |   -0.7715 |
-#> |.....................|   -0.8323 |   -0.8774 |   -0.8839 |   -0.9437 |
-#> |.....................|   -0.7691 |   -0.8717 |   -0.9328 |   -0.7639 |
-#> |    U|     487.13531 |     91.47 |    -5.208 |   -0.8855 |    -2.191 |
-#> |.....................|    -4.628 |    0.4559 |    0.9045 |   0.06116 |
-#> |.....................|    0.8459 |   0.05810 |    0.7250 |    0.8345 |
-#> |.....................|     1.303 |    0.9638 |    0.8084 |     1.342 |
-#> |    X|     487.13531 |     91.47 |  0.005471 |    0.2920 |    0.1118 |
-#> |.....................|  0.009775 |    0.6120 |    0.9045 |   0.06116 |
-#> |.....................|    0.8459 |   0.05810 |    0.7250 |    0.8345 |
-#> |.....................|     1.303 |    0.9638 |    0.8084 |     1.342 |
-#> |    F| Forward Diff. |     35.92 |     1.979 |   0.06301 |   0.05698 |
-#> |.....................|   -0.1526 |    0.7131 |    -16.77 |    -8.520 |
-#> |.....................|    -3.634 |    -1.163 |    0.3177 |     6.099 |
-#> |.....................|    -8.917 |    0.6421 |     4.685 |    -9.820 |
-#> |   34|     486.82694 |    0.9926 |    -1.021 |   -0.9088 |   -0.9389 |
-#> |.....................|   -0.9859 |   -0.8902 |   -0.6837 |   -0.7686 |
-#> |.....................|   -0.8308 |   -0.8770 |   -0.8839 |   -0.9460 |
-#> |.....................|   -0.7654 |   -0.8723 |   -0.9347 |   -0.7596 |
-#> |    U|     486.82694 |     90.81 |    -5.209 |   -0.8855 |    -2.191 |
-#> |.....................|    -4.628 |    0.4557 |    0.9074 |   0.06124 |
-#> |.....................|    0.8465 |   0.05811 |    0.7250 |    0.8324 |
-#> |.....................|     1.307 |    0.9632 |    0.8069 |     1.347 |
-#> |    X|     486.82694 |     90.81 |  0.005466 |    0.2920 |    0.1118 |
-#> |.....................|  0.009775 |    0.6120 |    0.9074 |   0.06124 |
-#> |.....................|    0.8465 |   0.05811 |    0.7250 |    0.8324 |
-#> |.....................|     1.307 |    0.9632 |    0.8069 |     1.347 |
-#> |    F| Forward Diff. |    -17.49 |     1.895 |   -0.2726 |    0.1382 |
-#> |.....................|   -0.1159 |    0.7566 |    -16.14 |    -8.833 |
-#> |.....................|    -3.638 |   -0.9303 |    0.1285 |     5.442 |
-#> |.....................|    -8.630 |    0.7091 |     4.774 |    -9.639 |
-#> |   35|     486.64804 |    0.9998 |    -1.021 |   -0.9087 |   -0.9390 |
-#> |.....................|   -0.9858 |   -0.8905 |   -0.6768 |   -0.7649 |
-#> |.....................|   -0.8293 |   -0.8767 |   -0.8839 |   -0.9483 |
-#> |.....................|   -0.7617 |   -0.8727 |   -0.9367 |   -0.7554 |
-#> |    U|     486.64804 |     91.46 |    -5.210 |   -0.8854 |    -2.191 |
-#> |.....................|    -4.628 |    0.4556 |    0.9103 |   0.06135 |
-#> |.....................|    0.8472 |   0.05812 |    0.7250 |    0.8304 |
-#> |.....................|     1.311 |    0.9629 |    0.8051 |     1.352 |
-#> |    X|     486.64804 |     91.46 |  0.005462 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6120 |    0.9103 |   0.06135 |
-#> |.....................|    0.8472 |   0.05812 |    0.7250 |    0.8304 |
-#> |.....................|     1.311 |    0.9629 |    0.8051 |     1.352 |
-#> |    F| Forward Diff. |     35.26 |     1.955 |   0.07649 |   0.05940 |
-#> |.....................|   -0.1319 |    0.7217 |    -16.38 |    -8.030 |
-#> |.....................|    -3.491 |    -1.078 |    0.2504 |     5.851 |
-#> |.....................|    -8.624 |    0.5993 |     4.494 |    -9.625 |
-#> |   36|     486.34524 |    0.9928 |    -1.022 |   -0.9087 |   -0.9390 |
-#> |.....................|   -0.9858 |   -0.8909 |   -0.6696 |   -0.7621 |
-#> |.....................|   -0.8278 |   -0.8763 |   -0.8838 |   -0.9506 |
-#> |.....................|   -0.7579 |   -0.8733 |   -0.9385 |   -0.7509 |
-#> |    U|     486.34524 |     90.82 |    -5.211 |   -0.8854 |    -2.191 |
-#> |.....................|    -4.628 |    0.4554 |    0.9133 |   0.06143 |
-#> |.....................|    0.8478 |   0.05813 |    0.7251 |    0.8283 |
-#> |.....................|     1.316 |    0.9622 |    0.8036 |     1.358 |
-#> |    X|     486.34524 |     90.82 |  0.005456 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6119 |    0.9133 |   0.06143 |
-#> |.....................|    0.8478 |   0.05813 |    0.7251 |    0.8283 |
-#> |.....................|     1.316 |    0.9622 |    0.8036 |     1.358 |
-#> |    F| Forward Diff. |    -16.53 |     1.875 |   -0.2661 |    0.1390 |
-#> |.....................|  -0.09763 |    0.7654 |    -15.70 |    -8.237 |
-#> |.....................|    -3.491 |   -0.9040 |   0.06392 |     5.213 |
-#> |.....................|    -8.361 |    0.6621 |     4.584 |    -9.445 |
-#> |   37|     486.17476 |    0.9998 |    -1.023 |   -0.9086 |   -0.9391 |
-#> |.....................|   -0.9858 |   -0.8913 |   -0.6626 |   -0.7586 |
-#> |.....................|   -0.8262 |   -0.8759 |   -0.8838 |   -0.9529 |
-#> |.....................|   -0.7542 |   -0.8736 |   -0.9406 |   -0.7467 |
-#> |    U|     486.17476 |     91.47 |    -5.212 |   -0.8853 |    -2.191 |
-#> |.....................|    -4.628 |    0.4552 |    0.9162 |   0.06153 |
-#> |.....................|    0.8484 |   0.05814 |    0.7250 |    0.8263 |
-#> |.....................|     1.320 |    0.9619 |    0.8018 |     1.363 |
-#> |    X|     486.17476 |     91.47 |  0.005452 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6119 |    0.9162 |   0.06153 |
-#> |.....................|    0.8484 |   0.05814 |    0.7250 |    0.8263 |
-#> |.....................|     1.320 |    0.9619 |    0.8018 |     1.363 |
-#> |    F| Forward Diff. |     35.23 |     1.932 |   0.08715 |   0.05955 |
-#> |.....................|   -0.1122 |    0.7274 |    -16.01 |    -7.627 |
-#> |.....................|    -3.363 |    -1.024 |    0.1942 |     5.616 |
-#> |.....................|    -8.345 |    0.5641 |     4.322 |    -9.424 |
-#> |   38|     485.87468 |    0.9930 |    -1.024 |   -0.9086 |   -0.9392 |
-#> |.....................|   -0.9858 |   -0.8917 |   -0.6553 |   -0.7561 |
-#> |.....................|   -0.8248 |   -0.8756 |   -0.8837 |   -0.9551 |
-#> |.....................|   -0.7504 |   -0.8743 |   -0.9424 |   -0.7420 |
-#> |    U|     485.87468 |     90.84 |    -5.213 |   -0.8853 |    -2.191 |
-#> |.....................|    -4.628 |    0.4550 |    0.9192 |   0.06160 |
-#> |.....................|    0.8490 |   0.05815 |    0.7252 |    0.8243 |
-#> |.....................|     1.325 |    0.9613 |    0.8003 |     1.369 |
-#> |    X|     485.87468 |     90.84 |  0.005446 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6118 |    0.9192 |   0.06160 |
-#> |.....................|    0.8490 |   0.05815 |    0.7252 |    0.8243 |
-#> |.....................|     1.325 |    0.9613 |    0.8003 |     1.369 |
-#> |    F| Forward Diff. |    -15.16 |     1.855 |   -0.2494 |    0.1393 |
-#> |.....................|  -0.07811 |    0.7704 |    -15.31 |    -7.716 |
-#> |.....................|    -3.357 |   -0.8175 |  -0.03012 |     4.971 |
-#> |.....................|    -8.100 |    0.5955 |     4.407 |    -9.242 |
-#> |   39|     485.71812 |     1.000 |    -1.025 |   -0.9085 |   -0.9392 |
-#> |.....................|   -0.9858 |   -0.8921 |   -0.6482 |   -0.7526 |
-#> |.....................|   -0.8232 |   -0.8752 |   -0.8836 |   -0.9573 |
-#> |.....................|   -0.7467 |   -0.8746 |   -0.9444 |   -0.7377 |
-#> |    U|     485.71812 |     91.48 |    -5.214 |   -0.8852 |    -2.191 |
-#> |.....................|    -4.628 |    0.4548 |    0.9221 |   0.06170 |
-#> |.....................|    0.8497 |   0.05816 |    0.7252 |    0.8222 |
-#> |.....................|     1.329 |    0.9610 |    0.7985 |     1.374 |
-#> |    X|     485.71812 |     91.48 |  0.005442 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6118 |    0.9221 |   0.06170 |
-#> |.....................|    0.8497 |   0.05816 |    0.7252 |    0.8222 |
-#> |.....................|     1.329 |    0.9610 |    0.7985 |     1.374 |
-#> |    F| Forward Diff. |     36.02 |     1.911 |    0.1144 |   0.05926 |
-#> |.....................|  -0.09370 |    0.7314 |    -15.47 |    -7.071 |
-#> |.....................|    -3.248 |   -0.9743 |    0.1265 |     5.377 |
-#> |.....................|    -7.775 |    0.5175 |     4.130 |    -9.229 |
-#> |   40|     485.42108 |    0.9931 |    -1.026 |   -0.9085 |   -0.9393 |
-#> |.....................|   -0.9858 |   -0.8926 |   -0.6408 |   -0.7505 |
-#> |.....................|   -0.8218 |   -0.8750 |   -0.8834 |   -0.9594 |
-#> |.....................|   -0.7430 |   -0.8752 |   -0.9461 |   -0.7328 |
-#> |    U|     485.42108 |     90.85 |    -5.215 |   -0.8852 |    -2.191 |
-#> |.....................|    -4.628 |    0.4546 |    0.9252 |   0.06176 |
-#> |.....................|    0.8503 |   0.05817 |    0.7254 |    0.8204 |
-#> |.....................|     1.333 |    0.9604 |    0.7970 |     1.380 |
-#> |    X|     485.42108 |     90.85 |  0.005436 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6117 |    0.9252 |   0.06176 |
-#> |.....................|    0.8503 |   0.05817 |    0.7254 |    0.8204 |
-#> |.....................|     1.333 |    0.9604 |    0.7970 |     1.380 |
-#> |    F| Forward Diff. |    -14.37 |     1.836 |   -0.2333 |    0.1389 |
-#> |.....................|  -0.05951 |    0.7785 |    -14.33 |    -7.292 |
-#> |.....................|    -3.229 |   -0.7699 |  -0.05471 |     4.764 |
-#> |.....................|    -7.801 |    0.5597 |     4.229 |    -9.048 |
-#> |   41|     485.26815 |    0.9999 |    -1.027 |   -0.9084 |   -0.9394 |
-#> |.....................|   -0.9858 |   -0.8930 |   -0.6338 |   -0.7470 |
-#> |.....................|   -0.8202 |   -0.8746 |   -0.8833 |   -0.9618 |
-#> |.....................|   -0.7392 |   -0.8755 |   -0.9482 |   -0.7284 |
-#> |    U|     485.26815 |     91.48 |    -5.216 |   -0.8851 |    -2.191 |
-#> |.....................|    -4.628 |    0.4544 |    0.9281 |   0.06186 |
-#> |.....................|    0.8509 |   0.05818 |    0.7254 |    0.8183 |
-#> |.....................|     1.338 |    0.9601 |    0.7953 |     1.385 |
-#> |    X|     485.26815 |     91.48 |  0.005431 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6117 |    0.9281 |   0.06186 |
-#> |.....................|    0.8509 |   0.05818 |    0.7254 |    0.8183 |
-#> |.....................|     1.338 |    0.9601 |    0.7953 |     1.385 |
-#> |    F| Forward Diff. |     35.37 |     1.889 |    0.1323 |   0.06297 |
-#> |.....................|  -0.07437 |    0.7390 |    -14.80 |    -6.641 |
-#> |.....................|    -3.116 |   -0.8690 |   0.09880 |     5.162 |
-#> |.....................|    -7.761 |    0.4865 |     3.967 |    -9.019 |
-#> |   42|     484.97448 |    0.9934 |    -1.028 |   -0.9084 |   -0.9395 |
-#> |.....................|   -0.9859 |   -0.8935 |   -0.6264 |   -0.7452 |
-#> |.....................|   -0.8188 |   -0.8744 |   -0.8830 |   -0.9639 |
-#> |.....................|   -0.7352 |   -0.8762 |   -0.9500 |   -0.7231 |
-#> |    U|     484.97448 |     90.88 |    -5.217 |   -0.8851 |    -2.191 |
-#> |.....................|    -4.628 |    0.4542 |    0.9311 |   0.06191 |
-#> |.....................|    0.8515 |   0.05819 |    0.7257 |    0.8164 |
-#> |.....................|     1.343 |    0.9594 |    0.7937 |     1.392 |
-#> |    X|     484.97448 |     90.88 |  0.005424 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6116 |    0.9311 |   0.06191 |
-#> |.....................|    0.8515 |   0.05819 |    0.7257 |    0.8164 |
-#> |.....................|     1.343 |    0.9594 |    0.7937 |     1.392 |
-#> |    F| Forward Diff. |    -12.51 |     1.817 |   -0.2072 |    0.1320 |
-#> |.....................|  -0.04147 |    0.7868 |    -13.90 |    -6.839 |
-#> |.....................|    -3.097 |   -0.6966 |  -0.09701 |     4.567 |
-#> |.....................|    -7.500 |    0.5336 |     4.059 |    -8.839 |
-#> |   43|     484.82513 |    0.9998 |    -1.029 |   -0.9083 |   -0.9395 |
-#> |.....................|   -0.9858 |   -0.8939 |   -0.6193 |   -0.7417 |
-#> |.....................|   -0.8172 |   -0.8741 |   -0.8829 |   -0.9662 |
-#> |.....................|   -0.7313 |   -0.8765 |   -0.9521 |   -0.7185 |
-#> |    U|     484.82513 |     91.47 |    -5.218 |   -0.8851 |    -2.191 |
-#> |.....................|    -4.628 |    0.4540 |    0.9341 |   0.06202 |
-#> |.....................|    0.8522 |   0.05820 |    0.7257 |    0.8143 |
-#> |.....................|     1.347 |    0.9592 |    0.7919 |     1.397 |
-#> |    X|     484.82513 |     91.47 |  0.005419 |    0.2921 |    0.1118 |
-#> |.....................|  0.009776 |    0.6116 |    0.9341 |   0.06202 |
-#> |.....................|    0.8522 |   0.05820 |    0.7257 |    0.8143 |
-#> |.....................|     1.347 |    0.9592 |    0.7919 |     1.397 |
-#> |    F| Forward Diff. |     34.86 |     1.871 |    0.1566 |   0.07097 |
-#> |.....................|  -0.05046 |    0.7508 |    -14.35 |    -6.106 |
-#> |.....................|    -2.960 |   -0.8322 |   0.03576 |     4.926 |
-#> |.....................|    -7.463 |    0.4624 |     3.813 |    -8.806 |
-#> |   44|     484.54032 |    0.9935 |    -1.030 |   -0.9084 |   -0.9396 |
-#> |.....................|   -0.9859 |   -0.8946 |   -0.6118 |   -0.7403 |
-#> |.....................|   -0.8157 |   -0.8739 |   -0.8825 |   -0.9682 |
-#> |.....................|   -0.7274 |   -0.8772 |   -0.9538 |   -0.7130 |
-#> |    U|     484.54032 |     90.89 |    -5.219 |   -0.8851 |    -2.191 |
-#> |.....................|    -4.628 |    0.4537 |    0.9372 |   0.06206 |
-#> |.....................|    0.8528 |   0.05820 |    0.7260 |    0.8125 |
-#> |.....................|     1.352 |    0.9585 |    0.7904 |     1.404 |
-#> |    X|     484.54032 |     90.89 |  0.005412 |    0.2921 |    0.1118 |
-#> |.....................|  0.009775 |    0.6115 |    0.9372 |   0.06206 |
-#> |.....................|    0.8528 |   0.05820 |    0.7260 |    0.8125 |
-#> |.....................|     1.352 |    0.9585 |    0.7904 |     1.404 |
-#> |    F| Forward Diff. |    -11.88 |     1.798 |   -0.1931 |    0.1288 |
-#> |.....................|  -0.02100 |    0.7941 |    -13.56 |    -6.327 |
-#> |.....................|    -2.985 |   -0.6346 |   -0.1369 |     4.355 |
-#> |.....................|    -7.207 |    0.4876 |     3.910 |    -8.603 |
-#> |   45|     484.39828 |    0.9999 |    -1.031 |   -0.9082 |   -0.9397 |
-#> |.....................|   -0.9859 |   -0.8950 |   -0.6045 |   -0.7369 |
-#> |.....................|   -0.8141 |   -0.8736 |   -0.8824 |   -0.9706 |
-#> |.....................|   -0.7235 |   -0.8774 |   -0.9559 |   -0.7084 |
-#> |    U|     484.39828 |     91.47 |    -5.220 |   -0.8850 |    -2.191 |
-#> |.....................|    -4.628 |    0.4535 |    0.9402 |   0.06215 |
-#> |.....................|    0.8534 |   0.05821 |    0.7261 |    0.8104 |
-#> |.....................|     1.357 |    0.9582 |    0.7886 |     1.409 |
-#> |    X|     484.39828 |     91.47 |  0.005407 |    0.2921 |    0.1118 |
-#> |.....................|  0.009775 |    0.6115 |    0.9402 |   0.06215 |
-#> |.....................|    0.8534 |   0.05821 |    0.7261 |    0.8104 |
-#> |.....................|     1.357 |    0.9582 |    0.7886 |     1.409 |
-#> |    F| Forward Diff. |     34.75 |     1.847 |    0.1787 |   0.06647 |
-#> |.....................|  -0.03069 |    0.7556 |    -13.39 |    -5.638 |
-#> |.....................|    -2.842 |   -0.7351 |  -0.07352 |     4.648 |
-#> |.....................|    -7.153 |    0.4383 |     3.662 |    -8.575 |
-#> |   46|     484.12389 |    0.9935 |    -1.033 |   -0.9083 |   -0.9398 |
-#> |.....................|   -0.9861 |   -0.8957 |   -0.5972 |   -0.7360 |
-#> |.....................|   -0.8127 |   -0.8736 |   -0.8818 |   -0.9724 |
-#> |.....................|   -0.7196 |   -0.8781 |   -0.9577 |   -0.7026 |
-#> |    U|     484.12389 |     90.89 |    -5.221 |   -0.8851 |    -2.192 |
-#> |.....................|    -4.628 |    0.4532 |    0.9432 |   0.06218 |
-#> |.....................|    0.8540 |   0.05821 |    0.7265 |    0.8087 |
-#> |.....................|     1.361 |    0.9576 |    0.7871 |     1.416 |
-#> |    X|     484.12389 |     90.89 |  0.005400 |    0.2921 |    0.1117 |
-#> |.....................|  0.009773 |    0.6114 |    0.9432 |   0.06218 |
-#> |.....................|    0.8540 |   0.05821 |    0.7265 |    0.8087 |
-#> |.....................|     1.361 |    0.9576 |    0.7871 |     1.416 |
-#> |    F| Forward Diff. |    -12.23 |     1.776 |   -0.1772 |    0.1286 |
-#> |.....................| -0.003904 |    0.8005 |    -13.23 |    -5.967 |
-#> |.....................|    -2.801 |   -0.5825 |   -0.1993 |     4.126 |
-#> |.....................|    -6.930 |    0.4309 |     3.746 |    -8.373 |
-#> |   47|     483.96910 |    0.9995 |    -1.034 |   -0.9082 |   -0.9399 |
-#> |.....................|   -0.9861 |   -0.8963 |   -0.5897 |   -0.7331 |
-#> |.....................|   -0.8111 |   -0.8733 |   -0.8815 |   -0.9747 |
-#> |.....................|   -0.7157 |   -0.8785 |   -0.9598 |   -0.6976 |
-#> |    U|      483.9691 |     91.44 |    -5.222 |   -0.8850 |    -2.192 |
-#> |.....................|    -4.628 |    0.4529 |    0.9464 |   0.06226 |
-#> |.....................|    0.8547 |   0.05822 |    0.7267 |    0.8067 |
-#> |.....................|     1.366 |    0.9573 |    0.7854 |     1.423 |
-#> |    X|      483.9691 |     91.44 |  0.005394 |    0.2921 |    0.1117 |
-#> |.....................|  0.009773 |    0.6113 |    0.9464 |   0.06226 |
-#> |.....................|    0.8547 |   0.05822 |    0.7267 |    0.8067 |
-#> |.....................|     1.366 |    0.9573 |    0.7854 |     1.423 |
-#> |    F| Forward Diff. |     31.42 |     1.822 |    0.1778 |   0.07033 |
-#> |.....................|  -0.01094 |    0.7681 |    -13.66 |    -5.343 |
-#> |.....................|    -2.704 |   -0.6601 |  -0.05834 |     4.483 |
-#> |.....................|    -6.846 |    0.3977 |     3.514 |    -8.343 |
-#> |   48|     483.71026 |    0.9937 |    -1.035 |   -0.9084 |   -0.9400 |
-#> |.....................|   -0.9863 |   -0.8970 |   -0.5817 |   -0.7327 |
-#> |.....................|   -0.8099 |   -0.8734 |   -0.8808 |   -0.9764 |
-#> |.....................|   -0.7120 |   -0.8790 |   -0.9614 |   -0.6918 |
-#> |    U|     483.71026 |     90.90 |    -5.224 |   -0.8851 |    -2.192 |
-#> |.....................|    -4.628 |    0.4526 |    0.9497 |   0.06228 |
-#> |.....................|    0.8552 |   0.05822 |    0.7272 |    0.8052 |
-#> |.....................|     1.370 |    0.9567 |    0.7840 |     1.430 |
-#> |    X|     483.71026 |     90.90 |  0.005386 |    0.2921 |    0.1117 |
-#> |.....................|  0.009771 |    0.6112 |    0.9497 |   0.06228 |
-#> |.....................|    0.8552 |   0.05822 |    0.7272 |    0.8052 |
-#> |.....................|     1.370 |    0.9567 |    0.7840 |     1.430 |
-#> |    F| Forward Diff. |    -11.41 |     1.753 |   -0.1608 |    0.1222 |
-#> |.....................|   0.01159 |    0.8050 |    -10.44 |    -3.810 |
-#> |.....................|    -1.727 |    0.1311 |     2.133 |     3.863 |
-#> |.....................|    -5.017 |     1.937 |     3.587 |    -8.159 |
-#> |   49|     483.59835 |     1.000 |    -1.037 |   -0.9083 |   -0.9401 |
-#> |.....................|   -0.9863 |   -0.8977 |   -0.5748 |   -0.7309 |
-#> |.....................|   -0.8089 |   -0.8737 |   -0.8826 |   -0.9789 |
-#> |.....................|   -0.7088 |   -0.8807 |   -0.9637 |   -0.6861 |
-#> |    U|     483.59835 |     91.50 |    -5.225 |   -0.8850 |    -2.192 |
-#> |.....................|    -4.628 |    0.4523 |    0.9525 |   0.06233 |
-#> |.....................|    0.8556 |   0.05821 |    0.7260 |    0.8029 |
-#> |.....................|     1.374 |    0.9551 |    0.7819 |     1.437 |
-#> |    X|     483.59835 |     91.50 |  0.005379 |    0.2921 |    0.1117 |
-#> |.....................|  0.009771 |    0.6112 |    0.9525 |   0.06233 |
-#> |.....................|    0.8556 |   0.05821 |    0.7260 |    0.8029 |
-#> |.....................|     1.374 |    0.9551 |    0.7819 |     1.437 |
-#> |    F| Forward Diff. |     35.70 |     1.806 |    0.2381 |   0.06477 |
-#> |.....................|  0.008951 |    0.7715 |    -12.71 |    -4.946 |
-#> |.....................|    -2.552 |   -0.6506 |  -0.07612 |     4.309 |
-#> |.....................|    -6.609 |    0.2622 |     3.318 |    -8.104 |
-#> |   50|     483.34903 |    0.9946 |    -1.038 |   -0.9084 |   -0.9402 |
-#> |.....................|   -0.9865 |   -0.8986 |   -0.5687 |   -0.7321 |
-#> |.....................|   -0.8087 |   -0.8746 |   -0.8853 |   -0.9811 |
-#> |.....................|   -0.7064 |   -0.8834 |   -0.9659 |   -0.6790 |
-#> |    U|     483.34903 |     90.99 |    -5.227 |   -0.8851 |    -2.192 |
-#> |.....................|    -4.629 |    0.4518 |    0.9551 |   0.06229 |
-#> |.....................|    0.8557 |   0.05818 |    0.7240 |    0.8009 |
-#> |.....................|     1.377 |    0.9526 |    0.7800 |     1.445 |
-#> |    X|     483.34903 |     90.99 |  0.005370 |    0.2921 |    0.1117 |
-#> |.....................|  0.009769 |    0.6111 |    0.9551 |   0.06229 |
-#> |.....................|    0.8557 |   0.05818 |    0.7240 |    0.8009 |
-#> |.....................|     1.377 |    0.9526 |    0.7800 |     1.445 |
-#> |    F| Forward Diff. |    -5.120 |     1.736 |  -0.09503 |    0.1090 |
-#> |.....................|   0.03046 |    0.8092 |    -12.63 |    -5.226 |
-#> |.....................|    -2.620 |   -0.5304 |   -0.3057 |     3.753 |
-#> |.....................|    -6.427 |   0.07650 |     3.398 |    -7.915 |
-#> |   51|     483.15597 |    0.9980 |    -1.040 |   -0.9083 |   -0.9402 |
-#> |.....................|   -0.9866 |   -0.8991 |   -0.5603 |   -0.7286 |
-#> |.....................|   -0.8069 |   -0.8742 |   -0.8851 |   -0.9836 |
-#> |.....................|   -0.7022 |   -0.8834 |   -0.9682 |   -0.6737 |
-#> |    U|     483.15597 |     91.30 |    -5.228 |   -0.8851 |    -2.192 |
-#> |.....................|    -4.629 |    0.4516 |    0.9585 |   0.06239 |
-#> |.....................|    0.8564 |   0.05819 |    0.7241 |    0.7987 |
-#> |.....................|     1.382 |    0.9525 |    0.7781 |     1.452 |
-#> |    X|     483.15597 |     91.30 |  0.005364 |    0.2921 |    0.1117 |
-#> |.....................|  0.009769 |    0.6110 |    0.9585 |   0.06239 |
-#> |.....................|    0.8564 |   0.05819 |    0.7241 |    0.7987 |
-#> |.....................|     1.382 |    0.9525 |    0.7781 |     1.452 |
-#> |   52|     483.02721 |     1.004 |    -1.042 |   -0.9082 |   -0.9404 |
-#> |.....................|   -0.9866 |   -0.9001 |   -0.5449 |   -0.7222 |
-#> |.....................|   -0.8037 |   -0.8736 |   -0.8847 |   -0.9882 |
-#> |.....................|   -0.6943 |   -0.8835 |   -0.9723 |   -0.6641 |
-#> |    U|     483.02721 |     91.87 |    -5.230 |   -0.8850 |    -2.192 |
-#> |.....................|    -4.629 |    0.4511 |    0.9649 |   0.06258 |
-#> |.....................|    0.8577 |   0.05821 |    0.7244 |    0.7946 |
-#> |.....................|     1.391 |    0.9524 |    0.7746 |     1.463 |
-#> |    X|     483.02721 |     91.87 |  0.005352 |    0.2921 |    0.1117 |
-#> |.....................|  0.009768 |    0.6109 |    0.9649 |   0.06258 |
-#> |.....................|    0.8577 |   0.05821 |    0.7244 |    0.7946 |
-#> |.....................|     1.391 |    0.9524 |    0.7746 |     1.463 |
-#> |    F| Forward Diff. |     64.04 |     1.793 |    0.5284 |   0.01389 |
-#> |.....................|   0.02898 |    0.7509 |    -12.63 |    -3.976 |
-#> |.....................|    -2.339 |   -0.6213 |    0.1061 |     4.124 |
-#> |.....................|    -6.092 |   0.06517 |     2.880 |    -7.726 |
-#> |   53|     482.23689 |    0.9946 |    -1.047 |   -0.9090 |   -0.9407 |
-#> |.....................|   -0.9878 |   -0.9036 |   -0.5201 |   -0.7284 |
-#> |.....................|   -0.8010 |   -0.8752 |   -0.8830 |   -0.9901 |
-#> |.....................|   -0.6858 |   -0.8831 |   -0.9756 |   -0.6451 |
-#> |    U|     482.23689 |     90.99 |    -5.236 |   -0.8857 |    -2.192 |
-#> |.....................|    -4.630 |    0.4496 |    0.9752 |   0.06240 |
-#> |.....................|    0.8589 |   0.05816 |    0.7257 |    0.7929 |
-#> |.....................|     1.401 |    0.9528 |    0.7717 |     1.486 |
-#> |    X|     482.23689 |     90.99 |  0.005323 |    0.2920 |    0.1116 |
-#> |.....................|  0.009757 |    0.6105 |    0.9752 |   0.06240 |
-#> |.....................|    0.8589 |   0.05816 |    0.7257 |    0.7929 |
-#> |.....................|     1.401 |    0.9528 |    0.7717 |     1.486 |
-#> |    F| Forward Diff. |    -6.401 |     1.688 |  -0.06693 |    0.1101 |
-#> |.....................|   0.07752 |    0.8485 |    -12.38 |    -4.258 |
-#> |.....................|    -2.381 |   -0.3971 |   -0.4532 |     3.327 |
-#> |.....................|    -5.692 |   0.09795 |     3.049 |    -7.221 |
-#> |   54|     481.84664 |     1.002 |    -1.052 |   -0.9094 |   -0.9410 |
-#> |.....................|   -0.9885 |   -0.9064 |   -0.4925 |   -0.7287 |
-#> |.....................|   -0.7974 |   -0.8758 |   -0.8811 |   -0.9941 |
-#> |.....................|   -0.6765 |   -0.8831 |   -0.9802 |   -0.6288 |
-#> |    U|     481.84664 |     91.67 |    -5.240 |   -0.8860 |    -2.193 |
-#> |.....................|    -4.631 |    0.4482 |    0.9866 |   0.06239 |
-#> |.....................|    0.8604 |   0.05815 |    0.7270 |    0.7893 |
-#> |.....................|     1.412 |    0.9528 |    0.7678 |     1.506 |
-#> |    X|     481.84664 |     91.67 |  0.005298 |    0.2919 |    0.1116 |
-#> |.....................|  0.009749 |    0.6102 |    0.9866 |   0.06239 |
-#> |.....................|    0.8604 |   0.05815 |    0.7270 |    0.7893 |
-#> |.....................|     1.412 |    0.9528 |    0.7678 |     1.506 |
-#> |    F| Forward Diff. |     47.13 |     1.726 |    0.4206 |   0.02536 |
-#> |.....................|   0.06828 |    0.8062 |    -11.83 |    -3.346 |
-#> |.....................|    -2.102 |   -0.4847 |  -0.09759 |     3.731 |
-#> |.....................|    -5.096 |   -0.5769 |     2.736 |    -6.997 |
-#> |   55|     481.27209 |    0.9943 |    -1.058 |   -0.9105 |   -0.9413 |
-#> |.....................|   -0.9900 |   -0.9106 |   -0.4653 |   -0.7394 |
-#> |.....................|   -0.7957 |   -0.8780 |   -0.8782 |   -0.9956 |
-#> |.....................|   -0.6736 |   -0.8789 |   -0.9829 |   -0.6135 |
-#> |    U|     481.27209 |     90.96 |    -5.246 |   -0.8870 |    -2.193 |
-#> |.....................|    -4.632 |    0.4464 |    0.9978 |   0.06208 |
-#> |.....................|    0.8611 |   0.05808 |    0.7292 |    0.7879 |
-#> |.....................|     1.416 |    0.9569 |    0.7655 |     1.525 |
-#> |    X|     481.27209 |     90.96 |  0.005268 |    0.2917 |    0.1116 |
-#> |.....................|  0.009735 |    0.6098 |    0.9978 |   0.06208 |
-#> |.....................|    0.8611 |   0.05808 |    0.7292 |    0.7879 |
-#> |.....................|     1.416 |    0.9569 |    0.7655 |     1.525 |
-#> |    F| Forward Diff. |    -10.35 |     1.643 |   -0.1028 |    0.1091 |
-#> |.....................|    0.1039 |    0.8949 |    -11.59 |    -3.607 |
-#> |.....................|    -2.172 |   -0.3207 |   -0.4703 |     3.042 |
-#> |.....................|    -5.188 |    0.5388 |     2.890 |    -6.602 |
-#> |   56|     480.86800 |    0.9992 |    -1.064 |   -0.9113 |   -0.9415 |
-#> |.....................|   -0.9915 |   -0.9152 |   -0.4371 |   -0.7498 |
-#> |.....................|   -0.7937 |   -0.8800 |   -0.8752 |   -0.9980 |
-#> |.....................|   -0.6700 |   -0.8785 |   -0.9867 |   -0.5989 |
-#> |    U|       480.868 |     91.41 |    -5.252 |   -0.8877 |    -2.193 |
-#> |.....................|    -4.634 |    0.4442 |     1.010 |   0.06178 |
-#> |.....................|    0.8619 |   0.05803 |    0.7313 |    0.7858 |
-#> |.....................|     1.420 |    0.9572 |    0.7622 |     1.543 |
-#> |    X|       480.868 |     91.41 |  0.005236 |    0.2916 |    0.1115 |
-#> |.....................|  0.009720 |    0.6093 |     1.010 |   0.06178 |
-#> |.....................|    0.8619 |   0.05803 |    0.7313 |    0.7858 |
-#> |.....................|     1.420 |    0.9572 |    0.7622 |     1.543 |
-#> |   57|     480.18757 |    0.9994 |    -1.075 |   -0.9131 |   -0.9420 |
-#> |.....................|   -0.9946 |   -0.9242 |   -0.3882 |   -0.7756 |
-#> |.....................|   -0.7917 |   -0.8845 |   -0.8694 |    -1.000 |
-#> |.....................|   -0.6674 |   -0.8772 |   -0.9919 |   -0.5742 |
-#> |    U|     480.18757 |     91.43 |    -5.264 |   -0.8893 |    -2.194 |
-#> |.....................|    -4.637 |    0.4401 |     1.030 |   0.06104 |
-#> |.....................|    0.8627 |   0.05790 |    0.7356 |    0.7839 |
-#> |.....................|     1.423 |    0.9585 |    0.7577 |     1.573 |
-#> |    X|     480.18757 |     91.43 |  0.005177 |    0.2913 |    0.1115 |
-#> |.....................|  0.009690 |    0.6083 |     1.030 |   0.06104 |
-#> |.....................|    0.8627 |   0.05790 |    0.7356 |    0.7839 |
-#> |.....................|     1.423 |    0.9585 |    0.7577 |     1.573 |
-#> |   58|     477.33677 |     1.000 |    -1.128 |   -0.9215 |   -0.9444 |
-#> |.....................|    -1.009 |   -0.9662 |   -0.1601 |   -0.8958 |
-#> |.....................|   -0.7824 |   -0.9055 |   -0.8420 |    -1.010 |
-#> |.....................|   -0.6551 |   -0.8713 |    -1.016 |   -0.4591 |
-#> |    U|     477.33677 |     91.51 |    -5.317 |   -0.8967 |    -2.196 |
-#> |.....................|    -4.651 |    0.4208 |     1.124 |   0.05757 |
-#> |.....................|    0.8666 |   0.05729 |    0.7556 |    0.7749 |
-#> |.....................|     1.438 |    0.9642 |    0.7367 |     1.713 |
-#> |    X|     477.33677 |     91.51 |  0.004910 |    0.2897 |    0.1112 |
-#> |.....................|  0.009550 |    0.6037 |     1.124 |   0.05757 |
-#> |.....................|    0.8666 |   0.05729 |    0.7556 |    0.7749 |
-#> |.....................|     1.438 |    0.9642 |    0.7367 |     1.713 |
-#> |   59|     470.34077 |     1.005 |    -1.340 |   -0.9551 |   -0.9536 |
-#> |.....................|    -1.067 |    -1.134 |    0.7520 |    -1.376 |
-#> |.....................|   -0.7448 |   -0.9894 |   -0.7326 |    -1.050 |
-#> |.....................|   -0.6055 |   -0.8475 |    -1.115 |  0.001078 |
-#> |    U|     470.34077 |     91.93 |    -5.528 |   -0.9265 |    -2.205 |
-#> |.....................|    -4.709 |    0.3439 |     1.502 |   0.04372 |
-#> |.....................|    0.8821 |   0.05487 |    0.8354 |    0.7391 |
-#> |.....................|     1.496 |    0.9871 |    0.6524 |     2.272 |
-#> |    X|     470.34077 |     91.93 |  0.003973 |    0.2836 |    0.1102 |
-#> |.....................|  0.009011 |    0.5851 |     1.502 |   0.04372 |
-#> |.....................|    0.8821 |   0.05487 |    0.8354 |    0.7391 |
-#> |.....................|     1.496 |    0.9871 |    0.6524 |     2.272 |
-#> |    F| Forward Diff. |     26.15 |    0.9841 |   -0.2917 |   -0.5557 |
-#> |.....................|    0.1743 |   0.07961 |    -5.483 |    -2.977 |
-#> |.....................|    -1.594 |    -1.883 |     1.921 |     2.622 |
-#> |.....................|    -2.684 |     3.199 |    -3.516 |   -0.2713 |
-#> |   60|     503.34963 |     1.001 |    -1.624 |   -0.8890 |   -0.8555 |
-#> |.....................|    -1.160 |    -1.269 |     1.871 |    -1.579 |
-#> |.....................|   -0.5570 |   -0.7566 |   -0.9888 |    -1.205 |
-#> |.....................|   -0.4219 |    -1.204 |   -0.3205 |  0.003684 |
-#> |    U|     503.34963 |     91.54 |    -5.813 |   -0.8679 |    -2.107 |
-#> |.....................|    -4.802 |    0.2817 |     1.965 |   0.03787 |
-#> |.....................|    0.9599 |   0.06159 |    0.6484 |    0.5998 |
-#> |.....................|     1.714 |    0.6438 |     1.334 |     2.275 |
-#> |    X|     503.34963 |     91.54 |  0.002989 |    0.2957 |    0.1216 |
-#> |.....................|  0.008214 |    0.5700 |     1.965 |   0.03787 |
-#> |.....................|    0.9599 |   0.06159 |    0.6484 |    0.5998 |
-#> |.....................|     1.714 |    0.6438 |     1.334 |     2.275 |
-#> |   61|     469.52776 |     1.001 |    -1.377 |   -0.9480 |   -0.9425 |
-#> |.....................|    -1.079 |    -1.153 |    0.9014 |    -1.405 |
-#> |.....................|   -0.7213 |   -0.9635 |   -0.7590 |    -1.066 |
-#> |.....................|   -0.5863 |   -0.9260 |    -1.020 |  0.002305 |
-#> |    U|     469.52776 |     91.55 |    -5.565 |   -0.9203 |    -2.194 |
-#> |.....................|    -4.721 |    0.3353 |     1.564 |   0.04288 |
-#> |.....................|    0.8919 |   0.05562 |    0.8161 |    0.7248 |
-#> |.....................|     1.519 |    0.9115 |    0.7335 |     2.274 |
-#> |    X|     469.52776 |     91.55 |  0.003829 |    0.2849 |    0.1114 |
-#> |.....................|  0.008907 |    0.5831 |     1.564 |   0.04288 |
-#> |.....................|    0.8919 |   0.05562 |    0.8161 |    0.7248 |
-#> |.....................|     1.519 |    0.9115 |    0.7335 |     2.274 |
-#> |    F| Forward Diff. |    -33.46 |    0.8466 |   -0.2714 |   -0.3437 |
-#> |.....................| -0.005169 |    0.9674 |    -4.363 |    -2.175 |
-#> |.....................|   -0.4723 |    -1.194 |     1.668 |     1.180 |
-#> |.....................|    -1.975 |    -3.231 |     4.715 |    0.6860 |
-#> |   62|     468.69396 |     1.009 |    -1.417 |   -0.9407 |   -0.9181 |
-#> |.....................|    -1.088 |    -1.184 |     1.029 |    -1.410 |
-#> |.....................|   -0.7106 |   -0.9016 |   -0.8502 |    -1.110 |
-#> |.....................|   -0.5641 |   -0.8957 |    -1.025 |  -0.08379 |
-#> |    U|     468.69396 |     92.28 |    -5.606 |   -0.9138 |    -2.170 |
-#> |.....................|    -4.730 |    0.3207 |     1.617 |   0.04273 |
-#> |.....................|    0.8963 |   0.05740 |    0.7496 |    0.6857 |
-#> |.....................|     1.546 |    0.9407 |    0.7298 |     2.169 |
-#> |    X|     468.69396 |     92.28 |  0.003677 |    0.2862 |    0.1142 |
-#> |.....................|  0.008826 |    0.5795 |     1.617 |   0.04273 |
-#> |.....................|    0.8963 |   0.05740 |    0.7496 |    0.6857 |
-#> |.....................|     1.546 |    0.9407 |    0.7298 |     2.169 |
-#> |    F| Forward Diff. |     44.64 |    0.7919 |    0.8591 |   -0.3536 |
-#> |.....................|   -0.1337 |    0.2061 |    -3.251 |     1.076 |
-#> |.....................|    0.6486 |   -0.6734 | -0.006662 |    -4.031 |
-#> |.....................|   -0.9510 |    -1.369 |     2.636 |    0.2207 |
-#> |   63|     468.25975 |     1.001 |    -1.457 |   -0.9435 |   -0.8944 |
-#> |.....................|    -1.092 |    -1.207 |     1.162 |    -1.430 |
-#> |.....................|   -0.7163 |   -0.8453 |   -0.9089 |    -1.031 |
-#> |.....................|   -0.5350 |   -0.9084 |    -1.055 |   -0.1705 |
-#> |    U|     468.25975 |     91.62 |    -5.645 |   -0.9163 |    -2.146 |
-#> |.....................|    -4.734 |    0.3104 |     1.671 |   0.04217 |
-#> |.....................|    0.8939 |   0.05903 |    0.7067 |    0.7562 |
-#> |.....................|     1.580 |    0.9284 |    0.7040 |     2.064 |
-#> |    X|     468.25975 |     91.62 |  0.003534 |    0.2857 |    0.1169 |
-#> |.....................|  0.008791 |    0.5770 |     1.671 |   0.04217 |
-#> |.....................|    0.8939 |   0.05903 |    0.7067 |    0.7562 |
-#> |.....................|     1.580 |    0.9284 |    0.7040 |     2.064 |
-#> |    F| Forward Diff. |    -27.10 |    0.6132 |  -0.09159 |  -0.08800 |
-#> |.....................|   -0.1078 |   -0.3202 |    -2.388 |     1.638 |
-#> |.....................|     1.140 |    0.1171 |    0.1600 |     3.377 |
-#> |.....................|     1.163 |    -2.226 |   -0.6898 |   -0.6683 |
-#> |   64|     467.71969 |     1.007 |    -1.501 |   -0.9546 |   -0.8725 |
-#> |.....................|    -1.088 |    -1.196 |     1.309 |    -1.518 |
-#> |.....................|   -0.7729 |   -0.8084 |   -0.9408 |    -1.028 |
-#> |.....................|   -0.5596 |   -0.8715 |    -1.022 |   -0.2167 |
-#> |    U|     467.71969 |     92.14 |    -5.690 |   -0.9262 |    -2.124 |
-#> |.....................|    -4.730 |    0.3152 |     1.732 |   0.03962 |
-#> |.....................|    0.8705 |   0.06009 |    0.6835 |    0.7588 |
-#> |.....................|     1.551 |    0.9640 |    0.7321 |     2.007 |
-#> |    X|     467.71969 |     92.14 |  0.003381 |    0.2837 |    0.1195 |
-#> |.....................|  0.008831 |    0.5781 |     1.732 |   0.03962 |
-#> |.....................|    0.8705 |   0.06009 |    0.6835 |    0.7588 |
-#> |.....................|     1.551 |    0.9640 |    0.7321 |     2.007 |
-#> |    F| Forward Diff. |     13.64 |    0.5263 |  -0.09449 |  -0.03300 |
-#> |.....................|   -0.2497 |    0.5177 |    -1.944 |     1.719 |
-#> |.....................|   0.02781 |   -0.4546 |    0.1053 |     4.139 |
-#> |.....................|    0.2369 |    0.8861 |     1.752 |   -0.4404 |
-#> |   65|     467.30536 |     1.004 |    -1.542 |   -0.9574 |   -0.8551 |
-#> |.....................|    -1.078 |    -1.202 |     1.437 |    -1.633 |
-#> |.....................|   -0.8162 |   -0.7674 |   -0.9588 |    -1.081 |
-#> |.....................|   -0.5907 |   -0.8860 |    -1.037 |   -0.2723 |
-#> |    U|     467.30536 |     91.87 |    -5.731 |   -0.9286 |    -2.107 |
-#> |.....................|    -4.720 |    0.3124 |     1.785 |   0.03631 |
-#> |.....................|    0.8526 |   0.06127 |    0.6704 |    0.7116 |
-#> |.....................|     1.514 |    0.9500 |    0.7187 |     1.940 |
-#> |    X|     467.30536 |     91.87 |  0.003244 |    0.2832 |    0.1216 |
-#> |.....................|  0.008917 |    0.5775 |     1.785 |   0.03631 |
-#> |.....................|    0.8526 |   0.06127 |    0.6704 |    0.7116 |
-#> |.....................|     1.514 |    0.9500 |    0.7187 |     1.940 |
-#> |    F| Forward Diff. |    -28.84 |    0.5077 |   -0.1377 |   0.05990 |
-#> |.....................|   -0.2272 |    0.7424 |    -2.070 |   -0.4026 |
-#> |.....................|   -0.6342 |   -0.6074 |   -0.7367 |    -1.927 |
-#> |.....................|    -1.174 |   -0.4282 |   -0.2913 |   -0.8226 |
-#> |   66|     467.70919 |     1.018 |    -1.590 |   -0.9528 |   -0.8478 |
-#> |.....................|    -1.050 |    -1.273 |     1.541 |    -1.746 |
-#> |.....................|   -0.7981 |   -0.6862 |   -0.9431 |    -1.082 |
-#> |.....................|   -0.5846 |   -0.9179 |    -1.062 |   -0.3171 |
-#> |    U|     467.70919 |     93.14 |    -5.778 |   -0.9245 |    -2.100 |
-#> |.....................|    -4.692 |    0.2799 |     1.829 |   0.03305 |
-#> |.....................|    0.8601 |   0.06362 |    0.6818 |    0.7103 |
-#> |.....................|     1.521 |    0.9193 |    0.6977 |     1.885 |
-#> |    X|     467.70919 |     93.14 |  0.003094 |    0.2840 |    0.1225 |
-#> |.....................|  0.009168 |    0.5695 |     1.829 |   0.03305 |
-#> |.....................|    0.8601 |   0.06362 |    0.6818 |    0.7103 |
-#> |.....................|     1.521 |    0.9193 |    0.6977 |     1.885 |
-#> |   67|     467.47896 |     1.015 |    -1.557 |   -0.9559 |   -0.8529 |
-#> |.....................|    -1.069 |    -1.224 |     1.469 |    -1.667 |
-#> |.....................|   -0.8105 |   -0.7423 |   -0.9538 |    -1.081 |
-#> |.....................|   -0.5885 |   -0.8957 |    -1.045 |   -0.2858 |
-#> |    U|     467.47896 |     92.90 |    -5.746 |   -0.9273 |    -2.105 |
-#> |.....................|    -4.711 |    0.3023 |     1.799 |   0.03531 |
-#> |.....................|    0.8550 |   0.06200 |    0.6740 |    0.7117 |
-#> |.....................|     1.517 |    0.9407 |    0.7123 |     1.923 |
-#> |    X|     467.47896 |     92.90 |  0.003197 |    0.2835 |    0.1219 |
-#> |.....................|  0.008994 |    0.5750 |     1.799 |   0.03531 |
-#> |.....................|    0.8550 |   0.06200 |    0.6740 |    0.7117 |
-#> |.....................|     1.517 |    0.9407 |    0.7123 |     1.923 |
-#> |   68|     467.47242 |     1.015 |    -1.547 |   -0.9569 |   -0.8545 |
-#> |.....................|    -1.075 |    -1.209 |     1.447 |    -1.644 |
-#> |.....................|   -0.8142 |   -0.7594 |   -0.9570 |    -1.080 |
-#> |.....................|   -0.5898 |   -0.8890 |    -1.040 |   -0.2763 |
-#> |    U|     467.47242 |     92.83 |    -5.736 |   -0.9282 |    -2.106 |
-#> |.....................|    -4.717 |    0.3092 |     1.790 |   0.03600 |
-#> |.....................|    0.8534 |   0.06150 |    0.6716 |    0.7121 |
-#> |.....................|     1.515 |    0.9472 |    0.7168 |     1.935 |
-#> |    X|     467.47242 |     92.83 |  0.003229 |    0.2833 |    0.1217 |
-#> |.....................|  0.008942 |    0.5767 |     1.790 |   0.03600 |
-#> |.....................|    0.8534 |   0.06150 |    0.6716 |    0.7121 |
-#> |.....................|     1.515 |    0.9472 |    0.7168 |     1.935 |
-#> |   69|     467.34503 |     1.012 |    -1.542 |   -0.9574 |   -0.8552 |
-#> |.....................|    -1.078 |    -1.203 |     1.437 |    -1.633 |
-#> |.....................|   -0.8160 |   -0.7673 |   -0.9586 |    -1.080 |
-#> |.....................|   -0.5904 |   -0.8859 |    -1.037 |   -0.2720 |
-#> |    U|     467.34503 |     92.56 |    -5.731 |   -0.9286 |    -2.107 |
-#> |.....................|    -4.720 |    0.3123 |     1.786 |   0.03631 |
-#> |.....................|    0.8527 |   0.06128 |    0.6705 |    0.7121 |
-#> |.....................|     1.514 |    0.9501 |    0.7188 |     1.940 |
-#> |    X|     467.34503 |     92.56 |  0.003244 |    0.2832 |    0.1216 |
-#> |.....................|  0.008918 |    0.5775 |     1.786 |   0.03631 |
-#> |.....................|    0.8527 |   0.06128 |    0.6705 |    0.7121 |
-#> |.....................|     1.514 |    0.9501 |    0.7188 |     1.940 |
-#> |   70|     467.25859 |     1.007 |    -1.542 |   -0.9574 |   -0.8552 |
-#> |.....................|    -1.078 |    -1.202 |     1.437 |    -1.633 |
-#> |.....................|   -0.8161 |   -0.7674 |   -0.9587 |    -1.080 |
-#> |.....................|   -0.5906 |   -0.8860 |    -1.037 |   -0.2722 |
-#> |    U|     467.25859 |     92.16 |    -5.731 |   -0.9286 |    -2.107 |
-#> |.....................|    -4.720 |    0.3124 |     1.785 |   0.03631 |
-#> |.....................|    0.8526 |   0.06127 |    0.6704 |    0.7118 |
-#> |.....................|     1.514 |    0.9500 |    0.7187 |     1.940 |
-#> |    X|     467.25859 |     92.16 |  0.003244 |    0.2832 |    0.1216 |
-#> |.....................|  0.008918 |    0.5775 |     1.785 |   0.03631 |
-#> |.....................|    0.8526 |   0.06127 |    0.6704 |    0.7118 |
-#> |.....................|     1.514 |    0.9500 |    0.7187 |     1.940 |
-#> |    F| Forward Diff. |    0.4422 |    0.5213 |   0.04284 |   0.02840 |
-#> |.....................|   -0.2383 |    0.7531 |    -2.043 |  -0.07081 |
-#> |.....................|   -0.6548 |   -0.6872 |   -0.7073 |    -1.773 |
-#> |.....................|    -1.488 |   -0.4400 |   -0.3907 |   -0.8156 |
-#> |   71|     467.25330 |     1.007 |    -1.543 |   -0.9574 |   -0.8552 |
-#> |.....................|    -1.078 |    -1.203 |     1.439 |    -1.633 |
-#> |.....................|   -0.8155 |   -0.7668 |   -0.9581 |    -1.079 |
-#> |.....................|   -0.5893 |   -0.8856 |    -1.037 |   -0.2714 |
-#> |    U|      467.2533 |     92.12 |    -5.731 |   -0.9287 |    -2.107 |
-#> |.....................|    -4.720 |    0.3121 |     1.786 |   0.03631 |
-#> |.....................|    0.8529 |   0.06129 |    0.6709 |    0.7133 |
-#> |.....................|     1.516 |    0.9504 |    0.7190 |     1.941 |
-#> |    X|      467.2533 |     92.12 |  0.003243 |    0.2832 |    0.1216 |
-#> |.....................|  0.008919 |    0.5774 |     1.786 |   0.03631 |
-#> |.....................|    0.8529 |   0.06129 |    0.6709 |    0.7133 |
-#> |.....................|     1.516 |    0.9504 |    0.7190 |     1.941 |
-#> |    F| Forward Diff. |    -3.065 |    0.5175 |   0.01752 |   0.03302 |
-#> |.....................|   -0.2370 |    0.7457 |    -1.985 |  -0.01476 |
-#> |.....................|   -0.5869 |   -0.6438 |   -0.7222 |    -1.672 |
-#> |.....................|    -1.086 |   -0.3942 |   -0.3461 |   -0.8075 |
-#> |   72|     467.24583 |     1.008 |    -1.544 |   -0.9571 |   -0.8551 |
-#> |.....................|    -1.077 |    -1.206 |     1.442 |    -1.635 |
-#> |.....................|   -0.8142 |   -0.7642 |   -0.9569 |    -1.078 |
-#> |.....................|   -0.5901 |   -0.8857 |    -1.037 |   -0.2715 |
-#> |    U|     467.24583 |     92.22 |    -5.733 |   -0.9284 |    -2.107 |
-#> |.....................|    -4.719 |    0.3108 |     1.788 |   0.03626 |
-#> |.....................|    0.8534 |   0.06137 |    0.6718 |    0.7144 |
-#> |.....................|     1.515 |    0.9503 |    0.7191 |     1.941 |
-#> |    X|     467.24583 |     92.22 |  0.003238 |    0.2832 |    0.1216 |
-#> |.....................|  0.008927 |    0.5771 |     1.788 |   0.03626 |
-#> |.....................|    0.8534 |   0.06137 |    0.6718 |    0.7144 |
-#> |.....................|     1.515 |    0.9503 |    0.7191 |     1.941 |
-#> |    F| Forward Diff. |     6.834 |    0.5162 |   0.08982 |   0.01752 |
-#> |.....................|   -0.2436 |    0.7158 |    -2.020 |  -0.04939 |
-#> |.....................|   -0.5459 |   -0.6263 |   -0.5712 |    -1.499 |
-#> |.....................|    -1.429 |   -0.4150 |   -0.4098 |   -0.8001 |
-#> |   73|     467.23713 |     1.007 |    -1.546 |   -0.9569 |   -0.8551 |
-#> |.....................|    -1.076 |    -1.209 |     1.446 |    -1.636 |
-#> |.....................|   -0.8132 |   -0.7618 |   -0.9559 |    -1.076 |
-#> |.....................|   -0.5919 |   -0.8860 |    -1.037 |   -0.2716 |
-#> |    U|     467.23713 |     92.12 |    -5.734 |   -0.9282 |    -2.107 |
-#> |.....................|    -4.718 |    0.3095 |     1.789 |   0.03621 |
-#> |.....................|    0.8538 |   0.06143 |    0.6724 |    0.7154 |
-#> |.....................|     1.513 |    0.9500 |    0.7191 |     1.941 |
-#> |    X|     467.23713 |     92.12 |  0.003233 |    0.2833 |    0.1216 |
-#> |.....................|  0.008936 |    0.5768 |     1.789 |   0.03621 |
-#> |.....................|    0.8538 |   0.06143 |    0.6724 |    0.7154 |
-#> |.....................|     1.513 |    0.9500 |    0.7191 |     1.941 |
-#> |    F| Forward Diff. |    -3.249 |    0.5067 |   0.04417 |   0.02698 |
-#> |.....................|   -0.2393 |    0.6753 |    -1.942 |   -0.1419 |
-#> |.....................|   -0.5001 |   -0.5983 |   -0.6679 |    -1.518 |
-#> |.....................|    -1.576 |   -0.4506 |   -0.4091 |   -0.8075 |
-#> |   74|     467.22826 |     1.008 |    -1.548 |   -0.9568 |   -0.8550 |
-#> |.....................|    -1.074 |    -1.212 |     1.450 |    -1.638 |
-#> |.....................|   -0.8127 |   -0.7593 |   -0.9548 |    -1.076 |
-#> |.....................|   -0.5925 |   -0.8862 |    -1.037 |   -0.2718 |
-#> |    U|     467.22826 |     92.20 |    -5.736 |   -0.9281 |    -2.107 |
-#> |.....................|    -4.716 |    0.3080 |     1.791 |   0.03615 |
-#> |.....................|    0.8540 |   0.06151 |    0.6733 |    0.7160 |
-#> |.....................|     1.512 |    0.9499 |    0.7192 |     1.940 |
-#> |    X|     467.22826 |     92.20 |  0.003227 |    0.2833 |    0.1216 |
-#> |.....................|  0.008947 |    0.5764 |     1.791 |   0.03615 |
-#> |.....................|    0.8540 |   0.06151 |    0.6733 |    0.7160 |
-#> |.....................|     1.512 |    0.9499 |    0.7192 |     1.940 |
-#> |    F| Forward Diff. |     4.158 |    0.5052 |   0.09162 |   0.01474 |
-#> |.....................|   -0.2441 |    0.6411 |    -1.927 |  0.008374 |
-#> |.....................|   -0.4204 |   -0.5681 |   -0.5325 |    -1.398 |
-#> |.....................|    -1.545 |   -0.4616 |   -0.4623 |   -0.8062 |
-#> |   75|     467.21798 |     1.007 |    -1.549 |   -0.9567 |   -0.8549 |
-#> |.....................|    -1.073 |    -1.215 |     1.453 |    -1.641 |
-#> |.....................|   -0.8130 |   -0.7568 |   -0.9541 |    -1.075 |
-#> |.....................|   -0.5920 |   -0.8862 |    -1.036 |   -0.2722 |
-#> |    U|     467.21798 |     92.13 |    -5.738 |   -0.9280 |    -2.107 |
-#> |.....................|    -4.715 |    0.3065 |     1.792 |   0.03607 |
-#> |.....................|    0.8539 |   0.06158 |    0.6738 |    0.7163 |
-#> |.....................|     1.512 |    0.9498 |    0.7195 |     1.940 |
-#> |    X|     467.21798 |     92.13 |  0.003221 |    0.2833 |    0.1216 |
-#> |.....................|  0.008959 |    0.5760 |     1.792 |   0.03607 |
-#> |.....................|    0.8539 |   0.06158 |    0.6738 |    0.7163 |
-#> |.....................|     1.512 |    0.9498 |    0.7195 |     1.940 |
-#> |    F| Forward Diff. |    -2.820 |    0.4989 |   0.05960 |   0.01935 |
-#> |.....................|   -0.2421 |    0.6061 |    -1.914 |   -0.2151 |
-#> |.....................|   -0.5103 |   -0.6093 |   -0.7625 |    -1.437 |
-#> |.....................|    -1.510 |   -0.4672 |   -0.4489 |   -0.8043 |
-#> |   76|     467.20848 |     1.008 |    -1.551 |   -0.9569 |   -0.8547 |
-#> |.....................|    -1.072 |    -1.218 |     1.456 |    -1.643 |
-#> |.....................|   -0.8130 |   -0.7539 |   -0.9520 |    -1.075 |
-#> |.....................|   -0.5920 |   -0.8859 |    -1.036 |   -0.2725 |
-#> |    U|     467.20848 |     92.20 |    -5.740 |   -0.9282 |    -2.106 |
-#> |.....................|    -4.714 |    0.3053 |     1.793 |   0.03601 |
-#> |.....................|    0.8539 |   0.06166 |    0.6753 |    0.7165 |
-#> |.....................|     1.512 |    0.9501 |    0.7200 |     1.939 |
-#> |    X|     467.20848 |     92.20 |  0.003215 |    0.2833 |    0.1217 |
-#> |.....................|  0.008973 |    0.5757 |     1.793 |   0.03601 |
-#> |.....................|    0.8539 |   0.06166 |    0.6753 |    0.7165 |
-#> |.....................|     1.512 |    0.9501 |    0.7200 |     1.939 |
-#> |    F| Forward Diff. |     3.706 |    0.4993 |    0.1020 |   0.01046 |
-#> |.....................|   -0.2448 |    0.5847 |    -1.899 |   -0.1702 |
-#> |.....................|   -0.3837 |   -0.5516 |   -0.5275 |    -1.370 |
-#> |.....................|    -1.509 |   -0.4527 |   -0.4630 |   -0.7991 |
-#> |   77|     467.20140 |     1.007 |    -1.554 |   -0.9572 |   -0.8545 |
-#> |.....................|    -1.070 |    -1.221 |     1.459 |    -1.644 |
-#> |.....................|   -0.8137 |   -0.7511 |   -0.9495 |    -1.075 |
-#> |.....................|   -0.5926 |   -0.8856 |    -1.035 |   -0.2726 |
-#> |    U|      467.2014 |     92.12 |    -5.742 |   -0.9285 |    -2.106 |
-#> |.....................|    -4.712 |    0.3041 |     1.795 |   0.03600 |
-#> |.....................|    0.8536 |   0.06174 |    0.6772 |    0.7169 |
-#> |.....................|     1.512 |    0.9504 |    0.7205 |     1.939 |
-#> |    X|      467.2014 |     92.12 |  0.003207 |    0.2832 |    0.1217 |
-#> |.....................|  0.008990 |    0.5754 |     1.795 |   0.03600 |
-#> |.....................|    0.8536 |   0.06174 |    0.6772 |    0.7169 |
-#> |.....................|     1.512 |    0.9504 |    0.7205 |     1.939 |
-#> |    F| Forward Diff. |    -4.697 |    0.4875 |   0.03394 |   0.01314 |
-#> |.....................|   -0.2450 |    0.5527 |    -1.903 |   -0.2230 |
-#> |.....................|   -0.3367 |   -0.5055 |   -0.4386 |    -1.334 |
-#> |.....................|    -1.570 |   -0.4518 |   -0.4312 |   -0.7987 |
-#> |   78|     467.19155 |     1.008 |    -1.556 |   -0.9574 |   -0.8545 |
-#> |.....................|    -1.067 |    -1.224 |     1.462 |    -1.645 |
-#> |.....................|   -0.8159 |   -0.7492 |   -0.9499 |    -1.074 |
-#> |.....................|   -0.5924 |   -0.8858 |    -1.035 |   -0.2722 |
-#> |    U|     467.19155 |     92.18 |    -5.745 |   -0.9286 |    -2.106 |
-#> |.....................|    -4.709 |    0.3027 |     1.796 |   0.03596 |
-#> |.....................|    0.8527 |   0.06180 |    0.6768 |    0.7173 |
-#> |.....................|     1.512 |    0.9502 |    0.7208 |     1.940 |
-#> |    X|     467.19155 |     92.18 |  0.003200 |    0.2832 |    0.1217 |
-#> |.....................|  0.009010 |    0.5751 |     1.796 |   0.03596 |
-#> |.....................|    0.8527 |   0.06180 |    0.6768 |    0.7173 |
-#> |.....................|     1.512 |    0.9502 |    0.7208 |     1.940 |
-#> |    F| Forward Diff. |     2.102 |    0.4867 |   0.07498 |  0.004893 |
-#> |.....................|   -0.2442 |    0.5250 |    -1.879 |   -0.1740 |
-#> |.....................|   -0.3775 |   -0.5383 |   -0.4109 |    -1.255 |
-#> |.....................|    -1.562 |   -0.4584 |   -0.4426 |   -0.7882 |
-#> |   79|     467.18237 |     1.007 |    -1.558 |   -0.9574 |   -0.8544 |
-#> |.....................|    -1.065 |    -1.226 |     1.465 |    -1.647 |
-#> |.....................|   -0.8177 |   -0.7470 |   -0.9510 |    -1.074 |
-#> |.....................|   -0.5912 |   -0.8859 |    -1.035 |   -0.2717 |
-#> |    U|     467.18237 |     92.12 |    -5.747 |   -0.9286 |    -2.106 |
-#> |.....................|    -4.707 |    0.3016 |     1.797 |   0.03591 |
-#> |.....................|    0.8519 |   0.06186 |    0.6761 |    0.7177 |
-#> |.....................|     1.513 |    0.9501 |    0.7212 |     1.940 |
-#> |    X|     467.18237 |     92.12 |  0.003193 |    0.2832 |    0.1217 |
-#> |.....................|  0.009031 |    0.5748 |     1.797 |   0.03591 |
-#> |.....................|    0.8519 |   0.06186 |    0.6761 |    0.7177 |
-#> |.....................|     1.513 |    0.9501 |    0.7212 |     1.940 |
-#> |    F| Forward Diff. |    -4.940 |    0.4761 |   0.03110 |  0.006161 |
-#> |.....................|   -0.2415 |    0.4988 |    -1.880 |   -0.2651 |
-#> |.....................|   -0.3787 |   -0.5263 |   -0.4799 |    -1.241 |
-#> |.....................|    -1.481 |   -0.4641 |   -0.4124 |   -0.7761 |
-#> |   80|     467.17113 |     1.008 |    -1.561 |   -0.9574 |   -0.8542 |
-#> |.....................|    -1.062 |    -1.228 |     1.469 |    -1.648 |
-#> |.....................|   -0.8192 |   -0.7442 |   -0.9515 |    -1.074 |
-#> |.....................|   -0.5909 |   -0.8858 |    -1.034 |   -0.2714 |
-#> |    U|     467.17113 |     92.19 |    -5.749 |   -0.9286 |    -2.106 |
-#> |.....................|    -4.704 |    0.3008 |     1.799 |   0.03586 |
-#> |.....................|    0.8513 |   0.06194 |    0.6757 |    0.7179 |
-#> |.....................|     1.514 |    0.9502 |    0.7215 |     1.941 |
-#> |    X|     467.17113 |     92.19 |  0.003185 |    0.2832 |    0.1217 |
-#> |.....................|  0.009056 |    0.5746 |     1.799 |   0.03586 |
-#> |.....................|    0.8513 |   0.06194 |    0.6757 |    0.7179 |
-#> |.....................|     1.514 |    0.9502 |    0.7215 |     1.941 |
-#> |   81|     467.15723 |     1.008 |    -1.564 |   -0.9575 |   -0.8538 |
-#> |.....................|    -1.058 |    -1.230 |     1.473 |    -1.651 |
-#> |.....................|   -0.8215 |   -0.7400 |   -0.9524 |    -1.074 |
-#> |.....................|   -0.5906 |   -0.8857 |    -1.034 |   -0.2712 |
-#> |    U|     467.15723 |     92.19 |    -5.753 |   -0.9287 |    -2.106 |
-#> |.....................|    -4.700 |    0.2996 |     1.800 |   0.03578 |
-#> |.....................|    0.8504 |   0.06206 |    0.6750 |    0.7179 |
-#> |.....................|     1.514 |    0.9503 |    0.7219 |     1.941 |
-#> |    X|     467.15723 |     92.19 |  0.003173 |    0.2832 |    0.1218 |
-#> |.....................|  0.009093 |    0.5743 |     1.800 |   0.03578 |
-#> |.....................|    0.8504 |   0.06206 |    0.6750 |    0.7179 |
-#> |.....................|     1.514 |    0.9503 |    0.7219 |     1.941 |
-#> |   82|     467.09153 |     1.008 |    -1.583 |   -0.9578 |   -0.8521 |
-#> |.....................|    -1.038 |    -1.244 |     1.497 |    -1.664 |
-#> |.....................|   -0.8331 |   -0.7187 |   -0.9572 |    -1.074 |
-#> |.....................|   -0.5894 |   -0.8854 |    -1.031 |   -0.2699 |
-#> |    U|     467.09153 |     92.20 |    -5.772 |   -0.9290 |    -2.104 |
-#> |.....................|    -4.680 |    0.2934 |     1.810 |   0.03540 |
-#> |.....................|    0.8456 |   0.06268 |    0.6715 |    0.7181 |
-#> |.....................|     1.516 |    0.9506 |    0.7239 |     1.943 |
-#> |    X|     467.09153 |     92.20 |  0.003114 |    0.2831 |    0.1220 |
-#> |.....................|  0.009282 |    0.5728 |     1.810 |   0.03540 |
-#> |.....................|    0.8456 |   0.06268 |    0.6715 |    0.7181 |
-#> |.....................|     1.516 |    0.9506 |    0.7239 |     1.943 |
-#> |   83|     466.89701 |     1.009 |    -1.658 |   -0.9591 |   -0.8451 |
-#> |.....................|   -0.9556 |    -1.297 |     1.590 |    -1.717 |
-#> |.....................|   -0.8794 |   -0.6338 |   -0.9760 |    -1.073 |
-#> |.....................|   -0.5844 |   -0.8840 |    -1.022 |   -0.2647 |
-#> |    U|     466.89701 |     92.27 |    -5.846 |   -0.9301 |    -2.097 |
-#> |.....................|    -4.598 |    0.2688 |     1.849 |   0.03388 |
-#> |.....................|    0.8264 |   0.06513 |    0.6578 |    0.7186 |
-#> |.....................|     1.521 |    0.9519 |    0.7320 |     1.949 |
-#> |    X|     466.89701 |     92.27 |  0.002890 |    0.2829 |    0.1228 |
-#> |.....................|   0.01008 |    0.5668 |     1.849 |   0.03388 |
-#> |.....................|    0.8264 |   0.06513 |    0.6578 |    0.7186 |
-#> |.....................|     1.521 |    0.9519 |    0.7320 |     1.949 |
-#> |   84|     466.81525 |     1.010 |    -1.758 |   -0.9608 |   -0.8357 |
-#> |.....................|   -0.8455 |    -1.369 |     1.715 |    -1.787 |
-#> |.....................|   -0.9414 |   -0.5201 |    -1.001 |    -1.072 |
-#> |.....................|   -0.5775 |   -0.8822 |    -1.009 |   -0.2576 |
-#> |    U|     466.81525 |     92.41 |    -5.946 |   -0.9316 |    -2.087 |
-#> |.....................|    -4.488 |    0.2358 |     1.901 |   0.03185 |
-#> |.....................|    0.8007 |   0.06841 |    0.6394 |    0.7195 |
-#> |.....................|     1.530 |    0.9537 |    0.7428 |     1.958 |
-#> |    X|     466.81525 |     92.41 |  0.002615 |    0.2826 |    0.1240 |
-#> |.....................|   0.01125 |    0.5587 |     1.901 |   0.03185 |
-#> |.....................|    0.8007 |   0.06841 |    0.6394 |    0.7195 |
-#> |.....................|     1.530 |    0.9537 |    0.7428 |     1.958 |
-#> |    F| Forward Diff. |     1.005 |   0.03859 |    0.3281 |   -0.1495 |
-#> |.....................|    0.1126 |   -0.4190 |   -0.9638 |    -1.159 |
-#> |.....................|   -0.4187 |   -0.1084 |    -1.236 |     1.865 |
-#> |.....................|   -0.3960 |   -0.4043 |   -0.1671 |    0.1635 |
-#> |   85|     467.22945 |     1.009 |    -1.931 |    -1.059 |   -0.7851 |
-#> |.....................|   -0.6667 |    -1.418 |     1.962 |    -1.804 |
-#> |.....................|    -1.038 |   -0.3298 |   -0.7816 |    -1.157 |
-#> |.....................|   -0.5368 |   -0.8226 |   -0.9633 |   -0.3812 |
-#> |    U|     467.22945 |     92.33 |    -6.120 |    -1.019 |    -2.037 |
-#> |.....................|    -4.309 |    0.2137 |     2.003 |   0.03136 |
-#> |.....................|    0.7606 |   0.07390 |    0.7997 |    0.6429 |
-#> |.....................|     1.578 |     1.011 |    0.7823 |     1.807 |
-#> |    X|     467.22945 |     92.33 |  0.002199 |    0.2652 |    0.1304 |
-#> |.....................|   0.01345 |    0.5532 |     2.003 |   0.03136 |
-#> |.....................|    0.7606 |   0.07390 |    0.7997 |    0.6429 |
-#> |.....................|     1.578 |     1.011 |    0.7823 |     1.807 |
-#> |   86|     466.68655 |     1.009 |    -1.812 |   -0.9919 |   -0.8198 |
-#> |.....................|   -0.7896 |    -1.384 |     1.793 |    -1.792 |
-#> |.....................|   -0.9716 |   -0.4604 |   -0.9317 |    -1.100 |
-#> |.....................|   -0.5645 |   -0.8633 |   -0.9948 |   -0.2964 |
-#> |    U|     466.68655 |     92.33 |    -6.001 |   -0.9592 |    -2.072 |
-#> |.....................|    -4.432 |    0.2290 |     1.933 |   0.03172 |
-#> |.....................|    0.7883 |   0.07013 |    0.6901 |    0.6945 |
-#> |.....................|     1.545 |    0.9719 |    0.7553 |     1.910 |
-#> |    X|     466.68655 |     92.33 |  0.002477 |    0.2770 |    0.1260 |
-#> |.....................|   0.01190 |    0.5570 |     1.933 |   0.03172 |
-#> |.....................|    0.7883 |   0.07013 |    0.6901 |    0.6945 |
-#> |.....................|     1.545 |    0.9719 |    0.7553 |     1.910 |
-#> |    F| Forward Diff. |    -11.18 |   0.05254 |   -0.8763 |  -0.07569 |
-#> |.....................|    0.1998 |   -0.2059 |   -0.4605 |   -0.7124 |
-#> |.....................|   -0.3271 |   0.07217 |    0.9692 |     1.710 |
-#> |.....................|   -0.7229 |    0.7265 |    0.2517 |  -0.09129 |
-#> |   87|     466.82655 |     1.009 |    -1.865 |   -0.9192 |   -0.7946 |
-#> |.....................|   -0.7769 |    -1.362 |     1.859 |    -1.827 |
-#> |.....................|   -0.9838 |   -0.4392 |   -0.9155 |    -1.146 |
-#> |.....................|   -0.4995 |   -0.8511 |    -1.000 |   -0.3560 |
-#> |    U|     466.82655 |     92.34 |    -6.054 |   -0.8947 |    -2.046 |
-#> |.....................|    -4.419 |    0.2394 |     1.960 |   0.03072 |
-#> |.....................|    0.7832 |   0.07074 |    0.7019 |    0.6527 |
-#> |.....................|     1.622 |    0.9836 |    0.7506 |     1.838 |
-#> |    X|     466.82655 |     92.34 |  0.002349 |    0.2901 |    0.1292 |
-#> |.....................|   0.01205 |    0.5596 |     1.960 |   0.03072 |
-#> |.....................|    0.7832 |   0.07074 |    0.7019 |    0.6527 |
-#> |.....................|     1.622 |    0.9836 |    0.7506 |     1.838 |
-#> |   88|     466.65072 |     1.010 |    -1.827 |   -0.9719 |   -0.8129 |
-#> |.....................|   -0.7861 |    -1.378 |     1.811 |    -1.801 |
-#> |.....................|   -0.9749 |   -0.4546 |   -0.9274 |    -1.113 |
-#> |.....................|   -0.5467 |   -0.8600 |   -0.9963 |   -0.3127 |
-#> |    U|     466.65072 |     92.43 |    -6.015 |   -0.9415 |    -2.065 |
-#> |.....................|    -4.428 |    0.2318 |     1.940 |   0.03144 |
-#> |.....................|    0.7869 |   0.07030 |    0.6933 |    0.6830 |
-#> |.....................|     1.566 |    0.9750 |    0.7540 |     1.891 |
-#> |    X|     466.65072 |     92.43 |  0.002441 |    0.2806 |    0.1269 |
-#> |.....................|   0.01194 |    0.5577 |     1.940 |   0.03144 |
-#> |.....................|    0.7869 |   0.07030 |    0.6933 |    0.6830 |
-#> |.....................|     1.566 |    0.9750 |    0.7540 |     1.891 |
-#> |    F| Forward Diff. |    -1.340 |   0.07863 |    0.1180 |  -0.03302 |
-#> |.....................|    0.1973 |  -0.03638 |   -0.4314 |   -0.7320 |
-#> |.....................|   -0.3719 |   0.04356 |    0.7597 |     1.009 |
-#> |.....................|    0.3079 |    0.4883 |   -0.4019 |   -0.3069 |
-#> |   89|     466.64054 |     1.012 |    -1.843 |   -0.9769 |   -0.8069 |
-#> |.....................|   -0.7968 |    -1.376 |     1.833 |    -1.786 |
-#> |.....................|   -0.9571 |   -0.4600 |   -0.9463 |    -1.118 |
-#> |.....................|   -0.5553 |   -0.8554 |   -0.9954 |   -0.3119 |
-#> |    U|     466.64054 |     92.56 |    -6.031 |   -0.9459 |    -2.059 |
-#> |.....................|    -4.439 |    0.2329 |     1.949 |   0.03189 |
-#> |.....................|    0.7943 |   0.07014 |    0.6795 |    0.6783 |
-#> |.....................|     1.556 |    0.9795 |    0.7548 |     1.892 |
-#> |    X|     466.64054 |     92.56 |  0.002403 |    0.2797 |    0.1276 |
-#> |.....................|   0.01181 |    0.5580 |     1.949 |   0.03189 |
-#> |.....................|    0.7943 |   0.07014 |    0.6795 |    0.6783 |
-#> |.....................|     1.556 |    0.9795 |    0.7548 |     1.892 |
-#> |    F| Forward Diff. |     13.35 |   0.06546 |  -0.02976 |   0.01632 |
-#> |.....................|    0.1680 |  -0.06031 |   -0.2101 |    0.2297 |
-#> |.....................|  -0.01975 |    0.1913 |    0.1108 |    0.6100 |
-#> |.....................| -0.008263 |     1.320 |   0.06198 |   -0.2490 |
-#> |   90|     466.63994 |     1.010 |    -1.856 |   -0.9836 |   -0.8023 |
-#> |.....................|   -0.8121 |    -1.369 |     1.859 |    -1.781 |
-#> |.....................|   -0.9548 |   -0.4699 |   -0.9506 |    -1.117 |
-#> |.....................|   -0.5644 |   -0.8726 |    -1.009 |   -0.3176 |
-#> |    U|     466.63994 |     92.43 |    -6.045 |   -0.9518 |    -2.054 |
-#> |.....................|    -4.454 |    0.2360 |     1.960 |   0.03203 |
-#> |.....................|    0.7952 |   0.06986 |    0.6763 |    0.6795 |
-#> |.....................|     1.545 |    0.9629 |    0.7430 |     1.885 |
-#> |    X|     466.63994 |     92.43 |  0.002371 |    0.2785 |    0.1282 |
-#> |.....................|   0.01163 |    0.5587 |     1.960 |   0.03203 |
-#> |.....................|    0.7952 |   0.06986 |    0.6763 |    0.6795 |
-#> |.....................|     1.545 |    0.9629 |    0.7430 |     1.885 |
-#> |    F| Forward Diff. |    0.1431 |   0.02593 |   -0.4247 |   0.08835 |
-#> |.....................|    0.1490 |  -0.08497 |   0.03702 |    0.4153 |
-#> |.....................|  -0.04754 |    0.2015 |   0.06787 |   -0.3581 |
-#> |.....................|   -0.4069 |   0.09362 |   -0.9227 |   -0.5264 |
-#> |   91|     466.65402 |     1.008 |    -1.856 |   -0.9767 |   -0.8037 |
-#> |.....................|   -0.8145 |    -1.367 |     1.858 |    -1.788 |
-#> |.....................|   -0.9540 |   -0.4731 |   -0.9517 |    -1.111 |
-#> |.....................|   -0.5579 |   -0.8741 |   -0.9943 |   -0.3092 |
-#> |    U|     466.65402 |     92.22 |    -6.045 |   -0.9458 |    -2.055 |
-#> |.....................|    -4.457 |    0.2367 |     1.960 |   0.03184 |
-#> |.....................|    0.7955 |   0.06976 |    0.6755 |    0.6846 |
-#> |.....................|     1.553 |    0.9615 |    0.7557 |     1.895 |
-#> |    X|     466.65402 |     92.22 |  0.002370 |    0.2797 |    0.1280 |
-#> |.....................|   0.01160 |    0.5589 |     1.960 |   0.03184 |
-#> |.....................|    0.7955 |   0.06976 |    0.6755 |    0.6846 |
-#> |.....................|     1.553 |    0.9615 |    0.7557 |     1.895 |
-#> |   92|     466.63541 |     1.010 |    -1.856 |   -0.9812 |   -0.8028 |
-#> |.....................|   -0.8129 |    -1.368 |     1.858 |    -1.783 |
-#> |.....................|   -0.9545 |   -0.4710 |   -0.9509 |    -1.115 |
-#> |.....................|   -0.5622 |   -0.8731 |    -1.004 |   -0.3147 |
-#> |    U|     466.63541 |     92.36 |    -6.045 |   -0.9498 |    -2.055 |
-#> |.....................|    -4.455 |    0.2363 |     1.960 |   0.03197 |
-#> |.....................|    0.7953 |   0.06982 |    0.6761 |    0.6812 |
-#> |.....................|     1.548 |    0.9624 |    0.7474 |     1.888 |
-#> |    X|     466.63541 |     92.36 |  0.002371 |    0.2789 |    0.1281 |
-#> |.....................|   0.01162 |    0.5588 |     1.960 |   0.03197 |
-#> |.....................|    0.7953 |   0.06982 |    0.6761 |    0.6812 |
-#> |.....................|     1.548 |    0.9624 |    0.7474 |     1.888 |
-#> |    F| Forward Diff. |    -7.597 |   0.01585 |   -0.3721 |   0.09081 |
-#> |.....................|    0.1473 |  -0.05128 |   0.01723 |    0.2650 |
-#> |.....................|  -0.04930 |    0.2121 |    0.3911 |   -0.1952 |
-#> |.....................|   -0.2951 |   0.01195 |   -0.4116 |   -0.4404 |
-#> |   93|     466.62967 |     1.010 |    -1.857 |   -0.9822 |   -0.8038 |
-#> |.....................|   -0.8179 |    -1.367 |     1.859 |    -1.785 |
-#> |.....................|   -0.9524 |   -0.4748 |   -0.9515 |    -1.114 |
-#> |.....................|   -0.5617 |   -0.8740 |    -1.004 |   -0.3130 |
-#> |    U|     466.62967 |     92.43 |    -6.045 |   -0.9507 |    -2.056 |
-#> |.....................|    -4.460 |    0.2370 |     1.960 |   0.03192 |
-#> |.....................|    0.7962 |   0.06971 |    0.6756 |    0.6815 |
-#> |.....................|     1.548 |    0.9616 |    0.7476 |     1.890 |
-#> |    X|     466.62967 |     92.43 |  0.002369 |    0.2787 |    0.1280 |
-#> |.....................|   0.01156 |    0.5590 |     1.960 |   0.03192 |
-#> |.....................|    0.7962 |   0.06971 |    0.6756 |    0.6815 |
-#> |.....................|     1.548 |    0.9616 |    0.7476 |     1.890 |
-#> |    F| Forward Diff. |    0.1737 |   0.01712 |   -0.3712 |   0.07555 |
-#> |.....................|    0.1320 |  -0.03330 |   -0.1756 |    0.3015 |
-#> |.....................|  -0.06297 |    0.1717 |   0.09645 |   -0.1674 |
-#> |.....................|   -0.2756 |  -0.01624 |   -0.3459 |   -0.4307 |
-#> |   94|     466.62779 |     1.010 |    -1.856 |   -0.9797 |   -0.8047 |
-#> |.....................|   -0.8221 |    -1.366 |     1.862 |    -1.786 |
-#> |.....................|   -0.9500 |   -0.4779 |   -0.9517 |    -1.113 |
-#> |.....................|   -0.5623 |   -0.8742 |    -1.003 |   -0.3111 |
-#> |    U|     466.62779 |     92.40 |    -6.045 |   -0.9484 |    -2.056 |
-#> |.....................|    -4.464 |    0.2375 |     1.961 |   0.03188 |
-#> |.....................|    0.7972 |   0.06963 |    0.6755 |    0.6823 |
-#> |.....................|     1.548 |    0.9614 |    0.7480 |     1.893 |
-#> |    X|     466.62779 |     92.40 |  0.002370 |    0.2792 |    0.1279 |
-#> |.....................|   0.01152 |    0.5591 |     1.961 |   0.03188 |
-#> |.....................|    0.7972 |   0.06963 |    0.6755 |    0.6823 |
-#> |.....................|     1.548 |    0.9614 |    0.7480 |     1.893 |
-#> |    F| Forward Diff. |    -2.926 |   0.01199 |   -0.2808 |   0.07297 |
-#> |.....................|    0.1250 |  -0.02504 |   0.02207 |    0.2419 |
-#> |.....................|  -0.03068 |    0.1983 |    0.3271 |  -0.08125 |
-#> |.....................|   -0.2841 |  -0.05347 |   -0.2873 |   -0.3919 |
-#> |   95|     466.62386 |     1.010 |    -1.856 |   -0.9811 |   -0.8057 |
-#> |.....................|   -0.8267 |    -1.365 |     1.862 |    -1.788 |
-#> |.....................|   -0.9479 |   -0.4822 |   -0.9526 |    -1.114 |
-#> |.....................|   -0.5610 |   -0.8741 |    -1.003 |   -0.3093 |
-#> |    U|     466.62386 |     92.43 |    -6.045 |   -0.9497 |    -2.057 |
-#> |.....................|    -4.469 |    0.2377 |     1.961 |   0.03183 |
-#> |.....................|    0.7980 |   0.06950 |    0.6749 |    0.6820 |
-#> |.....................|     1.549 |    0.9614 |    0.7483 |     1.895 |
-#> |    X|     466.62386 |     92.43 |  0.002370 |    0.2789 |    0.1278 |
-#> |.....................|   0.01146 |    0.5592 |     1.961 |   0.03183 |
-#> |.....................|    0.7980 |   0.06950 |    0.6749 |    0.6820 |
-#> |.....................|     1.549 |    0.9614 |    0.7483 |     1.895 |
-#> |    F| Forward Diff. |    0.1137 |   0.01564 |   -0.3265 |   0.06191 |
-#> |.....................|    0.1094 |  -0.02529 |   0.01125 |    0.2123 |
-#> |.....................|  -0.07598 |    0.1365 |    0.2003 |   -0.1363 |
-#> |.....................|   -0.2276 |  -0.05501 |   -0.2526 |   -0.4116 |
-#> |   96|     466.62386 |     1.010 |    -1.856 |   -0.9811 |   -0.8057 |
-#> |.....................|   -0.8267 |    -1.365 |     1.862 |    -1.788 |
-#> |.....................|   -0.9479 |   -0.4822 |   -0.9526 |    -1.114 |
-#> |.....................|   -0.5610 |   -0.8741 |    -1.003 |   -0.3093 |
-#> |    U|     466.62386 |     92.43 |    -6.045 |   -0.9497 |    -2.057 |
-#> |.....................|    -4.469 |    0.2377 |     1.961 |   0.03183 |
-#> |.....................|    0.7980 |   0.06950 |    0.6749 |    0.6820 |
-#> |.....................|     1.549 |    0.9614 |    0.7483 |     1.895 |
-#> |    X|     466.62386 |     92.43 |  0.002370 |    0.2789 |    0.1278 |
-#> |.....................|   0.01146 |    0.5592 |     1.961 |   0.03183 |
-#> |.....................|    0.7980 |   0.06950 |    0.6749 |    0.6820 |
-#> |.....................|     1.549 |    0.9614 |    0.7483 |     1.895 |
+#> |    1|     495.48573 |     1.000 |    -1.000 |   -0.9104 |   -0.9376 |
+#> |.....................|   -0.9875 |   -0.8823 |   -0.8746 |   -0.8907 |
+#> |.....................|   -0.8746 |   -0.8907 |   -0.8767 |   -0.8731 |
+#> |.....................|   -0.8673 |   -0.8720 |   -0.8739 |   -0.8666 |
+#> |    U|     495.48573 |     91.00 |    -5.200 |   -0.8900 |    -2.200 |
+#> |.....................|    -4.600 |    0.4600 |    0.8300 |   0.05800 |
+#> |.....................|    0.8300 |   0.05800 |    0.7311 |    0.9036 |
+#> |.....................|     1.183 |    0.9554 |    0.8633 |     1.214 |
+#> |    X|     495.48573 |     91.00 |  0.005517 |    0.2911 |    0.1108 |
+#> |.....................|   0.01005 |    0.6130 |    0.8300 |   0.05800 |
+#> |.....................|    0.8300 |   0.05800 |    0.7311 |    0.9036 |
+#> |.....................|     1.183 |    0.9554 |    0.8633 |     1.214 |
+#> |    G|    Gill Diff. |   -0.9648 |     2.223 |   -0.3153 |  -0.01817 |
+#> |.....................|   -0.3350 |    0.6789 |    -23.42 |    -17.64 |
+#> |.....................|    -5.440 |    -1.950 |    0.9642 |     9.851 |
+#> |.....................|    -11.94 |    -1.319 |     8.578 |    -12.45 |
+#> |    2|     481.75012 |     1.026 |    -1.060 |   -0.9019 |   -0.9371 |
+#> |.....................|   -0.9785 |   -0.9007 |   -0.2420 |   -0.4142 |
+#> |.....................|   -0.7277 |   -0.8380 |   -0.9027 |    -1.139 |
+#> |.....................|   -0.5448 |   -0.8364 |    -1.106 |   -0.5303 |
+#> |    U|     481.75012 |     93.37 |    -5.260 |   -0.8824 |    -2.200 |
+#> |.....................|    -4.591 |    0.4516 |     1.093 |   0.07182 |
+#> |.....................|    0.8910 |   0.05953 |    0.7121 |    0.6631 |
+#> |.....................|     1.565 |    0.9895 |    0.6633 |     1.623 |
+#> |    X|     481.75012 |     93.37 |  0.005195 |    0.2927 |    0.1109 |
+#> |.....................|   0.01014 |    0.6110 |     1.093 |   0.07182 |
+#> |.....................|    0.8910 |   0.05953 |    0.7121 |    0.6631 |
+#> |.....................|     1.565 |    0.9895 |    0.6633 |     1.623 |
+#> |    F| Forward Diff. |     152.5 |     1.317 |     3.315 |   -0.1772 |
+#> |.....................|    0.3391 |    0.1426 |    -4.513 |     6.696 |
+#> |.....................|     1.211 |    0.7988 |    0.6299 |    -5.324 |
+#> |.....................|  0.009964 |     3.044 |    -5.727 |    -6.694 |
+#> |    3|     3004.9713 |    0.2745 |    -1.093 |   -0.9147 |   -0.9360 |
+#> |.....................|   -0.9762 |   -0.9095 |   0.05941 |   -0.2377 |
+#> |.....................|   -0.6690 |   -0.8188 |   -0.9174 |    -1.204 |
+#> |.....................|   -0.4027 |   -0.8359 |    -1.205 |   -0.3486 |
+#> |    U|     3004.9713 |     24.98 |    -5.293 |   -0.8938 |    -2.198 |
+#> |.....................|    -4.589 |    0.4475 |     1.218 |   0.07694 |
+#> |.....................|    0.9154 |   0.06008 |    0.7014 |    0.6043 |
+#> |.....................|     1.733 |    0.9899 |    0.5774 |     1.843 |
+#> |    X|     3004.9713 |     24.98 |  0.005026 |    0.2903 |    0.1110 |
+#> |.....................|   0.01017 |    0.6100 |     1.218 |   0.07694 |
+#> |.....................|    0.9154 |   0.06008 |    0.7014 |    0.6043 |
+#> |.....................|     1.733 |    0.9899 |    0.5774 |     1.843 |
+#> |    4|     491.68825 |    0.9393 |    -1.061 |   -0.9038 |   -0.9370 |
+#> |.....................|   -0.9787 |   -0.9008 |   -0.2394 |   -0.4180 |
+#> |.....................|   -0.7284 |   -0.8385 |   -0.9031 |    -1.136 |
+#> |.....................|   -0.5448 |   -0.8381 |    -1.102 |   -0.5265 |
+#> |    U|     491.68825 |     85.47 |    -5.261 |   -0.8841 |    -2.199 |
+#> |.....................|    -4.591 |    0.4515 |     1.094 |   0.07171 |
+#> |.....................|    0.8907 |   0.05951 |    0.7118 |    0.6659 |
+#> |.....................|     1.565 |    0.9878 |    0.6661 |     1.627 |
+#> |    X|     491.68825 |     85.47 |  0.005191 |    0.2923 |    0.1109 |
+#> |.....................|   0.01014 |    0.6110 |     1.094 |   0.07171 |
+#> |.....................|    0.8907 |   0.05951 |    0.7118 |    0.6659 |
+#> |.....................|     1.565 |    0.9878 |    0.6661 |     1.627 |
+#> |    5|     479.72282 |     1.001 |    -1.060 |   -0.9024 |   -0.9371 |
+#> |.....................|   -0.9785 |   -0.9007 |   -0.2413 |   -0.4153 |
+#> |.....................|   -0.7279 |   -0.8381 |   -0.9028 |    -1.138 |
+#> |.....................|   -0.5448 |   -0.8369 |    -1.105 |   -0.5292 |
+#> |    U|     479.72282 |     91.11 |    -5.260 |   -0.8829 |    -2.199 |
+#> |.....................|    -4.591 |    0.4516 |     1.093 |   0.07179 |
+#> |.....................|    0.8909 |   0.05952 |    0.7120 |    0.6639 |
+#> |.....................|     1.565 |    0.9890 |    0.6641 |     1.624 |
+#> |    X|     479.72282 |     91.11 |  0.005194 |    0.2926 |    0.1109 |
+#> |.....................|   0.01014 |    0.6110 |     1.093 |   0.07179 |
+#> |.....................|    0.8909 |   0.05952 |    0.7120 |    0.6639 |
+#> |.....................|     1.565 |    0.9890 |    0.6641 |     1.624 |
+#> |    F| Forward Diff. |     6.589 |     1.222 |    0.9137 |    0.1103 |
+#> |.....................|    0.3993 |    0.5206 |    -3.904 |     6.654 |
+#> |.....................|    0.9090 |     1.134 |    -1.839 |    -6.108 |
+#> |.....................|     1.622 |     4.007 |    -4.921 |    -6.374 |
+#> |    6|     479.56384 |    0.9950 |    -1.061 |   -0.9037 |   -0.9373 |
+#> |.....................|   -0.9792 |   -0.9012 |   -0.2438 |   -0.4298 |
+#> |.....................|   -0.7309 |   -0.8403 |   -0.9001 |    -1.126 |
+#> |.....................|   -0.5509 |   -0.8426 |    -1.095 |   -0.5241 |
+#> |    U|     479.56384 |     90.55 |    -5.261 |   -0.8840 |    -2.200 |
+#> |.....................|    -4.592 |    0.4513 |     1.092 |   0.07137 |
+#> |.....................|    0.8897 |   0.05946 |    0.7140 |    0.6748 |
+#> |.....................|     1.558 |    0.9836 |    0.6729 |     1.630 |
+#> |    X|     479.56384 |     90.55 |  0.005189 |    0.2923 |    0.1108 |
+#> |.....................|   0.01014 |    0.6110 |     1.092 |   0.07137 |
+#> |.....................|    0.8897 |   0.05946 |    0.7140 |    0.6748 |
+#> |.....................|     1.558 |    0.9836 |    0.6729 |     1.630 |
+#> |    F| Forward Diff. |    -31.71 |     1.225 |    0.1963 |    0.1681 |
+#> |.....................|    0.4113 |    0.6853 |    -4.208 |     6.141 |
+#> |.....................|    0.7033 |     1.163 |    -2.029 |    -4.071 |
+#> |.....................|    -1.106 |     3.494 |    -3.921 |    -6.098 |
+#> |    7|     479.23599 |     1.003 |    -1.063 |   -0.9048 |   -0.9375 |
+#> |.....................|   -0.9799 |   -0.9023 |   -0.2352 |   -0.4403 |
+#> |.....................|   -0.7320 |   -0.8422 |   -0.8974 |    -1.117 |
+#> |.....................|   -0.5472 |   -0.8484 |    -1.086 |   -0.5115 |
+#> |    U|     479.23599 |     91.29 |    -5.263 |   -0.8850 |    -2.200 |
+#> |.....................|    -4.592 |    0.4508 |     1.095 |   0.07106 |
+#> |.....................|    0.8892 |   0.05941 |    0.7160 |    0.6828 |
+#> |.....................|     1.562 |    0.9781 |    0.6800 |     1.645 |
+#> |    X|     479.23599 |     91.29 |  0.005177 |    0.2921 |    0.1108 |
+#> |.....................|   0.01013 |    0.6108 |     1.095 |   0.07106 |
+#> |.....................|    0.8892 |   0.05941 |    0.7160 |    0.6828 |
+#> |.....................|     1.562 |    0.9781 |    0.6800 |     1.645 |
+#> |    F| Forward Diff. |     18.36 |     1.286 |    0.8956 |   0.06941 |
+#> |.....................|    0.3942 |    0.6495 |    -3.460 |     6.349 |
+#> |.....................|    0.7828 |    0.9998 |    -1.947 |    -2.931 |
+#> |.....................|    0.1591 |     2.144 |    -3.375 |    -5.909 |
+#> |    8|     479.05200 |    0.9982 |    -1.066 |   -0.9056 |   -0.9376 |
+#> |.....................|   -0.9803 |   -0.9037 |   -0.2181 |   -0.4407 |
+#> |.....................|   -0.7304 |   -0.8427 |   -0.8951 |    -1.119 |
+#> |.....................|   -0.5384 |   -0.8504 |    -1.087 |   -0.4972 |
+#> |    U|       479.052 |     90.84 |    -5.266 |   -0.8857 |    -2.200 |
+#> |.....................|    -4.593 |    0.4502 |     1.102 |   0.07105 |
+#> |.....................|    0.8899 |   0.05939 |    0.7177 |    0.6818 |
+#> |.....................|     1.572 |    0.9761 |    0.6797 |     1.663 |
+#> |    X|       479.052 |     90.84 |  0.005162 |    0.2920 |    0.1108 |
+#> |.....................|   0.01012 |    0.6107 |     1.102 |   0.07105 |
+#> |.....................|    0.8899 |   0.05939 |    0.7177 |    0.6818 |
+#> |.....................|     1.572 |    0.9761 |    0.6797 |     1.663 |
+#> |    9|     478.91507 |    0.9977 |    -1.070 |   -0.9061 |   -0.9377 |
+#> |.....................|   -0.9807 |   -0.9051 |   -0.2002 |   -0.4395 |
+#> |.....................|   -0.7284 |   -0.8431 |   -0.8930 |    -1.121 |
+#> |.....................|   -0.5287 |   -0.8520 |    -1.088 |   -0.4828 |
+#> |    U|     478.91507 |     90.79 |    -5.270 |   -0.8862 |    -2.200 |
+#> |.....................|    -4.593 |    0.4495 |     1.110 |   0.07109 |
+#> |.....................|    0.8907 |   0.05938 |    0.7192 |    0.6799 |
+#> |.....................|     1.584 |    0.9745 |    0.6785 |     1.680 |
+#> |    X|     478.91507 |     90.79 |  0.005146 |    0.2919 |    0.1108 |
+#> |.....................|   0.01012 |    0.6105 |     1.110 |   0.07109 |
+#> |.....................|    0.8907 |   0.05938 |    0.7192 |    0.6799 |
+#> |.....................|     1.584 |    0.9745 |    0.6785 |     1.680 |
+#> |   10|     478.54700 |    0.9959 |    -1.080 |   -0.9081 |   -0.9381 |
+#> |.....................|   -0.9820 |   -0.9099 |   -0.1391 |   -0.4353 |
+#> |.....................|   -0.7215 |   -0.8442 |   -0.8862 |    -1.128 |
+#> |.....................|   -0.4957 |   -0.8577 |    -1.093 |   -0.4342 |
+#> |    U|       478.547 |     90.63 |    -5.280 |   -0.8880 |    -2.200 |
+#> |.....................|    -4.594 |    0.4473 |     1.135 |   0.07121 |
+#> |.....................|    0.8936 |   0.05935 |    0.7242 |    0.6734 |
+#> |.....................|     1.623 |    0.9691 |    0.6746 |     1.739 |
+#> |    X|       478.547 |     90.63 |  0.005094 |    0.2915 |    0.1108 |
+#> |.....................|   0.01011 |    0.6100 |     1.135 |   0.07121 |
+#> |.....................|    0.8936 |   0.05935 |    0.7242 |    0.6734 |
+#> |.....................|     1.623 |    0.9691 |    0.6746 |     1.739 |
+#> |   11|     478.24707 |    0.9926 |    -1.098 |   -0.9118 |   -0.9388 |
+#> |.....................|   -0.9843 |   -0.9186 |  -0.02735 |   -0.4276 |
+#> |.....................|   -0.7088 |   -0.8464 |   -0.8736 |    -1.141 |
+#> |.....................|   -0.4354 |   -0.8680 |    -1.101 |   -0.3451 |
+#> |    U|     478.24707 |     90.33 |    -5.298 |   -0.8913 |    -2.201 |
+#> |.....................|    -4.597 |    0.4433 |     1.182 |   0.07143 |
+#> |.....................|    0.8988 |   0.05929 |    0.7334 |    0.6616 |
+#> |.....................|     1.694 |    0.9593 |    0.6674 |     1.848 |
+#> |    X|     478.24707 |     90.33 |  0.004999 |    0.2909 |    0.1107 |
+#> |.....................|   0.01008 |    0.6090 |     1.182 |   0.07143 |
+#> |.....................|    0.8988 |   0.05929 |    0.7334 |    0.6616 |
+#> |.....................|     1.694 |    0.9593 |    0.6674 |     1.848 |
+#> |    F| Forward Diff. |    -54.86 |     1.159 |   -0.2545 |    0.1198 |
+#> |.....................|    0.4779 |     1.320 |    -1.627 |     7.719 |
+#> |.....................|     1.488 |     1.194 |    -2.008 |    -4.434 |
+#> |.....................|     3.563 |    0.8010 |    -2.393 |    -3.495 |
+#> |   12|     475.90466 |     1.002 |    -1.127 |   -0.9233 |   -0.9398 |
+#> |.....................|   -0.9978 |   -0.9482 |  -0.05448 |   -0.6822 |
+#> |.....................|   -0.7579 |   -0.8801 |   -0.8190 |    -1.095 |
+#> |.....................|   -0.4550 |   -0.8498 |    -1.031 |   -0.2699 |
+#> |    U|     475.90466 |     91.18 |    -5.327 |   -0.9014 |    -2.202 |
+#> |.....................|    -4.610 |    0.4297 |     1.170 |   0.06405 |
+#> |.....................|    0.8785 |   0.05831 |    0.7733 |    0.7032 |
+#> |.....................|     1.671 |    0.9767 |    0.7277 |     1.939 |
+#> |    X|     475.90466 |     91.18 |  0.004860 |    0.2888 |    0.1106 |
+#> |.....................|  0.009950 |    0.6058 |     1.170 |   0.06405 |
+#> |.....................|    0.8785 |   0.05831 |    0.7733 |    0.7032 |
+#> |.....................|     1.671 |    0.9767 |    0.7277 |     1.939 |
+#> |    F| Forward Diff. |    -5.773 |     1.281 |   0.05418 |  -0.06269 |
+#> |.....................|    0.4104 |     1.812 |    -4.981 |     3.640 |
+#> |.....................|  -0.08126 |   0.09477 |    -1.092 |    -2.966 |
+#> |.....................|     5.262 |     2.712 |     3.245 |    -2.012 |
+#> |   13|     477.06760 |     1.030 |    -1.176 |   -0.9281 |   -0.9377 |
+#> |.....................|    -1.013 |    -1.011 |   0.09564 |   -0.8420 |
+#> |.....................|   -0.7668 |   -0.8907 |   -0.7738 |    -1.073 |
+#> |.....................|   -0.5619 |   -0.8693 |    -1.126 |   -0.1773 |
+#> |    U|      477.0676 |     93.71 |    -5.376 |   -0.9057 |    -2.200 |
+#> |.....................|    -4.625 |    0.4008 |     1.233 |   0.05941 |
+#> |.....................|    0.8748 |   0.05800 |    0.8064 |    0.7234 |
+#> |.....................|     1.545 |    0.9581 |    0.6461 |     2.051 |
+#> |    X|      477.0676 |     93.71 |  0.004627 |    0.2879 |    0.1108 |
+#> |.....................|  0.009799 |    0.5989 |     1.233 |   0.05941 |
+#> |.....................|    0.8748 |   0.05800 |    0.8064 |    0.7234 |
+#> |.....................|     1.545 |    0.9581 |    0.6461 |     2.051 |
+#> |   14|     477.20174 |     1.026 |    -1.143 |   -0.9246 |   -0.9391 |
+#> |.....................|    -1.003 |   -0.9695 | -0.001726 |   -0.7335 |
+#> |.....................|   -0.7599 |   -0.8831 |   -0.8043 |    -1.080 |
+#> |.....................|   -0.4976 |   -0.8627 |    -1.065 |   -0.2404 |
+#> |    U|     477.20174 |     93.37 |    -5.343 |   -0.9027 |    -2.201 |
+#> |.....................|    -4.615 |    0.4199 |     1.192 |   0.06256 |
+#> |.....................|    0.8776 |   0.05822 |    0.7840 |    0.7162 |
+#> |.....................|     1.621 |    0.9644 |    0.6988 |     1.975 |
+#> |    X|     477.20174 |     93.37 |  0.004782 |    0.2885 |    0.1106 |
+#> |.....................|  0.009899 |    0.6035 |     1.192 |   0.06256 |
+#> |.....................|    0.8776 |   0.05822 |    0.7840 |    0.7162 |
+#> |.....................|     1.621 |    0.9644 |    0.6988 |     1.975 |
+#> |   15|     476.22973 |     1.014 |    -1.129 |   -0.9234 |   -0.9397 |
+#> |.....................|   -0.9986 |   -0.9521 |  -0.04396 |   -0.6899 |
+#> |.....................|   -0.7577 |   -0.8803 |   -0.8167 |    -1.089 |
+#> |.....................|   -0.4661 |   -0.8555 |    -1.038 |   -0.2656 |
+#> |    U|     476.22973 |     92.29 |    -5.329 |   -0.9015 |    -2.202 |
+#> |.....................|    -4.611 |    0.4279 |     1.175 |   0.06382 |
+#> |.....................|    0.8785 |   0.05830 |    0.7750 |    0.7089 |
+#> |.....................|     1.658 |    0.9712 |    0.7218 |     1.944 |
+#> |    X|     476.22973 |     92.29 |  0.004847 |    0.2887 |    0.1106 |
+#> |.....................|  0.009941 |    0.6054 |     1.175 |   0.06382 |
+#> |.....................|    0.8785 |   0.05830 |    0.7750 |    0.7089 |
+#> |.....................|     1.658 |    0.9712 |    0.7218 |     1.944 |
+#> |   16|     475.87776 |     1.005 |    -1.127 |   -0.9233 |   -0.9398 |
+#> |.....................|   -0.9980 |   -0.9491 |  -0.05201 |   -0.6840 |
+#> |.....................|   -0.7578 |   -0.8802 |   -0.8184 |    -1.093 |
+#> |.....................|   -0.4576 |   -0.8511 |    -1.033 |   -0.2689 |
+#> |    U|     475.87776 |     91.44 |    -5.327 |   -0.9015 |    -2.202 |
+#> |.....................|    -4.610 |    0.4293 |     1.171 |   0.06399 |
+#> |.....................|    0.8785 |   0.05830 |    0.7737 |    0.7045 |
+#> |.....................|     1.668 |    0.9754 |    0.7263 |     1.940 |
+#> |    X|     475.87776 |     91.44 |  0.004857 |    0.2887 |    0.1106 |
+#> |.....................|  0.009948 |    0.6057 |     1.171 |   0.06399 |
+#> |.....................|    0.8785 |   0.05830 |    0.7737 |    0.7045 |
+#> |.....................|     1.668 |    0.9754 |    0.7263 |     1.940 |
+#> |    F| Forward Diff. |     16.12 |     1.298 |    0.4116 |  -0.09723 |
+#> |.....................|    0.4002 |     1.728 |    -4.991 |     3.781 |
+#> |.....................|  -0.06392 |   0.04117 |    -1.251 |   -0.6787 |
+#> |.....................|     5.079 |     2.620 |     3.013 |    -2.074 |
+#> |   17|     475.82399 |     1.002 |    -1.128 |   -0.9234 |   -0.9397 |
+#> |.....................|   -0.9982 |   -0.9501 |  -0.04950 |   -0.6866 |
+#> |.....................|   -0.7580 |   -0.8803 |   -0.8177 |    -1.093 |
+#> |.....................|   -0.4596 |   -0.8518 |    -1.034 |   -0.2675 |
+#> |    U|     475.82399 |     91.17 |    -5.328 |   -0.9016 |    -2.202 |
+#> |.....................|    -4.611 |    0.4288 |     1.172 |   0.06392 |
+#> |.....................|    0.8784 |   0.05830 |    0.7743 |    0.7045 |
+#> |.....................|     1.666 |    0.9748 |    0.7251 |     1.942 |
+#> |    X|     475.82399 |     91.17 |  0.004853 |    0.2887 |    0.1106 |
+#> |.....................|  0.009945 |    0.6056 |     1.172 |   0.06392 |
+#> |.....................|    0.8784 |   0.05830 |    0.7743 |    0.7045 |
+#> |.....................|     1.666 |    0.9748 |    0.7251 |     1.942 |
+#> |    F| Forward Diff. |    -7.267 |     1.279 |  0.007095 |  -0.05940 |
+#> |.....................|    0.4115 |     1.783 |    -5.114 |     3.652 |
+#> |.....................|   -0.1068 |    0.1083 |    -1.295 |   -0.9578 |
+#> |.....................|     2.682 |     2.514 |     3.014 |    -2.035 |
+#> |   18|     475.78862 |     1.005 |    -1.129 |   -0.9235 |   -0.9397 |
+#> |.....................|   -0.9985 |   -0.9512 |  -0.04657 |   -0.6892 |
+#> |.....................|   -0.7580 |   -0.8804 |   -0.8168 |    -1.093 |
+#> |.....................|   -0.4611 |   -0.8527 |    -1.036 |   -0.2661 |
+#> |    U|     475.78862 |     91.41 |    -5.329 |   -0.9016 |    -2.202 |
+#> |.....................|    -4.611 |    0.4283 |     1.174 |   0.06384 |
+#> |.....................|    0.8784 |   0.05830 |    0.7749 |    0.7045 |
+#> |.....................|     1.664 |    0.9739 |    0.7236 |     1.943 |
+#> |    X|     475.78862 |     91.41 |  0.004849 |    0.2887 |    0.1106 |
+#> |.....................|  0.009942 |    0.6055 |     1.174 |   0.06384 |
+#> |.....................|    0.8784 |   0.05830 |    0.7749 |    0.7045 |
+#> |.....................|     1.664 |    0.9739 |    0.7236 |     1.943 |
+#> |    F| Forward Diff. |     13.19 |     1.292 |    0.3498 |  -0.09321 |
+#> |.....................|    0.4023 |     1.703 |    -5.372 |     3.699 |
+#> |.....................|   -0.1234 |   0.05429 |    -1.241 |   -0.7588 |
+#> |.....................|     4.815 |     2.436 |     2.783 |    -2.083 |
+#> |   19|     475.73531 |     1.002 |    -1.130 |   -0.9236 |   -0.9397 |
+#> |.....................|   -0.9987 |   -0.9524 |  -0.04361 |   -0.6921 |
+#> |.....................|   -0.7582 |   -0.8806 |   -0.8159 |    -1.094 |
+#> |.....................|   -0.4630 |   -0.8531 |    -1.037 |   -0.2646 |
+#> |    U|     475.73531 |     91.21 |    -5.330 |   -0.9018 |    -2.202 |
+#> |.....................|    -4.611 |    0.4278 |     1.175 |   0.06376 |
+#> |.....................|    0.8783 |   0.05829 |    0.7756 |    0.7041 |
+#> |.....................|     1.662 |    0.9735 |    0.7222 |     1.945 |
+#> |    X|     475.73531 |     91.21 |  0.004845 |    0.2887 |    0.1106 |
+#> |.....................|  0.009940 |    0.6053 |     1.175 |   0.06376 |
+#> |.....................|    0.8783 |   0.05829 |    0.7756 |    0.7041 |
+#> |.....................|     1.662 |    0.9735 |    0.7222 |     1.945 |
+#> |    F| Forward Diff. |    -3.312 |     1.277 |   0.06663 |  -0.06695 |
+#> |.....................|    0.4102 |     1.736 |    -5.095 |     3.555 |
+#> |.....................|  -0.08175 |   0.08515 |    -1.253 |   -0.9364 |
+#> |.....................|     4.836 |     2.452 |     2.739 |    -2.058 |
+#> |   20|     475.69941 |     1.004 |    -1.131 |   -0.9237 |   -0.9396 |
+#> |.....................|   -0.9990 |   -0.9534 |  -0.04063 |   -0.6942 |
+#> |.....................|   -0.7581 |   -0.8807 |   -0.8151 |    -1.093 |
+#> |.....................|   -0.4658 |   -0.8545 |    -1.039 |   -0.2634 |
+#> |    U|     475.69941 |     91.39 |    -5.331 |   -0.9018 |    -2.202 |
+#> |.....................|    -4.611 |    0.4273 |     1.176 |   0.06370 |
+#> |.....................|    0.8783 |   0.05829 |    0.7761 |    0.7046 |
+#> |.....................|     1.658 |    0.9722 |    0.7208 |     1.947 |
+#> |    X|     475.69941 |     91.39 |  0.004841 |    0.2887 |    0.1106 |
+#> |.....................|  0.009937 |    0.6052 |     1.176 |   0.06370 |
+#> |.....................|    0.8783 |   0.05829 |    0.7761 |    0.7046 |
+#> |.....................|     1.658 |    0.9722 |    0.7208 |     1.947 |
+#> |    F| Forward Diff. |     11.57 |     1.287 |    0.3079 |  -0.08979 |
+#> |.....................|    0.4039 |     1.674 |    -5.153 |     3.653 |
+#> |.....................|  -0.06063 |   0.04440 |    -1.200 |   -0.7646 |
+#> |.....................|     2.452 |     2.339 |     2.552 |    -2.095 |
+#> |   21|     475.66307 |     1.001 |    -1.131 |   -0.9238 |   -0.9396 |
+#> |.....................|   -0.9992 |   -0.9545 |  -0.03780 |   -0.6969 |
+#> |.....................|   -0.7583 |   -0.8808 |   -0.8143 |    -1.094 |
+#> |.....................|   -0.4671 |   -0.8550 |    -1.041 |   -0.2620 |
+#> |    U|     475.66307 |     91.11 |    -5.331 |   -0.9019 |    -2.202 |
+#> |.....................|    -4.612 |    0.4268 |     1.177 |   0.06362 |
+#> |.....................|    0.8783 |   0.05829 |    0.7767 |    0.7044 |
+#> |.....................|     1.657 |    0.9717 |    0.7195 |     1.948 |
+#> |    X|     475.66307 |     91.11 |  0.004837 |    0.2887 |    0.1106 |
+#> |.....................|  0.009935 |    0.6051 |     1.177 |   0.06362 |
+#> |.....................|    0.8783 |   0.05829 |    0.7767 |    0.7044 |
+#> |.....................|     1.657 |    0.9717 |    0.7195 |     1.948 |
+#> |    F| Forward Diff. |    -12.57 |     1.267 |  -0.09715 |  -0.05310 |
+#> |.....................|    0.4138 |     1.728 |    -5.558 |     3.438 |
+#> |.....................|   -0.1081 |    0.1203 |    -1.232 |    -1.053 |
+#> |.....................|     2.344 |     2.291 |     2.543 |    -2.059 |
+#> |   22|     475.61346 |     1.003 |    -1.132 |   -0.9238 |   -0.9395 |
+#> |.....................|   -0.9995 |   -0.9557 |  -0.03467 |   -0.6999 |
+#> |.....................|   -0.7585 |   -0.8810 |   -0.8134 |    -1.094 |
+#> |.....................|   -0.4680 |   -0.8550 |    -1.042 |   -0.2607 |
+#> |    U|     475.61346 |     91.32 |    -5.332 |   -0.9020 |    -2.202 |
+#> |.....................|    -4.612 |    0.4262 |     1.179 |   0.06353 |
+#> |.....................|    0.8782 |   0.05828 |    0.7774 |    0.7040 |
+#> |.....................|     1.656 |    0.9717 |    0.7181 |     1.950 |
+#> |    X|     475.61346 |     91.32 |  0.004833 |    0.2886 |    0.1106 |
+#> |.....................|  0.009932 |    0.6050 |     1.179 |   0.06353 |
+#> |.....................|    0.8782 |   0.05828 |    0.7774 |    0.7040 |
+#> |.....................|     1.656 |    0.9717 |    0.7181 |     1.950 |
+#> |    F| Forward Diff. |     5.192 |     1.277 |    0.1967 |  -0.08157 |
+#> |.....................|    0.4060 |     1.656 |    -5.231 |     3.627 |
+#> |.....................|   -0.1038 |   0.05786 |    -1.199 |   -0.8859 |
+#> |.....................|     2.283 |     2.293 |     2.331 |    -2.101 |
+#> |   23|     475.58436 |     1.001 |    -1.133 |   -0.9239 |   -0.9395 |
+#> |.....................|   -0.9998 |   -0.9568 |  -0.03140 |   -0.7025 |
+#> |.....................|   -0.7585 |   -0.8810 |   -0.8126 |    -1.094 |
+#> |.....................|   -0.4692 |   -0.8560 |    -1.044 |   -0.2594 |
+#> |    U|     475.58436 |     91.09 |    -5.333 |   -0.9021 |    -2.202 |
+#> |.....................|    -4.612 |    0.4257 |     1.180 |   0.06346 |
+#> |.....................|    0.8782 |   0.05828 |    0.7780 |    0.7043 |
+#> |.....................|     1.654 |    0.9707 |    0.7167 |     1.952 |
+#> |    X|     475.58436 |     91.09 |  0.004829 |    0.2886 |    0.1106 |
+#> |.....................|  0.009929 |    0.6049 |     1.180 |   0.06346 |
+#> |.....................|    0.8782 |   0.05828 |    0.7780 |    0.7043 |
+#> |.....................|     1.654 |    0.9707 |    0.7167 |     1.952 |
+#> |    F| Forward Diff. |    -14.46 |     1.261 |   -0.1306 |  -0.05131 |
+#> |.....................|    0.4140 |     1.696 |    -5.518 |     3.404 |
+#> |.....................|   -0.1407 |    0.1181 |    -1.199 |    -1.071 |
+#> |.....................|     2.272 |     2.212 |     2.296 |    -2.075 |
+#> |   24|     475.53229 |     1.003 |    -1.134 |   -0.9240 |   -0.9394 |
+#> |.....................|    -1.000 |   -0.9581 |  -0.02828 |   -0.7055 |
+#> |.....................|   -0.7587 |   -0.8812 |   -0.8117 |    -1.094 |
+#> |.....................|   -0.4701 |   -0.8560 |    -1.045 |   -0.2580 |
+#> |    U|     475.53229 |     91.31 |    -5.334 |   -0.9021 |    -2.202 |
+#> |.....................|    -4.613 |    0.4251 |     1.181 |   0.06337 |
+#> |.....................|    0.8781 |   0.05828 |    0.7786 |    0.7039 |
+#> |.....................|     1.653 |    0.9708 |    0.7153 |     1.953 |
+#> |    X|     475.53229 |     91.31 |  0.004824 |    0.2886 |    0.1106 |
+#> |.....................|  0.009926 |    0.6047 |     1.181 |   0.06337 |
+#> |.....................|    0.8781 |   0.05828 |    0.7786 |    0.7039 |
+#> |.....................|     1.653 |    0.9708 |    0.7153 |     1.953 |
+#> |    F| Forward Diff. |     4.355 |     1.271 |    0.1786 |  -0.08149 |
+#> |.....................|    0.4055 |     1.621 |    -5.117 |     3.557 |
+#> |.....................|   -0.1060 |   0.04285 |   -0.9518 |    -2.902 |
+#> |.....................|     4.469 |     2.204 |     2.093 |    -2.115 |
+#> |   25|     475.50379 |     1.001 |    -1.135 |   -0.9241 |   -0.9394 |
+#> |.....................|    -1.000 |   -0.9591 |  -0.02533 |   -0.7076 |
+#> |.....................|   -0.7587 |   -0.8812 |   -0.8111 |    -1.093 |
+#> |.....................|   -0.4726 |   -0.8571 |    -1.047 |   -0.2568 |
+#> |    U|     475.50379 |     91.10 |    -5.335 |   -0.9022 |    -2.202 |
+#> |.....................|    -4.613 |    0.4247 |     1.182 |   0.06331 |
+#> |.....................|    0.8781 |   0.05828 |    0.7790 |    0.7053 |
+#> |.....................|     1.650 |    0.9697 |    0.7143 |     1.955 |
+#> |    X|     475.50379 |     91.10 |  0.004820 |    0.2886 |    0.1106 |
+#> |.....................|  0.009924 |    0.6046 |     1.182 |   0.06331 |
+#> |.....................|    0.8781 |   0.05828 |    0.7790 |    0.7053 |
+#> |.....................|     1.650 |    0.9697 |    0.7143 |     1.955 |
+#> |    F| Forward Diff. |    -13.73 |     1.259 |   -0.1294 |  -0.05234 |
+#> |.....................|    0.4131 |     1.659 |    -5.626 |     3.356 |
+#> |.....................|   -0.1179 |    0.1182 |    -1.163 |   -0.9759 |
+#> |.....................|     2.282 |     2.162 |     2.085 |    -2.085 |
+#> |   26|     475.45890 |     1.004 |    -1.136 |   -0.9240 |   -0.9393 |
+#> |.....................|    -1.001 |   -0.9602 |  -0.02221 |   -0.7103 |
+#> |.....................|   -0.7588 |   -0.8813 |   -0.8104 |    -1.092 |
+#> |.....................|   -0.4738 |   -0.8571 |    -1.048 |   -0.2555 |
+#> |    U|      475.4589 |     91.37 |    -5.336 |   -0.9021 |    -2.202 |
+#> |.....................|    -4.613 |    0.4242 |     1.184 |   0.06323 |
+#> |.....................|    0.8781 |   0.05827 |    0.7796 |    0.7056 |
+#> |.....................|     1.649 |    0.9697 |    0.7132 |     1.956 |
+#> |    X|      475.4589 |     91.37 |  0.004816 |    0.2886 |    0.1106 |
+#> |.....................|  0.009921 |    0.6045 |     1.184 |   0.06323 |
+#> |.....................|    0.8781 |   0.05827 |    0.7796 |    0.7056 |
+#> |.....................|     1.649 |    0.9697 |    0.7132 |     1.956 |
+#> |    F| Forward Diff. |     9.388 |     1.275 |    0.2447 |  -0.08891 |
+#> |.....................|    0.4027 |     1.576 |    -4.598 |     3.539 |
+#> |.....................|  -0.08390 |   0.04261 |   -0.9004 |    -2.725 |
+#> |.....................|     4.305 |     2.111 |     1.882 |    -2.135 |
+#> |   27|     475.41657 |     1.002 |    -1.137 |   -0.9241 |   -0.9392 |
+#> |.....................|    -1.001 |   -0.9615 |  -0.01910 |   -0.7133 |
+#> |.....................|   -0.7590 |   -0.8814 |   -0.8097 |    -1.092 |
+#> |.....................|   -0.4754 |   -0.8571 |    -1.049 |   -0.2540 |
+#> |    U|     475.41657 |     91.17 |    -5.337 |   -0.9022 |    -2.202 |
+#> |.....................|    -4.613 |    0.4236 |     1.185 |   0.06314 |
+#> |.....................|    0.8780 |   0.05827 |    0.7801 |    0.7060 |
+#> |.....................|     1.647 |    0.9697 |    0.7121 |     1.958 |
+#> |    X|     475.41657 |     91.17 |  0.004811 |    0.2886 |    0.1106 |
+#> |.....................|  0.009918 |    0.6043 |     1.185 |   0.06314 |
+#> |.....................|    0.8780 |   0.05827 |    0.7801 |    0.7060 |
+#> |.....................|     1.647 |    0.9697 |    0.7121 |     1.958 |
+#> |    F| Forward Diff. |    -7.291 |     1.263 |  -0.02799 |  -0.06240 |
+#> |.....................|    0.4098 |     1.607 |    -5.561 |     3.409 |
+#> |.....................|   -0.1363 |   0.09124 |    -1.126 |   -0.9025 |
+#> |.....................|     4.264 |     2.123 |     1.858 |    -2.103 |
+#> |   28|     475.37603 |     1.004 |    -1.138 |   -0.9241 |   -0.9392 |
+#> |.....................|    -1.001 |   -0.9626 |  -0.01569 |   -0.7160 |
+#> |.....................|   -0.7590 |   -0.8815 |   -0.8090 |    -1.092 |
+#> |.....................|   -0.4775 |   -0.8574 |    -1.050 |   -0.2525 |
+#> |    U|     475.37603 |     91.35 |    -5.338 |   -0.9022 |    -2.202 |
+#> |.....................|    -4.614 |    0.4231 |     1.186 |   0.06307 |
+#> |.....................|    0.8780 |   0.05827 |    0.7806 |    0.7060 |
+#> |.....................|     1.645 |    0.9695 |    0.7112 |     1.960 |
+#> |    X|     475.37603 |     91.35 |  0.004807 |    0.2886 |    0.1106 |
+#> |.....................|  0.009915 |    0.6042 |     1.186 |   0.06307 |
+#> |.....................|    0.8780 |   0.05827 |    0.7806 |    0.7060 |
+#> |.....................|     1.645 |    0.9695 |    0.7112 |     1.960 |
+#> |    F| Forward Diff. |     7.976 |     1.271 |    0.2167 |  -0.08766 |
+#> |.....................|    0.4024 |     1.550 |    -5.132 |     3.516 |
+#> |.....................|  -0.09627 |   0.04106 |    -1.088 |   -0.7404 |
+#> |.....................|     4.103 |     2.126 |     1.707 |    -2.133 |
+#> |   29|     475.34297 |     1.001 |    -1.139 |   -0.9242 |   -0.9391 |
+#> |.....................|    -1.002 |   -0.9636 |  -0.01242 |   -0.7185 |
+#> |.....................|   -0.7591 |   -0.8816 |   -0.8082 |    -1.092 |
+#> |.....................|   -0.4796 |   -0.8578 |    -1.051 |   -0.2511 |
+#> |    U|     475.34297 |     91.13 |    -5.339 |   -0.9023 |    -2.201 |
+#> |.....................|    -4.614 |    0.4226 |     1.188 |   0.06299 |
+#> |.....................|    0.8779 |   0.05826 |    0.7812 |    0.7056 |
+#> |.....................|     1.642 |    0.9691 |    0.7103 |     1.962 |
+#> |    X|     475.34297 |     91.13 |  0.004803 |    0.2886 |    0.1106 |
+#> |.....................|  0.009912 |    0.6041 |     1.188 |   0.06299 |
+#> |.....................|    0.8779 |   0.05826 |    0.7812 |    0.7056 |
+#> |.....................|     1.642 |    0.9691 |    0.7103 |     1.962 |
+#> |    F| Forward Diff. |    -11.69 |     1.251 |  -0.09758 |  -0.05188 |
+#> |.....................|    0.4100 |     1.596 |    -5.544 |     3.338 |
+#> |.....................|   -0.1288 |   0.09302 |    -1.103 |   -0.9943 |
+#> |.....................|     4.044 |     2.113 |     1.726 |    -2.096 |
+#> |   30|     475.29763 |     1.004 |    -1.140 |   -0.9242 |   -0.9391 |
+#> |.....................|    -1.002 |   -0.9647 | -0.009016 |   -0.7212 |
+#> |.....................|   -0.7592 |   -0.8817 |   -0.8074 |    -1.093 |
+#> |.....................|   -0.4815 |   -0.8578 |    -1.052 |   -0.2496 |
+#> |    U|     475.29763 |     91.33 |    -5.340 |   -0.9023 |    -2.201 |
+#> |.....................|    -4.614 |    0.4221 |     1.189 |   0.06292 |
+#> |.....................|    0.8779 |   0.05826 |    0.7818 |    0.7049 |
+#> |.....................|     1.640 |    0.9691 |    0.7096 |     1.964 |
+#> |    X|     475.29763 |     91.33 |  0.004798 |    0.2886 |    0.1106 |
+#> |.....................|  0.009909 |    0.6040 |     1.189 |   0.06292 |
+#> |.....................|    0.8779 |   0.05826 |    0.7818 |    0.7049 |
+#> |.....................|     1.640 |    0.9691 |    0.7096 |     1.964 |
+#> |    F| Forward Diff. |     5.626 |     1.261 |    0.1834 |  -0.08674 |
+#> |.....................|    0.4019 |     1.535 |    -5.612 |     3.466 |
+#> |.....................|   -0.1091 |   0.03444 |    -1.082 |   -0.8814 |
+#> |.....................|     3.882 |     2.084 |     1.576 |    -2.128 |
+#> |   31|     475.26968 |     1.001 |    -1.140 |   -0.9243 |   -0.9390 |
+#> |.....................|    -1.002 |   -0.9656 | -0.005554 |   -0.7235 |
+#> |.....................|   -0.7592 |   -0.8818 |   -0.8067 |    -1.093 |
+#> |.....................|   -0.4837 |   -0.8585 |    -1.053 |   -0.2482 |
+#> |    U|     475.26968 |     91.11 |    -5.340 |   -0.9024 |    -2.201 |
+#> |.....................|    -4.615 |    0.4217 |     1.191 |   0.06285 |
+#> |.....................|    0.8779 |   0.05826 |    0.7823 |    0.7049 |
+#> |.....................|     1.637 |    0.9684 |    0.7088 |     1.965 |
+#> |    X|     475.26968 |     91.11 |  0.004794 |    0.2886 |    0.1106 |
+#> |.....................|  0.009907 |    0.6039 |     1.191 |   0.06285 |
+#> |.....................|    0.8779 |   0.05826 |    0.7823 |    0.7049 |
+#> |.....................|     1.637 |    0.9684 |    0.7088 |     1.965 |
+#> |    F| Forward Diff. |    -13.71 |     1.246 |   -0.1255 |  -0.05322 |
+#> |.....................|    0.4099 |     1.581 |    -5.546 |     3.317 |
+#> |.....................|   -0.1509 |    0.1096 |   -0.8594 |    -3.000 |
+#> |.....................|     3.990 |     2.056 |     1.604 |    -2.087 |
+#> |   32|     475.22190 |     1.004 |    -1.141 |   -0.9243 |   -0.9390 |
+#> |.....................|    -1.002 |   -0.9667 | -0.002058 |   -0.7261 |
+#> |.....................|   -0.7593 |   -0.8819 |   -0.8061 |    -1.093 |
+#> |.....................|   -0.4854 |   -0.8583 |    -1.054 |   -0.2469 |
+#> |    U|      475.2219 |     91.33 |    -5.341 |   -0.9024 |    -2.201 |
+#> |.....................|    -4.615 |    0.4212 |     1.192 |   0.06277 |
+#> |.....................|    0.8778 |   0.05826 |    0.7828 |    0.7049 |
+#> |.....................|     1.635 |    0.9686 |    0.7081 |     1.967 |
+#> |    X|      475.2219 |     91.33 |  0.004790 |    0.2886 |    0.1107 |
+#> |.....................|  0.009904 |    0.6038 |     1.192 |   0.06277 |
+#> |.....................|    0.8778 |   0.05826 |    0.7828 |    0.7049 |
+#> |.....................|     1.635 |    0.9686 |    0.7081 |     1.967 |
+#> |    F| Forward Diff. |     5.841 |     1.258 |    0.1840 |  -0.08823 |
+#> |.....................|    0.4011 |     1.514 |    -4.992 |     3.441 |
+#> |.....................|   -0.1080 |   0.03852 |    -1.043 |   -0.8514 |
+#> |.....................|     3.826 |     2.019 |     1.451 |    -2.125 |
+#> |   33|     475.19540 |     1.001 |    -1.142 |   -0.9244 |   -0.9389 |
+#> |.....................|    -1.003 |   -0.9677 |  0.001228 |   -0.7286 |
+#> |.....................|   -0.7593 |   -0.8819 |   -0.8054 |    -1.093 |
+#> |.....................|   -0.4876 |   -0.8589 |    -1.055 |   -0.2455 |
+#> |    U|      475.1954 |     91.10 |    -5.342 |   -0.9025 |    -2.201 |
+#> |.....................|    -4.615 |    0.4207 |     1.193 |   0.06270 |
+#> |.....................|    0.8778 |   0.05825 |    0.7833 |    0.7050 |
+#> |.....................|     1.633 |    0.9680 |    0.7073 |     1.969 |
+#> |    X|      475.1954 |     91.10 |  0.004786 |    0.2885 |    0.1107 |
+#> |.....................|  0.009901 |    0.6037 |     1.193 |   0.06270 |
+#> |.....................|    0.8778 |   0.05825 |    0.7833 |    0.7050 |
+#> |.....................|     1.633 |    0.9680 |    0.7073 |     1.969 |
+#> |    F| Forward Diff. |    -14.17 |     1.239 |   -0.1323 |  -0.05443 |
+#> |.....................|    0.4093 |     1.561 |    -5.475 |     3.262 |
+#> |.....................|   -0.1301 |   0.09817 |    -1.038 |    -1.045 |
+#> |.....................|     3.818 |     2.054 |     1.474 |    -2.085 |
+#> |   34|     475.14668 |     1.003 |    -1.143 |   -0.9244 |   -0.9388 |
+#> |.....................|    -1.003 |   -0.9688 |  0.004635 |   -0.7312 |
+#> |.....................|   -0.7595 |   -0.8820 |   -0.8046 |    -1.094 |
+#> |.....................|   -0.4894 |   -0.8588 |    -1.055 |   -0.2440 |
+#> |    U|     475.14668 |     91.31 |    -5.343 |   -0.9025 |    -2.201 |
+#> |.....................|    -4.615 |    0.4202 |     1.195 |   0.06262 |
+#> |.....................|    0.8778 |   0.05825 |    0.7838 |    0.7043 |
+#> |.....................|     1.631 |    0.9681 |    0.7066 |     1.970 |
+#> |    X|     475.14668 |     91.31 |  0.004781 |    0.2885 |    0.1107 |
+#> |.....................|  0.009898 |    0.6035 |     1.195 |   0.06262 |
+#> |.....................|    0.8778 |   0.05825 |    0.7838 |    0.7043 |
+#> |.....................|     1.631 |    0.9681 |    0.7066 |     1.970 |
+#> |    F| Forward Diff. |     3.838 |     1.251 |    0.1547 |  -0.08725 |
+#> |.....................|    0.4006 |     1.498 |    -4.927 |     3.416 |
+#> |.....................|   -0.1219 |   0.06473 |    -1.010 |    -2.917 |
+#> |.....................|     3.712 |     2.020 |     1.337 |    -2.117 |
+#> |   35|     475.12366 |     1.001 |    -1.144 |   -0.9245 |   -0.9388 |
+#> |.....................|    -1.003 |   -0.9698 |  0.007665 |   -0.7333 |
+#> |.....................|   -0.7594 |   -0.8821 |   -0.8040 |    -1.092 |
+#> |.....................|   -0.4916 |   -0.8600 |    -1.056 |   -0.2427 |
+#> |    U|     475.12366 |     91.10 |    -5.344 |   -0.9025 |    -2.201 |
+#> |.....................|    -4.616 |    0.4198 |     1.196 |   0.06256 |
+#> |.....................|    0.8778 |   0.05825 |    0.7843 |    0.7059 |
+#> |.....................|     1.628 |    0.9669 |    0.7059 |     1.972 |
+#> |    X|     475.12366 |     91.10 |  0.004777 |    0.2885 |    0.1107 |
+#> |.....................|  0.009896 |    0.6034 |     1.196 |   0.06256 |
+#> |.....................|    0.8778 |   0.05825 |    0.7843 |    0.7059 |
+#> |.....................|     1.628 |    0.9669 |    0.7059 |     1.972 |
+#> |    F| Forward Diff. |    -14.75 |     1.239 |   -0.1466 |  -0.05465 |
+#> |.....................|    0.4082 |     1.541 |    -5.471 |     3.270 |
+#> |.....................|   -0.1342 |   0.09829 |    -1.014 |    -1.026 |
+#> |.....................|     3.624 |     1.932 |     1.359 |    -2.081 |
+#> |   36|     475.07465 |     1.004 |    -1.145 |   -0.9245 |   -0.9387 |
+#> |.....................|    -1.003 |   -0.9709 |   0.01108 |   -0.7360 |
+#> |.....................|   -0.7595 |   -0.8821 |   -0.8033 |    -1.092 |
+#> |.....................|   -0.4933 |   -0.8597 |    -1.057 |   -0.2414 |
+#> |    U|     475.07465 |     91.33 |    -5.345 |   -0.9025 |    -2.201 |
+#> |.....................|    -4.616 |    0.4193 |     1.198 |   0.06248 |
+#> |.....................|    0.8778 |   0.05825 |    0.7848 |    0.7058 |
+#> |.....................|     1.626 |    0.9672 |    0.7053 |     1.974 |
+#> |    X|     475.07465 |     91.33 |  0.004773 |    0.2885 |    0.1107 |
+#> |.....................|  0.009893 |    0.6033 |     1.198 |   0.06248 |
+#> |.....................|    0.8778 |   0.05825 |    0.7848 |    0.7058 |
+#> |.....................|     1.626 |    0.9672 |    0.7053 |     1.974 |
+#> |    F| Forward Diff. |     5.021 |     1.249 |    0.1599 |  -0.08992 |
+#> |.....................|    0.3985 |     1.471 |    -4.995 |     3.410 |
+#> |.....................|   -0.1196 |   0.03779 |   -0.9990 |    -2.873 |
+#> |.....................|     3.497 |     1.906 |     1.211 |    -2.119 |
+#> |   37|     475.04940 |     1.001 |    -1.146 |   -0.9245 |   -0.9386 |
+#> |.....................|    -1.004 |   -0.9719 |   0.01438 |   -0.7384 |
+#> |.....................|   -0.7594 |   -0.8822 |   -0.8026 |    -1.091 |
+#> |.....................|   -0.4953 |   -0.8604 |    -1.058 |   -0.2400 |
+#> |    U|      475.0494 |     91.11 |    -5.346 |   -0.9026 |    -2.201 |
+#> |.....................|    -4.616 |    0.4188 |     1.199 |   0.06242 |
+#> |.....................|    0.8778 |   0.05825 |    0.7853 |    0.7070 |
+#> |.....................|     1.623 |    0.9666 |    0.7046 |     1.975 |
+#> |    X|      475.0494 |     91.11 |  0.004769 |    0.2885 |    0.1107 |
+#> |.....................|  0.009890 |    0.6032 |     1.199 |   0.06242 |
+#> |.....................|    0.8778 |   0.05825 |    0.7853 |    0.7070 |
+#> |.....................|     1.623 |    0.9666 |    0.7046 |     1.975 |
+#> |    F| Forward Diff. |    -14.15 |     1.235 |   -0.1370 |  -0.05688 |
+#> |.....................|    0.4085 |     1.517 |    -5.494 |     3.160 |
+#> |.....................|   -0.1583 |    0.1112 |   -0.7821 |    -2.927 |
+#> |.....................|     3.432 |     1.909 |     1.245 |    -2.084 |
+#> |   38|     475.00092 |     1.004 |    -1.147 |   -0.9245 |   -0.9386 |
+#> |.....................|    -1.004 |   -0.9731 |   0.01792 |   -0.7411 |
+#> |.....................|   -0.7595 |   -0.8822 |   -0.8020 |    -1.090 |
+#> |.....................|   -0.4968 |   -0.8598 |    -1.059 |   -0.2387 |
+#> |    U|     475.00092 |     91.32 |    -5.347 |   -0.9025 |    -2.201 |
+#> |.....................|    -4.617 |    0.4182 |     1.200 |   0.06234 |
+#> |.....................|    0.8778 |   0.05825 |    0.7857 |    0.7077 |
+#> |.....................|     1.622 |    0.9671 |    0.7039 |     1.977 |
+#> |    X|     475.00092 |     91.32 |  0.004764 |    0.2885 |    0.1107 |
+#> |.....................|  0.009887 |    0.6031 |     1.200 |   0.06234 |
+#> |.....................|    0.8778 |   0.05825 |    0.7857 |    0.7077 |
+#> |.....................|     1.622 |    0.9671 |    0.7039 |     1.977 |
+#> |    F| Forward Diff. |     4.379 |     1.249 |    0.1419 |  -0.08698 |
+#> |.....................|    0.3989 |     1.449 |    -4.966 |     3.395 |
+#> |.....................|   -0.1055 |   0.03295 |   -0.9696 |   -0.7580 |
+#> |.....................|     3.283 |     1.918 |     1.096 |    -2.115 |
+#> |   39|     474.98492 |     1.001 |    -1.147 |   -0.9246 |   -0.9385 |
+#> |.....................|    -1.004 |   -0.9740 |   0.02115 |   -0.7433 |
+#> |.....................|   -0.7595 |   -0.8822 |   -0.8014 |    -1.089 |
+#> |.....................|   -0.4989 |   -0.8610 |    -1.059 |   -0.2373 |
+#> |    U|     474.98492 |     91.07 |    -5.347 |   -0.9026 |    -2.201 |
+#> |.....................|    -4.617 |    0.4178 |     1.202 |   0.06227 |
+#> |.....................|    0.8778 |   0.05825 |    0.7862 |    0.7081 |
+#> |.....................|     1.619 |    0.9660 |    0.7033 |     1.978 |
+#> |    X|     474.98492 |     91.07 |  0.004760 |    0.2885 |    0.1107 |
+#> |.....................|  0.009884 |    0.6030 |     1.202 |   0.06227 |
+#> |.....................|    0.8778 |   0.05825 |    0.7862 |    0.7081 |
+#> |.....................|     1.619 |    0.9660 |    0.7033 |     1.978 |
+#> |    F| Forward Diff. |    -17.65 |     1.231 |   -0.1920 |  -0.05242 |
+#> |.....................|    0.4084 |     1.504 |    -5.397 |     3.171 |
+#> |.....................|   -0.1354 |    0.1061 |   -0.9468 |   -0.9144 |
+#> |.....................|     1.271 |     1.859 |     1.156 |    -2.067 |
+#> |   40|     474.93249 |     1.004 |    -1.148 |   -0.9245 |   -0.9384 |
+#> |.....................|    -1.005 |   -0.9752 |   0.02452 |   -0.7460 |
+#> |.....................|   -0.7596 |   -0.8823 |   -0.8007 |    -1.090 |
+#> |.....................|   -0.5000 |   -0.8607 |    -1.060 |   -0.2361 |
+#> |    U|     474.93249 |     91.32 |    -5.348 |   -0.9026 |    -2.201 |
+#> |.....................|    -4.617 |    0.4173 |     1.203 |   0.06220 |
+#> |.....................|    0.8778 |   0.05824 |    0.7867 |    0.7073 |
+#> |.....................|     1.618 |    0.9663 |    0.7027 |     1.980 |
+#> |    X|     474.93249 |     91.32 |  0.004755 |    0.2885 |    0.1107 |
+#> |.....................|  0.009881 |    0.6028 |     1.203 |   0.06220 |
+#> |.....................|    0.8778 |   0.05824 |    0.7867 |    0.7073 |
+#> |.....................|     1.618 |    0.9663 |    0.7027 |     1.980 |
+#> |    F| Forward Diff. |     4.492 |     1.243 |    0.1448 |  -0.09052 |
+#> |.....................|    0.3963 |     1.427 |    -4.973 |     3.376 |
+#> |.....................|  -0.06414 |   0.02300 |   -0.7344 |    -2.787 |
+#> |.....................|     3.083 |     1.834 |    0.9813 |    -2.110 |
+#> |   41|     474.90355 |     1.001 |    -1.149 |   -0.9246 |   -0.9383 |
+#> |.....................|    -1.005 |   -0.9763 |   0.02806 |   -0.7486 |
+#> |.....................|   -0.7596 |   -0.8823 |   -0.8002 |    -1.089 |
+#> |.....................|   -0.5018 |   -0.8611 |    -1.061 |   -0.2347 |
+#> |    U|     474.90355 |     91.13 |    -5.349 |   -0.9026 |    -2.201 |
+#> |.....................|    -4.617 |    0.4168 |     1.205 |   0.06212 |
+#> |.....................|    0.8777 |   0.05824 |    0.7870 |    0.7084 |
+#> |.....................|     1.616 |    0.9659 |    0.7020 |     1.982 |
+#> |    X|     474.90355 |     91.13 |  0.004751 |    0.2885 |    0.1107 |
+#> |.....................|  0.009878 |    0.6027 |     1.205 |   0.06212 |
+#> |.....................|    0.8777 |   0.05824 |    0.7870 |    0.7084 |
+#> |.....................|     1.616 |    0.9659 |    0.7020 |     1.982 |
+#> |    F| Forward Diff. |    -12.15 |     1.229 |   -0.1075 |  -0.06320 |
+#> |.....................|    0.4033 |     1.463 |    -5.606 |     3.135 |
+#> |.....................|   -0.1416 |   0.07801 |   -0.9461 |    -2.867 |
+#> |.....................|     3.063 |     1.817 |     1.008 |    -2.075 |
+#> |   42|     474.85832 |     1.003 |    -1.150 |   -0.9245 |   -0.9383 |
+#> |.....................|    -1.005 |   -0.9775 |   0.03184 |   -0.7513 |
+#> |.....................|   -0.7597 |   -0.8823 |   -0.7996 |    -1.089 |
+#> |.....................|   -0.5032 |   -0.8605 |    -1.061 |   -0.2334 |
+#> |    U|     474.85832 |     91.32 |    -5.350 |   -0.9026 |    -2.201 |
+#> |.....................|    -4.618 |    0.4162 |     1.206 |   0.06204 |
+#> |.....................|    0.8777 |   0.05824 |    0.7875 |    0.7089 |
+#> |.....................|     1.614 |    0.9665 |    0.7015 |     1.983 |
+#> |    X|     474.85832 |     91.32 |  0.004746 |    0.2885 |    0.1107 |
+#> |.....................|  0.009875 |    0.6026 |     1.206 |   0.06204 |
+#> |.....................|    0.8777 |   0.05824 |    0.7875 |    0.7089 |
+#> |.....................|     1.614 |    0.9665 |    0.7015 |     1.983 |
+#> |    F| Forward Diff. |     3.689 |     1.242 |    0.1265 |  -0.09001 |
+#> |.....................|    0.3949 |     1.405 |    -5.495 |     3.344 |
+#> |.....................|   -0.1166 |   0.02645 |   -0.9105 |   -0.7126 |
+#> |.....................|     2.952 |     1.861 |    0.8779 |    -2.102 |
+#> |   43|     474.83791 |     1.001 |    -1.151 |   -0.9246 |   -0.9382 |
+#> |.....................|    -1.006 |   -0.9784 |   0.03545 |   -0.7535 |
+#> |.....................|   -0.7596 |   -0.8823 |   -0.7990 |    -1.088 |
+#> |.....................|   -0.5052 |   -0.8617 |    -1.062 |   -0.2320 |
+#> |    U|     474.83791 |     91.10 |    -5.351 |   -0.9027 |    -2.201 |
+#> |.....................|    -4.618 |    0.4158 |     1.208 |   0.06198 |
+#> |.....................|    0.8777 |   0.05824 |    0.7879 |    0.7094 |
+#> |.....................|     1.612 |    0.9653 |    0.7010 |     1.985 |
+#> |    X|     474.83791 |     91.10 |  0.004742 |    0.2885 |    0.1107 |
+#> |.....................|  0.009872 |    0.6025 |     1.208 |   0.06198 |
+#> |.....................|    0.8777 |   0.05824 |    0.7879 |    0.7094 |
+#> |.....................|     1.612 |    0.9653 |    0.7010 |     1.985 |
+#> |    F| Forward Diff. |    -15.77 |     1.225 |   -0.1616 |  -0.05944 |
+#> |.....................|    0.4032 |     1.455 |    -5.461 |     3.071 |
+#> |.....................|   -0.1419 |   0.08593 |   -0.9091 |   -0.8855 |
+#> |.....................|     2.951 |     1.791 |    0.9091 |    -2.062 |
+#> |   44|     474.78971 |     1.004 |    -1.152 |   -0.9246 |   -0.9381 |
+#> |.....................|    -1.006 |   -0.9794 |   0.03911 |   -0.7559 |
+#> |.....................|   -0.7597 |   -0.8824 |   -0.7984 |    -1.089 |
+#> |.....................|   -0.5068 |   -0.8614 |    -1.062 |   -0.2307 |
+#> |    U|     474.78971 |     91.33 |    -5.352 |   -0.9026 |    -2.200 |
+#> |.....................|    -4.618 |    0.4153 |     1.209 |   0.06191 |
+#> |.....................|    0.8777 |   0.05824 |    0.7883 |    0.7086 |
+#> |.....................|     1.610 |    0.9656 |    0.7006 |     1.986 |
+#> |    X|     474.78971 |     91.33 |  0.004738 |    0.2885 |    0.1107 |
+#> |.....................|  0.009869 |    0.6024 |     1.209 |   0.06191 |
+#> |.....................|    0.8777 |   0.05824 |    0.7883 |    0.7086 |
+#> |.....................|     1.610 |    0.9656 |    0.7006 |     1.986 |
+#> |    F| Forward Diff. |     4.398 |     1.237 |    0.1402 |  -0.09195 |
+#> |.....................|    0.3940 |     1.388 |    -4.885 |     3.322 |
+#> |.....................|   -0.1374 |   0.01792 |   -0.6865 |    -2.709 |
+#> |.....................|     2.810 |     1.778 |    0.8100 |    -2.095 |
+#> |   45|     474.76763 |     1.001 |    -1.153 |   -0.9247 |   -0.9380 |
+#> |.....................|    -1.006 |   -0.9804 |   0.04256 |   -0.7584 |
+#> |.....................|   -0.7597 |   -0.8824 |   -0.7979 |    -1.088 |
+#> |.....................|   -0.5086 |   -0.8621 |    -1.063 |   -0.2293 |
+#> |    U|     474.76763 |     91.11 |    -5.353 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.619 |    0.4149 |     1.211 |   0.06184 |
+#> |.....................|    0.8777 |   0.05824 |    0.7887 |    0.7097 |
+#> |.....................|     1.608 |    0.9650 |    0.7001 |     1.988 |
+#> |    X|     474.76763 |     91.11 |  0.004734 |    0.2885 |    0.1108 |
+#> |.....................|  0.009867 |    0.6023 |     1.211 |   0.06184 |
+#> |.....................|    0.8777 |   0.05824 |    0.7887 |    0.7097 |
+#> |.....................|     1.608 |    0.9650 |    0.7001 |     1.988 |
+#> |    F| Forward Diff. |    -14.92 |     1.222 |   -0.1466 |  -0.06186 |
+#> |.....................|    0.4014 |     1.433 |    -4.989 |     3.157 |
+#> |.....................|   -0.1326 |   0.08284 |   -0.6789 |    -2.803 |
+#> |.....................|     2.814 |     1.775 |    0.8327 |    -2.053 |
+#> |   46|     474.71973 |     1.004 |    -1.154 |   -0.9246 |   -0.9379 |
+#> |.....................|    -1.006 |   -0.9816 |   0.04617 |   -0.7611 |
+#> |.....................|   -0.7597 |   -0.8824 |   -0.7975 |    -1.087 |
+#> |.....................|   -0.5100 |   -0.8614 |    -1.064 |   -0.2281 |
+#> |    U|     474.71973 |     91.32 |    -5.354 |   -0.9026 |    -2.200 |
+#> |.....................|    -4.619 |    0.4143 |     1.212 |   0.06176 |
+#> |.....................|    0.8777 |   0.05824 |    0.7890 |    0.7100 |
+#> |.....................|     1.606 |    0.9656 |    0.6996 |     1.990 |
+#> |    X|     474.71973 |     91.32 |  0.004729 |    0.2885 |    0.1108 |
+#> |.....................|  0.009863 |    0.6021 |     1.212 |   0.06176 |
+#> |.....................|    0.8777 |   0.05824 |    0.7890 |    0.7100 |
+#> |.....................|     1.606 |    0.9656 |    0.6996 |     1.990 |
+#> |    F| Forward Diff. |     4.021 |     1.236 |    0.1299 |  -0.09158 |
+#> |.....................|    0.3929 |     1.368 |    -4.925 |     3.331 |
+#> |.....................|  -0.07142 |   0.08893 |   -0.6522 |    -2.634 |
+#> |.....................|     2.639 |     1.780 |    0.7273 |    -2.085 |
+#> |   47|     474.70040 |     1.001 |    -1.155 |   -0.9247 |   -0.9379 |
+#> |.....................|    -1.007 |   -0.9826 |   0.04954 |   -0.7634 |
+#> |.....................|   -0.7597 |   -0.8825 |   -0.7971 |    -1.086 |
+#> |.....................|   -0.5117 |   -0.8624 |    -1.064 |   -0.2267 |
+#> |    U|      474.7004 |     91.10 |    -5.355 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.619 |    0.4139 |     1.214 |   0.06169 |
+#> |.....................|    0.8777 |   0.05824 |    0.7893 |    0.7114 |
+#> |.....................|     1.604 |    0.9647 |    0.6992 |     1.991 |
+#> |    X|      474.7004 |     91.10 |  0.004724 |    0.2885 |    0.1108 |
+#> |.....................|  0.009861 |    0.6020 |     1.214 |   0.06169 |
+#> |.....................|    0.8777 |   0.05824 |    0.7893 |    0.7114 |
+#> |.....................|     1.604 |    0.9647 |    0.6992 |     1.991 |
+#> |    F| Forward Diff. |    -15.76 |     1.220 |   -0.1617 |  -0.06091 |
+#> |.....................|    0.4007 |     1.415 |    -5.116 |     3.166 |
+#> |.....................|   -0.1298 |   0.07714 |   -0.6701 |    -2.700 |
+#> |.....................|     2.670 |     1.748 |    0.7590 |    -2.043 |
+#> |   48|     474.65116 |     1.003 |    -1.156 |   -0.9246 |   -0.9378 |
+#> |.....................|    -1.007 |   -0.9837 |   0.05321 |   -0.7662 |
+#> |.....................|   -0.7598 |   -0.8825 |   -0.7967 |    -1.086 |
+#> |.....................|   -0.5130 |   -0.8617 |    -1.065 |   -0.2255 |
+#> |    U|     474.65116 |     91.32 |    -5.356 |   -0.9026 |    -2.200 |
+#> |.....................|    -4.620 |    0.4134 |     1.215 |   0.06161 |
+#> |.....................|    0.8777 |   0.05824 |    0.7896 |    0.7116 |
+#> |.....................|     1.603 |    0.9653 |    0.6987 |     1.993 |
+#> |    X|     474.65116 |     91.32 |  0.004720 |    0.2885 |    0.1108 |
+#> |.....................|  0.009857 |    0.6019 |     1.215 |   0.06161 |
+#> |.....................|    0.8777 |   0.05824 |    0.7896 |    0.7116 |
+#> |.....................|     1.603 |    0.9653 |    0.6987 |     1.993 |
+#> |    F| Forward Diff. |     3.462 |     1.239 |    0.1107 |  -0.09136 |
+#> |.....................|    0.3915 |     1.348 |    -5.441 |     3.268 |
+#> |.....................|   -0.1113 |   0.02510 |   -0.6252 |    -2.485 |
+#> |.....................|     2.647 |     1.796 |    0.6587 |    -2.076 |
+#> |   49|     474.63065 |     1.001 |    -1.157 |   -0.9247 |   -0.9377 |
+#> |.....................|    -1.007 |   -0.9846 |   0.05678 |   -0.7683 |
+#> |.....................|   -0.7597 |   -0.8825 |   -0.7963 |    -1.084 |
+#> |.....................|   -0.5148 |   -0.8629 |    -1.065 |   -0.2241 |
+#> |    U|     474.63065 |     91.11 |    -5.357 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.620 |    0.4129 |     1.217 |   0.06155 |
+#> |.....................|    0.8777 |   0.05824 |    0.7899 |    0.7131 |
+#> |.....................|     1.600 |    0.9642 |    0.6984 |     1.994 |
+#> |    X|     474.63065 |     91.11 |  0.004716 |    0.2885 |    0.1108 |
+#> |.....................|  0.009855 |    0.6018 |     1.217 |   0.06155 |
+#> |.....................|    0.8777 |   0.05824 |    0.7899 |    0.7131 |
+#> |.....................|     1.600 |    0.9642 |    0.6984 |     1.994 |
+#> |    F| Forward Diff. |    -14.93 |     1.220 |   -0.1531 |  -0.06288 |
+#> |.....................|    0.3983 |     1.394 |    -5.436 |     3.113 |
+#> |.....................|   -0.1458 |   0.07621 |   -0.8397 |   -0.6848 |
+#> |.....................|     2.501 |     1.690 |    0.6891 |    -2.034 |
+#> |   50|     474.58497 |     1.004 |    -1.158 |   -0.9246 |   -0.9376 |
+#> |.....................|    -1.008 |   -0.9857 |   0.06060 |   -0.7708 |
+#> |.....................|   -0.7598 |   -0.8826 |   -0.7958 |    -1.084 |
+#> |.....................|   -0.5162 |   -0.8624 |    -1.065 |   -0.2230 |
+#> |    U|     474.58497 |     91.34 |    -5.358 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.620 |    0.4125 |     1.218 |   0.06148 |
+#> |.....................|    0.8777 |   0.05824 |    0.7902 |    0.7126 |
+#> |.....................|     1.599 |    0.9647 |    0.6980 |     1.996 |
+#> |    X|     474.58497 |     91.34 |  0.004711 |    0.2885 |    0.1108 |
+#> |.....................|  0.009852 |    0.6017 |     1.218 |   0.06148 |
+#> |.....................|    0.8777 |   0.05824 |    0.7902 |    0.7126 |
+#> |.....................|     1.599 |    0.9647 |    0.6980 |     1.996 |
+#> |    F| Forward Diff. |     5.248 |     1.234 |    0.1371 |  -0.09456 |
+#> |.....................|    0.3896 |     1.328 |    -5.011 |     3.180 |
+#> |.....................|   -0.1110 |  0.004022 |   -0.8103 |   -0.4964 |
+#> |.....................|     2.349 |     1.713 |    0.5705 |    -2.061 |
+#> |   51|     474.55760 |     1.002 |    -1.159 |   -0.9247 |   -0.9376 |
+#> |.....................|    -1.008 |   -0.9867 |   0.06444 |   -0.7734 |
+#> |.....................|   -0.7598 |   -0.8826 |   -0.7952 |    -1.085 |
+#> |.....................|   -0.5178 |   -0.8626 |    -1.066 |   -0.2215 |
+#> |    U|      474.5576 |     91.15 |    -5.359 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.620 |    0.4120 |     1.220 |   0.06140 |
+#> |.....................|    0.8777 |   0.05824 |    0.7907 |    0.7122 |
+#> |.....................|     1.597 |    0.9645 |    0.6977 |     1.998 |
+#> |    X|      474.5576 |     91.15 |  0.004706 |    0.2885 |    0.1108 |
+#> |.....................|  0.009849 |    0.6016 |     1.220 |   0.06140 |
+#> |.....................|    0.8777 |   0.05824 |    0.7907 |    0.7122 |
+#> |.....................|     1.597 |    0.9645 |    0.6977 |     1.998 |
+#> |    F| Forward Diff. |    -11.86 |     1.219 |   -0.1003 |  -0.07615 |
+#> |.....................|    0.3954 |     1.369 |    -4.929 |     3.171 |
+#> |.....................|   -0.1229 |   0.06540 |   -0.8183 |   -0.7141 |
+#> |.....................|     2.360 |     1.696 |    0.6359 |    -2.032 |
+#> |   52|     474.51619 |     1.004 |    -1.160 |   -0.9246 |   -0.9375 |
+#> |.....................|    -1.008 |   -0.9878 |   0.06816 |   -0.7761 |
+#> |.....................|   -0.7599 |   -0.8826 |   -0.7946 |    -1.086 |
+#> |.....................|   -0.5193 |   -0.8622 |    -1.066 |   -0.2202 |
+#> |    U|     474.51619 |     91.33 |    -5.360 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.621 |    0.4115 |     1.221 |   0.06132 |
+#> |.....................|    0.8776 |   0.05823 |    0.7911 |    0.7113 |
+#> |.....................|     1.595 |    0.9648 |    0.6972 |     1.999 |
+#> |    X|     474.51619 |     91.33 |  0.004702 |    0.2885 |    0.1108 |
+#> |.....................|  0.009846 |    0.6014 |     1.221 |   0.06132 |
+#> |.....................|    0.8776 |   0.05823 |    0.7911 |    0.7113 |
+#> |.....................|     1.595 |    0.9648 |    0.6972 |     1.999 |
+#> |    F| Forward Diff. |     4.413 |     1.225 |    0.1371 |  -0.09620 |
+#> |.....................|    0.3880 |     1.314 |    -5.554 |     3.197 |
+#> |.....................|  -0.07604 |  0.008867 |   -0.7931 |   -0.6282 |
+#> |.....................|     2.148 |     1.715 |    0.5273 |    -2.052 |
+#> |   53|     474.48673 |     1.002 |    -1.161 |   -0.9247 |   -0.9374 |
+#> |.....................|    -1.009 |   -0.9889 |   0.07224 |   -0.7786 |
+#> |.....................|   -0.7599 |   -0.8826 |   -0.7941 |    -1.086 |
+#> |.....................|   -0.5208 |   -0.8625 |    -1.067 |   -0.2188 |
+#> |    U|     474.48673 |     91.17 |    -5.361 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.621 |    0.4110 |     1.223 |   0.06125 |
+#> |.....................|    0.8776 |   0.05823 |    0.7915 |    0.7110 |
+#> |.....................|     1.593 |    0.9645 |    0.6969 |     2.001 |
+#> |    X|     474.48673 |     91.17 |  0.004697 |    0.2885 |    0.1108 |
+#> |.....................|  0.009843 |    0.6013 |     1.223 |   0.06125 |
+#> |.....................|    0.8776 |   0.05823 |    0.7915 |    0.7110 |
+#> |.....................|     1.593 |    0.9645 |    0.6969 |     2.001 |
+#> |    F| Forward Diff. |    -10.51 |     1.211 |  -0.06554 |  -0.07429 |
+#> |.....................|    0.3932 |     1.350 |    -4.456 |     3.182 |
+#> |.....................|  -0.08901 |   0.05354 |   -0.5957 |    -2.739 |
+#> |.....................|     2.160 |     1.696 |    0.5687 |    -2.022 |
+#> |   54|     474.45218 |     1.004 |    -1.162 |   -0.9246 |   -0.9373 |
+#> |.....................|    -1.009 |   -0.9900 |   0.07590 |   -0.7814 |
+#> |.....................|   -0.7601 |   -0.8826 |   -0.7937 |    -1.086 |
+#> |.....................|   -0.5220 |   -0.8620 |    -1.067 |   -0.2177 |
+#> |    U|     474.45218 |     91.40 |    -5.362 |   -0.9027 |    -2.200 |
+#> |.....................|    -4.621 |    0.4105 |     1.224 |   0.06117 |
+#> |.....................|    0.8776 |   0.05823 |    0.7918 |    0.7111 |
+#> |.....................|     1.592 |    0.9650 |    0.6965 |     2.002 |
+#> |    X|     474.45218 |     91.40 |  0.004692 |    0.2885 |    0.1108 |
+#> |.....................|  0.009840 |    0.6012 |     1.224 |   0.06117 |
+#> |.....................|    0.8776 |   0.05823 |    0.7918 |    0.7111 |
+#> |.....................|     1.592 |    0.9650 |    0.6965 |     2.002 |
+#> |    F| Forward Diff. |     9.724 |     1.224 |    0.2009 |   -0.1069 |
+#> |.....................|    0.3834 |     1.279 |    -5.556 |     3.324 |
+#> |.....................|   -0.1101 |  -0.01912 |   -0.5638 |    -2.553 |
+#> |.....................|     2.043 |     1.731 |    0.4140 |    -2.044 |
+#> |   55|     474.41257 |     1.003 |    -1.163 |   -0.9246 |   -0.9371 |
+#> |.....................|    -1.009 |   -0.9913 |   0.07979 |   -0.7844 |
+#> |.....................|   -0.7601 |   -0.8825 |   -0.7935 |    -1.085 |
+#> |.....................|   -0.5231 |   -0.8612 |    -1.068 |   -0.2167 |
+#> |    U|     474.41257 |     91.25 |    -5.363 |   -0.9026 |    -2.199 |
+#> |.....................|    -4.622 |    0.4099 |     1.226 |   0.06108 |
+#> |.....................|    0.8775 |   0.05824 |    0.7919 |    0.7118 |
+#> |.....................|     1.591 |    0.9658 |    0.6961 |     2.004 |
+#> |    X|     474.41257 |     91.25 |  0.004687 |    0.2885 |    0.1109 |
+#> |.....................|  0.009836 |    0.6011 |     1.226 |   0.06108 |
+#> |.....................|    0.8775 |   0.05824 |    0.7919 |    0.7118 |
+#> |.....................|     1.591 |    0.9658 |    0.6961 |     2.004 |
+#> |    F| Forward Diff. |    -3.208 |     1.213 |   0.03978 |  -0.08693 |
+#> |.....................|    0.3876 |     1.303 |    -5.023 |     3.218 |
+#> |.....................|   -0.1347 |   0.02311 |   -0.7771 |   -0.6556 |
+#> |.....................|     2.056 |     1.822 |    0.4520 |    -2.025 |
+#> |   56|     474.39271 |     1.005 |    -1.164 |   -0.9246 |   -0.9371 |
+#> |.....................|    -1.010 |   -0.9922 |   0.08348 |   -0.7867 |
+#> |.....................|   -0.7600 |   -0.8825 |   -0.7930 |    -1.085 |
+#> |.....................|   -0.5246 |   -0.8625 |    -1.068 |   -0.2152 |
+#> |    U|     474.39271 |     91.47 |    -5.364 |   -0.9027 |    -2.199 |
+#> |.....................|    -4.622 |    0.4094 |     1.228 |   0.06101 |
+#> |.....................|    0.8776 |   0.05824 |    0.7923 |    0.7123 |
+#> |.....................|     1.589 |    0.9645 |    0.6958 |     2.005 |
+#> |    X|     474.39271 |     91.47 |  0.004683 |    0.2885 |    0.1109 |
+#> |.....................|  0.009833 |    0.6010 |     1.228 |   0.06101 |
+#> |.....................|    0.8776 |   0.05824 |    0.7923 |    0.7123 |
+#> |.....................|     1.589 |    0.9645 |    0.6958 |     2.005 |
+#> |    F| Forward Diff. |     15.86 |     1.227 |    0.2807 |   -0.1163 |
+#> |.....................|    0.3793 |     1.243 |    -5.494 |     3.329 |
+#> |.....................|  -0.09368 |   0.01293 |   -0.5149 |    -2.407 |
+#> |.....................|     1.979 |     1.686 |    0.3308 |    -2.044 |
+#> |   57|     474.34538 |     1.003 |    -1.165 |   -0.9247 |   -0.9369 |
+#> |.....................|    -1.010 |   -0.9934 |   0.08718 |   -0.7897 |
+#> |.....................|   -0.7601 |   -0.8825 |   -0.7926 |    -1.086 |
+#> |.....................|   -0.5258 |   -0.8620 |    -1.068 |   -0.2141 |
+#> |    U|     474.34538 |     91.27 |    -5.365 |   -0.9027 |    -2.199 |
+#> |.....................|    -4.622 |    0.4089 |     1.229 |   0.06093 |
+#> |.....................|    0.8775 |   0.05824 |    0.7926 |    0.7117 |
+#> |.....................|     1.587 |    0.9650 |    0.6954 |     2.007 |
+#> |    X|     474.34538 |     91.27 |  0.004677 |    0.2885 |    0.1109 |
+#> |.....................|  0.009830 |    0.6008 |     1.229 |   0.06093 |
+#> |.....................|    0.8775 |   0.05824 |    0.7926 |    0.7117 |
+#> |.....................|     1.587 |    0.9650 |    0.6954 |     2.007 |
+#> |    F| Forward Diff. |    -2.345 |     1.210 |   0.04189 |  -0.08986 |
+#> |.....................|    0.3855 |     1.284 |    -5.145 |     3.218 |
+#> |.....................|   -0.1284 |   0.01309 |   -0.7466 |   -0.6536 |
+#> |.....................|     1.964 |     1.743 |    0.3816 |    -2.008 |
+#> |   58|     474.31834 |     1.005 |    -1.166 |   -0.9247 |   -0.9369 |
+#> |.....................|    -1.010 |   -0.9944 |   0.09109 |   -0.7921 |
+#> |.....................|   -0.7600 |   -0.8825 |   -0.7920 |    -1.085 |
+#> |.....................|   -0.5273 |   -0.8633 |    -1.069 |   -0.2126 |
+#> |    U|     474.31834 |     91.43 |    -5.366 |   -0.9027 |    -2.199 |
+#> |.....................|    -4.623 |    0.4085 |     1.231 |   0.06086 |
+#> |.....................|    0.8776 |   0.05824 |    0.7930 |    0.7121 |
+#> |.....................|     1.586 |    0.9638 |    0.6952 |     2.008 |
+#> |    X|     474.31834 |     91.43 |  0.004673 |    0.2885 |    0.1109 |
+#> |.....................|  0.009827 |    0.6007 |     1.231 |   0.06086 |
+#> |.....................|    0.8776 |   0.05824 |    0.7930 |    0.7121 |
+#> |.....................|     1.586 |    0.9638 |    0.6952 |     2.008 |
+#> |    F| Forward Diff. |     12.13 |     1.219 |    0.2312 |   -0.1125 |
+#> |.....................|    0.3787 |     1.238 |    -5.317 |     3.196 |
+#> |.....................|  -0.08361 |  -0.02599 |   -0.7000 |   -0.4940 |
+#> |.....................|     1.837 |     1.637 |    0.3211 |    -2.028 |
+#> |   59|     474.27833 |     1.003 |    -1.167 |   -0.9247 |   -0.9368 |
+#> |.....................|    -1.010 |   -0.9955 |   0.09487 |   -0.7949 |
+#> |.....................|   -0.7601 |   -0.8825 |   -0.7915 |    -1.086 |
+#> |.....................|   -0.5286 |   -0.8630 |    -1.069 |   -0.2114 |
+#> |    U|     474.27833 |     91.25 |    -5.367 |   -0.9028 |    -2.199 |
+#> |.....................|    -4.623 |    0.4080 |     1.232 |   0.06078 |
+#> |.....................|    0.8775 |   0.05824 |    0.7934 |    0.7111 |
+#> |.....................|     1.584 |    0.9640 |    0.6948 |     2.010 |
+#> |    X|     474.27833 |     91.25 |  0.004668 |    0.2885 |    0.1109 |
+#> |.....................|  0.009824 |    0.6006 |     1.232 |   0.06078 |
+#> |.....................|    0.8775 |   0.05824 |    0.7934 |    0.7111 |
+#> |.....................|     1.584 |    0.9640 |    0.6948 |     2.010 |
+#> |    F| Forward Diff. |    -4.145 |     1.202 |   0.02355 |  -0.08919 |
+#> |.....................|    0.3842 |     1.275 |    -5.102 |     3.189 |
+#> |.....................|   -0.1071 |   0.01700 |   -0.7283 |   -0.7209 |
+#> |.....................|     1.776 |     1.686 |    0.3249 |    -1.982 |
+#> |   60|     474.25305 |     1.005 |    -1.168 |   -0.9247 |   -0.9367 |
+#> |.....................|    -1.011 |   -0.9965 |   0.09878 |   -0.7975 |
+#> |.....................|   -0.7601 |   -0.8825 |   -0.7909 |    -1.086 |
+#> |.....................|   -0.5300 |   -0.8636 |    -1.069 |   -0.2100 |
+#> |    U|     474.25305 |     91.44 |    -5.368 |   -0.9028 |    -2.199 |
+#> |.....................|    -4.623 |    0.4075 |     1.234 |   0.06070 |
+#> |.....................|    0.8775 |   0.05824 |    0.7938 |    0.7109 |
+#> |.....................|     1.583 |    0.9635 |    0.6946 |     2.012 |
+#> |    X|     474.25305 |     91.44 |  0.004663 |    0.2885 |    0.1109 |
+#> |.....................|  0.009821 |    0.6005 |     1.234 |   0.06070 |
+#> |.....................|    0.8775 |   0.05824 |    0.7938 |    0.7109 |
+#> |.....................|     1.583 |    0.9635 |    0.6946 |     2.012 |
+#> |    F| Forward Diff. |     13.11 |     1.213 |    0.2527 |   -0.1161 |
+#> |.....................|    0.3767 |     1.219 |    -5.003 |     3.213 |
+#> |.....................|  -0.09270 |  -0.04298 |   -0.4814 |    -2.533 |
+#> |.....................|     1.730 |     1.613 |    0.2495 |    -2.014 |
+#> |   61|     474.21254 |     1.003 |    -1.169 |   -0.9248 |   -0.9365 |
+#> |.....................|    -1.011 |   -0.9977 |    0.1025 |   -0.8005 |
+#> |.....................|   -0.7602 |   -0.8824 |   -0.7906 |    -1.087 |
+#> |.....................|   -0.5311 |   -0.8630 |    -1.070 |   -0.2089 |
+#> |    U|     474.21254 |     91.24 |    -5.369 |   -0.9028 |    -2.199 |
+#> |.....................|    -4.624 |    0.4069 |     1.236 |   0.06062 |
+#> |.....................|    0.8775 |   0.05824 |    0.7941 |    0.7105 |
+#> |.....................|     1.581 |    0.9641 |    0.6942 |     2.013 |
+#> |    X|     474.21254 |     91.24 |  0.004658 |    0.2885 |    0.1109 |
+#> |.....................|  0.009817 |    0.6003 |     1.236 |   0.06062 |
+#> |.....................|    0.8775 |   0.05824 |    0.7941 |    0.7105 |
+#> |.....................|     1.581 |    0.9641 |    0.6942 |     2.013 |
+#> |    F| Forward Diff. |    -5.267 |     1.195 |   0.01760 |  -0.08987 |
+#> |.....................|    0.3825 |     1.260 |    -5.272 |     3.141 |
+#> |.....................|   -0.1336 |  0.009843 |   -0.5186 |    -2.706 |
+#> |.....................|     1.727 |     1.652 |    0.2904 |    -1.976 |
+#> |   62|     474.18171 |     1.004 |    -1.170 |   -0.9247 |   -0.9364 |
+#> |.....................|    -1.011 |   -0.9989 |    0.1065 |   -0.8033 |
+#> |.....................|   -0.7602 |   -0.8823 |   -0.7904 |    -1.086 |
+#> |.....................|   -0.5322 |   -0.8627 |    -1.070 |   -0.2078 |
+#> |    U|     474.18171 |     91.41 |    -5.370 |   -0.9028 |    -2.199 |
+#> |.....................|    -4.624 |    0.4064 |     1.237 |   0.06054 |
+#> |.....................|    0.8775 |   0.05824 |    0.7942 |    0.7112 |
+#> |.....................|     1.580 |    0.9644 |    0.6939 |     2.014 |
+#> |    X|     474.18171 |     91.41 |  0.004653 |    0.2885 |    0.1109 |
+#> |.....................|  0.009814 |    0.6002 |     1.237 |   0.06054 |
+#> |.....................|    0.8775 |   0.05824 |    0.7942 |    0.7112 |
+#> |.....................|     1.580 |    0.9644 |    0.6939 |     2.014 |
+#> |    F| Forward Diff. |     9.716 |     1.206 |    0.2113 |   -0.1128 |
+#> |.....................|    0.3755 |     1.207 |    -5.399 |     3.226 |
+#> |.....................|  -0.09670 |  -0.03459 |   -0.6713 |   -0.5638 |
+#> |.....................|     1.619 |     1.687 |    0.2005 |    -1.998 |
+#> |   63|     474.14509 |     1.003 |    -1.171 |   -0.9248 |   -0.9363 |
+#> |.....................|    -1.012 |    -1.000 |    0.1105 |   -0.8061 |
+#> |.....................|   -0.7602 |   -0.8822 |   -0.7900 |    -1.087 |
+#> |.....................|   -0.5333 |   -0.8621 |    -1.071 |   -0.2068 |
+#> |    U|     474.14509 |     91.25 |    -5.371 |   -0.9028 |    -2.199 |
+#> |.....................|    -4.624 |    0.4059 |     1.239 |   0.06045 |
+#> |.....................|    0.8775 |   0.05825 |    0.7945 |    0.7106 |
+#> |.....................|     1.579 |    0.9649 |    0.6936 |     2.015 |
+#> |    X|     474.14509 |     91.25 |  0.004648 |    0.2885 |    0.1110 |
+#> |.....................|  0.009811 |    0.6001 |     1.239 |   0.06045 |
+#> |.....................|    0.8775 |   0.05825 |    0.7945 |    0.7106 |
+#> |.....................|     1.579 |    0.9649 |    0.6936 |     2.015 |
+#> |    F| Forward Diff. |    -5.280 |     1.192 |   0.02321 |  -0.09129 |
+#> |.....................|    0.3799 |     1.239 |    -5.339 |     3.156 |
+#> |.....................|   -0.1074 |   0.06181 |   -0.4875 |    -2.680 |
+#> |.....................|     1.648 |     1.743 |    0.2195 |    -1.955 |
+#> |   64|     474.11542 |     1.005 |    -1.172 |   -0.9248 |   -0.9361 |
+#> |.....................|    -1.012 |    -1.001 |    0.1146 |   -0.8089 |
+#> |.....................|   -0.7603 |   -0.8821 |   -0.7897 |    -1.086 |
+#> |.....................|   -0.5344 |   -0.8621 |    -1.071 |   -0.2057 |
+#> |    U|     474.11542 |     91.42 |    -5.372 |   -0.9028 |    -2.199 |
+#> |.....................|    -4.625 |    0.4054 |     1.241 |   0.06037 |
+#> |.....................|    0.8774 |   0.05825 |    0.7947 |    0.7110 |
+#> |.....................|     1.577 |    0.9649 |    0.6934 |     2.017 |
+#> |    X|     474.11542 |     91.42 |  0.004643 |    0.2885 |    0.1110 |
+#> |.....................|  0.009807 |    0.6000 |     1.241 |   0.06037 |
+#> |.....................|    0.8774 |   0.05825 |    0.7947 |    0.7110 |
+#> |.....................|     1.577 |    0.9649 |    0.6934 |     2.017 |
+#> |    F| Forward Diff. |     10.52 |     1.202 |    0.2258 |   -0.1162 |
+#> |.....................|    0.3725 |     1.186 |    -5.381 |     3.222 |
+#> |.....................|   -0.1104 |  -0.04157 |   -0.6550 |   -0.5841 |
+#> |.....................|     1.505 |     1.701 |    0.1753 |    -1.993 |
+#> |   65|     474.07794 |     1.003 |    -1.173 |   -0.9248 |   -0.9360 |
+#> |.....................|    -1.012 |    -1.002 |    0.1187 |   -0.8117 |
+#> |.....................|   -0.7604 |   -0.8821 |   -0.7895 |    -1.087 |
+#> |.....................|   -0.5355 |   -0.8615 |    -1.071 |   -0.2048 |
+#> |    U|     474.07794 |     91.25 |    -5.373 |   -0.9028 |    -2.198 |
+#> |.....................|    -4.625 |    0.4048 |     1.242 |   0.06029 |
+#> |.....................|    0.8774 |   0.05825 |    0.7949 |    0.7104 |
+#> |.....................|     1.576 |    0.9655 |    0.6932 |     2.018 |
+#> |    X|     474.07794 |     91.25 |  0.004638 |    0.2885 |    0.1110 |
+#> |.....................|  0.009804 |    0.5999 |     1.242 |   0.06029 |
+#> |.....................|    0.8774 |   0.05825 |    0.7949 |    0.7104 |
+#> |.....................|     1.576 |    0.9655 |    0.6932 |     2.018 |
+#> |    F| Forward Diff. |    -4.801 |     1.188 |   0.03689 |  -0.09236 |
+#> |.....................|    0.3785 |     1.221 |    -5.368 |     3.104 |
+#> |.....................|   -0.1066 |  0.003449 |   -0.6711 |   -0.7398 |
+#> |.....................|     1.563 |     1.803 |    0.1884 |    -1.939 |
+#> |   66|     474.04951 |     1.005 |    -1.175 |   -0.9248 |   -0.9359 |
+#> |.....................|    -1.013 |    -1.003 |    0.1228 |   -0.8144 |
+#> |.....................|   -0.7604 |   -0.8820 |   -0.7890 |    -1.087 |
+#> |.....................|   -0.5367 |   -0.8618 |    -1.071 |   -0.2036 |
+#> |    U|     474.04951 |     91.43 |    -5.375 |   -0.9028 |    -2.198 |
+#> |.....................|    -4.625 |    0.4044 |     1.244 |   0.06021 |
+#> |.....................|    0.8774 |   0.05825 |    0.7952 |    0.7100 |
+#> |.....................|     1.575 |    0.9652 |    0.6930 |     2.019 |
+#> |    X|     474.04951 |     91.43 |  0.004633 |    0.2885 |    0.1110 |
+#> |.....................|  0.009801 |    0.5997 |     1.244 |   0.06021 |
+#> |.....................|    0.8774 |   0.05825 |    0.7952 |    0.7100 |
+#> |.....................|     1.575 |    0.9652 |    0.6930 |     2.019 |
+#> |    F| Forward Diff. |     10.86 |     1.196 |    0.2377 |   -0.1190 |
+#> |.....................|    0.3700 |     1.169 |    -5.399 |     3.259 |
+#> |.....................|  -0.09645 |  -0.03914 |   -0.4400 |    -2.610 |
+#> |.....................|     1.421 |     1.705 |    0.1351 |    -1.978 |
+#> |   67|     474.01246 |     1.003 |    -1.176 |   -0.9249 |   -0.9357 |
+#> |.....................|    -1.013 |    -1.004 |    0.1268 |   -0.8173 |
+#> |.....................|   -0.7606 |   -0.8819 |   -0.7888 |    -1.088 |
+#> |.....................|   -0.5377 |   -0.8613 |    -1.072 |   -0.2028 |
+#> |    U|     474.01246 |     91.25 |    -5.376 |   -0.9029 |    -2.198 |
+#> |.....................|    -4.626 |    0.4039 |     1.246 |   0.06013 |
+#> |.....................|    0.8773 |   0.05825 |    0.7954 |    0.7098 |
+#> |.....................|     1.573 |    0.9657 |    0.6927 |     2.020 |
+#> |    X|     474.01246 |     91.25 |  0.004628 |    0.2885 |    0.1110 |
+#> |.....................|  0.009798 |    0.5996 |     1.246 |   0.06013 |
+#> |.....................|    0.8773 |   0.05825 |    0.7954 |    0.7098 |
+#> |.....................|     1.573 |    0.9657 |    0.6927 |     2.020 |
+#> |    F| Forward Diff. |    -5.724 |     1.179 |   0.03043 |  -0.09493 |
+#> |.....................|    0.3750 |     1.206 |    -5.283 |     3.092 |
+#> |.....................|  -0.09863 |  -0.01543 |   -0.6573 |   -0.7980 |
+#> |.....................|     1.377 |     1.778 |    0.1578 |    -1.944 |
+#> |   68|     473.98155 |     1.005 |    -1.177 |   -0.9249 |   -0.9356 |
+#> |.....................|    -1.013 |    -1.005 |    0.1310 |   -0.8202 |
+#> |.....................|   -0.7607 |   -0.8818 |   -0.7885 |    -1.088 |
+#> |.....................|   -0.5387 |   -0.8611 |    -1.072 |   -0.2018 |
+#> |    U|     473.98155 |     91.42 |    -5.377 |   -0.9029 |    -2.198 |
+#> |.....................|    -4.626 |    0.4034 |     1.247 |   0.06004 |
+#> |.....................|    0.8773 |   0.05826 |    0.7956 |    0.7095 |
+#> |.....................|     1.572 |    0.9659 |    0.6925 |     2.022 |
+#> |    X|     473.98155 |     91.42 |  0.004623 |    0.2885 |    0.1110 |
+#> |.....................|  0.009794 |    0.5995 |     1.247 |   0.06004 |
+#> |.....................|    0.8773 |   0.05826 |    0.7956 |    0.7095 |
+#> |.....................|     1.572 |    0.9659 |    0.6925 |     2.022 |
+#> |    F| Forward Diff. |     9.125 |     1.189 |    0.2215 |   -0.1183 |
+#> |.....................|    0.3680 |     1.157 |    -5.346 |     3.214 |
+#> |.....................|  -0.06695 |  -0.05805 |   -0.6245 |   -0.6678 |
+#> |.....................|     1.365 |     1.770 |   0.07348 |    -1.960 |
+#> |   69|     473.94647 |     1.003 |    -1.178 |   -0.9250 |   -0.9354 |
+#> |.....................|    -1.014 |    -1.007 |    0.1350 |   -0.8231 |
+#> |.....................|   -0.7608 |   -0.8817 |   -0.7881 |    -1.089 |
+#> |.....................|   -0.5397 |   -0.8608 |    -1.072 |   -0.2009 |
+#> |    U|     473.94647 |     91.26 |    -5.378 |   -0.9030 |    -2.198 |
+#> |.....................|    -4.626 |    0.4029 |     1.249 |   0.05996 |
+#> |.....................|    0.8772 |   0.05826 |    0.7959 |    0.7086 |
+#> |.....................|     1.571 |    0.9661 |    0.6923 |     2.023 |
+#> |    X|     473.94647 |     91.26 |  0.004618 |    0.2884 |    0.1110 |
+#> |.....................|  0.009791 |    0.5994 |     1.249 |   0.05996 |
+#> |.....................|    0.8772 |   0.05826 |    0.7959 |    0.7086 |
+#> |.....................|     1.571 |    0.9661 |    0.6923 |     2.023 |
+#> |    F| Forward Diff. |    -5.271 |     1.174 |   0.04603 |  -0.09766 |
+#> |.....................|    0.3725 |     1.188 |    -5.320 |     3.084 |
+#> |.....................|  -0.09768 |  -0.01918 |   -0.6378 |   -0.8469 |
+#> |.....................|     1.360 |     1.825 |   0.08453 |    -1.920 |
+#> |   70|     473.91708 |     1.005 |    -1.179 |   -0.9250 |   -0.9353 |
+#> |.....................|    -1.014 |    -1.008 |    0.1391 |   -0.8259 |
+#> |.....................|   -0.7609 |   -0.8816 |   -0.7877 |    -1.089 |
+#> |.....................|   -0.5408 |   -0.8610 |    -1.072 |   -0.1999 |
+#> |    U|     473.91708 |     91.43 |    -5.379 |   -0.9030 |    -2.198 |
+#> |.....................|    -4.627 |    0.4024 |     1.251 |   0.05988 |
+#> |.....................|    0.8772 |   0.05826 |    0.7962 |    0.7081 |
+#> |.....................|     1.570 |    0.9660 |    0.6921 |     2.024 |
+#> |    X|     473.91708 |     91.43 |  0.004613 |    0.2884 |    0.1111 |
+#> |.....................|  0.009788 |    0.5993 |     1.251 |   0.05988 |
+#> |.....................|    0.8772 |   0.05826 |    0.7962 |    0.7081 |
+#> |.....................|     1.570 |    0.9660 |    0.6921 |     2.024 |
+#> |    F| Forward Diff. |     9.919 |     1.183 |    0.2388 |   -0.1221 |
+#> |.....................|    0.3649 |     1.138 |    -5.295 |     3.201 |
+#> |.....................|  -0.05759 |  -0.06746 |   -0.6018 |   -0.7458 |
+#> |.....................|     1.218 |     1.797 |   0.02666 |    -1.950 |
+#> |   71|     473.88166 |     1.003 |    -1.180 |   -0.9251 |   -0.9351 |
+#> |.....................|    -1.014 |    -1.009 |    0.1432 |   -0.8289 |
+#> |.....................|   -0.7611 |   -0.8814 |   -0.7874 |    -1.090 |
+#> |.....................|   -0.5418 |   -0.8607 |    -1.072 |   -0.1991 |
+#> |    U|     473.88166 |     91.26 |    -5.380 |   -0.9031 |    -2.198 |
+#> |.....................|    -4.627 |    0.4019 |     1.252 |   0.05979 |
+#> |.....................|    0.8771 |   0.05827 |    0.7964 |    0.7073 |
+#> |.....................|     1.568 |    0.9662 |    0.6919 |     2.025 |
+#> |    X|     473.88166 |     91.26 |  0.004608 |    0.2884 |    0.1111 |
+#> |.....................|  0.009785 |    0.5991 |     1.252 |   0.05979 |
+#> |.....................|    0.8771 |   0.05827 |    0.7964 |    0.7073 |
+#> |.....................|     1.568 |    0.9662 |    0.6919 |     2.025 |
+#> |    F| Forward Diff. |    -5.370 |     1.167 |   0.05346 |  -0.09978 |
+#> |.....................|    0.3701 |     1.174 |    -5.172 |     3.105 |
+#> |.....................|  -0.07011 |  -0.02516 |   -0.4239 |    -2.943 |
+#> |.....................|     1.187 |     1.854 |   0.07395 |    -1.907 |
+#> |   72|     473.85215 |     1.005 |    -1.181 |   -0.9251 |   -0.9350 |
+#> |.....................|    -1.015 |    -1.010 |    0.1472 |   -0.8318 |
+#> |.....................|   -0.7612 |   -0.8813 |   -0.7872 |    -1.090 |
+#> |.....................|   -0.5427 |   -0.8608 |    -1.073 |   -0.1983 |
+#> |    U|     473.85215 |     91.44 |    -5.381 |   -0.9031 |    -2.197 |
+#> |.....................|    -4.627 |    0.4014 |     1.254 |   0.05971 |
+#> |.....................|    0.8771 |   0.05827 |    0.7965 |    0.7078 |
+#> |.....................|     1.567 |    0.9662 |    0.6918 |     2.026 |
+#> |    X|     473.85215 |     91.44 |  0.004603 |    0.2884 |    0.1111 |
+#> |.....................|  0.009781 |    0.5990 |     1.254 |   0.05971 |
+#> |.....................|    0.8771 |   0.05827 |    0.7965 |    0.7078 |
+#> |.....................|     1.567 |    0.9662 |    0.6918 |     2.026 |
+#> |    F| Forward Diff. |     10.42 |     1.179 |    0.2474 |   -0.1240 |
+#> |.....................|    0.3627 |     1.120 |    -5.345 |     3.221 |
+#> |.....................|  -0.07960 |  -0.04998 |   -0.3836 |    -2.755 |
+#> |.....................|     1.094 |     1.797 |  -0.01014 |    -1.939 |
+#> |   73|     473.81514 |     1.003 |    -1.182 |   -0.9251 |   -0.9348 |
+#> |.....................|    -1.015 |    -1.011 |    0.1513 |   -0.8349 |
+#> |.....................|   -0.7614 |   -0.8810 |   -0.7873 |    -1.089 |
+#> |.....................|   -0.5432 |   -0.8601 |    -1.073 |   -0.1979 |
+#> |    U|     473.81514 |     91.27 |    -5.382 |   -0.9031 |    -2.197 |
+#> |.....................|    -4.628 |    0.4008 |     1.256 |   0.05962 |
+#> |.....................|    0.8770 |   0.05828 |    0.7964 |    0.7084 |
+#> |.....................|     1.567 |    0.9669 |    0.6916 |     2.026 |
+#> |    X|     473.81514 |     91.27 |  0.004598 |    0.2884 |    0.1111 |
+#> |.....................|  0.009778 |    0.5989 |     1.256 |   0.05962 |
+#> |.....................|    0.8770 |   0.05828 |    0.7964 |    0.7084 |
+#> |.....................|     1.567 |    0.9669 |    0.6916 |     2.026 |
+#> |    F| Forward Diff. |    -4.811 |     1.166 |   0.05684 |   -0.1019 |
+#> |.....................|    0.3663 |     1.150 |    -5.276 |     3.057 |
+#> |.....................|  -0.06818 |  -0.03474 |   -0.4125 |    -2.836 |
+#> |.....................|     1.158 |     1.851 |   0.03258 |    -1.914 |
+#> |   74|     473.78884 |     1.005 |    -1.183 |   -0.9252 |   -0.9346 |
+#> |.....................|    -1.015 |    -1.012 |    0.1554 |   -0.8377 |
+#> |.....................|   -0.7615 |   -0.8808 |   -0.7873 |    -1.088 |
+#> |.....................|   -0.5439 |   -0.8602 |    -1.073 |   -0.1971 |
+#> |    U|     473.78884 |     91.46 |    -5.383 |   -0.9031 |    -2.197 |
+#> |.....................|    -4.628 |    0.4003 |     1.257 |   0.05954 |
+#> |.....................|    0.8770 |   0.05829 |    0.7965 |    0.7095 |
+#> |.....................|     1.566 |    0.9667 |    0.6915 |     2.027 |
+#> |    X|     473.78884 |     91.46 |  0.004593 |    0.2884 |    0.1111 |
+#> |.....................|  0.009775 |    0.5988 |     1.257 |   0.05954 |
+#> |.....................|    0.8770 |   0.05829 |    0.7965 |    0.7095 |
+#> |.....................|     1.566 |    0.9667 |    0.6915 |     2.027 |
+#> |    F| Forward Diff. |     12.26 |     1.178 |    0.2628 |   -0.1282 |
+#> |.....................|    0.3579 |     1.094 |    -5.180 |     3.234 |
+#> |.....................|  -0.08932 |  -0.09780 |   -0.5652 |   -0.6340 |
+#> |.....................|     1.031 |     1.841 |  -0.06209 |    -1.938 |
+#> |   75|     473.75065 |     1.003 |    -1.184 |   -0.9252 |   -0.9344 |
+#> |.....................|    -1.016 |    -1.013 |    0.1594 |   -0.8407 |
+#> |.....................|   -0.7617 |   -0.8806 |   -0.7872 |    -1.088 |
+#> |.....................|   -0.5446 |   -0.8597 |    -1.073 |   -0.1966 |
+#> |    U|     473.75065 |     91.27 |    -5.384 |   -0.9032 |    -2.197 |
+#> |.....................|    -4.628 |    0.3998 |     1.259 |   0.05945 |
+#> |.....................|    0.8769 |   0.05829 |    0.7965 |    0.7092 |
+#> |.....................|     1.565 |    0.9672 |    0.6914 |     2.028 |
+#> |    X|     473.75065 |     91.27 |  0.004588 |    0.2884 |    0.1112 |
+#> |.....................|  0.009772 |    0.5986 |     1.259 |   0.05945 |
+#> |.....................|    0.8769 |   0.05829 |    0.7965 |    0.7092 |
+#> |.....................|     1.565 |    0.9672 |    0.6914 |     2.028 |
+#> |    F| Forward Diff. |    -5.250 |     1.164 |   0.05078 |   -0.1019 |
+#> |.....................|    0.3635 |     1.132 |    -5.308 |     3.057 |
+#> |.....................|  -0.09569 |  -0.05602 |   -0.5891 |   -0.8121 |
+#> |.....................|     1.074 |     1.883 |  0.002586 |    -1.906 |
+#> |   76|     473.72028 |     1.005 |    -1.185 |   -0.9252 |   -0.9343 |
+#> |.....................|    -1.016 |    -1.014 |    0.1635 |   -0.8437 |
+#> |.....................|   -0.7618 |   -0.8804 |   -0.7870 |    -1.089 |
+#> |.....................|   -0.5455 |   -0.8599 |    -1.073 |   -0.1958 |
+#> |    U|     473.72028 |     91.43 |    -5.385 |   -0.9032 |    -2.197 |
+#> |.....................|    -4.629 |    0.3993 |     1.261 |   0.05936 |
+#> |.....................|    0.8768 |   0.05830 |    0.7967 |    0.7088 |
+#> |.....................|     1.564 |    0.9671 |    0.6912 |     2.029 |
+#> |    X|     473.72028 |     91.43 |  0.004583 |    0.2884 |    0.1112 |
+#> |.....................|  0.009768 |    0.5985 |     1.261 |   0.05936 |
+#> |.....................|    0.8768 |   0.05830 |    0.7967 |    0.7088 |
+#> |.....................|     1.564 |    0.9671 |    0.6912 |     2.029 |
+#> |    F| Forward Diff. |     8.975 |     1.171 |    0.2290 |   -0.1246 |
+#> |.....................|    0.3563 |     1.085 |    -5.320 |     3.173 |
+#> |.....................|  -0.08707 |   -0.1016 |   -0.5561 |   -0.7117 |
+#> |.....................|    0.9536 |     1.850 |  -0.07963 |    -1.922 |
+#> |   77|     473.68600 |     1.003 |    -1.186 |   -0.9253 |   -0.9341 |
+#> |.....................|    -1.016 |    -1.015 |    0.1676 |   -0.8467 |
+#> |.....................|   -0.7620 |   -0.8801 |   -0.7868 |    -1.089 |
+#> |.....................|   -0.5463 |   -0.8596 |    -1.073 |   -0.1952 |
+#> |    U|       473.686 |     91.28 |    -5.386 |   -0.9033 |    -2.196 |
+#> |.....................|    -4.629 |    0.3989 |     1.263 |   0.05928 |
+#> |.....................|    0.8768 |   0.05831 |    0.7968 |    0.7081 |
+#> |.....................|     1.563 |    0.9673 |    0.6911 |     2.030 |
+#> |    X|       473.686 |     91.28 |  0.004578 |    0.2884 |    0.1112 |
+#> |.....................|  0.009765 |    0.5984 |     1.263 |   0.05928 |
+#> |.....................|    0.8768 |   0.05831 |    0.7968 |    0.7081 |
+#> |.....................|     1.563 |    0.9673 |    0.6911 |     2.030 |
+#> |    F| Forward Diff. |    -5.608 |     1.155 |   0.05506 |   -0.1036 |
+#> |.....................|    0.3607 |     1.118 |    -5.212 |     3.031 |
+#> |.....................|  -0.08611 |  -0.04336 |   -0.3798 |    -2.808 |
+#> |.....................|     1.093 |     1.880 |  -0.02731 |    -1.896 |
+#> |   78|     473.65599 |     1.005 |    -1.188 |   -0.9253 |   -0.9339 |
+#> |.....................|    -1.017 |    -1.016 |    0.1718 |   -0.8497 |
+#> |.....................|   -0.7621 |   -0.8799 |   -0.7868 |    -1.089 |
+#> |.....................|   -0.5471 |   -0.8595 |    -1.074 |   -0.1946 |
+#> |    U|     473.65599 |     91.44 |    -5.388 |   -0.9033 |    -2.196 |
+#> |.....................|    -4.629 |    0.3984 |     1.264 |   0.05919 |
+#> |.....................|    0.8767 |   0.05831 |    0.7968 |    0.7087 |
+#> |.....................|     1.562 |    0.9674 |    0.6910 |     2.030 |
+#> |    X|     473.65599 |     91.44 |  0.004573 |    0.2884 |    0.1112 |
+#> |.....................|  0.009762 |    0.5983 |     1.264 |   0.05919 |
+#> |.....................|    0.8767 |   0.05831 |    0.7968 |    0.7087 |
+#> |.....................|     1.562 |    0.9674 |    0.6910 |     2.030 |
+#> |    F| Forward Diff. |     9.720 |     1.170 |    0.2444 |   -0.1229 |
+#> |.....................|    0.3557 |     1.067 |    -5.275 |     3.173 |
+#> |.....................|  -0.07850 |   -0.1042 |   -0.5348 |   -0.6844 |
+#> |.....................|    0.9479 |     1.915 |   -0.1018 |    -1.917 |
+#> |   79|     473.62083 |     1.003 |    -1.189 |   -0.9254 |   -0.9337 |
+#> |.....................|    -1.017 |    -1.017 |    0.1759 |   -0.8528 |
+#> |.....................|   -0.7623 |   -0.8795 |   -0.7869 |    -1.089 |
+#> |.....................|   -0.5477 |   -0.8591 |    -1.074 |   -0.1942 |
+#> |    U|     473.62083 |     91.28 |    -5.389 |   -0.9033 |    -2.196 |
+#> |.....................|    -4.630 |    0.3979 |     1.266 |   0.05910 |
+#> |.....................|    0.8766 |   0.05832 |    0.7968 |    0.7085 |
+#> |.....................|     1.562 |    0.9678 |    0.6909 |     2.031 |
+#> |    X|     473.62083 |     91.28 |  0.004568 |    0.2884 |    0.1112 |
+#> |.....................|  0.009758 |    0.5982 |     1.266 |   0.05910 |
+#> |.....................|    0.8766 |   0.05832 |    0.7968 |    0.7085 |
+#> |.....................|     1.562 |    0.9678 |    0.6909 |     2.031 |
+#> |    F| Forward Diff. |    -5.323 |     1.153 |   0.05982 |   -0.1053 |
+#> |.....................|    0.3572 |     1.098 |    -4.702 |     3.058 |
+#> |.....................|   -0.1117 |  -0.04281 |   -0.5573 |   -0.7999 |
+#> |.....................|     1.039 |     1.912 |  -0.05974 |    -1.890 |
+#> |   80|     473.59326 |     1.005 |    -1.190 |   -0.9254 |   -0.9335 |
+#> |.....................|    -1.018 |    -1.019 |    0.1798 |   -0.8560 |
+#> |.....................|   -0.7624 |   -0.8793 |   -0.7867 |    -1.090 |
+#> |.....................|   -0.5486 |   -0.8595 |    -1.074 |   -0.1934 |
+#> |    U|     473.59326 |     91.46 |    -5.390 |   -0.9034 |    -2.196 |
+#> |.....................|    -4.630 |    0.3974 |     1.268 |   0.05901 |
+#> |.....................|    0.8766 |   0.05833 |    0.7969 |    0.7081 |
+#> |.....................|     1.560 |    0.9674 |    0.6908 |     2.032 |
+#> |    X|     473.59326 |     91.46 |  0.004562 |    0.2884 |    0.1113 |
+#> |.....................|  0.009755 |    0.5981 |     1.268 |   0.05901 |
+#> |.....................|    0.8766 |   0.05833 |    0.7969 |    0.7081 |
+#> |.....................|     1.560 |    0.9674 |    0.6908 |     2.032 |
+#> |    F| Forward Diff. |     11.25 |     1.162 |    0.2586 |   -0.1299 |
+#> |.....................|    0.3499 |     1.048 |    -5.229 |     3.126 |
+#> |.....................|  -0.05642 |  -0.09930 |   -0.3252 |    -2.718 |
+#> |.....................|    0.8202 |     1.876 |   -0.1477 |    -1.910 |
+#> |   81|     473.55541 |     1.003 |    -1.191 |   -0.9255 |   -0.9333 |
+#> |.....................|    -1.018 |    -1.020 |    0.1836 |   -0.8595 |
+#> |.....................|   -0.7626 |   -0.8789 |   -0.7868 |    -1.090 |
+#> |.....................|   -0.5492 |   -0.8592 |    -1.074 |   -0.1932 |
+#> |    U|     473.55541 |     91.31 |    -5.391 |   -0.9034 |    -2.196 |
+#> |.....................|    -4.630 |    0.3968 |     1.269 |   0.05891 |
+#> |.....................|    0.8765 |   0.05834 |    0.7968 |    0.7080 |
+#> |.....................|     1.560 |    0.9677 |    0.6906 |     2.032 |
+#> |    X|     473.55541 |     91.31 |  0.004557 |    0.2883 |    0.1113 |
+#> |.....................|  0.009751 |    0.5979 |     1.269 |   0.05891 |
+#> |.....................|    0.8765 |   0.05834 |    0.7968 |    0.7080 |
+#> |.....................|     1.560 |    0.9677 |    0.6906 |     2.032 |
+#> |    F| Forward Diff. |    -3.062 |     1.149 |   0.09224 |   -0.1103 |
+#> |.....................|    0.3525 |     1.070 |    -5.098 |     2.994 |
+#> |.....................|   -0.1095 |  -0.04877 |   -0.3504 |    -2.828 |
+#> |.....................|    0.8255 |     1.898 |   -0.1147 |    -1.889 |
+#> |   82|     473.53708 |     1.006 |    -1.192 |   -0.9256 |   -0.9332 |
+#> |.....................|    -1.018 |    -1.021 |    0.1873 |   -0.8616 |
+#> |.....................|   -0.7625 |   -0.8789 |   -0.7866 |    -1.087 |
+#> |.....................|   -0.5498 |   -0.8606 |    -1.074 |   -0.1918 |
+#> |    U|     473.53708 |     91.52 |    -5.392 |   -0.9035 |    -2.196 |
+#> |.....................|    -4.631 |    0.3964 |     1.271 |   0.05884 |
+#> |.....................|    0.8765 |   0.05834 |    0.7970 |    0.7099 |
+#> |.....................|     1.559 |    0.9664 |    0.6907 |     2.034 |
+#> |    X|     473.53708 |     91.52 |  0.004553 |    0.2883 |    0.1113 |
+#> |.....................|  0.009749 |    0.5978 |     1.271 |   0.05884 |
+#> |.....................|    0.8765 |   0.05834 |    0.7970 |    0.7099 |
+#> |.....................|     1.559 |    0.9664 |    0.6907 |     2.034 |
+#> |    F| Forward Diff. |     16.25 |     1.165 |    0.3077 |   -0.1378 |
+#> |.....................|    0.3448 |     1.019 |    -5.264 |     3.150 |
+#> |.....................|  -0.09278 |   -0.1366 |   -0.2969 |    -2.557 |
+#> |.....................|    0.7485 |     1.781 |   -0.1828 |    -1.909 |
+#> |   83|     473.49312 |     1.003 |    -1.193 |   -0.9256 |   -0.9329 |
+#> |.....................|    -1.018 |    -1.022 |    0.1912 |   -0.8647 |
+#> |.....................|   -0.7626 |   -0.8785 |   -0.7869 |    -1.087 |
+#> |.....................|   -0.5501 |   -0.8598 |    -1.074 |   -0.1918 |
+#> |    U|     473.49312 |     91.32 |    -5.393 |   -0.9035 |    -2.195 |
+#> |.....................|    -4.631 |    0.3959 |     1.272 |   0.05875 |
+#> |.....................|    0.8765 |   0.05835 |    0.7967 |    0.7106 |
+#> |.....................|     1.559 |    0.9671 |    0.6906 |     2.034 |
+#> |    X|     473.49312 |     91.32 |  0.004547 |    0.2883 |    0.1113 |
+#> |.....................|  0.009745 |    0.5977 |     1.272 |   0.05875 |
+#> |.....................|    0.8765 |   0.05835 |    0.7967 |    0.7106 |
+#> |.....................|     1.559 |    0.9671 |    0.6906 |     2.034 |
+#> |    F| Forward Diff. |    -2.793 |     1.150 |   0.08391 |   -0.1095 |
+#> |.....................|    0.3500 |     1.057 |    -5.154 |     2.847 |
+#> |.....................|  -0.07414 |  -0.06025 |   -0.5244 |   -0.6779 |
+#> |.....................|    0.8291 |     1.867 |   -0.1201 |    -1.880 |
+#> |   84|     473.47390 |     1.006 |    -1.194 |   -0.9256 |   -0.9329 |
+#> |.....................|    -1.019 |    -1.022 |    0.1953 |   -0.8670 |
+#> |.....................|   -0.7626 |   -0.8785 |   -0.7865 |    -1.086 |
+#> |.....................|   -0.5507 |   -0.8613 |    -1.074 |   -0.1903 |
+#> |    U|      473.4739 |     91.52 |    -5.394 |   -0.9036 |    -2.195 |
+#> |.....................|    -4.631 |    0.3955 |     1.274 |   0.05869 |
+#> |.....................|    0.8765 |   0.05835 |    0.7970 |    0.7110 |
+#> |.....................|     1.558 |    0.9657 |    0.6907 |     2.036 |
+#> |    X|      473.4739 |     91.52 |  0.004543 |    0.2883 |    0.1113 |
+#> |.....................|  0.009743 |    0.5976 |     1.274 |   0.05869 |
+#> |.....................|    0.8765 |   0.05835 |    0.7970 |    0.7110 |
+#> |.....................|     1.558 |    0.9657 |    0.6907 |     2.036 |
+#> |    F| Forward Diff. |     15.82 |     1.163 |    0.3026 |   -0.1376 |
+#> |.....................|    0.3423 |     1.007 |    -4.821 |     3.176 |
+#> |.....................|  -0.06207 |   -0.1161 |   -0.4712 |   -0.4774 |
+#> |.....................|    0.7015 |     1.725 |   -0.1877 |    -1.896 |
+#> |   85|     473.43080 |     1.003 |    -1.195 |   -0.9257 |   -0.9326 |
+#> |.....................|    -1.019 |    -1.024 |    0.1991 |   -0.8700 |
+#> |.....................|   -0.7628 |   -0.8781 |   -0.7866 |    -1.087 |
+#> |.....................|   -0.5513 |   -0.8608 |    -1.074 |   -0.1899 |
+#> |    U|      473.4308 |     91.31 |    -5.395 |   -0.9036 |    -2.195 |
+#> |.....................|    -4.632 |    0.3950 |     1.276 |   0.05860 |
+#> |.....................|    0.8764 |   0.05836 |    0.7970 |    0.7105 |
+#> |.....................|     1.557 |    0.9662 |    0.6906 |     2.036 |
+#> |    X|      473.4308 |     91.31 |  0.004538 |    0.2883 |    0.1114 |
+#> |.....................|  0.009739 |    0.5975 |     1.276 |   0.05860 |
+#> |.....................|    0.8764 |   0.05836 |    0.7970 |    0.7105 |
+#> |.....................|     1.557 |    0.9662 |    0.6906 |     2.036 |
+#> |    F| Forward Diff. |    -3.611 |     1.145 |   0.07564 |   -0.1091 |
+#> |.....................|    0.3478 |     1.048 |    -5.196 |     2.853 |
+#> |.....................|  -0.07176 |  -0.06153 |   -0.5100 |   -0.6862 |
+#> |.....................|    0.7701 |     1.783 |   -0.1204 |    -1.866 |
+#> |   86|     473.40390 |     1.005 |    -1.196 |   -0.9258 |   -0.9324 |
+#> |.....................|    -1.019 |    -1.025 |    0.2034 |   -0.8728 |
+#> |.....................|   -0.7629 |   -0.8779 |   -0.7864 |    -1.087 |
+#> |.....................|   -0.5520 |   -0.8612 |    -1.074 |   -0.1890 |
+#> |    U|      473.4039 |     91.48 |    -5.396 |   -0.9037 |    -2.195 |
+#> |.....................|    -4.632 |    0.3946 |     1.277 |   0.05852 |
+#> |.....................|    0.8764 |   0.05837 |    0.7971 |    0.7105 |
+#> |.....................|     1.556 |    0.9658 |    0.6906 |     2.037 |
+#> |    X|      473.4039 |     91.48 |  0.004533 |    0.2883 |    0.1114 |
+#> |.....................|  0.009736 |    0.5974 |     1.277 |   0.05852 |
+#> |.....................|    0.8764 |   0.05837 |    0.7971 |    0.7105 |
+#> |.....................|     1.556 |    0.9658 |    0.6906 |     2.037 |
+#> |    F| Forward Diff. |     11.82 |     1.154 |    0.2542 |   -0.1321 |
+#> |.....................|    0.3410 |     1.002 |    -5.150 |     3.097 |
+#> |.....................|  -0.04820 |   -0.1059 |   -0.4698 |   -0.5387 |
+#> |.....................|    0.6891 |     1.733 |   -0.1906 |    -1.879 |
+#> |   87|     473.36686 |     1.003 |    -1.198 |   -0.9258 |   -0.9322 |
+#> |.....................|    -1.020 |    -1.026 |    0.2076 |   -0.8758 |
+#> |.....................|   -0.7631 |   -0.8776 |   -0.7865 |    -1.087 |
+#> |.....................|   -0.5525 |   -0.8606 |    -1.074 |   -0.1886 |
+#> |    U|     473.36686 |     91.32 |    -5.398 |   -0.9037 |    -2.195 |
+#> |.....................|    -4.632 |    0.3941 |     1.279 |   0.05843 |
+#> |.....................|    0.8763 |   0.05838 |    0.7970 |    0.7100 |
+#> |.....................|     1.556 |    0.9664 |    0.6905 |     2.038 |
+#> |    X|     473.36686 |     91.32 |  0.004527 |    0.2883 |    0.1114 |
+#> |.....................|  0.009733 |    0.5973 |     1.279 |   0.05843 |
+#> |.....................|    0.8763 |   0.05838 |    0.7970 |    0.7100 |
+#> |.....................|     1.556 |    0.9664 |    0.6905 |     2.038 |
+#> |    F| Forward Diff. |    -3.686 |     1.139 |   0.08028 |   -0.1103 |
+#> |.....................|    0.3450 |     1.034 |    -5.059 |     2.983 |
+#> |.....................|  -0.07022 |  -0.06541 |   -0.4954 |   -0.7148 |
+#> |.....................|    0.6839 |     1.782 |   -0.1353 |    -1.853 |
+#> |   88|     473.34117 |     1.005 |    -1.199 |   -0.9259 |   -0.9321 |
+#> |.....................|    -1.020 |    -1.027 |    0.2118 |   -0.8787 |
+#> |.....................|   -0.7632 |   -0.8774 |   -0.7864 |    -1.087 |
+#> |.....................|   -0.5531 |   -0.8611 |    -1.074 |   -0.1877 |
+#> |    U|     473.34117 |     91.49 |    -5.399 |   -0.9038 |    -2.194 |
+#> |.....................|    -4.633 |    0.3936 |     1.281 |   0.05835 |
+#> |.....................|    0.8763 |   0.05838 |    0.7971 |    0.7100 |
+#> |.....................|     1.555 |    0.9659 |    0.6904 |     2.039 |
+#> |    X|     473.34117 |     91.49 |  0.004522 |    0.2883 |    0.1114 |
+#> |.....................|  0.009730 |    0.5972 |     1.281 |   0.05835 |
+#> |.....................|    0.8763 |   0.05838 |    0.7971 |    0.7100 |
+#> |.....................|     1.555 |    0.9659 |    0.6904 |     2.039 |
+#> |    F| Forward Diff. |     12.62 |     1.149 |    0.2679 |   -0.1346 |
+#> |.....................|    0.3379 |    0.9875 |    -5.147 |     2.965 |
+#> |.....................|  -0.07400 |   -0.1145 |   -0.4542 |   -0.5455 |
+#> |.....................|    0.6283 |     1.734 |   -0.2097 |    -1.869 |
+#> |   89|     473.30326 |     1.004 |    -1.200 |   -0.9259 |   -0.9318 |
+#> |.....................|    -1.020 |    -1.028 |    0.2159 |   -0.8818 |
+#> |.....................|   -0.7634 |   -0.8771 |   -0.7865 |    -1.088 |
+#> |.....................|   -0.5535 |   -0.8604 |    -1.074 |   -0.1874 |
+#> |    U|     473.30326 |     91.32 |    -5.400 |   -0.9038 |    -2.194 |
+#> |.....................|    -4.633 |    0.3932 |     1.283 |   0.05826 |
+#> |.....................|    0.8762 |   0.05839 |    0.7970 |    0.7096 |
+#> |.....................|     1.555 |    0.9665 |    0.6903 |     2.039 |
+#> |    X|     473.30326 |     91.32 |  0.004517 |    0.2883 |    0.1114 |
+#> |.....................|  0.009726 |    0.5970 |     1.283 |   0.05826 |
+#> |.....................|    0.8762 |   0.05839 |    0.7970 |    0.7096 |
+#> |.....................|     1.555 |    0.9665 |    0.6903 |     2.039 |
+#> |    F| Forward Diff. |    -3.609 |     1.134 |   0.08636 |   -0.1114 |
+#> |.....................|    0.3423 |     1.018 |    -5.228 |     2.880 |
+#> |.....................|   -0.1079 |  -0.06580 |   -0.2896 |    -2.686 |
+#> |.....................|    0.6917 |     1.801 |   -0.1599 |    -1.842 |
+#> |   90|     473.27616 |     1.005 |    -1.201 |   -0.9260 |   -0.9316 |
+#> |.....................|    -1.021 |    -1.029 |    0.2202 |   -0.8845 |
+#> |.....................|   -0.7634 |   -0.8768 |   -0.7866 |    -1.087 |
+#> |.....................|   -0.5540 |   -0.8607 |    -1.074 |   -0.1867 |
+#> |    U|     473.27616 |     91.48 |    -5.401 |   -0.9039 |    -2.194 |
+#> |.....................|    -4.633 |    0.3927 |     1.284 |   0.05818 |
+#> |.....................|    0.8762 |   0.05840 |    0.7970 |    0.7107 |
+#> |.....................|     1.554 |    0.9663 |    0.6904 |     2.040 |
+#> |    X|     473.27616 |     91.48 |  0.004512 |    0.2883 |    0.1115 |
+#> |.....................|  0.009723 |    0.5969 |     1.284 |   0.05818 |
+#> |.....................|    0.8762 |   0.05840 |    0.7970 |    0.7107 |
+#> |.....................|     1.554 |    0.9663 |    0.6904 |     2.040 |
+#> |    F| Forward Diff. |     11.44 |     1.145 |    0.2516 |   -0.1333 |
+#> |.....................|    0.3351 |    0.9744 |    -4.753 |     3.090 |
+#> |.....................|  -0.05028 |   -0.1148 |   -0.4450 |   -0.5198 |
+#> |.....................|    0.5573 |     1.743 |   -0.2240 |    -1.858 |
+#> |   91|     473.24283 |     1.003 |    -1.202 |   -0.9260 |   -0.9314 |
+#> |.....................|    -1.021 |    -1.030 |    0.2240 |   -0.8877 |
+#> |.....................|   -0.7636 |   -0.8764 |   -0.7870 |    -1.087 |
+#> |.....................|   -0.5543 |   -0.8601 |    -1.074 |   -0.1866 |
+#> |    U|     473.24283 |     91.29 |    -5.402 |   -0.9039 |    -2.194 |
+#> |.....................|    -4.634 |    0.3922 |     1.286 |   0.05809 |
+#> |.....................|    0.8761 |   0.05841 |    0.7967 |    0.7107 |
+#> |.....................|     1.554 |    0.9668 |    0.6903 |     2.040 |
+#> |    X|     473.24283 |     91.29 |  0.004506 |    0.2882 |    0.1115 |
+#> |.....................|  0.009720 |    0.5968 |     1.286 |   0.05809 |
+#> |.....................|    0.8761 |   0.05841 |    0.7967 |    0.7107 |
+#> |.....................|     1.554 |    0.9668 |    0.6903 |     2.040 |
+#> |    F| Forward Diff. |    -7.383 |     1.129 |   0.03939 |   -0.1057 |
+#> |.....................|    0.3410 |     1.013 |    -4.733 |     2.907 |
+#> |.....................|  -0.07460 |  -0.06623 |   -0.4732 |   -0.6761 |
+#> |.....................|    0.6495 |     1.823 |   -0.1637 |    -1.832 |
+#> |   92|     473.20973 |     1.005 |    -1.204 |   -0.9260 |   -0.9311 |
+#> |.....................|    -1.021 |    -1.031 |    0.2279 |   -0.8912 |
+#> |.....................|   -0.7638 |   -0.8760 |   -0.7872 |    -1.087 |
+#> |.....................|   -0.5548 |   -0.8600 |    -1.075 |   -0.1862 |
+#> |    U|     473.20973 |     91.43 |    -5.404 |   -0.9039 |    -2.193 |
+#> |.....................|    -4.634 |    0.3917 |     1.288 |   0.05799 |
+#> |.....................|    0.8760 |   0.05843 |    0.7966 |    0.7102 |
+#> |.....................|     1.553 |    0.9669 |    0.6900 |     2.040 |
+#> |    X|     473.20973 |     91.43 |  0.004500 |    0.2882 |    0.1115 |
+#> |.....................|  0.009716 |    0.5967 |     1.288 |   0.05799 |
+#> |.....................|    0.8760 |   0.05843 |    0.7966 |    0.7102 |
+#> |.....................|     1.553 |    0.9669 |    0.6900 |     2.040 |
+#> |   93|     473.17178 |     1.005 |    -1.205 |   -0.9261 |   -0.9307 |
+#> |.....................|    -1.022 |    -1.032 |    0.2326 |   -0.8959 |
+#> |.....................|   -0.7641 |   -0.8754 |   -0.7876 |    -1.088 |
+#> |.....................|   -0.5554 |   -0.8593 |    -1.075 |   -0.1863 |
+#> |    U|     473.17178 |     91.43 |    -5.405 |   -0.9040 |    -2.193 |
+#> |.....................|    -4.634 |    0.3910 |     1.289 |   0.05785 |
+#> |.....................|    0.8759 |   0.05844 |    0.7963 |    0.7092 |
+#> |.....................|     1.552 |    0.9676 |    0.6896 |     2.040 |
+#> |    X|     473.17178 |     91.43 |  0.004492 |    0.2882 |    0.1116 |
+#> |.....................|  0.009711 |    0.5965 |     1.289 |   0.05785 |
+#> |.....................|    0.8759 |   0.05844 |    0.7963 |    0.7092 |
+#> |.....................|     1.552 |    0.9676 |    0.6896 |     2.040 |
+#> |   94|     472.97479 |     1.005 |    -1.215 |   -0.9262 |   -0.9287 |
+#> |.....................|    -1.025 |    -1.041 |    0.2575 |   -0.9212 |
+#> |.....................|   -0.7657 |   -0.8720 |   -0.7899 |    -1.094 |
+#> |.....................|   -0.5585 |   -0.8552 |    -1.078 |   -0.1866 |
+#> |    U|     472.97479 |     91.45 |    -5.415 |   -0.9041 |    -2.191 |
+#> |.....................|    -4.637 |    0.3872 |     1.300 |   0.05712 |
+#> |.....................|    0.8752 |   0.05854 |    0.7946 |    0.7037 |
+#> |.....................|     1.549 |    0.9715 |    0.6874 |     2.040 |
+#> |    X|     472.97479 |     91.45 |  0.004449 |    0.2882 |    0.1118 |
+#> |.....................|  0.009685 |    0.5956 |     1.300 |   0.05712 |
+#> |.....................|    0.8752 |   0.05854 |    0.7946 |    0.7037 |
+#> |.....................|     1.549 |    0.9715 |    0.6874 |     2.040 |
+#> |   95|     472.26932 |     1.006 |    -1.253 |   -0.9268 |   -0.9205 |
+#> |.....................|    -1.035 |    -1.074 |    0.3572 |    -1.022 |
+#> |.....................|   -0.7723 |   -0.8583 |   -0.7991 |    -1.118 |
+#> |.....................|   -0.5709 |   -0.8392 |    -1.088 |   -0.1877 |
+#> |    U|     472.26932 |     91.55 |    -5.453 |   -0.9046 |    -2.183 |
+#> |.....................|    -4.648 |    0.3719 |     1.341 |   0.05419 |
+#> |.....................|    0.8725 |   0.05894 |    0.7878 |    0.6819 |
+#> |.....................|     1.534 |    0.9868 |    0.6787 |     2.039 |
+#> |    X|     472.26932 |     91.55 |  0.004282 |    0.2881 |    0.1127 |
+#> |.....................|  0.009582 |    0.5919 |     1.341 |   0.05419 |
+#> |.....................|    0.8725 |   0.05894 |    0.7878 |    0.6819 |
+#> |.....................|     1.534 |    0.9868 |    0.6787 |     2.039 |
+#> |   96|     470.90347 |     1.012 |    -1.408 |   -0.9286 |   -0.8872 |
+#> |.....................|    -1.078 |    -1.207 |    0.7550 |    -1.427 |
+#> |.....................|   -0.7985 |   -0.8024 |   -0.8343 |    -1.204 |
+#> |.....................|   -0.6170 |   -0.7722 |    -1.128 |   -0.1957 |
+#> |    U|     470.90347 |     92.06 |    -5.608 |   -0.9062 |    -2.150 |
+#> |.....................|    -4.691 |    0.3105 |     1.506 |   0.04245 |
+#> |.....................|    0.8616 |   0.06056 |    0.7621 |    0.6043 |
+#> |.....................|     1.480 |     1.051 |    0.6438 |     2.029 |
+#> |    X|     470.90347 |     92.06 |  0.003670 |    0.2878 |    0.1165 |
+#> |.....................|  0.009180 |    0.5770 |     1.506 |   0.04245 |
+#> |.....................|    0.8616 |   0.06056 |    0.7621 |    0.6043 |
+#> |.....................|     1.480 |     1.051 |    0.6438 |     2.029 |
+#> |    F| Forward Diff. |     16.46 |    0.7178 |     1.137 |   -0.2842 |
+#> |.....................|   0.06515 |    -1.058 |    -6.810 |    -2.325 |
+#> |.....................|   -0.1903 |   -0.6630 |     1.424 |    -9.046 |
+#> |.....................|    -1.659 |     8.235 |    -7.307 |    -1.506 |
+#> |   97|     469.55066 |     1.016 |    -1.623 |   -0.9529 |   -0.8214 |
+#> |.....................|    -1.136 |    -1.353 |     1.295 |    -1.874 |
+#> |.....................|   -0.8595 |   -0.6716 |   -0.9513 |    -1.204 |
+#> |.....................|   -0.7087 |   -0.8316 |   -0.9499 |   -0.4083 |
+#> |    U|     469.55066 |     92.47 |    -5.823 |   -0.9279 |    -2.084 |
+#> |.....................|    -4.749 |    0.2437 |     1.731 |   0.02949 |
+#> |.....................|    0.8363 |   0.06435 |    0.6766 |    0.6043 |
+#> |.....................|     1.371 |    0.9940 |    0.7978 |     1.771 |
+#> |    X|     469.55066 |     92.47 |  0.002960 |    0.2834 |    0.1245 |
+#> |.....................|  0.008661 |    0.5606 |     1.731 |   0.02949 |
+#> |.....................|    0.8363 |   0.06435 |    0.6766 |    0.6043 |
+#> |.....................|     1.371 |    0.9940 |    0.7978 |     1.771 |
+#> |    F| Forward Diff. |    -5.003 |    0.4823 |    0.6025 |   -0.2481 |
+#> |.....................|    -1.135 |    0.1015 |    -5.875 |    -8.309 |
+#> |.....................|   -0.8363 |   -0.7839 |     1.711 |    -6.097 |
+#> |.....................|    -4.755 |     1.794 |     4.040 |   -0.5408 |
+#> |   98|     471.32255 |     1.022 |    -1.880 |    -1.043 |   -0.7426 |
+#> |.....................|    -1.107 |    -1.512 |     1.956 |    -1.964 |
+#> |.....................|   -0.9773 |   -0.5429 |    -1.097 |    -1.122 |
+#> |.....................|   -0.6469 |   -0.5662 |   -0.9027 |   -0.4752 |
+#> |    U|     471.32255 |     93.00 |    -6.080 |    -1.008 |    -2.005 |
+#> |.....................|    -4.719 |    0.1705 |     2.005 |   0.02687 |
+#> |.....................|    0.7874 |   0.06809 |    0.5704 |    0.6787 |
+#> |.....................|     1.444 |     1.248 |    0.8385 |     1.690 |
+#> |    X|     471.32255 |     93.00 |  0.002289 |    0.2674 |    0.1347 |
+#> |.....................|  0.008922 |    0.5425 |     2.005 |   0.02687 |
+#> |.....................|    0.7874 |   0.06809 |    0.5704 |    0.6787 |
+#> |.....................|     1.444 |     1.248 |    0.8385 |     1.690 |
+#> |   99|     468.82475 |     1.022 |    -1.709 |   -0.9836 |   -0.7948 |
+#> |.....................|    -1.126 |    -1.406 |     1.521 |    -1.898 |
+#> |.....................|   -0.8984 |   -0.6279 |    -1.001 |    -1.172 |
+#> |.....................|   -0.6845 |   -0.7440 |   -0.9371 |   -0.4303 |
+#> |    U|     468.82475 |     92.98 |    -5.909 |   -0.9551 |    -2.057 |
+#> |.....................|    -4.738 |    0.2191 |     1.824 |   0.02879 |
+#> |.....................|    0.8201 |   0.06562 |    0.6400 |    0.6333 |
+#> |.....................|     1.400 |     1.078 |    0.8088 |     1.744 |
+#> |    X|     468.82475 |     92.98 |  0.002714 |    0.2779 |    0.1278 |
+#> |.....................|  0.008755 |    0.5546 |     1.824 |   0.02879 |
+#> |.....................|    0.8201 |   0.06562 |    0.6400 |    0.6333 |
+#> |.....................|     1.400 |     1.078 |    0.8088 |     1.744 |
+#> |    F| Forward Diff. |     40.86 |    0.3767 |  -0.09575 |   -0.1893 |
+#> |.....................|    -1.313 |   -0.2132 |    -3.864 |    -4.927 |
+#> |.....................|    -1.292 |    -1.079 |   -0.1017 |    -3.329 |
+#> |.....................|    -4.248 |     8.116 |     3.916 |   -0.3530 |
+#> |  100|     467.75171 |     1.017 |    -1.816 |   -0.9824 |   -0.7623 |
+#> |.....................|    -1.067 |    -1.470 |     1.678 |    -1.962 |
+#> |.....................|   -0.9501 |   -0.5667 |   -0.9995 |    -1.140 |
+#> |.....................|   -0.5909 |   -0.8204 |    -1.012 |   -0.4878 |
+#> |    U|     467.75171 |     92.51 |    -6.016 |   -0.9541 |    -2.025 |
+#> |.....................|    -4.679 |    0.1896 |     1.889 |   0.02693 |
+#> |.....................|    0.7987 |   0.06740 |    0.6413 |    0.6622 |
+#> |.....................|     1.510 |     1.005 |    0.7438 |     1.674 |
+#> |    X|     467.75171 |     92.51 |  0.002440 |    0.2781 |    0.1320 |
+#> |.....................|  0.009285 |    0.5473 |     1.889 |   0.02693 |
+#> |.....................|    0.7987 |   0.06740 |    0.6413 |    0.6622 |
+#> |.....................|     1.510 |     1.005 |    0.7438 |     1.674 |
+#> |    F| Forward Diff. |    -11.72 |    0.1617 |   -0.2966 |    0.1391 |
+#> |.....................|   -0.7722 |   -0.6625 |    -3.136 |    -6.222 |
+#> |.....................|    -1.617 |   -0.9189 |   -0.2811 |    -3.105 |
+#> |.....................|   0.05355 |     2.320 |    -3.473 |    -2.160 |
+#> |  101|     467.28745 |     1.018 |    -1.902 |   -0.9107 |   -0.7577 |
+#> |.....................|   -0.9795 |    -1.517 |     1.777 |    -1.860 |
+#> |.....................|   -0.8874 |   -0.4787 |   -0.8826 |    -1.170 |
+#> |.....................|   -0.6199 |   -0.8544 |   -0.9952 |   -0.3962 |
+#> |    U|     467.28745 |     92.66 |    -6.102 |   -0.8902 |    -2.020 |
+#> |.....................|    -4.592 |    0.1682 |     1.931 |   0.02990 |
+#> |.....................|    0.8247 |   0.06995 |    0.7268 |    0.6357 |
+#> |.....................|     1.476 |    0.9723 |    0.7587 |     1.785 |
+#> |    X|     467.28745 |     92.66 |  0.002239 |    0.2911 |    0.1327 |
+#> |.....................|   0.01013 |    0.5420 |     1.931 |   0.02990 |
+#> |.....................|    0.8247 |   0.06995 |    0.7268 |    0.6357 |
+#> |.....................|     1.476 |    0.9723 |    0.7587 |     1.785 |
+#> |    F| Forward Diff. |     21.75 |    0.1003 |     2.571 |    0.1450 |
+#> |.....................|   -0.5415 |    -1.471 |    -1.062 |    -1.774 |
+#> |.....................|     1.363 |    0.7539 |     2.182 |    -3.357 |
+#> |.....................|    -1.337 |    0.2346 |    -1.234 |   -0.8531 |
+#> |  102|     469.68385 |    0.9954 |    -1.950 |    -1.032 |   -0.7900 |
+#> |.....................|   -0.8810 |    -1.433 |     1.783 |    -1.785 |
+#> |.....................|   -0.9418 |   -0.5114 |   -0.9107 |    -1.204 |
+#> |.....................|   -0.6798 |   -0.8966 |    -1.014 |   -0.2565 |
+#> |    U|     469.68385 |     90.58 |    -6.150 |   -0.9984 |    -2.052 |
+#> |.....................|    -4.493 |    0.2066 |     1.933 |   0.03207 |
+#> |.....................|    0.8021 |   0.06900 |    0.7062 |    0.6043 |
+#> |.....................|     1.405 |    0.9320 |    0.7422 |     1.955 |
+#> |    X|     469.68385 |     90.58 |  0.002133 |    0.2693 |    0.1284 |
+#> |.....................|   0.01118 |    0.5515 |     1.933 |   0.03207 |
+#> |.....................|    0.8021 |   0.06900 |    0.7062 |    0.6043 |
+#> |.....................|     1.405 |    0.9320 |    0.7422 |     1.955 |
+#> |  103|     467.87907 |     1.005 |    -1.909 |   -0.9308 |   -0.7628 |
+#> |.....................|   -0.9639 |    -1.503 |     1.779 |    -1.847 |
+#> |.....................|   -0.8965 |   -0.4841 |   -0.8880 |    -1.173 |
+#> |.....................|   -0.6287 |   -0.8610 |   -0.9975 |   -0.3740 |
+#> |    U|     467.87907 |     91.48 |    -6.109 |   -0.9081 |    -2.025 |
+#> |.....................|    -4.576 |    0.1745 |     1.931 |   0.03026 |
+#> |.....................|    0.8209 |   0.06979 |    0.7229 |    0.6325 |
+#> |.....................|     1.466 |    0.9660 |    0.7566 |     1.812 |
+#> |    X|     467.87907 |     91.48 |  0.002222 |    0.2874 |    0.1320 |
+#> |.....................|   0.01029 |    0.5435 |     1.931 |   0.03026 |
+#> |.....................|    0.8209 |   0.06979 |    0.7229 |    0.6325 |
+#> |.....................|     1.466 |    0.9660 |    0.7566 |     1.812 |
+#> |  104|     467.53566 |     1.009 |    -1.902 |   -0.9117 |   -0.7577 |
+#> |.....................|   -0.9793 |    -1.516 |     1.778 |    -1.859 |
+#> |.....................|   -0.8880 |   -0.4790 |   -0.8835 |    -1.168 |
+#> |.....................|   -0.6194 |   -0.8545 |   -0.9947 |   -0.3959 |
+#> |    U|     467.53566 |     91.86 |    -6.102 |   -0.8912 |    -2.020 |
+#> |.....................|    -4.592 |    0.1685 |     1.931 |   0.02992 |
+#> |.....................|    0.8245 |   0.06994 |    0.7261 |    0.6369 |
+#> |.....................|     1.477 |    0.9722 |    0.7591 |     1.786 |
+#> |    X|     467.53566 |     91.86 |  0.002239 |    0.2909 |    0.1326 |
+#> |.....................|   0.01013 |    0.5420 |     1.931 |   0.02992 |
+#> |.....................|    0.8245 |   0.06994 |    0.7261 |    0.6369 |
+#> |.....................|     1.477 |    0.9722 |    0.7591 |     1.786 |
+#> |  105|     467.26444 |     1.016 |    -1.902 |   -0.9109 |   -0.7577 |
+#> |.....................|   -0.9795 |    -1.516 |     1.777 |    -1.860 |
+#> |.....................|   -0.8875 |   -0.4788 |   -0.8828 |    -1.169 |
+#> |.....................|   -0.6198 |   -0.8544 |   -0.9951 |   -0.3961 |
+#> |    U|     467.26444 |     92.48 |    -6.102 |   -0.8905 |    -2.020 |
+#> |.....................|    -4.592 |    0.1683 |     1.931 |   0.02990 |
+#> |.....................|    0.8246 |   0.06995 |    0.7266 |    0.6360 |
+#> |.....................|     1.476 |    0.9723 |    0.7588 |     1.786 |
+#> |    X|     467.26444 |     92.48 |  0.002239 |    0.2910 |    0.1326 |
+#> |.....................|   0.01013 |    0.5420 |     1.931 |   0.02990 |
+#> |.....................|    0.8246 |   0.06995 |    0.7266 |    0.6360 |
+#> |.....................|     1.476 |    0.9723 |    0.7588 |     1.786 |
+#> |    F| Forward Diff. |    -1.458 |   0.09189 |     2.450 |    0.1713 |
+#> |.....................|   -0.5320 |    -1.492 |    -1.346 |    -2.030 |
+#> |.....................|     1.374 |    0.8089 |     1.804 |    -5.854 |
+#> |.....................|    -1.303 |    0.2787 |    -1.170 |   -0.8602 |
+#> |  106|     467.25360 |     1.017 |    -1.902 |   -0.9116 |   -0.7577 |
+#> |.....................|   -0.9793 |    -1.516 |     1.778 |    -1.859 |
+#> |.....................|   -0.8879 |   -0.4790 |   -0.8833 |    -1.168 |
+#> |.....................|   -0.6195 |   -0.8545 |   -0.9948 |   -0.3959 |
+#> |    U|      467.2536 |     92.51 |    -6.102 |   -0.8910 |    -2.020 |
+#> |.....................|    -4.592 |    0.1685 |     1.931 |   0.02992 |
+#> |.....................|    0.8245 |   0.06994 |    0.7263 |    0.6374 |
+#> |.....................|     1.477 |    0.9722 |    0.7590 |     1.786 |
+#> |    X|      467.2536 |     92.51 |  0.002239 |    0.2909 |    0.1326 |
+#> |.....................|   0.01013 |    0.5420 |     1.931 |   0.02992 |
+#> |.....................|    0.8245 |   0.06994 |    0.7263 |    0.6374 |
+#> |.....................|     1.477 |    0.9722 |    0.7590 |     1.786 |
+#> |    F| Forward Diff. |     3.196 |   0.08873 |     2.446 |    0.1672 |
+#> |.....................|   -0.5342 |    -1.484 |    -1.056 |    -1.956 |
+#> |.....................|     1.373 |    0.7965 |     2.077 |    -5.722 |
+#> |.....................|    -1.292 |    0.2471 |    -1.040 |   -0.8496 |
+#> |  107|     467.24389 |     1.015 |    -1.902 |   -0.9128 |   -0.7578 |
+#> |.....................|   -0.9790 |    -1.515 |     1.778 |    -1.858 |
+#> |.....................|   -0.8886 |   -0.4794 |   -0.8844 |    -1.165 |
+#> |.....................|   -0.6188 |   -0.8546 |   -0.9942 |   -0.3955 |
+#> |    U|     467.24389 |     92.37 |    -6.102 |   -0.8922 |    -2.020 |
+#> |.....................|    -4.592 |    0.1688 |     1.931 |   0.02995 |
+#> |.....................|    0.8242 |   0.06993 |    0.7255 |    0.6400 |
+#> |.....................|     1.477 |    0.9721 |    0.7595 |     1.786 |
+#> |    X|     467.24389 |     92.37 |  0.002239 |    0.2907 |    0.1326 |
+#> |.....................|   0.01014 |    0.5421 |     1.931 |   0.02995 |
+#> |.....................|    0.8242 |   0.06993 |    0.7255 |    0.6400 |
+#> |.....................|     1.477 |    0.9721 |    0.7595 |     1.786 |
+#> |    F| Forward Diff. |    -15.43 |   0.07336 |     2.305 |    0.1893 |
+#> |.....................|   -0.5256 |    -1.495 |    -1.329 |    -2.142 |
+#> |.....................|     1.357 |    0.9382 |     1.940 |    -3.165 |
+#> |.....................|    -1.157 |    0.2760 |   -0.9277 |   -0.8566 |
+#> |  108|     467.22397 |     1.017 |    -1.902 |   -0.9138 |   -0.7581 |
+#> |.....................|   -0.9782 |    -1.514 |     1.778 |    -1.857 |
+#> |.....................|   -0.8889 |   -0.4797 |   -0.8863 |    -1.164 |
+#> |.....................|   -0.6190 |   -0.8552 |   -0.9945 |   -0.3935 |
+#> |    U|     467.22397 |     92.56 |    -6.102 |   -0.8930 |    -2.020 |
+#> |.....................|    -4.591 |    0.1692 |     1.931 |   0.02998 |
+#> |.....................|    0.8241 |   0.06992 |    0.7241 |    0.6409 |
+#> |.....................|     1.477 |    0.9715 |    0.7593 |     1.789 |
+#> |    X|     467.22397 |     92.56 |  0.002238 |    0.2905 |    0.1326 |
+#> |.....................|   0.01015 |    0.5422 |     1.931 |   0.02998 |
+#> |.....................|    0.8241 |   0.06992 |    0.7241 |    0.6409 |
+#> |.....................|     1.477 |    0.9715 |    0.7593 |     1.789 |
+#> |    F| Forward Diff. |     8.612 |   0.07601 |     2.377 |    0.1597 |
+#> |.....................|   -0.5308 |    -1.476 |    -1.038 |    -1.834 |
+#> |.....................|     1.332 |    0.7679 |     2.039 |    -3.039 |
+#> |.....................|    -1.288 |    0.2037 |    -1.093 |   -0.8313 |
+#> |  109|     467.20858 |     1.016 |    -1.903 |   -0.9153 |   -0.7584 |
+#> |.....................|   -0.9772 |    -1.513 |     1.777 |    -1.856 |
+#> |.....................|   -0.8896 |   -0.4802 |   -0.8882 |    -1.164 |
+#> |.....................|   -0.6194 |   -0.8560 |   -0.9946 |   -0.3915 |
+#> |    U|     467.20858 |     92.46 |    -6.103 |   -0.8944 |    -2.021 |
+#> |.....................|    -4.590 |    0.1698 |     1.931 |   0.03001 |
+#> |.....................|    0.8238 |   0.06990 |    0.7227 |    0.6411 |
+#> |.....................|     1.477 |    0.9707 |    0.7591 |     1.791 |
+#> |    X|     467.20858 |     92.46 |  0.002236 |    0.2902 |    0.1325 |
+#> |.....................|   0.01016 |    0.5423 |     1.931 |   0.03001 |
+#> |.....................|    0.8238 |   0.06990 |    0.7227 |    0.6411 |
+#> |.....................|     1.477 |    0.9707 |    0.7591 |     1.791 |
+#> |    F| Forward Diff. |    -3.651 |   0.07137 |     2.259 |    0.1744 |
+#> |.....................|   -0.5171 |    -1.486 |    -1.304 |    -1.934 |
+#> |.....................|     1.324 |    0.7910 |     1.690 |    -3.053 |
+#> |.....................|    -1.233 |    0.1999 |    -1.046 |   -0.8164 |
+#> |  110|     467.19548 |     1.017 |    -1.903 |   -0.9170 |   -0.7588 |
+#> |.....................|   -0.9762 |    -1.512 |     1.778 |    -1.855 |
+#> |.....................|   -0.8906 |   -0.4808 |   -0.8898 |    -1.163 |
+#> |.....................|   -0.6195 |   -0.8567 |   -0.9946 |   -0.3897 |
+#> |    U|     467.19548 |     92.56 |    -6.103 |   -0.8959 |    -2.021 |
+#> |.....................|    -4.589 |    0.1705 |     1.931 |   0.03005 |
+#> |.....................|    0.8234 |   0.06989 |    0.7215 |    0.6417 |
+#> |.....................|     1.477 |    0.9701 |    0.7592 |     1.793 |
+#> |    X|     467.19548 |     92.56 |  0.002235 |    0.2899 |    0.1325 |
+#> |.....................|   0.01017 |    0.5425 |     1.931 |   0.03005 |
+#> |.....................|    0.8234 |   0.06989 |    0.7215 |    0.6417 |
+#> |.....................|     1.477 |    0.9701 |    0.7592 |     1.793 |
+#> |    F| Forward Diff. |     9.695 |   0.07360 |     2.256 |    0.1610 |
+#> |.....................|   -0.5147 |    -1.467 |    -1.275 |    -1.734 |
+#> |.....................|     1.307 |    0.8740 |     2.039 |    -5.568 |
+#> |.....................|    -1.898 |   -0.2550 |    -1.273 |   -0.7762 |
+#> |  111|     467.17845 |     1.016 |    -1.904 |   -0.9175 |   -0.7593 |
+#> |.....................|   -0.9751 |    -1.510 |     1.777 |    -1.854 |
+#> |.....................|   -0.8907 |   -0.4813 |   -0.8918 |    -1.161 |
+#> |.....................|   -0.6194 |   -0.8571 |   -0.9949 |   -0.3876 |
+#> |    U|     467.17845 |     92.50 |    -6.104 |   -0.8963 |    -2.022 |
+#> |.....................|    -4.588 |    0.1711 |     1.930 |   0.03007 |
+#> |.....................|    0.8234 |   0.06987 |    0.7201 |    0.6433 |
+#> |.....................|     1.477 |    0.9697 |    0.7589 |     1.796 |
+#> |    X|     467.17845 |     92.50 |  0.002234 |    0.2898 |    0.1324 |
+#> |.....................|   0.01018 |    0.5427 |     1.930 |   0.03007 |
+#> |.....................|    0.8234 |   0.06987 |    0.7201 |    0.6433 |
+#> |.....................|     1.477 |    0.9697 |    0.7589 |     1.796 |
+#> |    F| Forward Diff. |     2.021 |   0.06308 |     2.194 |    0.1658 |
+#> |.....................|   -0.5050 |    -1.471 |    -1.283 |    -1.811 |
+#> |.....................|     1.304 |    0.7659 |     1.629 |    -2.860 |
+#> |.....................|    -1.234 |    0.1434 |    -1.025 |   -0.7796 |
+#> |  112|     467.16518 |     1.015 |    -1.904 |   -0.9192 |   -0.7596 |
+#> |.....................|   -0.9742 |    -1.509 |     1.777 |    -1.853 |
+#> |.....................|   -0.8917 |   -0.4819 |   -0.8931 |    -1.160 |
+#> |.....................|   -0.6190 |   -0.8574 |   -0.9946 |   -0.3864 |
+#> |    U|     467.16518 |     92.39 |    -6.104 |   -0.8978 |    -2.022 |
+#> |.....................|    -4.587 |    0.1719 |     1.931 |   0.03011 |
+#> |.....................|    0.8229 |   0.06985 |    0.7191 |    0.6447 |
+#> |.....................|     1.477 |    0.9694 |    0.7592 |     1.797 |
+#> |    X|     467.16518 |     92.39 |  0.002234 |    0.2895 |    0.1324 |
+#> |.....................|   0.01019 |    0.5429 |     1.931 |   0.03011 |
+#> |.....................|    0.8229 |   0.06985 |    0.7191 |    0.6447 |
+#> |.....................|     1.477 |    0.9694 |    0.7592 |     1.797 |
+#> |    F| Forward Diff. |    -11.15 |   0.05292 |     2.063 |    0.1800 |
+#> |.....................|   -0.4962 |    -1.473 |   -0.9311 |    -1.912 |
+#> |.....................|     1.287 |    0.8965 |     1.659 |    -5.399 |
+#> |.....................|    -1.766 |   -0.2649 |    -1.228 |   -0.7899 |
+#> |  113|     467.14275 |     1.016 |    -1.904 |   -0.9201 |   -0.7599 |
+#> |.....................|   -0.9736 |    -1.507 |     1.777 |    -1.851 |
+#> |.....................|   -0.8922 |   -0.4826 |   -0.8948 |    -1.157 |
+#> |.....................|   -0.6182 |   -0.8576 |   -0.9943 |   -0.3850 |
+#> |    U|     467.14275 |     92.43 |    -6.104 |   -0.8986 |    -2.022 |
+#> |.....................|    -4.586 |    0.1725 |     1.931 |   0.03014 |
+#> |.....................|    0.8227 |   0.06984 |    0.7179 |    0.6470 |
+#> |.....................|     1.478 |    0.9693 |    0.7594 |     1.799 |
+#> |    X|     467.14275 |     92.43 |  0.002233 |    0.2893 |    0.1324 |
+#> |.....................|   0.01019 |    0.5430 |     1.931 |   0.03014 |
+#> |.....................|    0.8227 |   0.06984 |    0.7179 |    0.6470 |
+#> |.....................|     1.478 |    0.9693 |    0.7594 |     1.799 |
+#> |    F| Forward Diff. |    -6.177 |   0.04590 |     2.051 |    0.1758 |
+#> |.....................|   -0.4936 |    -1.461 |   -0.9893 |    -1.828 |
+#> |.....................|     1.266 |    0.7615 |     1.545 |    -5.206 |
+#> |.....................|    -1.792 |   -0.2512 |    -1.220 |   -0.7551 |
+#> |  114|     467.10820 |     1.017 |    -1.905 |   -0.9220 |   -0.7605 |
+#> |.....................|   -0.9724 |    -1.505 |     1.777 |    -1.849 |
+#> |.....................|   -0.8932 |   -0.4835 |   -0.8976 |    -1.151 |
+#> |.....................|   -0.6164 |   -0.8576 |   -0.9935 |   -0.3828 |
+#> |    U|      467.1082 |     92.55 |    -6.105 |   -0.9003 |    -2.023 |
+#> |.....................|    -4.585 |    0.1737 |     1.930 |   0.03020 |
+#> |.....................|    0.8223 |   0.06981 |    0.7158 |    0.6522 |
+#> |.....................|     1.480 |    0.9692 |    0.7601 |     1.802 |
+#> |    X|      467.1082 |     92.55 |  0.002232 |    0.2890 |    0.1323 |
+#> |.....................|   0.01020 |    0.5433 |     1.930 |   0.03020 |
+#> |.....................|    0.8223 |   0.06981 |    0.7158 |    0.6522 |
+#> |.....................|     1.480 |    0.9692 |    0.7601 |     1.802 |
+#> |    F| Forward Diff. |     8.449 |   0.03092 |     2.044 |    0.1611 |
+#> |.....................|   -0.4934 |    -1.430 |    -1.221 |    -1.596 |
+#> |.....................|     1.229 |    0.8691 |     1.875 |    -2.123 |
+#> |.....................|    -1.605 |   -0.2558 |    -1.009 |   -0.7122 |
+#> |  115|     467.10106 |     1.014 |    -1.905 |   -0.9236 |   -0.7611 |
+#> |.....................|   -0.9712 |    -1.502 |     1.777 |    -1.847 |
+#> |.....................|   -0.8940 |   -0.4849 |   -0.9012 |    -1.147 |
+#> |.....................|   -0.6148 |   -0.8578 |   -0.9928 |   -0.3803 |
+#> |    U|     467.10106 |     92.28 |    -6.105 |   -0.9017 |    -2.023 |
+#> |.....................|    -4.584 |    0.1749 |     1.930 |   0.03026 |
+#> |.....................|    0.8220 |   0.06977 |    0.7132 |    0.6562 |
+#> |.....................|     1.482 |    0.9690 |    0.7607 |     1.805 |
+#> |    X|     467.10106 |     92.28 |  0.002232 |    0.2887 |    0.1322 |
+#> |.....................|   0.01022 |    0.5436 |     1.930 |   0.03026 |
+#> |.....................|    0.8220 |   0.06977 |    0.7132 |    0.6562 |
+#> |.....................|     1.482 |    0.9690 |    0.7607 |     1.805 |
+#> |    F| Forward Diff. |    -24.17 |  0.001665 |     1.814 |    0.1960 |
+#> |.....................|   -0.4738 |    -1.444 |   -0.8955 |    -1.908 |
+#> |.....................|     1.221 |    0.7910 |     1.755 |    -3.560 |
+#> |.....................|    -2.244 |   -0.2675 |   -0.8607 |   -0.7175 |
+#> |  116|     467.04630 |     1.016 |    -1.905 |   -0.9246 |   -0.7619 |
+#> |.....................|   -0.9696 |    -1.499 |     1.777 |    -1.845 |
+#> |.....................|   -0.8944 |   -0.4866 |   -0.9055 |    -1.143 |
+#> |.....................|   -0.6133 |   -0.8582 |   -0.9923 |   -0.3775 |
+#> |    U|      467.0463 |     92.45 |    -6.105 |   -0.9026 |    -2.024 |
+#> |.....................|    -4.582 |    0.1762 |     1.930 |   0.03032 |
+#> |.....................|    0.8218 |   0.06972 |    0.7101 |    0.6601 |
+#> |.....................|     1.484 |    0.9686 |    0.7611 |     1.808 |
+#> |    X|      467.0463 |     92.45 |  0.002231 |    0.2885 |    0.1321 |
+#> |.....................|   0.01023 |    0.5439 |     1.930 |   0.03032 |
+#> |.....................|    0.8218 |   0.06972 |    0.7101 |    0.6601 |
+#> |.....................|     1.484 |    0.9686 |    0.7611 |     1.808 |
+#> |    F| Forward Diff. |    -2.647 | -0.007887 |     1.876 |    0.1719 |
+#> |.....................|   -0.4730 |    -1.410 |   -0.8701 |    -1.589 |
+#> |.....................|     1.184 |    0.7244 |     1.544 |    -4.110 |
+#> |.....................|    -1.544 |   -0.3120 |   -0.9430 |   -0.6527 |
+#> |  117|     467.02543 |     1.017 |    -1.906 |   -0.9263 |   -0.7625 |
+#> |.....................|   -0.9684 |    -1.497 |     1.777 |    -1.843 |
+#> |.....................|   -0.8954 |   -0.4879 |   -0.9089 |    -1.137 |
+#> |.....................|   -0.6116 |   -0.8583 |   -0.9915 |   -0.3753 |
+#> |    U|     467.02543 |     92.58 |    -6.106 |   -0.9041 |    -2.025 |
+#> |.....................|    -4.581 |    0.1775 |     1.930 |   0.03038 |
+#> |.....................|    0.8214 |   0.06968 |    0.7076 |    0.6649 |
+#> |.....................|     1.486 |    0.9686 |    0.7618 |     1.811 |
+#> |    X|     467.02543 |     92.58 |  0.002230 |    0.2882 |    0.1320 |
+#> |.....................|   0.01025 |    0.5443 |     1.930 |   0.03038 |
+#> |.....................|    0.8214 |   0.06968 |    0.7076 |    0.6649 |
+#> |.....................|     1.486 |    0.9686 |    0.7618 |     1.811 |
+#> |    F| Forward Diff. |     12.94 |  -0.02385 |     1.879 |    0.1542 |
+#> |.....................|   -0.4735 |    -1.378 |   -0.8918 |    -1.355 |
+#> |.....................|     1.131 |    0.6590 |     1.631 |    -3.618 |
+#> |.....................|    -1.430 |   -0.2321 |   -0.8462 |   -0.6495 |
+#> |  118|     466.99646 |     1.016 |    -1.906 |   -0.9273 |   -0.7632 |
+#> |.....................|   -0.9670 |    -1.494 |     1.776 |    -1.841 |
+#> |.....................|   -0.8958 |   -0.4892 |   -0.9132 |    -1.133 |
+#> |.....................|   -0.6101 |   -0.8587 |   -0.9911 |   -0.3725 |
+#> |    U|     466.99646 |     92.42 |    -6.106 |   -0.9050 |    -2.026 |
+#> |.....................|    -4.579 |    0.1788 |     1.930 |   0.03043 |
+#> |.....................|    0.8212 |   0.06964 |    0.7044 |    0.6690 |
+#> |.....................|     1.488 |    0.9682 |    0.7622 |     1.814 |
+#> |    X|     466.99646 |     92.42 |  0.002230 |    0.2880 |    0.1319 |
+#> |.....................|   0.01026 |    0.5446 |     1.930 |   0.03043 |
+#> |.....................|    0.8212 |   0.06964 |    0.7044 |    0.6690 |
+#> |.....................|     1.488 |    0.9682 |    0.7622 |     1.814 |
+#> |    F| Forward Diff. |    -5.590 |  -0.05004 |     1.738 |    0.1737 |
+#> |.....................|   -0.4573 |    -1.378 |   -0.8791 |    -1.534 |
+#> |.....................|     1.117 |    0.8064 |     1.528 |    -3.141 |
+#> |.....................|   -0.8220 |    0.1296 |   -0.3838 |   -0.6246 |
+#> |  119|     466.97639 |     1.017 |    -1.906 |   -0.9282 |   -0.7640 |
+#> |.....................|   -0.9655 |    -1.490 |     1.776 |    -1.839 |
+#> |.....................|   -0.8964 |   -0.4910 |   -0.9175 |    -1.129 |
+#> |.....................|   -0.6092 |   -0.8593 |   -0.9910 |   -0.3693 |
+#> |    U|     466.97639 |     92.52 |    -6.106 |   -0.9059 |    -2.026 |
+#> |.....................|    -4.578 |    0.1803 |     1.930 |   0.03049 |
+#> |.....................|    0.8210 |   0.06959 |    0.7013 |    0.6726 |
+#> |.....................|     1.489 |    0.9676 |    0.7623 |     1.818 |
+#> |    X|     466.97639 |     92.52 |  0.002230 |    0.2878 |    0.1318 |
+#> |.....................|   0.01028 |    0.5450 |     1.930 |   0.03049 |
+#> |.....................|    0.8210 |   0.06959 |    0.7013 |    0.6726 |
+#> |.....................|     1.489 |    0.9676 |    0.7623 |     1.818 |
+#> |    F| Forward Diff. |     7.027 |  -0.06281 |     1.755 |    0.1604 |
+#> |.....................|   -0.4507 |    -1.349 |   -0.8053 |    -1.299 |
+#> |.....................|     1.095 |    0.6623 |     1.032 |    -2.794 |
+#> |.....................|   -0.8171 |   0.07286 |   -0.3538 |   -0.5889 |
+#> |  120|     466.96001 |     1.015 |    -1.906 |   -0.9299 |   -0.7649 |
+#> |.....................|   -0.9637 |    -1.486 |     1.775 |    -1.837 |
+#> |.....................|   -0.8976 |   -0.4931 |   -0.9192 |    -1.125 |
+#> |.....................|   -0.6091 |   -0.8600 |   -0.9916 |   -0.3657 |
+#> |    U|     466.96001 |     92.40 |    -6.106 |   -0.9074 |    -2.027 |
+#> |.....................|    -4.576 |    0.1824 |     1.930 |   0.03055 |
+#> |.....................|    0.8205 |   0.06953 |    0.7000 |    0.6758 |
+#> |.....................|     1.489 |    0.9669 |    0.7618 |     1.823 |
+#> |    X|     466.96001 |     92.40 |  0.002230 |    0.2875 |    0.1317 |
+#> |.....................|   0.01029 |    0.5455 |     1.930 |   0.03055 |
+#> |.....................|    0.8205 |   0.06953 |    0.7000 |    0.6758 |
+#> |.....................|     1.489 |    0.9669 |    0.7618 |     1.823 |
+#> |    F| Forward Diff. |    -7.315 |  -0.08361 |     1.595 |    0.1755 |
+#> |.....................|   -0.4289 |    -1.331 |   -0.8104 |    -1.428 |
+#> |.....................|     1.055 |    0.7710 |     1.242 |    -2.826 |
+#> |.....................|    -1.346 |   -0.3282 |   -0.6399 |   -0.5709 |
+#> |  121|     466.94053 |     1.016 |    -1.905 |   -0.9315 |   -0.7662 |
+#> |.....................|   -0.9617 |    -1.480 |     1.774 |    -1.835 |
+#> |.....................|   -0.8987 |   -0.4954 |   -0.9193 |    -1.121 |
+#> |.....................|   -0.6079 |   -0.8601 |   -0.9919 |   -0.3632 |
+#> |    U|     466.94053 |     92.48 |    -6.105 |   -0.9088 |    -2.029 |
+#> |.....................|    -4.574 |    0.1849 |     1.929 |   0.03061 |
+#> |.....................|    0.8200 |   0.06946 |    0.6999 |    0.6792 |
+#> |.....................|     1.490 |    0.9668 |    0.7615 |     1.826 |
+#> |    X|     466.94053 |     92.48 |  0.002231 |    0.2873 |    0.1315 |
+#> |.....................|   0.01031 |    0.5461 |     1.929 |   0.03061 |
+#> |.....................|    0.8200 |   0.06946 |    0.6999 |    0.6792 |
+#> |.....................|     1.490 |    0.9668 |    0.7615 |     1.826 |
+#> |    F| Forward Diff. |     2.448 |  -0.09452 |     1.578 |    0.1631 |
+#> |.....................|   -0.4178 |    -1.275 |   -0.7880 |    -1.291 |
+#> |.....................|     1.013 |    0.7275 |     1.336 |   -0.1176 |
+#> |.....................|    -1.297 |   -0.2757 |   -0.6338 |   -0.5586 |
+#> |  122|     466.92529 |     1.015 |    -1.905 |   -0.9321 |   -0.7676 |
+#> |.....................|   -0.9593 |    -1.476 |     1.775 |    -1.833 |
+#> |.....................|   -0.8992 |   -0.4984 |   -0.9232 |    -1.122 |
+#> |.....................|   -0.6063 |   -0.8604 |   -0.9916 |   -0.3612 |
+#> |    U|     466.92529 |     92.34 |    -6.105 |   -0.9093 |    -2.030 |
+#> |.....................|    -4.572 |    0.1871 |     1.930 |   0.03066 |
+#> |.....................|    0.8198 |   0.06938 |    0.6971 |    0.6791 |
+#> |.....................|     1.492 |    0.9666 |    0.7618 |     1.828 |
+#> |    X|     466.92529 |     92.34 |  0.002233 |    0.2871 |    0.1313 |
+#> |.....................|   0.01034 |    0.5466 |     1.930 |   0.03066 |
+#> |.....................|    0.8198 |   0.06938 |    0.6971 |    0.6791 |
+#> |.....................|     1.492 |    0.9666 |    0.7618 |     1.828 |
+#> |    F| Forward Diff. |    -12.72 |  -0.09950 |     1.479 |    0.1754 |
+#> |.....................|   -0.4012 |    -1.242 |   -0.7866 |    -1.413 |
+#> |.....................|    0.9668 |    0.6187 |    0.9349 |    -2.630 |
+#> |.....................|    -1.260 |   -0.3489 |   -0.4063 |   -0.5476 |
+#> |  123|     466.89942 |     1.016 |    -1.904 |   -0.9326 |   -0.7693 |
+#> |.....................|   -0.9564 |    -1.470 |     1.775 |    -1.832 |
+#> |.....................|   -0.8995 |   -0.5006 |   -0.9260 |    -1.122 |
+#> |.....................|   -0.6055 |   -0.8609 |   -0.9921 |   -0.3587 |
+#> |    U|     466.89942 |     92.48 |    -6.104 |   -0.9097 |    -2.032 |
+#> |.....................|    -4.569 |    0.1897 |     1.929 |   0.03069 |
+#> |.....................|    0.8197 |   0.06931 |    0.6950 |    0.6788 |
+#> |.....................|     1.493 |    0.9661 |    0.7614 |     1.831 |
+#> |    X|     466.89942 |     92.48 |  0.002235 |    0.2871 |    0.1311 |
+#> |.....................|   0.01037 |    0.5473 |     1.929 |   0.03069 |
+#> |.....................|    0.8197 |   0.06931 |    0.6950 |    0.6788 |
+#> |.....................|     1.493 |    0.9661 |    0.7614 |     1.831 |
+#> |    F| Forward Diff. |     3.439 |  -0.09008 |     1.544 |    0.1555 |
+#> |.....................|   -0.3845 |    -1.174 |   -0.7709 |    -1.201 |
+#> |.....................|    0.9305 |    0.6799 |     1.153 |    -2.871 |
+#> |.....................|    -1.766 |   -0.2963 |   -0.5389 |   -0.5305 |
+#> |  124|     466.87885 |     1.016 |    -1.902 |   -0.9335 |   -0.7713 |
+#> |.....................|   -0.9544 |    -1.465 |     1.775 |    -1.831 |
+#> |.....................|   -0.8988 |   -0.5028 |   -0.9291 |    -1.120 |
+#> |.....................|   -0.6025 |   -0.8609 |   -0.9918 |   -0.3573 |
+#> |    U|     466.87885 |     92.42 |    -6.102 |   -0.9106 |    -2.034 |
+#> |.....................|    -4.567 |    0.1922 |     1.930 |   0.03072 |
+#> |.....................|    0.8200 |   0.06925 |    0.6928 |    0.6803 |
+#> |.....................|     1.497 |    0.9661 |    0.7616 |     1.833 |
+#> |    X|     466.87885 |     92.42 |  0.002239 |    0.2869 |    0.1309 |
+#> |.....................|   0.01039 |    0.5479 |     1.930 |   0.03072 |
+#> |.....................|    0.8200 |   0.06925 |    0.6928 |    0.6803 |
+#> |.....................|     1.497 |    0.9661 |    0.7616 |     1.833 |
+#> |    F| Forward Diff. |    -3.274 |  -0.09794 |     1.477 |    0.1445 |
+#> |.....................|   -0.3711 |    -1.126 |   -0.7697 |    -1.253 |
+#> |.....................|    0.9213 |    0.5797 |    0.6929 |    -2.254 |
+#> |.....................|   -0.4364 |   0.05549 |  -0.07007 |   -0.5105 |
+#> |  125|     466.87374 |     1.017 |    -1.901 |   -0.9363 |   -0.7725 |
+#> |.....................|   -0.9523 |    -1.459 |     1.775 |    -1.829 |
+#> |.....................|   -0.9004 |   -0.5050 |   -0.9284 |    -1.119 |
+#> |.....................|   -0.6029 |   -0.8616 |   -0.9930 |   -0.3542 |
+#> |    U|     466.87374 |     92.57 |    -6.101 |   -0.9131 |    -2.035 |
+#> |.....................|    -4.565 |    0.1945 |     1.929 |   0.03078 |
+#> |.....................|    0.8193 |   0.06919 |    0.6933 |    0.6817 |
+#> |.....................|     1.496 |    0.9655 |    0.7605 |     1.836 |
+#> |    X|     466.87374 |     92.57 |  0.002241 |    0.2864 |    0.1307 |
+#> |.....................|   0.01041 |    0.5485 |     1.929 |   0.03078 |
+#> |.....................|    0.8193 |   0.06919 |    0.6933 |    0.6817 |
+#> |.....................|     1.496 |    0.9655 |    0.7605 |     1.836 |
+#> |    F| Forward Diff. |     13.60 |  -0.09484 |     1.445 |    0.1251 |
+#> |.....................|   -0.3584 |    -1.070 |   -0.7354 |    -1.048 |
+#> |.....................|    0.8551 |    0.6144 |    0.8824 | -0.009520 |
+#> |.....................|   -0.4410 |   0.04024 |   -0.2274 |   -0.5153 |
+#> |  126|     466.85547 |     1.016 |    -1.900 |   -0.9388 |   -0.7737 |
+#> |.....................|   -0.9500 |    -1.454 |     1.774 |    -1.828 |
+#> |.....................|   -0.9020 |   -0.5070 |   -0.9271 |    -1.119 |
+#> |.....................|   -0.6040 |   -0.8622 |   -0.9946 |   -0.3509 |
+#> |    U|     466.85547 |     92.42 |    -6.100 |   -0.9152 |    -2.036 |
+#> |.....................|    -4.562 |    0.1970 |     1.929 |   0.03083 |
+#> |.....................|    0.8186 |   0.06913 |    0.6942 |    0.6818 |
+#> |.....................|     1.495 |    0.9648 |    0.7592 |     1.841 |
+#> |    X|     466.85547 |     92.42 |  0.002243 |    0.2859 |    0.1305 |
+#> |.....................|   0.01044 |    0.5491 |     1.929 |   0.03083 |
+#> |.....................|    0.8186 |   0.06913 |    0.6942 |    0.6818 |
+#> |.....................|     1.495 |    0.9648 |    0.7592 |     1.841 |
+#> |    F| Forward Diff. |    -2.539 |  -0.09755 |     1.262 |    0.1433 |
+#> |.....................|   -0.3291 |    -1.038 |   -0.7482 |    -1.225 |
+#> |.....................|    0.8087 |    0.5023 |    0.8171 | -0.005344 |
+#> |.....................|   -0.4685 |   0.01356 |   -0.1499 |   -0.5112 |
+#> |  127|     466.84409 |     1.016 |    -1.899 |   -0.9408 |   -0.7751 |
+#> |.....................|   -0.9477 |    -1.449 |     1.774 |    -1.826 |
+#> |.....................|   -0.9037 |   -0.5088 |   -0.9269 |    -1.119 |
+#> |.....................|   -0.6048 |   -0.8630 |   -0.9960 |   -0.3473 |
+#> |    U|     466.84409 |     92.47 |    -6.099 |   -0.9171 |    -2.037 |
+#> |.....................|    -4.560 |    0.1996 |     1.929 |   0.03088 |
+#> |.....................|    0.8179 |   0.06907 |    0.6944 |    0.6816 |
+#> |.....................|     1.494 |    0.9641 |    0.7580 |     1.845 |
+#> |    X|     466.84409 |     92.47 |  0.002245 |    0.2856 |    0.1304 |
+#> |.....................|   0.01046 |    0.5497 |     1.929 |   0.03088 |
+#> |.....................|    0.8179 |   0.06907 |    0.6944 |    0.6816 |
+#> |.....................|     1.494 |    0.9641 |    0.7580 |     1.845 |
+#> |    F| Forward Diff. |     3.205 |  -0.09489 |     1.201 |    0.1289 |
+#> |.....................|   -0.3142 |   -0.9889 |   -0.7667 |    -1.156 |
+#> |.....................|    0.7401 |    0.5570 |     1.301 |    -1.479 |
+#> |.....................|    -1.860 |   -0.4540 |   -0.5722 |   -0.5005 |
+#> |  128|     466.83069 |     1.016 |    -1.897 |   -0.9405 |   -0.7762 |
+#> |.....................|   -0.9462 |    -1.443 |     1.775 |    -1.825 |
+#> |.....................|   -0.9047 |   -0.5101 |   -0.9307 |    -1.119 |
+#> |.....................|   -0.6046 |   -0.8636 |   -0.9969 |   -0.3435 |
+#> |    U|     466.83069 |     92.41 |    -6.097 |   -0.9168 |    -2.039 |
+#> |.....................|    -4.559 |    0.2019 |     1.929 |   0.03091 |
+#> |.....................|    0.8175 |   0.06904 |    0.6917 |    0.6819 |
+#> |.....................|     1.494 |    0.9635 |    0.7572 |     1.850 |
+#> |    X|     466.83069 |     92.41 |  0.002250 |    0.2856 |    0.1302 |
+#> |.....................|   0.01048 |    0.5503 |     1.929 |   0.03091 |
+#> |.....................|    0.8175 |   0.06904 |    0.6917 |    0.6819 |
+#> |.....................|     1.494 |    0.9635 |    0.7572 |     1.850 |
+#> |  129|     466.81923 |     1.016 |    -1.894 |   -0.9398 |   -0.7773 |
+#> |.....................|   -0.9447 |    -1.438 |     1.775 |    -1.824 |
+#> |.....................|   -0.9056 |   -0.5113 |   -0.9343 |    -1.119 |
+#> |.....................|   -0.6049 |   -0.8643 |   -0.9979 |   -0.3395 |
+#> |    U|     466.81923 |     92.43 |    -6.094 |   -0.9162 |    -2.040 |
+#> |.....................|    -4.557 |    0.2043 |     1.930 |   0.03094 |
+#> |.....................|    0.8171 |   0.06900 |    0.6890 |    0.6818 |
+#> |.....................|     1.494 |    0.9628 |    0.7563 |     1.854 |
+#> |    X|     466.81923 |     92.43 |  0.002255 |    0.2857 |    0.1301 |
+#> |.....................|   0.01049 |    0.5509 |     1.930 |   0.03094 |
+#> |.....................|    0.8171 |   0.06900 |    0.6890 |    0.6818 |
+#> |.....................|     1.494 |    0.9628 |    0.7563 |     1.854 |
+#> |  130|     466.78977 |     1.016 |    -1.887 |   -0.9376 |   -0.7810 |
+#> |.....................|   -0.9400 |    -1.422 |     1.776 |    -1.820 |
+#> |.....................|   -0.9086 |   -0.5153 |   -0.9461 |    -1.119 |
+#> |.....................|   -0.6057 |   -0.8666 |    -1.001 |   -0.3266 |
+#> |    U|     466.78977 |     92.47 |    -6.087 |   -0.9142 |    -2.043 |
+#> |.....................|    -4.552 |    0.2120 |     1.930 |   0.03105 |
+#> |.....................|    0.8159 |   0.06889 |    0.6804 |    0.6815 |
+#> |.....................|     1.493 |    0.9606 |    0.7533 |     1.870 |
+#> |    X|     466.78977 |     92.47 |  0.002272 |    0.2861 |    0.1296 |
+#> |.....................|   0.01054 |    0.5528 |     1.930 |   0.03105 |
+#> |.....................|    0.8159 |   0.06889 |    0.6804 |    0.6815 |
+#> |.....................|     1.493 |    0.9606 |    0.7533 |     1.870 |
+#> |  131|     466.76586 |     1.017 |    -1.875 |   -0.9340 |   -0.7871 |
+#> |.....................|   -0.9321 |    -1.394 |     1.779 |    -1.814 |
+#> |.....................|   -0.9134 |   -0.5218 |   -0.9656 |    -1.119 |
+#> |.....................|   -0.6071 |   -0.8705 |    -1.007 |   -0.3052 |
+#> |    U|     466.76586 |     92.53 |    -6.075 |   -0.9110 |    -2.049 |
+#> |.....................|    -4.545 |    0.2247 |     1.931 |   0.03121 |
+#> |.....................|    0.8139 |   0.06870 |    0.6661 |    0.6811 |
+#> |.....................|     1.491 |    0.9569 |    0.7485 |     1.896 |
+#> |    X|     466.76586 |     92.53 |  0.002300 |    0.2868 |    0.1288 |
+#> |.....................|   0.01062 |    0.5559 |     1.931 |   0.03121 |
+#> |.....................|    0.8139 |   0.06870 |    0.6661 |    0.6811 |
+#> |.....................|     1.491 |    0.9569 |    0.7485 |     1.896 |
+#> |    F| Forward Diff. |     10.71 |  -0.05605 |     1.440 |   0.09508 |
+#> |.....................|   -0.1459 |   -0.5070 |   -0.9907 |   -0.8007 |
+#> |.....................|    0.4069 |    0.2923 |   0.01818 |    -1.553 |
+#> |.....................|    -1.109 |   -0.3306 |   -0.3991 |   -0.2309 |
+#> |  132|     466.72646 |     1.014 |    -1.848 |   -0.9815 |   -0.8092 |
+#> |.....................|   -0.9160 |    -1.342 |     1.783 |    -1.808 |
+#> |.....................|   -0.9032 |   -0.5322 |   -0.9570 |    -1.117 |
+#> |.....................|   -0.6032 |   -0.8748 |    -1.022 |   -0.2748 |
+#> |    U|     466.72646 |     92.30 |    -6.048 |   -0.9533 |    -2.072 |
+#> |.....................|    -4.528 |    0.2483 |     1.933 |   0.03140 |
+#> |.....................|    0.8182 |   0.06840 |    0.6724 |    0.6828 |
+#> |.....................|     1.496 |    0.9528 |    0.7357 |     1.933 |
+#> |    X|     466.72646 |     92.30 |  0.002362 |    0.2782 |    0.1260 |
+#> |.....................|   0.01080 |    0.5618 |     1.933 |   0.03140 |
+#> |.....................|    0.8182 |   0.06840 |    0.6724 |    0.6828 |
+#> |.....................|     1.496 |    0.9528 |    0.7357 |     1.933 |
+#> |    F| Forward Diff. |    -13.11 |  -0.01237 |   -0.5306 |  0.001870 |
+#> |.....................|   0.01074 | -0.001553 |   -0.5011 |    -1.124 |
+#> |.....................|    0.5240 |    0.3999 |    0.1337 |    0.6209 |
+#> |.....................|   -0.3667 |   -0.5464 |   -0.9326 |   -0.1861 |
+#> |  133|     466.72714 |     1.014 |    -1.830 |   -0.9704 |   -0.8250 |
+#> |.....................|   -0.9153 |    -1.342 |     1.791 |    -1.785 |
+#> |.....................|   -0.9449 |   -0.5943 |   -0.9266 |    -1.116 |
+#> |.....................|   -0.5962 |   -0.8737 |    -1.020 |   -0.2698 |
+#> |    U|     466.72714 |     92.32 |    -6.030 |   -0.9434 |    -2.087 |
+#> |.....................|    -4.528 |    0.2486 |     1.936 |   0.03205 |
+#> |.....................|    0.8009 |   0.06660 |    0.6946 |    0.6846 |
+#> |.....................|     1.504 |    0.9539 |    0.7372 |     1.939 |
+#> |    X|     466.72714 |     92.32 |  0.002405 |    0.2802 |    0.1240 |
+#> |.....................|   0.01081 |    0.5618 |     1.936 |   0.03205 |
+#> |.....................|    0.8009 |   0.06660 |    0.6946 |    0.6846 |
+#> |.....................|     1.504 |    0.9539 |    0.7372 |     1.939 |
+#> |  134|     466.69721 |     1.015 |    -1.839 |   -0.9760 |   -0.8170 |
+#> |.....................|   -0.9156 |    -1.342 |     1.787 |    -1.797 |
+#> |.....................|   -0.9238 |   -0.5630 |   -0.9420 |    -1.117 |
+#> |.....................|   -0.5997 |   -0.8742 |    -1.021 |   -0.2723 |
+#> |    U|     466.69721 |     92.41 |    -6.039 |   -0.9484 |    -2.079 |
+#> |.....................|    -4.528 |    0.2485 |     1.935 |   0.03173 |
+#> |.....................|    0.8096 |   0.06750 |    0.6834 |    0.6836 |
+#> |.....................|     1.500 |    0.9534 |    0.7365 |     1.936 |
+#> |    X|     466.69721 |     92.41 |  0.002383 |    0.2792 |    0.1250 |
+#> |.....................|   0.01080 |    0.5618 |     1.935 |   0.03173 |
+#> |.....................|    0.8096 |   0.06750 |    0.6834 |    0.6836 |
+#> |.....................|     1.500 |    0.9534 |    0.7365 |     1.936 |
+#> |    F| Forward Diff. |    0.5723 |  0.006769 |   -0.2879 |  -0.06332 |
+#> |.....................|   0.01114 |  -0.03155 |   -0.3915 |   -0.7923 |
+#> |.....................|   -0.3201 |   -0.2330 |    0.8086 |    -1.424 |
+#> |.....................|   -0.3663 |   -0.4815 |   -0.7933 |   -0.2384 |
+#> |  135|     466.73286 |     1.017 |    -1.834 |   -0.9731 |   -0.8131 |
+#> |.....................|   -0.9227 |    -1.351 |     1.796 |    -1.779 |
+#> |.....................|   -0.9201 |   -0.5595 |   -0.9572 |    -1.109 |
+#> |.....................|   -0.6142 |   -0.8686 |    -1.016 |   -0.2440 |
+#> |    U|     466.73286 |     92.54 |    -6.034 |   -0.9458 |    -2.075 |
+#> |.....................|    -4.535 |    0.2444 |     1.938 |   0.03223 |
+#> |.....................|    0.8111 |   0.06760 |    0.6723 |    0.6901 |
+#> |.....................|     1.483 |    0.9587 |    0.7409 |     1.970 |
+#> |    X|     466.73286 |     92.54 |  0.002396 |    0.2797 |    0.1255 |
+#> |.....................|   0.01072 |    0.5608 |     1.938 |   0.03223 |
+#> |.....................|    0.8111 |   0.06760 |    0.6723 |    0.6901 |
+#> |.....................|     1.483 |    0.9587 |    0.7409 |     1.970 |
+#> |  136|     466.69733 |     1.015 |    -1.838 |   -0.9750 |   -0.8159 |
+#> |.....................|   -0.9176 |    -1.345 |     1.790 |    -1.791 |
+#> |.....................|   -0.9226 |   -0.5619 |   -0.9467 |    -1.114 |
+#> |.....................|   -0.6033 |   -0.8723 |    -1.019 |   -0.2644 |
+#> |    U|     466.69733 |     92.40 |    -6.038 |   -0.9475 |    -2.078 |
+#> |.....................|    -4.530 |    0.2474 |     1.936 |   0.03188 |
+#> |.....................|    0.8101 |   0.06754 |    0.6799 |    0.6863 |
+#> |.....................|     1.496 |    0.9552 |    0.7382 |     1.945 |
+#> |    X|     466.69733 |     92.40 |  0.002386 |    0.2794 |    0.1251 |
+#> |.....................|   0.01078 |    0.5615 |     1.936 |   0.03188 |
+#> |.....................|    0.8101 |   0.06754 |    0.6799 |    0.6863 |
+#> |.....................|     1.496 |    0.9552 |    0.7382 |     1.945 |
+#> |  137|     466.69584 |     1.015 |    -1.839 |   -0.9754 |   -0.8165 |
+#> |.....................|   -0.9164 |    -1.343 |     1.788 |    -1.794 |
+#> |.....................|   -0.9231 |   -0.5623 |   -0.9445 |    -1.114 |
+#> |.....................|   -0.6009 |   -0.8731 |    -1.020 |   -0.2689 |
+#> |    U|     466.69584 |     92.37 |    -6.039 |   -0.9478 |    -2.079 |
+#> |.....................|    -4.529 |    0.2480 |     1.935 |   0.03180 |
+#> |.....................|    0.8099 |   0.06752 |    0.6815 |    0.6857 |
+#> |.....................|     1.499 |    0.9544 |    0.7377 |     1.940 |
+#> |    X|     466.69584 |     92.37 |  0.002384 |    0.2793 |    0.1251 |
+#> |.....................|   0.01079 |    0.5617 |     1.935 |   0.03180 |
+#> |.....................|    0.8099 |   0.06752 |    0.6815 |    0.6857 |
+#> |.....................|     1.499 |    0.9544 |    0.7377 |     1.940 |
+#> |    F| Forward Diff. |    -3.069 | -0.001275 |   -0.2861 |  -0.04975 |
+#> |.....................|   0.01387 |  -0.05203 |   -0.3437 |   -0.7173 |
+#> |.....................|   -0.2694 |   -0.1778 |    0.5026 |    0.8511 |
+#> |.....................|   -0.9213 |   -0.7376 |   -0.9765 |   -0.1682 |
+#> |  138|     466.68962 |     1.016 |    -1.839 |   -0.9764 |   -0.8159 |
+#> |.....................|   -0.9167 |    -1.342 |     1.790 |    -1.793 |
+#> |.....................|   -0.9191 |   -0.5597 |   -0.9461 |    -1.115 |
+#> |.....................|   -0.6002 |   -0.8712 |    -1.018 |   -0.2680 |
+#> |    U|     466.68962 |     92.46 |    -6.039 |   -0.9488 |    -2.078 |
+#> |.....................|    -4.529 |    0.2485 |     1.936 |   0.03184 |
+#> |.....................|    0.8115 |   0.06760 |    0.6803 |    0.6854 |
+#> |.....................|     1.499 |    0.9562 |    0.7392 |     1.941 |
+#> |    X|     466.68962 |     92.46 |  0.002385 |    0.2791 |    0.1251 |
+#> |.....................|   0.01079 |    0.5618 |     1.936 |   0.03184 |
+#> |.....................|    0.8115 |   0.06760 |    0.6803 |    0.6854 |
+#> |.....................|     1.499 |    0.9562 |    0.7392 |     1.941 |
+#> |    F| Forward Diff. |     6.342 |  0.001592 |   -0.2787 |  -0.05882 |
+#> |.....................|  0.004933 |  -0.02534 |   -0.4440 |   -0.5467 |
+#> |.....................|   -0.1484 |  -0.03146 |    0.4648 |    -1.264 |
+#> |.....................|   -0.3607 |   -0.2274 |   -0.5157 |   -0.1312 |
+#> |  139|     466.68314 |     1.015 |    -1.839 |   -0.9751 |   -0.8151 |
+#> |.....................|   -0.9166 |    -1.339 |     1.792 |    -1.792 |
+#> |.....................|   -0.9160 |   -0.5585 |   -0.9470 |    -1.115 |
+#> |.....................|   -0.5998 |   -0.8691 |    -1.016 |   -0.2676 |
+#> |    U|     466.68314 |     92.36 |    -6.039 |   -0.9476 |    -2.077 |
+#> |.....................|    -4.529 |    0.2501 |     1.937 |   0.03187 |
+#> |.....................|    0.8128 |   0.06763 |    0.6797 |    0.6853 |
+#> |.....................|     1.500 |    0.9582 |    0.7404 |     1.942 |
+#> |    X|     466.68314 |     92.36 |  0.002385 |    0.2794 |    0.1252 |
+#> |.....................|   0.01079 |    0.5622 |     1.937 |   0.03187 |
+#> |.....................|    0.8128 |   0.06763 |    0.6797 |    0.6853 |
+#> |.....................|     1.500 |    0.9582 |    0.7404 |     1.942 |
+#> |    F| Forward Diff. |    -4.258 |-0.0003497 |   -0.2788 |  -0.03383 |
+#> |.....................|   0.01408 |   0.02647 |   -0.2857 |   -0.5956 |
+#> |.....................|  -0.05089 |   0.05050 |    0.4395 |    0.8187 |
+#> |.....................|   -0.2669 |  -0.06868 |   -0.3694 |   -0.1159 |
+#> |  140|     466.67997 |     1.015 |    -1.839 |   -0.9739 |   -0.8142 |
+#> |.....................|   -0.9180 |    -1.339 |     1.794 |    -1.790 |
+#> |.....................|   -0.9137 |   -0.5623 |   -0.9494 |    -1.116 |
+#> |.....................|   -0.6002 |   -0.8690 |    -1.016 |   -0.2664 |
+#> |    U|     466.67997 |     92.38 |    -6.039 |   -0.9465 |    -2.077 |
+#> |.....................|    -4.531 |    0.2499 |     1.938 |   0.03191 |
+#> |.....................|    0.8138 |   0.06752 |    0.6779 |    0.6846 |
+#> |.....................|     1.499 |    0.9583 |    0.7410 |     1.943 |
+#> |    X|     466.67997 |     92.38 |  0.002385 |    0.2796 |    0.1254 |
+#> |.....................|   0.01078 |    0.5622 |     1.938 |   0.03191 |
+#> |.....................|    0.8138 |   0.06752 |    0.6779 |    0.6846 |
+#> |.....................|     1.499 |    0.9583 |    0.7410 |     1.943 |
+#> |    M|   Mixed Diff. |    -1.882 |-7.391e+04 |   -0.2259 |  -0.03295 |
+#> |.....................|  0.005718 |   0.01130 |   -0.3842 |   -0.4930 |
+#> |.....................|  -0.04972 |  -0.05953 |    0.5251 |    -1.398 |
+#> |.....................|   -0.3564 |  -0.08212 |   -0.3242 |   -0.1008 |
+#> |  141|     466.67997 |     1.015 |    -1.839 |   -0.9739 |   -0.8142 |
+#> |.....................|   -0.9180 |    -1.339 |     1.794 |    -1.790 |
+#> |.....................|   -0.9137 |   -0.5623 |   -0.9494 |    -1.116 |
+#> |.....................|   -0.6002 |   -0.8690 |    -1.016 |   -0.2664 |
+#> |    U|     466.67997 |     92.38 |    -6.039 |   -0.9465 |    -2.077 |
+#> |.....................|    -4.531 |    0.2499 |     1.938 |   0.03191 |
+#> |.....................|    0.8138 |   0.06752 |    0.6779 |    0.6846 |
+#> |.....................|     1.499 |    0.9583 |    0.7410 |     1.943 |
+#> |    X|     466.67997 |     92.38 |  0.002385 |    0.2796 |    0.1254 |
+#> |.....................|   0.01078 |    0.5622 |     1.938 |   0.03191 |
+#> |.....................|    0.8138 |   0.06752 |    0.6779 |    0.6846 |
+#> |.....................|     1.499 |    0.9583 |    0.7410 |     1.943 |
 #> calculating covariance matrix
 #> done
#> Calculating residuals/tables
#> done
#> Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))
#> Warning: ETAs were reset to zero during optimization; (Can control by foceiControl(resetEtaP=.))
#> Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS
#> Warning: gradient problems with initial estimate and covariance; see $scaleInfo

 AIC(
@@ -9603,27 +12422,27 @@ obtained by fitting the same model to a list of datasets using f_nlmixr_dfop_sfo_focei_obs_tc$nm
 )
 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
#> 
#>                                   df       AIC
-#> f_nlmixr_sfo_sfo_focei_const$nm    9 1082.4868
-#> f_nlmixr_fomc_sfo_focei_const$nm  11  814.4317
-#> f_nlmixr_dfop_sfo_focei_const$nm  13  866.0485
-#> f_nlmixr_fomc_sfo_saem_obs$nm     12  791.7256
-#> f_nlmixr_fomc_sfo_focei_obs$nm    12  794.5998
-#> f_nlmixr_dfop_sfo_saem_obs$nm     14  812.0463
-#> f_nlmixr_dfop_sfo_focei_obs$nm    14  846.9228
-#> f_nlmixr_fomc_sfo_focei_tc$nm     12  812.3585
-#> f_nlmixr_dfop_sfo_focei_tc$nm     14  842.3479
-#> f_nlmixr_fomc_sfo_saem_obs_tc$nm  14  817.1261
-#> f_nlmixr_fomc_sfo_focei_obs_tc$nm 14  787.4863
-#> f_nlmixr_dfop_sfo_saem_obs_tc$nm  16  858.3213
-#> f_nlmixr_dfop_sfo_focei_obs_tc$nm 16  811.0630
# Currently, FOMC-SFO with two-component error by variable fitted by focei gives the
+#> f_nlmixr_sfo_sfo_focei_const$nm    9 1082.4605
+#> f_nlmixr_fomc_sfo_focei_const$nm  11  814.4261
+#> f_nlmixr_dfop_sfo_focei_const$nm  13  870.2659
+#> f_nlmixr_fomc_sfo_saem_obs$nm     12  788.8373
+#> f_nlmixr_fomc_sfo_focei_obs$nm    12  794.5194
+#> f_nlmixr_dfop_sfo_saem_obs$nm     14  815.0797
+#> f_nlmixr_dfop_sfo_focei_obs$nm    14  834.8474
+#> f_nlmixr_fomc_sfo_focei_tc$nm     12  812.3296
+#> f_nlmixr_dfop_sfo_focei_tc$nm     14  819.4103
+#> f_nlmixr_fomc_sfo_saem_obs_tc$nm  14  814.4248
+#> f_nlmixr_fomc_sfo_focei_obs_tc$nm 14  787.4355
+#> f_nlmixr_dfop_sfo_saem_obs_tc$nm  16  828.5143
+#> f_nlmixr_dfop_sfo_focei_obs_tc$nm 16  811.1191
# Currently, FOMC-SFO with two-component error by variable fitted by focei gives the
 # lowest AIC
 plot(f_nlmixr_fomc_sfo_focei_obs_tc)
 
summary(f_nlmixr_fomc_sfo_focei_obs_tc)
 
#> nlmixr version used for fitting:    2.0.5 
 #> mkin version used for pre-fitting:  1.1.0 
-#> R version used for fitting:         4.1.1 
-#> Date of fit:     Tue Oct  5 17:25:02 2021 
-#> Date of summary: Tue Oct  5 17:26:23 2021 
+#> R version used for fitting:         4.1.2 
+#> Date of fit:     Tue Jan 11 19:40:06 2022 
+#> Date of summary: Tue Jan 11 19:41:47 2022 
 #> 
 #> Equations:
 #> d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent
@@ -9635,7 +12454,7 @@ obtained by fitting the same model to a list of datasets using 
# }
+#> parent  11.46  127.3    38.31
+#> A1     385.05 1279.1       NA
# }