Summary method for class

+ + +

Lists model equations, initial parameter values, optimised parameters +for fixed effects (population), random effects (deviations from the +population mean) and residual error model, as well as the resulting +endpoints such as formation fractions and DT50 values. Optionally +(default is FALSE), the data are listed in full.

+ +

# S3 method for nlmixr.mmkin
+summary(object, data = FALSE, verbose = FALSE, distimes = TRUE, ...)
+
+# S3 method for summary.nlmixr.mmkin
+print(x, digits = max(3, getOption("digits") - 3), verbose = x$verbose, ...)

+ +

Arguments

object: an object of class nlmixr.mmkin
data: logical, indicating whether the full data should be included in +the summary.
verbose: Should the summary be verbose?
distimes: logical, indicating whether DT50 and DT90 values should be +included.
...: optional arguments passed to methods like print.
x: an object of class summary.nlmixr.mmkin
digits: Number of digits to use for printing

Value

The summary function returns a list obtained in the fit, with at +least the following additional components

nlmixrversion, mkinversion, Rversion: The nlmixr, mkin and R versions used
date.fit, date.summary: The dates where the fit and the summary were +produced
diffs: The differential equations used in the degradation model
use_of_ff: Was maximum or minimum use made of formation fractions
data: The data
confint_back: Backtransformed parameters, with confidence intervals if available
ff: The estimated formation fractions derived from the fitted +model.
distimes: The DT50 and DT90 values for each observed variable.
SFORB: If applicable, eigenvalues of SFORB components of the model.

The print method is called for its side effect, i.e. printing the summary.

Author

Johannes Ranke for the mkin specific parts +nlmixr authors for the parts inherited from nlmixr.

+ +

Examples

# Generate five datasets following DFOP-SFO kinetics
+sampling_times = c(0, 1, 3, 7, 14, 28, 60, 90, 120)
+dfop_sfo <- mkinmod(parent = mkinsub("DFOP", "m1"),
+ m1 = mkinsub("SFO"), quiet = TRUE)
+set.seed(1234)
+k1_in <- rlnorm(5, log(0.1), 0.3)
+k2_in <- rlnorm(5, log(0.02), 0.3)
+g_in <- plogis(rnorm(5, qlogis(0.5), 0.3))
+f_parent_to_m1_in <- plogis(rnorm(5, qlogis(0.3), 0.3))
+k_m1_in <- rlnorm(5, log(0.02), 0.3)
+
+pred_dfop_sfo <- function(k1, k2, g, f_parent_to_m1, k_m1) {
+  mkinpredict(dfop_sfo,
+    c(k1 = k1, k2 = k2, g = g, f_parent_to_m1 = f_parent_to_m1, k_m1 = k_m1),
+    c(parent = 100, m1 = 0),
+    sampling_times)
+}
+
+ds_mean_dfop_sfo <- lapply(1:5, function(i) {
+  mkinpredict(dfop_sfo,
+    c(k1 = k1_in[i], k2 = k2_in[i], g = g_in[i],
+      f_parent_to_m1 = f_parent_to_m1_in[i], k_m1 = k_m1_in[i]),
+    c(parent = 100, m1 = 0),
+    sampling_times)
+})
+names(ds_mean_dfop_sfo) <- paste("ds", 1:5)
+
+ds_syn_dfop_sfo <- lapply(ds_mean_dfop_sfo, function(ds) {
+  add_err(ds,
+    sdfunc = function(value) sqrt(1^2 + value^2 * 0.07^2),
+    n = 1)[[1]]
+})
+
+# \dontrun{
+# Evaluate using mmkin and nlmixr
+f_mmkin_dfop_sfo <- mmkin(list(dfop_sfo), ds_syn_dfop_sfo,
+  quiet = TRUE, error_model = "tc", cores = 5)
+f_saemix_dfop_sfo <- mkin::saem(f_mmkin_dfop_sfo)
+f_nlme_dfop_sfo <- mkin::nlme(f_mmkin_dfop_sfo)
+f_nlmixr_dfop_sfo_saem <- nlmixr(f_mmkin_dfop_sfo, est = "saem")
+#> With est = 'saem', a different error model is required for each observed variableChanging the error model to 'obs_tc' (Two-component error for each observed variable)
+#> 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:    99.5921   -3.9040   -2.1350   -3.7103   -2.0097    0.3217    6.6502    0.1520    0.5415    0.1995    0.3705    0.5588    7.9084    0.0824    7.5666    0.1777
+#> 2:    99.9835   -3.8650   -2.3586   -4.0306   -1.6536    0.0696    6.3177    0.1590    0.5144    0.1895    0.3520    0.5308    4.7746    0.0649    4.5667    0.0865
+#> 3:    1.0014e+02  -4.0173e+00  -2.3869e+00  -4.0840e+00  -1.2338e+00   3.4899e-02   6.0018e+00   1.5109e-01   4.8870e-01   1.8005e-01   3.3438e-01   5.0428e-01   2.8890e+00   7.0377e-02   2.9045e+00   9.5437e-02
+#> 4:    1.0024e+02  -4.1414e+00  -2.4972e+00  -4.1082e+00  -1.0291e+00  -1.0684e-02   5.7017e+00   1.4354e-01   4.6427e-01   1.7105e-01   3.1766e-01   4.7907e-01   2.1715e+00   8.9921e-02   1.8765e+00   1.0403e-01
+#> 5:    1.0068e+02  -4.1132e+00  -2.4776e+00  -4.0576e+00  -1.0391e+00  -8.8738e-02   5.8192e+00   1.3636e-01   4.4106e-01   1.6249e-01   3.0177e-01   4.5512e-01   1.6349e+00   8.3197e-02   1.4947e+00   1.0221e-01
+#> 6:    1.0044e+02  -4.0883e+00  -2.3931e+00  -4.1068e+00  -9.5058e-01  -1.2696e-01   5.5283e+00   1.2954e-01   4.1900e-01   1.5437e-01   2.8669e-01   4.5581e-01   1.4126e+00   8.1219e-02   1.2286e+00   1.0043e-01
+#> 7:    1.0103e+02  -4.0833e+00  -2.4194e+00  -4.0894e+00  -9.8547e-01   5.2360e-03   9.8755e+00   1.2306e-01   3.9805e-01   1.4665e-01   2.7235e-01   5.3394e-01   1.3620e+00   7.9842e-02   1.0649e+00   1.0298e-01
+#> 8:    1.0106e+02  -4.0535e+00  -2.3489e+00  -4.0682e+00  -9.4455e-01  -9.4310e-02   9.3818e+00   1.1691e-01   3.7815e-01   1.3932e-01   2.5873e-01   5.0724e-01   1.2163e+00   7.0820e-02   1.0147e+00   9.2362e-02
+#> 9:    1.0150e+02  -4.0498e+00  -2.4037e+00  -4.0719e+00  -9.3384e-01  -1.2384e-01   8.9127e+00   1.1107e-01   3.5924e-01   1.3235e-01   2.4580e-01   5.3463e-01   1.0849e+00   7.7513e-02   9.8295e-01   8.5927e-02
+#> 10:    1.0089e+02  -4.0313e+00  -2.3670e+00  -4.0573e+00  -9.0269e-01  -1.6427e-01   8.4670e+00   1.0551e-01   3.4128e-01   1.2573e-01   2.3351e-01   5.4980e-01   1.1274e+00   7.6000e-02   9.8582e-01   8.9740e-02
+#> 11:    1.0089e+02  -4.0664e+00  -2.3547e+00  -4.0554e+00  -9.3659e-01  -1.6900e-01   8.0437e+00   1.0024e-01   3.2422e-01   1.1945e-01   2.2183e-01   5.2231e-01   1.1513e+00   7.5801e-02   9.7638e-01   8.5324e-02
+#> 12:    1.0067e+02  -4.0427e+00  -2.3729e+00  -4.0413e+00  -9.2169e-01  -2.0927e-01   8.6156e+00   9.5225e-02   3.0801e-01   1.1348e-01   2.1074e-01   6.0288e-01   1.1918e+00   7.4830e-02   9.1899e-01   8.7983e-02
+#> 13:    1.0042e+02  -4.0387e+00  -2.3650e+00  -4.0623e+00  -9.3973e-01  -2.2277e-01   8.1848e+00   9.0463e-02   2.9260e-01   1.0780e-01   2.0020e-01   5.7274e-01   1.1022e+00   7.3652e-02   9.1657e-01   8.7973e-02
+#> 14:    1.0020e+02  -4.0227e+00  -2.3586e+00  -4.0333e+00  -9.4451e-01  -1.8020e-01   7.7756e+00   8.5940e-02   2.7797e-01   1.0241e-01   1.9019e-01   5.4410e-01   1.0728e+00   8.0169e-02   7.8974e-01   9.0162e-02
+#> 15:    1.0045e+02  -4.0209e+00  -2.3544e+00  -4.0187e+00  -8.9758e-01  -2.4348e-01   7.3868e+00   8.1643e-02   2.6408e-01   9.7291e-02   1.8068e-01   6.4534e-01   1.0287e+00   7.9387e-02   7.3357e-01   9.0858e-02
+#> 16:    1.0061e+02  -4.0195e+00  -2.3678e+00  -4.0419e+00  -8.9130e-01  -2.4248e-01   7.0175e+00   7.7561e-02   2.5087e-01   9.2427e-02   1.7165e-01   6.7145e-01   1.0440e+00   7.9292e-02   8.4681e-01   8.5285e-02
+#> 17:    1.0034e+02  -4.0298e+00  -2.3685e+00  -4.0637e+00  -8.9550e-01  -1.0712e-01   6.6666e+00   7.3683e-02   2.3833e-01   8.7805e-02   1.6307e-01   6.3788e-01   1.0827e+00   7.1441e-02   8.5278e-01   8.8090e-02
+#> 18:    99.8774   -4.0600   -2.3805   -4.0726   -0.9545   -0.1196    6.3333    0.0700    0.2264    0.0834    0.1549    0.6060    1.0056    0.0751    0.8017    0.0877
+#> 19:    1.0055e+02  -4.0731e+00  -2.2711e+00  -4.0824e+00  -9.5827e-01  -5.9764e-02   6.0166e+00   6.6499e-02   2.1509e-01   7.9244e-02   1.4717e-01   5.7835e-01   9.3185e-01   7.9396e-02   8.2332e-01   9.1277e-02
+#> 20:    1.0060e+02  -4.1023e+00  -2.2841e+00  -4.0757e+00  -9.7931e-01  -1.0440e-01   5.7158e+00   6.3174e-02   2.0434e-01   7.5282e-02   1.3981e-01   6.4675e-01   1.0006e+00   7.7840e-02   8.7958e-01   9.1512e-02
+#> 21:    1.0095e+02  -4.0955e+00  -2.3274e+00  -4.1038e+00  -9.5611e-01  -5.2481e-02   5.8063e+00   6.0015e-02   1.9412e-01   7.1518e-02   1.3282e-01   6.4943e-01   1.0926e+00   7.2665e-02   9.0450e-01   8.6278e-02
+#> 22:    1.0083e+02  -4.0789e+00  -2.3108e+00  -4.1074e+00  -9.6548e-01  -4.9665e-02   5.5160e+00   5.7014e-02   1.8441e-01   6.7942e-02   1.2618e-01   6.7304e-01   9.3297e-01   8.1042e-02   8.9206e-01   9.2336e-02
+#> 23:    1.0114e+02  -4.0924e+00  -2.4027e+00  -4.0947e+00  -9.7291e-01  -5.0773e-02   5.2567e+00   5.4164e-02   1.7519e-01   6.5747e-02   1.1987e-01   7.3402e-01   9.7858e-01   8.2133e-02   8.4928e-01   8.8254e-02
+#> 24:    1.0151e+02  -4.0787e+00  -2.3696e+00  -4.0712e+00  -9.5647e-01  -5.4136e-02   4.9938e+00   5.1456e-02   1.6643e-01   6.2460e-02   1.1388e-01   7.1847e-01   9.7548e-01   7.7691e-02   9.0418e-01   8.9115e-02
+#> 25:    1.0158e+02  -4.0830e+00  -2.3384e+00  -4.0705e+00  -9.5727e-01  -8.4974e-02   4.7442e+00   4.8883e-02   1.5811e-01   5.9337e-02   1.0818e-01   6.8255e-01   1.0340e+00   7.4497e-02   9.0691e-01   9.0886e-02
+#> 26:    1.0156e+02  -4.0784e+00  -2.3030e+00  -4.1027e+00  -9.5638e-01  -4.9456e-03   4.5069e+00   4.6439e-02   1.5021e-01   5.6370e-02   1.1189e-01   6.4842e-01   1.0537e+00   7.7612e-02   9.6725e-01   8.7824e-02
+#> 27:    1.0198e+02  -4.0828e+00  -2.3006e+00  -4.0803e+00  -9.9402e-01  -8.3280e-02   4.2816e+00   4.4117e-02   1.4270e-01   5.3552e-02   1.3300e-01   6.1600e-01   9.1051e-01   7.7677e-02   9.5949e-01   8.6552e-02
+#> 28:    1.0183e+02  -4.0871e+00  -2.2822e+00  -4.0596e+00  -9.9920e-01  -1.1469e-01   4.0675e+00   4.1911e-02   1.3556e-01   5.0874e-02   1.4021e-01   5.8520e-01   1.0294e+00   7.0917e-02   8.6440e-01   9.0301e-02
+#> 29:    1.0171e+02  -4.0838e+00  -2.2606e+00  -4.0885e+00  -9.8937e-01  -6.6488e-02   4.3393e+00   3.9815e-02   1.2878e-01   4.8330e-02   1.3320e-01   5.5594e-01   1.0042e+00   8.1585e-02   8.5434e-01   8.6032e-02
+#> 30:    1.0177e+02  -4.0861e+00  -2.2615e+00  -4.0670e+00  -9.9119e-01  -1.1322e-01   6.3058e+00   3.7825e-02   1.2942e-01   4.5914e-02   1.4223e-01   5.2814e-01   9.6301e-01   7.3336e-02   9.2366e-01   8.9276e-02
+#> 31:    1.0160e+02  -4.0900e+00  -2.2455e+00  -4.0514e+00  -9.8754e-01  -2.2617e-01   5.9905e+00   3.5933e-02   1.2295e-01   4.3618e-02   1.3512e-01   5.2898e-01   1.0441e+00   7.6262e-02   1.0227e+00   8.3759e-02
+#> 32:    1.0193e+02  -4.0967e+00  -2.2599e+00  -4.0295e+00  -9.8917e-01  -1.6626e-01   5.6910e+00   3.4137e-02   1.2620e-01   4.1437e-02   1.4303e-01   5.0253e-01   9.8083e-01   7.4136e-02   1.0031e+00   8.5124e-02
+#> 33:    1.0215e+02  -4.0713e+00  -2.2563e+00  -4.0313e+00  -9.7361e-01  -1.8246e-01   5.4065e+00   3.2430e-02   1.1989e-01   3.9365e-02   1.5371e-01   4.7741e-01   9.6935e-01   8.0491e-02   9.7610e-01   8.0590e-02
+#> 34:    1.0251e+02  -4.0707e+00  -2.2635e+00  -4.0387e+00  -9.2149e-01  -1.3452e-01   6.3940e+00   3.0808e-02   1.1389e-01   3.7397e-02   1.6720e-01   4.5354e-01   9.2449e-01   7.4355e-02   1.0505e+00   8.3049e-02
+#> 35:    1.0278e+02  -4.0579e+00  -2.2877e+00  -4.0289e+00  -9.6632e-01  -1.2910e-01   6.0743e+00   2.9268e-02   1.0820e-01   3.5527e-02   1.7242e-01   4.3086e-01   1.0129e+00   7.3224e-02   1.0035e+00   7.9411e-02
+#> 36:    1.0283e+02  -4.0771e+00  -2.2977e+00  -4.0108e+00  -9.5228e-01  -2.1781e-01   5.7706e+00   2.7805e-02   1.0279e-01   3.3751e-02   1.7034e-01   4.0932e-01   9.0249e-01   7.9917e-02   9.4562e-01   8.2391e-02
+#> 37:    1.0228e+02  -4.0442e+00  -2.3061e+00  -4.0150e+00  -9.5376e-01  -1.4873e-01   5.4821e+00   2.6414e-02   9.7651e-02   3.2063e-02   1.7772e-01   3.8885e-01   9.0446e-01   8.1418e-02   9.7276e-01   8.3331e-02
+#> 38:    1.0220e+02  -4.0454e+00  -2.3204e+00  -4.0207e+00  -9.3198e-01  -1.9324e-01   5.2080e+00   2.5094e-02   1.0946e-01   3.0460e-02   1.6883e-01   3.6941e-01   8.9159e-01   7.8645e-02   9.5848e-01   8.2734e-02
+#> 39:    1.0193e+02  -4.0306e+00  -2.2926e+00  -4.0131e+00  -9.3448e-01  -2.1869e-01   6.7005e+00   2.3839e-02   1.0399e-01   2.8937e-02   1.6039e-01   3.5571e-01   9.0078e-01   7.8982e-02   9.3495e-01   8.3462e-02
+#> 40:    1.0217e+02  -4.0463e+00  -2.2823e+00  -4.0209e+00  -9.2912e-01  -2.3580e-01   8.7857e+00   2.2647e-02   9.8789e-02   2.7490e-02   1.5418e-01   3.3792e-01   8.5126e-01   7.8849e-02   9.5510e-01   8.3011e-02
+#> 41:    1.0210e+02  -4.0564e+00  -2.2213e+00  -4.0041e+00  -9.4137e-01  -2.4103e-01   9.2761e+00   2.1515e-02   9.5179e-02   2.6116e-02   1.4795e-01   3.9870e-01   9.8312e-01   7.1947e-02   1.0015e+00   8.1407e-02
+#> 42:    1.0201e+02  -4.0204e+00  -2.2598e+00  -3.9984e+00  -9.4412e-01  -2.6838e-01   8.8123e+00   2.0439e-02   9.0420e-02   2.4810e-02   1.5013e-01   4.0334e-01   9.5583e-01   7.5617e-02   9.5131e-01   8.2343e-02
+#> 43:    1.0244e+02  -4.0107e+00  -2.2178e+00  -3.9923e+00  -9.4481e-01  -3.1831e-01   8.3717e+00   1.9417e-02   9.5791e-02   2.3569e-02   1.5440e-01   4.8194e-01   9.4582e-01   7.4374e-02   9.7798e-01   8.3391e-02
+#> 44:    1.0211e+02  -4.0193e+00  -2.2379e+00  -3.9784e+00  -9.2192e-01  -3.0224e-01   7.9531e+00   1.8446e-02   9.1002e-02   2.6623e-02   1.4668e-01   4.5785e-01   9.4162e-01   7.4503e-02   9.3229e-01   7.8428e-02
+#> 45:    1.0183e+02  -4.0198e+00  -2.2150e+00  -3.9966e+00  -9.6219e-01  -3.0236e-01   7.5554e+00   1.7524e-02   8.6452e-02   2.8045e-02   1.4346e-01   4.3495e-01   9.3318e-01   7.5937e-02   9.4917e-01   8.2946e-02
+#> 46:    1.0132e+02  -4.0245e+00  -2.2215e+00  -3.9954e+00  -9.4368e-01  -2.6878e-01   7.1777e+00   1.6648e-02   9.5839e-02   2.6909e-02   1.4633e-01   4.1321e-01   9.7698e-01   7.1947e-02   9.6599e-01   8.3812e-02
+#> 47:    1.0138e+02  -4.0076e+00  -2.2741e+00  -4.0047e+00  -9.0608e-01  -2.2839e-01   6.8188e+00   1.5815e-02   9.2192e-02   2.5563e-02   1.6160e-01   3.9255e-01   9.3678e-01   7.4216e-02   1.0295e+00   7.9396e-02
+#> 48:    1.0102e+02  -4.0235e+00  -2.2764e+00  -4.0123e+00  -9.1050e-01  -2.0555e-01   6.4778e+00   1.5024e-02   8.7583e-02   2.4285e-02   1.6368e-01   3.7292e-01   9.2204e-01   7.6976e-02   1.0289e+00   8.1381e-02
+#> 49:    1.0074e+02  -4.0407e+00  -2.2583e+00  -4.0142e+00  -9.2682e-01  -2.5941e-01   6.1540e+00   1.4273e-02   8.3203e-02   2.3071e-02   1.8251e-01   3.5427e-01   9.0436e-01   7.4192e-02   1.0237e+00   8.2178e-02
+#> 50:    1.0046e+02  -4.0626e+00  -2.2464e+00  -4.0201e+00  -9.3021e-01  -2.6983e-01   5.8463e+00   1.4303e-02   7.9043e-02   2.3395e-02   1.7339e-01   3.3846e-01   9.1334e-01   7.8046e-02   9.5881e-01   8.1223e-02
+#> 51:    1.0022e+02  -4.0414e+00  -2.2373e+00  -4.0107e+00  -9.2183e-01  -2.6371e-01   5.8667e+00   1.8681e-02   7.5091e-02   2.2225e-02   1.6472e-01   3.7327e-01   9.4906e-01   8.0171e-02   1.0278e+00   8.7157e-02
+#> 52:    1.0059e+02  -4.0444e+00  -2.2676e+00  -4.0263e+00  -9.1269e-01  -2.1748e-01   5.5734e+00   1.7747e-02   7.1337e-02   2.1114e-02   1.5648e-01   3.5461e-01   8.6417e-01   8.2918e-02   1.0332e+00   8.1690e-02
+#> 53:    1.0071e+02  -4.0384e+00  -2.2530e+00  -4.0171e+00  -9.2997e-01  -2.5319e-01   5.2947e+00   1.6860e-02   6.7770e-02   2.0058e-02   1.6621e-01   3.3688e-01   8.9792e-01   7.8990e-02   1.0230e+00   7.9862e-02
+#> 54:    1.0067e+02  -4.0271e+00  -2.2540e+00  -4.0251e+00  -9.2151e-01  -2.2197e-01   5.0300e+00   1.6017e-02   6.4381e-02   1.9055e-02   1.7025e-01   3.2003e-01   8.7999e-01   8.0187e-02   1.0487e+00   8.1091e-02
+#> 55:    1.0083e+02  -4.0326e+00  -2.2090e+00  -4.0230e+00  -9.2078e-01  -2.4936e-01   4.8429e+00   1.5216e-02   6.1162e-02   1.8103e-02   1.7211e-01   3.0403e-01   8.8923e-01   8.2248e-02   1.0522e+00   8.0777e-02
+#> 56:    1.0082e+02  -4.0284e+00  -2.2350e+00  -4.0083e+00  -8.9532e-01  -1.9565e-01   5.3306e+00   1.4455e-02   5.8104e-02   1.7197e-02   1.6350e-01   2.8883e-01   8.7438e-01   7.9530e-02   1.0748e+00   7.9892e-02
+#> 57:    1.0089e+02  -4.0118e+00  -2.2585e+00  -3.9924e+00  -9.5279e-01  -2.7691e-01   5.4228e+00   1.3733e-02   5.5199e-02   1.6338e-02   1.9088e-01   2.7439e-01   9.3164e-01   8.0286e-02   1.1149e+00   8.3224e-02
+#> 58:    1.0103e+02  -4.0117e+00  -2.2470e+00  -3.9628e+00  -9.5632e-01  -3.1385e-01   5.1517e+00   1.3046e-02   6.2482e-02   1.5521e-02   1.8744e-01   2.8144e-01   9.6857e-01   8.0586e-02   1.0149e+00   8.0615e-02
+#> 59:    1.0110e+02  -4.0400e+00  -2.2319e+00  -3.9749e+00  -9.3280e-01  -3.1491e-01   4.8941e+00   1.4375e-02   7.6521e-02   1.9982e-02   1.8994e-01   2.6736e-01   9.9294e-01   7.6723e-02   9.8321e-01   8.4135e-02
+#> 60:    1.0135e+02  -4.0401e+00  -2.2969e+00  -4.0006e+00  -9.3649e-01  -2.7105e-01   4.6494e+00   1.5352e-02   7.2695e-02   1.8983e-02   1.8339e-01   2.5400e-01   9.7671e-01   8.0731e-02   1.0344e+00   8.4798e-02
+#> 61:    1.0139e+02  -4.0447e+00  -2.3267e+00  -4.0036e+00  -9.2609e-01  -2.4279e-01   4.4169e+00   1.4584e-02   6.9060e-02   1.8034e-02   1.7844e-01   2.4130e-01   9.4921e-01   8.1065e-02   1.0031e+00   8.2364e-02
+#> 62:    1.0187e+02  -4.0605e+00  -2.2435e+00  -4.0093e+00  -9.4594e-01  -2.2911e-01   4.1961e+00   1.3855e-02   6.5607e-02   2.0229e-02   1.6951e-01   2.2923e-01   8.5507e-01   8.5043e-02   1.0003e+00   8.4881e-02
+#> 63:    1.0181e+02  -4.0665e+00  -2.2106e+00  -3.9954e+00  -9.5259e-01  -2.2539e-01   3.9863e+00   1.3162e-02   6.2327e-02   1.9217e-02   2.0722e-01   2.1777e-01   9.2699e-01   7.9303e-02   9.8900e-01   8.5477e-02
+#> 64:    1.0178e+02  -4.0641e+00  -2.2152e+00  -3.9904e+00  -9.7044e-01  -2.2671e-01   3.8289e+00   1.2504e-02   5.9210e-02   1.8256e-02   2.1010e-01   2.0688e-01   8.6741e-01   8.9748e-02   9.9564e-01   8.6675e-02
+#> 65:    1.0149e+02  -4.0871e+00  -2.2063e+00  -4.0000e+00  -9.7253e-01  -2.0360e-01   3.6375e+00   1.1879e-02   5.8060e-02   1.7344e-02   2.3758e-01   1.9654e-01   9.1092e-01   8.6259e-02   1.0674e+00   8.6171e-02
+#> 66:    1.0131e+02  -4.0863e+00  -2.2283e+00  -4.0026e+00  -9.6884e-01  -2.2153e-01   3.4556e+00   1.1285e-02   5.5157e-02   1.6476e-02   2.5128e-01   1.8671e-01   9.2512e-01   7.7687e-02   1.0847e+00   8.2689e-02
+#> 67:    1.0124e+02  -4.0691e+00  -2.2261e+00  -4.0021e+00  -9.2647e-01  -2.9309e-01   3.2828e+00   1.0721e-02   5.2400e-02   1.5653e-02   2.3872e-01   1.7738e-01   8.3514e-01   8.7680e-02   1.0093e+00   8.1515e-02
+#> 68:    1.0160e+02  -4.0653e+00  -2.2627e+00  -3.9685e+00  -9.5325e-01  -2.9870e-01   3.1187e+00   1.0185e-02   5.0455e-02   1.6013e-02   2.2678e-01   1.6851e-01   9.3016e-01   8.4873e-02   1.0357e+00   8.0066e-02
+#> 69:    1.0154e+02  -4.0667e+00  -2.2536e+00  -3.9686e+00  -9.8329e-01  -2.1749e-01   2.9628e+00   9.6753e-03   4.7932e-02   1.6408e-02   2.1544e-01   1.6008e-01   9.4932e-01   8.5396e-02   1.0298e+00   8.2915e-02
+#> 70:    1.0140e+02  -4.0718e+00  -2.2809e+00  -4.0031e+00  -9.7818e-01  -1.5912e-01   2.8146e+00   1.2376e-02   4.5536e-02   1.5606e-02   2.0467e-01   1.5208e-01   9.8171e-01   8.4966e-02   1.0881e+00   8.4583e-02
+#> 71:    1.0119e+02  -4.0810e+00  -2.2832e+00  -3.9945e+00  -9.7859e-01  -1.6288e-01   2.6739e+00   1.1757e-02   4.3259e-02   2.2477e-02   1.9444e-01   1.4447e-01   9.2355e-01   8.4027e-02   1.0557e+00   8.3942e-02
+#> 72:    1.0133e+02  -4.0904e+00  -2.2582e+00  -4.0034e+00  -1.0103e+00  -1.9818e-01   2.5402e+00   1.1169e-02   6.0710e-02   2.4943e-02   1.8472e-01   1.3725e-01   8.8530e-01   8.8313e-02   9.6043e-01   8.6565e-02
+#> 73:    1.0081e+02  -4.0852e+00  -2.2408e+00  -4.0324e+00  -9.8147e-01  -2.0245e-01   2.4132e+00   1.0611e-02   6.0672e-02   2.3696e-02   1.7586e-01   1.5058e-01   9.8632e-01   8.0072e-02   1.0754e+00   8.4211e-02
+#> 74:    1.0096e+02  -4.0784e+00  -2.2415e+00  -4.0085e+00  -9.6374e-01  -2.1820e-01   2.2925e+00   1.0080e-02   7.8175e-02   2.2511e-02   2.0451e-01   1.4305e-01   9.7218e-01   7.5856e-02   1.0703e+00   8.2684e-02
+#> 75:    1.0059e+02  -4.0614e+00  -2.2571e+00  -4.0069e+00  -9.6858e-01  -2.2415e-01   2.1779e+00   9.5763e-03   7.4266e-02   2.1385e-02   2.0050e-01   1.3590e-01   9.4625e-01   8.3873e-02   1.0545e+00   8.0628e-02
+#> 76:    1.0071e+02  -4.0570e+00  -2.2509e+00  -4.0111e+00  -9.4159e-01  -2.0936e-01   2.0690e+00   9.0975e-03   1.0546e-01   2.0316e-02   1.9048e-01   1.2911e-01   9.1139e-01   8.4290e-02   1.0164e+00   8.0587e-02
+#> 77:    1.0056e+02  -4.0315e+00  -2.2434e+00  -4.0068e+00  -9.1913e-01  -2.0655e-01   1.9656e+00   8.6426e-03   1.2867e-01   1.9300e-02   1.8971e-01   1.5112e-01   9.1748e-01   8.0221e-02   1.0080e+00   8.2126e-02
+#> 78:    1.0054e+02  -4.0350e+00  -2.2335e+00  -4.0109e+00  -9.4315e-01  -1.7472e-01   2.6310e+00   8.2105e-03   1.3206e-01   1.8867e-02   2.0835e-01   1.8443e-01   9.7893e-01   7.9595e-02   1.0622e+00   8.3669e-02
+#> 79:    1.0036e+02  -4.0500e+00  -2.2739e+00  -4.0223e+00  -9.6070e-01  -1.8756e-01   2.5665e+00   7.7999e-03   1.2546e-01   1.7924e-02   1.9794e-01   2.0106e-01   9.4360e-01   8.0070e-02   1.0209e+00   8.4807e-02
+#> 80:    1.0030e+02  -4.0522e+00  -2.2890e+00  -4.0149e+00  -9.2615e-01  -2.1233e-01   2.4382e+00   7.4099e-03   1.2570e-01   1.7028e-02   1.8804e-01   2.4730e-01   9.6559e-01   8.0105e-02   1.0382e+00   7.9028e-02
+#> 81:    1.0004e+02  -4.0462e+00  -2.2766e+00  -4.0158e+00  -9.0841e-01  -2.3731e-01   3.0663e+00   7.0394e-03   1.2300e-01   1.6176e-02   1.7864e-01   2.3493e-01   8.8273e-01   8.0620e-02   1.0835e+00   7.9915e-02
+#> 82:    1.0015e+02  -4.0106e+00  -2.2696e+00  -3.9845e+00  -9.2535e-01  -2.7387e-01   2.9130e+00   6.6875e-03   1.5058e-01   1.5368e-02   1.6971e-01   2.4826e-01   1.0039e+00   7.8035e-02   1.1181e+00   8.5136e-02
+#> 83:    1.0019e+02  -4.0111e+00  -2.2266e+00  -3.9884e+00  -8.8579e-01  -2.3822e-01   2.7674e+00   6.3531e-03   1.9061e-01   1.4599e-02   1.6122e-01   2.3585e-01   1.0256e+00   8.1065e-02   1.0988e+00   8.4111e-02
+#> 84:    99.9333   -4.0014   -2.2848   -3.9877   -0.8906   -0.2014    2.6290    0.0060    0.2388    0.0139    0.1532    0.2628    0.9936    0.0809    1.1059    0.0847
+#> 85:    99.6658   -4.0093   -2.2848   -3.9884   -0.8922   -0.2517    2.4976    0.0057    0.2269    0.0132    0.1455    0.2920    0.9705    0.0823    1.0458    0.0834
+#> 86:    99.8823   -4.0064   -2.2659   -4.0038   -0.9174   -0.1848    2.3727    0.0054    0.2155    0.0125    0.1382    0.2774    0.9699    0.0796    0.9808    0.0839
+#> 87:    1.0051e+02  -4.0156e+00  -2.2877e+00  -4.0160e+00  -8.9867e-01  -1.3463e-01   2.3477e+00   6.2688e-03   2.0474e-01   1.1891e-02   1.4859e-01   2.6352e-01   9.0742e-01   7.8361e-02   1.0082e+00   8.1020e-02
+#> 88:    1.0036e+02  -4.0013e+00  -2.2738e+00  -4.0184e+00  -9.1589e-01  -1.4154e-01   3.0581e+00   7.7930e-03   2.5551e-01   1.1297e-02   1.4116e-01   2.5035e-01   9.8581e-01   7.6769e-02   9.7255e-01   8.8653e-02
+#> 89:    1.0031e+02  -4.0155e+00  -2.3418e+00  -4.0080e+00  -8.8958e-01  -1.4006e-01   3.3754e+00   7.4891e-03   2.4274e-01   1.2919e-02   1.3411e-01   2.3783e-01   8.9921e-01   8.3685e-02   9.2657e-01   8.1804e-02
+#> 90:    1.0044e+02  -4.0279e+00  -2.3328e+00  -4.0081e+00  -9.1868e-01  -1.3077e-01   3.6776e+00   1.1221e-02   2.3380e-01   1.2419e-02   1.4247e-01   2.2594e-01   8.8620e-01   8.0520e-02   9.0269e-01   8.2413e-02
+#> 91:    1.0007e+02  -4.0329e+00  -2.3865e+00  -4.0145e+00  -8.9566e-01  -1.2400e-01   3.7450e+00   1.0660e-02   2.2211e-01   1.3667e-02   1.3534e-01   2.1539e-01   9.5638e-01   8.0235e-02   9.4346e-01   8.5828e-02
+#> 92:    1.0025e+02  -4.0506e+00  -2.3252e+00  -4.0445e+00  -9.2023e-01  -5.6654e-02   3.9282e+00   1.0127e-02   2.4912e-01   1.2984e-02   1.4349e-01   2.6955e-01   9.6021e-01   7.7975e-02   9.1878e-01   8.6695e-02
+#> 93:    1.0091e+02  -4.0566e+00  -2.2760e+00  -4.0422e+00  -9.2960e-01  -5.8179e-02   3.7318e+00   9.6210e-03   2.6385e-01   1.3422e-02   1.5136e-01   2.5607e-01   9.7012e-01   7.7323e-02   1.0157e+00   8.6123e-02
+#> 94:    1.0045e+02  -4.0682e+00  -2.3163e+00  -4.0391e+00  -9.3398e-01  -1.0367e-01   4.0009e+00   9.1399e-03   2.5066e-01   1.2751e-02   1.6029e-01   2.9867e-01   9.1442e-01   8.0048e-02   9.7607e-01   8.5436e-02
+#> 95:    1.0029e+02  -4.0790e+00  -2.2791e+00  -4.0470e+00  -9.4031e-01  -7.2610e-02   3.8008e+00   8.6829e-03   2.3813e-01   1.2114e-02   1.5227e-01   2.8373e-01   8.9105e-01   8.2168e-02   9.5542e-01   8.5308e-02
+#> 96:    1.0017e+02  -4.0818e+00  -2.3204e+00  -4.0507e+00  -9.2181e-01  -7.5195e-02   3.6108e+00   8.2488e-03   2.2622e-01   1.1508e-02   1.5273e-01   2.6955e-01   9.3179e-01   7.7026e-02   1.0092e+00   8.4966e-02
+#> 97:    1.0007e+02  -4.0721e+00  -2.3606e+00  -4.0453e+00  -9.4375e-01  -7.2811e-02   3.4303e+00   1.0904e-02   2.1585e-01   1.2641e-02   1.8282e-01   2.5788e-01   9.3750e-01   8.0427e-02   9.3193e-01   8.3262e-02
+#> 98:    1.0024e+02  -4.1025e+00  -2.3916e+00  -4.0401e+00  -9.6711e-01  -6.7764e-02   3.2587e+00   1.0359e-02   2.0506e-01   1.8712e-02   1.9260e-01   2.4499e-01   1.0086e+00   7.7282e-02   9.6010e-01   8.1760e-02
+#> 99:    1.0024e+02  -4.0755e+00  -2.3237e+00  -4.0581e+00  -9.5543e-01  -8.1716e-02   3.0958e+00   9.8408e-03   1.9481e-01   1.7973e-02   1.8297e-01   2.5653e-01   8.6589e-01   7.7940e-02   9.2919e-01   8.4396e-02
+#> 100:    1.0039e+02  -4.0828e+00  -2.2976e+00  -4.0616e+00  -9.8223e-01  -8.5593e-02   3.9873e+00   9.3488e-03   1.8507e-01   1.8837e-02   1.7382e-01   2.4370e-01   8.6471e-01   8.4021e-02   9.4587e-01   8.1697e-02
+#> 101:    1.0089e+02  -4.0738e+00  -2.3406e+00  -4.0465e+00  -9.4824e-01  -4.4055e-02   5.2624e+00   8.8814e-03   1.8051e-01   1.7896e-02   1.6513e-01   2.3288e-01   8.4179e-01   8.2487e-02   8.8097e-01   8.1625e-02
+#> 102:    1.0090e+02  -4.0777e+00  -2.3244e+00  -4.0500e+00  -9.4069e-01  -5.2554e-02   5.5339e+00   8.4373e-03   1.7148e-01   1.7001e-02   1.5688e-01   2.2124e-01   9.0419e-01   7.8446e-02   9.4721e-01   8.0896e-02
+#> 103:    1.0067e+02  -4.0658e+00  -2.3188e+00  -4.0312e+00  -9.5981e-01  -7.3735e-02   7.0281e+00   8.0154e-03   1.6291e-01   1.6151e-02   1.7019e-01   2.1018e-01   9.3631e-01   8.1516e-02   9.8773e-01   8.0587e-02
+#> 104:    1.0015e+02  -4.0729e+00  -2.3830e+00  -4.0458e+00  -9.4446e-01  -5.0075e-02   6.6767e+00   7.6147e-03   1.5476e-01   1.5343e-02   1.6822e-01   1.9967e-01   8.2373e-01   8.3029e-02   9.6909e-01   7.9505e-02
+#> 105:    1.0022e+02  -4.0888e+00  -2.3301e+00  -4.0411e+00  -9.5279e-01  -1.1412e-01   6.3429e+00   7.2339e-03   1.4702e-01   1.4576e-02   1.8886e-01   2.2088e-01   9.2925e-01   7.3020e-02   1.0450e+00   8.6511e-02
+#> 106:    1.0013e+02  -4.0846e+00  -2.3428e+00  -4.0530e+00  -9.1649e-01  -8.1899e-02   6.0257e+00   6.8722e-03   1.3967e-01   1.8939e-02   1.8350e-01   2.1970e-01   9.4571e-01   8.6259e-02   8.8509e-01   8.1023e-02
+#> 107:    1.0026e+02  -4.0954e+00  -2.3362e+00  -4.0586e+00  -9.6302e-01  -8.0898e-03   5.7244e+00   6.5286e-03   1.3269e-01   2.2595e-02   2.0043e-01   2.4151e-01   8.8882e-01   8.8155e-02   8.2466e-01   8.5467e-02
+#> 108:    1.0109e+02  -4.0796e+00  -2.3980e+00  -4.0841e+00  -9.5525e-01   2.0583e-02   5.4382e+00   6.2022e-03   1.2606e-01   3.4423e-02   2.2509e-01   2.3732e-01   9.0211e-01   8.1331e-02   9.2728e-01   8.4409e-02
+#> 109:    1.0091e+02  -4.0872e+00  -2.3614e+00  -4.0620e+00  -9.5950e-01  -1.8283e-02   5.1663e+00   6.1750e-03   1.1975e-01   3.2702e-02   2.1384e-01   2.2546e-01   9.7296e-01   7.7298e-02   9.7366e-01   8.3784e-02
+#> 110:    1.0137e+02  -4.0637e+00  -2.3734e+00  -4.0781e+00  -9.3874e-01  -6.0140e-03   4.9080e+00   6.5148e-03   1.1376e-01   3.1066e-02   2.0314e-01   2.3943e-01   9.2451e-01   8.4473e-02   9.7311e-01   8.4958e-02
+#> 111:    1.0181e+02  -4.0588e+00  -2.3200e+00  -4.0792e+00  -9.9395e-01  -3.1776e-02   4.6626e+00   9.9112e-03   1.0808e-01   4.1755e-02   1.9299e-01   2.9896e-01   1.0697e+00   7.1561e-02   1.0062e+00   8.8034e-02
+#> 112:    1.0222e+02  -4.0566e+00  -2.3525e+00  -4.0607e+00  -9.6055e-01  -6.3691e-02   4.4850e+00   9.4157e-03   1.0267e-01   4.0540e-02   1.8334e-01   3.5699e-01   1.0213e+00   7.5944e-02   1.0070e+00   8.3434e-02
+#> 113:    1.0189e+02  -4.0478e+00  -2.3774e+00  -4.0434e+00  -9.6638e-01  -6.7729e-02   5.1753e+00   8.9449e-03   9.7539e-02   3.8513e-02   2.0339e-01   3.4044e-01   9.5484e-01   7.7854e-02   9.8545e-01   8.1852e-02
+#> 114:    1.0225e+02  -4.0334e+00  -2.3728e+00  -4.0502e+00  -9.4795e-01  -7.3569e-02   4.9165e+00   8.8152e-03   9.2662e-02   3.7310e-02   2.0002e-01   3.2342e-01   9.3586e-01   8.1063e-02   9.5652e-01   8.3067e-02
+#> 115:    1.0196e+02  -4.0302e+00  -2.3599e+00  -4.0812e+00  -9.6783e-01   7.1536e-03   4.8473e+00   9.4780e-03   1.0791e-01   3.7184e-02   1.9002e-01   3.0725e-01   9.1488e-01   7.6079e-02   1.0104e+00   8.7136e-02
+#> 116:    1.0150e+02  -4.0420e+00  -2.3637e+00  -4.0535e+00  -9.4545e-01  -7.6387e-02   4.6049e+00   9.6408e-03   1.0251e-01   3.8115e-02   1.8052e-01   2.9189e-01   9.0583e-01   8.2597e-02   9.5680e-01   8.1246e-02
+#> 117:    1.0161e+02  -4.0606e+00  -2.3853e+00  -4.0750e+00  -9.7273e-01  -2.7338e-03   4.3747e+00   9.1587e-03   9.7386e-02   3.7863e-02   1.8701e-01   2.7729e-01   8.4511e-01   8.4164e-02   9.4149e-01   8.0525e-02
+#> 118:    1.0174e+02  -4.0727e+00  -2.3776e+00  -4.0850e+00  -9.6982e-01  -1.2188e-03   4.1560e+00   8.7008e-03   9.2516e-02   4.9300e-02   2.1364e-01   2.6343e-01   9.5447e-01   8.6627e-02   9.1835e-01   8.1284e-02
+#> 119:    1.0141e+02  -4.0887e+00  -2.3138e+00  -4.0772e+00  -9.9409e-01  -5.0120e-02   3.9482e+00   8.2658e-03   8.7891e-02   4.6835e-02   2.5364e-01   2.5026e-01   9.4576e-01   8.4355e-02   9.5762e-01   8.5430e-02
+#> 120:    1.0116e+02  -4.1014e+00  -2.3328e+00  -4.0418e+00  -9.7139e-01  -8.9664e-02   3.7508e+00   7.8525e-03   8.3496e-02   4.4493e-02   2.4096e-01   2.3774e-01   9.2816e-01   8.5558e-02   9.7817e-01   8.5169e-02
+#> 121:    1.0099e+02  -4.0876e+00  -2.3277e+00  -4.0746e+00  -9.5453e-01  -2.6752e-02   3.5632e+00   7.4598e-03   7.9321e-02   4.2269e-02   2.2891e-01   2.2586e-01   8.9613e-01   8.0488e-02   9.7590e-01   8.4798e-02
+#> 122:    1.0171e+02  -4.0620e+00  -2.3349e+00  -4.0659e+00  -9.4420e-01  -1.6907e-02   3.3851e+00   7.0869e-03   8.8424e-02   4.0155e-02   2.1747e-01   2.1456e-01   9.0159e-01   7.8017e-02   9.8579e-01   8.4585e-02
+#> 123:    1.0191e+02  -4.0708e+00  -2.3487e+00  -4.0827e+00  -9.5025e-01  -5.7459e-03   3.2158e+00   6.7325e-03   1.0499e-01   3.8147e-02   2.0659e-01   2.0384e-01   9.6378e-01   7.4758e-02   9.6268e-01   8.4712e-02
+#> 124:    1.0224e+02  -4.0798e+00  -2.2989e+00  -4.0724e+00  -9.8452e-01  -3.1802e-02   3.0550e+00   6.3959e-03   9.9739e-02   3.6240e-02   1.9626e-01   1.9364e-01   9.4424e-01   7.4219e-02   9.9842e-01   8.4793e-02
+#> 125:    1.0242e+02  -4.0710e+00  -2.3242e+00  -4.0661e+00  -1.0094e+00  -2.9970e-02   2.9023e+00   6.0761e-03   9.4752e-02   3.6130e-02   1.8645e-01   1.8396e-01   9.2576e-01   8.0533e-02   9.9407e-01   8.1660e-02
+#> 126:    1.0254e+02  -4.0685e+00  -2.3356e+00  -4.0599e+00  -1.0031e+00   4.0250e-03   2.7571e+00   5.7723e-03   1.0658e-01   3.4324e-02   1.7971e-01   1.7476e-01   9.4870e-01   7.4027e-02   9.2757e-01   8.3091e-02
+#> 127:    1.0270e+02  -4.0492e+00  -2.3174e+00  -4.0476e+00  -9.9898e-01  -6.3197e-02   2.6193e+00   5.4837e-03   1.0746e-01   3.2607e-02   1.7072e-01   1.6603e-01   9.0721e-01   7.7941e-02   9.4624e-01   8.1077e-02
+#> 128:    1.0284e+02  -4.0582e+00  -2.2991e+00  -4.0331e+00  -9.9114e-01  -5.6800e-02   2.4883e+00   5.2095e-03   1.2321e-01   3.1304e-02   1.6219e-01   1.5772e-01   8.7403e-01   8.4147e-02   8.9187e-01   8.5089e-02
+#> 129:    1.0275e+02  -4.0773e+00  -2.2935e+00  -4.0389e+00  -9.9661e-01  -7.4747e-02   2.3639e+00   4.9922e-03   1.1705e-01   2.9738e-02   1.9667e-01   1.4984e-01   9.1481e-01   8.4947e-02   9.3224e-01   8.5270e-02
+#> 130:    1.0222e+02  -4.0835e+00  -2.3177e+00  -4.0343e+00  -1.0044e+00  -7.6530e-02   2.2457e+00   4.7426e-03   1.1120e-01   3.1348e-02   2.0663e-01   1.4235e-01   1.0173e+00   7.4769e-02   9.9905e-01   8.6058e-02
+#> 131:    1.0202e+02  -4.0767e+00  -2.2497e+00  -4.0270e+00  -1.0015e+00  -1.4868e-01   2.1334e+00   5.5790e-03   1.0564e-01   2.9781e-02   2.1254e-01   1.3523e-01   1.0223e+00   7.7587e-02   9.4151e-01   8.4206e-02
+#> 132:    1.0191e+02  -4.0756e+00  -2.2363e+00  -4.0081e+00  -9.7264e-01  -2.0991e-01   2.0268e+00   5.3000e-03   1.0184e-01   2.8291e-02   2.0191e-01   1.7667e-01   9.2404e-01   7.9813e-02   9.2266e-01   8.6307e-02
+#> 133:    1.0187e+02  -4.0743e+00  -2.1951e+00  -4.0196e+00  -9.7534e-01  -1.8742e-01   1.9254e+00   5.0350e-03   9.6744e-02   2.6877e-02   1.9181e-01   1.6784e-01   1.0007e+00   8.2043e-02   1.0028e+00   8.3921e-02
+#> 134:    1.0182e+02  -4.0731e+00  -2.2321e+00  -4.0041e+00  -9.2800e-01  -1.4985e-01   1.8291e+00   4.7833e-03   9.1906e-02   2.7751e-02   1.8222e-01   1.6415e-01   9.7093e-01   7.5558e-02   9.8455e-01   8.4921e-02
+#> 135:    1.0188e+02  -4.0724e+00  -2.2774e+00  -4.0213e+00  -9.3930e-01  -1.7385e-01   1.7377e+00   4.5441e-03   8.7311e-02   2.6363e-02   1.7311e-01   1.5594e-01   9.4053e-01   8.3922e-02   9.8689e-01   8.1203e-02
+#> 136:    1.0202e+02  -4.0712e+00  -2.2711e+00  -4.0128e+00  -9.8747e-01  -1.3610e-01   1.6508e+00   4.3169e-03   1.0383e-01   2.5045e-02   1.8004e-01   1.4814e-01   9.6497e-01   8.1397e-02   1.0782e+00   8.2539e-02
+#> 137:    1.0228e+02  -4.0676e+00  -2.2403e+00  -4.0069e+00  -9.7761e-01  -1.5314e-01   1.5683e+00   4.1011e-03   1.0931e-01   2.4722e-02   1.8328e-01   1.4074e-01   9.8300e-01   7.5906e-02   1.0221e+00   8.2306e-02
+#> 138:    1.0229e+02  -4.0654e+00  -2.2510e+00  -3.9908e+00  -1.0400e+00  -1.4173e-01   1.4899e+00   4.2166e-03   1.3448e-01   2.3486e-02   1.8272e-01   1.3370e-01   1.0305e+00   8.0580e-02   1.0988e+00   8.3512e-02
+#> 139:    1.0258e+02  -4.0599e+00  -2.2207e+00  -3.9622e+00  -1.0058e+00  -2.6676e-01   1.4154e+00   4.0057e-03   1.5190e-01   2.2312e-02   1.7359e-01   1.2702e-01   9.6425e-01   8.6887e-02   1.0373e+00   8.3853e-02
+#> 140:    1.0224e+02  -4.0665e+00  -2.2479e+00  -4.0063e+00  -1.0054e+00  -1.6109e-01   1.3446e+00   3.8054e-03   1.4430e-01   2.4389e-02   1.6697e-01   1.2066e-01   9.9245e-01   8.3900e-02   1.1218e+00   8.2527e-02
+#> 141:    1.0245e+02  -4.0843e+00  -2.2024e+00  -3.9657e+00  -1.0057e+00  -2.4900e-01   1.2774e+00   3.6152e-03   1.3709e-01   2.3170e-02   1.8559e-01   1.1463e-01   9.4091e-01   8.7616e-02   1.0760e+00   8.1871e-02
+#> 142:    1.0253e+02  -4.0972e+00  -2.1943e+00  -3.9649e+00  -1.0160e+00  -2.9535e-01   1.2135e+00   3.4344e-03   1.6892e-01   2.2011e-02   1.7631e-01   1.0890e-01   9.2146e-01   9.0207e-02   1.0645e+00   8.5078e-02
+#> 143:    1.0252e+02  -4.1005e+00  -2.1652e+00  -3.9687e+00  -1.0445e+00  -2.4274e-01   2.0559e+00   3.9136e-03   1.6047e-01   2.0911e-02   1.6750e-01   1.0345e-01   9.0785e-01   8.5522e-02   1.1734e+00   8.5544e-02
+#> 144:    1.0257e+02  -4.1199e+00  -2.1994e+00  -3.9618e+00  -1.0480e+00  -2.0099e-01   1.9531e+00   4.2739e-03   1.5745e-01   1.9865e-02   1.6053e-01   9.8282e-02   9.3710e-01   8.5496e-02   1.0597e+00   8.4335e-02
+#> 145:    1.0282e+02  -4.1356e+00  -2.1489e+00  -3.9708e+00  -1.0268e+00  -2.2250e-01   1.8554e+00   4.0602e-03   1.7177e-01   1.8872e-02   1.5251e-01   9.3368e-02   9.5312e-01   8.3609e-02   1.0695e+00   8.3492e-02
+#> 146:    1.0282e+02  -4.1443e+00  -2.2103e+00  -3.9821e+00  -1.0080e+00  -2.2414e-01   1.7627e+00   4.0693e-03   1.6460e-01   1.7928e-02   1.5576e-01   8.8699e-02   9.8656e-01   8.4549e-02   1.0251e+00   7.9572e-02
+#> 147:    1.0295e+02  -4.1363e+00  -2.1920e+00  -3.9828e+00  -1.0567e+00  -1.9047e-01   1.6745e+00   3.8659e-03   1.6104e-01   1.7032e-02   1.6551e-01   8.4264e-02   9.4144e-01   8.7085e-02   1.0623e+00   8.1949e-02
+#> 148:    1.0299e+02  -4.1336e+00  -2.1967e+00  -3.9921e+00  -1.0425e+00  -1.7466e-01   1.7992e+00   3.6726e-03   1.5298e-01   1.9937e-02   1.9453e-01   8.0051e-02   9.9498e-01   8.3001e-02   1.0884e+00   8.1599e-02
+#> 149:    1.0292e+02  -4.1282e+00  -2.2741e+00  -4.0028e+00  -1.0650e+00  -1.4879e-01   2.1425e+00   3.4890e-03   1.4534e-01   1.8941e-02   2.0240e-01   7.6049e-02   1.0080e+00   7.9550e-02   1.1679e+00   7.9115e-02
+#> 150:    1.0302e+02  -4.1402e+00  -2.2769e+00  -4.0056e+00  -1.0488e+00  -1.2845e-01   2.7814e+00   3.3145e-03   1.3807e-01   2.0220e-02   1.9228e-01   7.2246e-02   9.9253e-01   8.0215e-02   1.0075e+00   8.2295e-02
+#> 151:    1.0304e+02  -4.1281e+00  -2.2250e+00  -4.0169e+00  -1.0448e+00  -1.4468e-01   2.6423e+00   3.1488e-03   1.3117e-01   2.1298e-02   1.8267e-01   6.8634e-02   1.0207e+00   8.0317e-02   1.0813e+00   8.5492e-02
+#> 152:    1.0321e+02  -4.1291e+00  -2.2281e+00  -4.0180e+00  -1.0232e+00  -1.4990e-01   1.6327e+00   2.8585e-03   1.0498e-01   1.8944e-02   1.6146e-01   5.0784e-02   9.5663e-01   7.9113e-02   1.1344e+00   8.2687e-02
+#> 153:    1.0309e+02  -4.1280e+00  -2.2030e+00  -4.0149e+00  -1.0198e+00  -1.3442e-01   1.6757e+00   3.4142e-03   9.0693e-02   2.2471e-02   1.6167e-01   3.6279e-02   9.6659e-01   8.1655e-02   1.0345e+00   8.6113e-02
+#> 154:    1.0298e+02  -4.1506e+00  -2.2176e+00  -3.9851e+00  -1.0417e+00  -1.6429e-01   1.9656e+00   3.3408e-03   9.5697e-02   2.1721e-02   1.6754e-01   2.9142e-02   1.0379e+00   7.9957e-02   1.0132e+00   8.5327e-02
+#> 155:    1.0328e+02  -4.1204e+00  -2.2287e+00  -3.9772e+00  -1.0135e+00  -2.0459e-01   1.9195e+00   3.3987e-03   1.0293e-01   1.6897e-02   1.9470e-01   2.0826e-02   9.4310e-01   8.0528e-02   1.0639e+00   8.1926e-02
+#> 156:    1.0338e+02  -4.1272e+00  -2.1962e+00  -3.9743e+00  -1.0491e+00  -1.8971e-01   1.7194e+00   3.2287e-03   7.8468e-02   1.8220e-02   1.8015e-01   2.0956e-02   9.2992e-01   8.6295e-02   9.5939e-01   8.1945e-02
+#> 157:    1.0331e+02  -4.1188e+00  -2.1783e+00  -3.9779e+00  -1.0506e+00  -1.9810e-01   1.1127e+00   2.7176e-03   6.1234e-02   1.3748e-02   2.0147e-01   3.4800e-02   9.3006e-01   8.4794e-02   1.0579e+00   8.1604e-02
+#> 158:    1.0326e+02  -4.1162e+00  -2.1734e+00  -3.9827e+00  -1.0632e+00  -2.0171e-01   1.3289e+00   2.7407e-03   7.1465e-02   1.2306e-02   2.1511e-01   3.4923e-02   8.9200e-01   8.4554e-02   1.1179e+00   8.2301e-02
+#> 159:    1.0358e+02  -4.1075e+00  -2.2069e+00  -3.9725e+00  -1.0445e+00  -1.8044e-01   1.6656e+00   2.5282e-03   6.4340e-02   1.3587e-02   2.0355e-01   2.7629e-02   8.9557e-01   8.3727e-02   1.0560e+00   8.0934e-02
+#> 160:    1.0364e+02  -4.1182e+00  -2.1514e+00  -3.9750e+00  -1.0378e+00  -2.2449e-01   1.8413e+00   3.5609e-03   7.2072e-02   1.5648e-02   2.0999e-01   3.1283e-02   9.1468e-01   8.2340e-02   1.0016e+00   8.0955e-02
+#> 161:    1.0387e+02  -4.0964e+00  -2.1926e+00  -3.9808e+00  -1.0397e+00  -2.5178e-01   2.3706e+00   2.4158e-03   7.4658e-02   1.7789e-02   1.8587e-01   3.1647e-02   8.8257e-01   8.4503e-02   9.5909e-01   8.2216e-02
+#> 162:    1.0399e+02  -4.0992e+00  -2.2056e+00  -3.9647e+00  -1.0388e+00  -2.4824e-01   1.9736e+00   2.2302e-03   1.0445e-01   1.9729e-02   1.9531e-01   2.9879e-02   8.3560e-01   8.6622e-02   9.5407e-01   7.9625e-02
+#> 163:    1.0366e+02  -4.0956e+00  -2.1684e+00  -3.9612e+00  -1.0058e+00  -2.6882e-01   2.5872e+00   1.6246e-03   8.1892e-02   2.2777e-02   2.2429e-01   2.8371e-02   8.4799e-01   9.0947e-02   9.5842e-01   8.2649e-02
+#> 164:    1.0325e+02  -4.0878e+00  -2.1946e+00  -3.9781e+00  -9.8890e-01  -2.6917e-01   2.0805e+00   1.3401e-03   8.2477e-02   2.6550e-02   1.8386e-01   2.4255e-02   8.5728e-01   8.9778e-02   9.1439e-01   7.9784e-02
+#> 165:    1.0282e+02  -4.0801e+00  -2.1928e+00  -3.9664e+00  -9.9558e-01  -2.6059e-01   1.4087e+00   1.2155e-03   5.8081e-02   2.3833e-02   2.1871e-01   2.0911e-02   8.6998e-01   8.9895e-02   9.9363e-01   8.0284e-02
+#> 166:    1.0285e+02  -4.0942e+00  -2.1855e+00  -3.9889e+00  -1.0234e+00  -2.4125e-01   8.5034e-01   6.8919e-04   6.5725e-02   2.3045e-02   2.1221e-01   2.6083e-02   8.7024e-01   9.4598e-02   9.5824e-01   8.3361e-02
+#> 167:    1.0267e+02  -4.0904e+00  -2.2131e+00  -3.9917e+00  -9.9055e-01  -2.1449e-01   9.1382e-01   4.6145e-04   8.1337e-02   2.2154e-02   2.1431e-01   2.7524e-02   8.4730e-01   8.3563e-02   9.9458e-01   8.0138e-02
+#> 168:    1.0249e+02  -4.0954e+00  -2.2174e+00  -3.9868e+00  -9.9799e-01  -1.8848e-01   6.5737e-01   4.2757e-04   6.9428e-02   2.8833e-02   2.0256e-01   4.1573e-02   9.8269e-01   7.6264e-02   1.0011e+00   8.1357e-02
+#> 169:    1.0252e+02  -4.0995e+00  -2.2132e+00  -3.9792e+00  -9.8661e-01  -2.2724e-01   5.4553e-01   3.9691e-04   4.2460e-02   2.7545e-02   2.2594e-01   4.9079e-02   9.6027e-01   8.1006e-02   1.0261e+00   8.5194e-02
+#> 170:    1.0246e+02  -4.1056e+00  -2.2389e+00  -3.9785e+00  -1.0354e+00  -2.4212e-01   4.5653e-01   2.8583e-04   2.8936e-02   2.5026e-02   1.8496e-01   4.3514e-02   9.2689e-01   9.6050e-02   9.9096e-01   8.3466e-02
+#> 171:    1.0238e+02  -4.1027e+00  -2.2592e+00  -3.9859e+00  -1.0106e+00  -2.3962e-01   5.1080e-01   2.6715e-04   3.2138e-02   2.7859e-02   1.6505e-01   6.2560e-02   9.1886e-01   9.0993e-02   9.4634e-01   8.3542e-02
+#> 172:    1.0242e+02  -4.0998e+00  -2.2415e+00  -3.9999e+00  -1.0234e+00  -2.2610e-01   5.1154e-01   1.8668e-04   2.2768e-02   2.9930e-02   2.0056e-01   7.5570e-02   9.4948e-01   8.4742e-02   9.1357e-01   8.3596e-02
+#> 173:    1.0232e+02  -4.1005e+00  -2.2382e+00  -4.0022e+00  -1.0017e+00  -1.8406e-01   3.2169e-01   2.0484e-04   2.4102e-02   2.9249e-02   2.0445e-01   1.1517e-01   9.5169e-01   8.3951e-02   9.0402e-01   8.3130e-02
+#> 174:    1.0233e+02  -4.0990e+00  -2.2337e+00  -3.9975e+00  -1.0298e+00  -1.8028e-01   4.2668e-01   2.1409e-04   2.4350e-02   2.4159e-02   2.0114e-01   1.4344e-01   9.3446e-01   8.6704e-02   9.6511e-01   8.3994e-02
+#> 175:    1.0236e+02  -4.0991e+00  -2.2315e+00  -3.9883e+00  -1.0110e+00  -2.2190e-01   4.1564e-01   2.5844e-04   3.5664e-02   2.1844e-02   2.0315e-01   1.2876e-01   8.9006e-01   8.3016e-02   9.2369e-01   8.0410e-02
+#> 176:    1.0222e+02  -4.0983e+00  -2.1991e+00  -3.9924e+00  -1.0148e+00  -2.3133e-01   1.7684e-01   2.5312e-04   5.3516e-02   2.2568e-02   2.0010e-01   1.0721e-01   8.9884e-01   7.6042e-02   1.0110e+00   7.9890e-02
+#> 177:    1.0219e+02  -4.1022e+00  -2.2129e+00  -3.9804e+00  -1.0286e+00  -1.9916e-01   1.9962e-01   3.0338e-04   6.9476e-02   2.0133e-02   1.8707e-01   1.0631e-01   8.7419e-01   8.3199e-02   9.5450e-01   8.2626e-02
+#> 178:    1.0225e+02  -4.1022e+00  -2.2135e+00  -4.0057e+00  -1.0264e+00  -2.2859e-01   2.1742e-01   2.9489e-04   5.1238e-02   2.2227e-02   1.7924e-01   1.4496e-01   8.5487e-01   8.3885e-02   9.7315e-01   8.1406e-02
+#> 179:    1.0234e+02  -4.1015e+00  -2.2170e+00  -3.9999e+00  -1.0177e+00  -2.0895e-01   2.1196e-01   3.0802e-04   5.7417e-02   2.6776e-02   1.7214e-01   1.5197e-01   8.8641e-01   7.7789e-02   9.2725e-01   8.1277e-02
+#> 180:    1.0243e+02  -4.1034e+00  -2.2337e+00  -4.0000e+00  -1.0018e+00  -2.3492e-01   2.0521e-01   3.1261e-04   6.0162e-02   2.7277e-02   1.7524e-01   1.6673e-01   8.8472e-01   7.8939e-02   9.1311e-01   8.3794e-02
+#> 181:    1.0244e+02  -4.1031e+00  -2.2415e+00  -3.9951e+00  -9.9356e-01  -1.9938e-01   1.4850e-01   2.7894e-04   5.5244e-02   3.2404e-02   2.0701e-01   2.1022e-01   8.7495e-01   8.1883e-02   9.7574e-01   8.4575e-02
+#> 182:    1.0245e+02  -4.1066e+00  -2.2849e+00  -4.0083e+00  -1.0260e+00  -1.9418e-01   1.0783e-01   1.7359e-04   2.9632e-02   3.2098e-02   2.0294e-01   1.7919e-01   9.0795e-01   9.1179e-02   9.8651e-01   8.3561e-02
+#> 183:    1.0248e+02  -4.1066e+00  -2.2844e+00  -4.0201e+00  -1.0102e+00  -1.5510e-01   9.2727e-02   1.4337e-04   2.8436e-02   4.3941e-02   1.9683e-01   2.1943e-01   9.0334e-01   8.2113e-02   8.9037e-01   8.4506e-02
+#> 184:    1.0239e+02  -4.1032e+00  -2.2726e+00  -4.0270e+00  -1.0162e+00  -1.4921e-01   9.0062e-02   1.0820e-04   3.5099e-02   4.7338e-02   1.8488e-01   2.2174e-01   9.1525e-01   7.9986e-02   8.6762e-01   8.4376e-02
+#> 185:    1.0240e+02  -4.1028e+00  -2.3201e+00  -4.0248e+00  -9.8758e-01  -1.7235e-01   9.2455e-02   8.9653e-05   4.7097e-02   4.5964e-02   1.9093e-01   1.9093e-01   9.5192e-01   7.6980e-02   9.4058e-01   8.2740e-02
+#> 186:    1.0250e+02  -4.1020e+00  -2.3095e+00  -4.0326e+00  -9.9767e-01  -1.2041e-01   1.0792e-01   7.3472e-05   3.6352e-02   4.6680e-02   1.7527e-01   1.7411e-01   9.6831e-01   8.3088e-02   9.7978e-01   8.1096e-02
+#> 187:    1.0254e+02  -4.1022e+00  -2.3078e+00  -4.0329e+00  -1.0166e+00  -1.1644e-01   8.2987e-02   7.9222e-05   3.8388e-02   6.0452e-02   2.3498e-01   1.7389e-01   1.0450e+00   8.0354e-02   9.7366e-01   8.2504e-02
+#> 188:    1.0253e+02  -4.1022e+00  -2.3172e+00  -4.0401e+00  -1.0276e+00  -8.2442e-02   8.3913e-02   7.1884e-05   4.3025e-02   4.8383e-02   1.9392e-01   1.6073e-01   9.7466e-01   7.5977e-02   9.0319e-01   8.4648e-02
+#> 189:    1.0256e+02  -4.1013e+00  -2.3037e+00  -4.0402e+00  -1.0004e+00  -1.5946e-01   9.6273e-02   8.0773e-05   4.6130e-02   5.2356e-02   2.1044e-01   2.0403e-01   9.2931e-01   8.2686e-02   9.0103e-01   8.5442e-02
+#> 190:    1.0245e+02  -4.1021e+00  -2.3143e+00  -4.0314e+00  -9.9314e-01  -8.5545e-02   8.0660e-02   7.3369e-05   4.1713e-02   4.4940e-02   1.7715e-01   1.6886e-01   9.7982e-01   8.1720e-02   8.9868e-01   8.4964e-02
+#> 191:    1.0251e+02  -4.1021e+00  -2.2849e+00  -4.0229e+00  -1.0346e+00  -9.0261e-02   6.1956e-02   9.4824e-05   5.8037e-02   4.0685e-02   1.8455e-01   2.2838e-01   9.9679e-01   7.7457e-02   9.4591e-01   8.5446e-02
+#> 192:    1.0249e+02  -4.1012e+00  -2.2915e+00  -4.0452e+00  -1.0323e+00  -1.1123e-01   5.1409e-02   1.1452e-04   7.2457e-02   3.6376e-02   1.6706e-01   2.1050e-01   8.7970e-01   8.6881e-02   9.2230e-01   8.6563e-02
+#> 193:    1.0249e+02  -4.1011e+00  -2.3104e+00  -4.0569e+00  -1.0032e+00  -2.9383e-02   4.2462e-02   9.6872e-05   4.9405e-02   4.6840e-02   1.7348e-01   1.4473e-01   9.1758e-01   8.1380e-02   1.0057e+00   8.4481e-02
+#> 194:    1.0250e+02  -4.1009e+00  -2.2960e+00  -4.0567e+00  -9.9145e-01  -1.0640e-01   2.6698e-02   5.3298e-05   4.3880e-02   5.1866e-02   2.0619e-01   1.4008e-01   9.8306e-01   8.0320e-02   9.8405e-01   8.0106e-02
+#> 195:    1.0252e+02  -4.1001e+00  -2.2779e+00  -4.0677e+00  -9.9960e-01  -5.5605e-02   1.9114e-02   5.6472e-05   4.5810e-02   5.1552e-02   1.8363e-01   1.2037e-01   9.9334e-01   8.2093e-02   9.9128e-01   8.3930e-02
+#> 196:    1.0251e+02  -4.0988e+00  -2.2515e+00  -4.0555e+00  -9.9701e-01  -1.0235e-01   1.3362e-02   3.2648e-05   4.0337e-02   4.4117e-02   1.9469e-01   1.2907e-01   9.1150e-01   8.5071e-02   9.7929e-01   8.2761e-02
+#> 197:    1.0253e+02  -4.0985e+00  -2.2589e+00  -4.0427e+00  -1.0251e+00  -9.4695e-02   1.7104e-02   2.3125e-05   4.1773e-02   3.3831e-02   2.1013e-01   1.3727e-01   9.1462e-01   8.1836e-02   9.7695e-01   8.1326e-02
+#> 198:    1.0253e+02  -4.0992e+00  -2.2745e+00  -4.0327e+00  -9.8743e-01  -1.4108e-01   9.3331e-03   2.3064e-05   3.7271e-02   2.7379e-02   2.1190e-01   9.3733e-02   9.0916e-01   8.4247e-02   9.8720e-01   7.7405e-02
+#> 199:    1.0251e+02  -4.0981e+00  -2.2770e+00  -4.0275e+00  -1.0216e+00  -1.3364e-01   8.3776e-03   2.3195e-05   4.6827e-02   3.2861e-02   1.9817e-01   8.7748e-02   9.1184e-01   8.3773e-02   9.5209e-01   7.9056e-02
+#> 200:    1.0252e+02  -4.0992e+00  -2.2757e+00  -4.0277e+00  -9.9266e-01  -8.4583e-02   6.8073e-03   2.9414e-05   5.3404e-02   2.5942e-02   1.9915e-01   7.4937e-02   8.7168e-01   8.5197e-02   9.3606e-01   8.0739e-02
+#> 201:    1.0252e+02  -4.0989e+00  -2.2706e+00  -4.0333e+00  -9.8978e-01  -8.7996e-02   5.9272e-03   2.4268e-05   5.4295e-02   2.9276e-02   2.0543e-01   7.1533e-02   9.0557e-01   8.3204e-02   9.4913e-01   8.0398e-02
+#> 202:    1.0251e+02  -4.0990e+00  -2.2661e+00  -4.0324e+00  -9.8785e-01  -9.8008e-02   5.7831e-03   2.1967e-05   5.7627e-02   3.0606e-02   2.1414e-01   6.9475e-02   9.2255e-01   8.2143e-02   9.5633e-01   8.1333e-02
+#> 203:    1.0251e+02  -4.0992e+00  -2.2586e+00  -4.0297e+00  -9.9017e-01  -1.1012e-01   6.4046e-03   2.2234e-05   5.7955e-02   3.0102e-02   2.0473e-01   6.8225e-02   9.2900e-01   8.3228e-02   9.5862e-01   8.1460e-02
+#> 204:    1.0251e+02  -4.0995e+00  -2.2570e+00  -4.0280e+00  -9.9135e-01  -1.0718e-01   6.5386e-03   2.2043e-05   5.6949e-02   2.9096e-02   2.0562e-01   6.8687e-02   9.3306e-01   8.2703e-02   9.6581e-01   8.1671e-02
+#> 205:    1.0250e+02  -4.0997e+00  -2.2569e+00  -4.0256e+00  -9.9350e-01  -1.1491e-01   6.1521e-03   2.2570e-05   5.5450e-02   2.8152e-02   2.0423e-01   7.2820e-02   9.2469e-01   8.3272e-02   9.7372e-01   8.0814e-02
+#> 206:    1.0250e+02  -4.0997e+00  -2.2567e+00  -4.0269e+00  -9.9869e-01  -1.1438e-01   5.9720e-03   2.3307e-05   5.5103e-02   2.8506e-02   2.0414e-01   7.8225e-02   9.2768e-01   8.3328e-02   9.8294e-01   8.0918e-02
+#> 207:    1.0250e+02  -4.0998e+00  -2.2657e+00  -4.0311e+00  -1.0000e+00  -1.0595e-01   6.0030e-03   2.4031e-05   5.4378e-02   2.9468e-02   2.0222e-01   8.1455e-02   9.3397e-01   8.3285e-02   9.8989e-01   8.0967e-02
+#> 208:    1.0250e+02  -4.0999e+00  -2.2759e+00  -4.0330e+00  -1.0001e+00  -9.6916e-02   5.9586e-03   2.3690e-05   5.3811e-02   2.9674e-02   1.9979e-01   8.1206e-02   9.3593e-01   8.4094e-02   9.8891e-01   8.1107e-02
+#> 209:    1.0250e+02  -4.0998e+00  -2.2836e+00  -4.0344e+00  -1.0016e+00  -8.9119e-02   5.6137e-03   2.3512e-05   5.4159e-02   2.9780e-02   1.9778e-01   8.2635e-02   9.4080e-01   8.3757e-02   9.9062e-01   8.0979e-02
+#> 210:    1.0251e+02  -4.0998e+00  -2.2898e+00  -4.0334e+00  -1.0017e+00  -8.3861e-02   5.2428e-03   2.3117e-05   5.4271e-02   2.9112e-02   1.9539e-01   8.3602e-02   9.4410e-01   8.4262e-02   9.8944e-01   8.1260e-02
+#> 211:    1.0251e+02  -4.0998e+00  -2.2968e+00  -4.0329e+00  -9.9953e-01  -8.2036e-02   4.9312e-03   2.2863e-05   5.5392e-02   2.8432e-02   1.9466e-01   8.3724e-02   9.5395e-01   8.4317e-02   9.9876e-01   8.1402e-02
+#> 212:    1.0251e+02  -4.0997e+00  -2.2982e+00  -4.0327e+00  -1.0018e+00  -8.2942e-02   4.6622e-03   2.3364e-05   5.5864e-02   2.7552e-02   1.9313e-01   8.3815e-02   9.5374e-01   8.4223e-02   1.0049e+00   8.1479e-02
+#> 213:    1.0251e+02  -4.0995e+00  -2.2996e+00  -4.0322e+00  -1.0027e+00  -8.4931e-02   4.4988e-03   2.4085e-05   5.6000e-02   2.6729e-02   1.9184e-01   8.3522e-02   9.5091e-01   8.4321e-02   1.0026e+00   8.1310e-02
+#> 214:    1.0251e+02  -4.0994e+00  -2.2997e+00  -4.0326e+00  -1.0033e+00  -8.7810e-02   4.3582e-03   2.5253e-05   5.6470e-02   2.6179e-02   1.9110e-01   8.5338e-02   9.5311e-01   8.4118e-02   1.0062e+00   8.1320e-02
+#> 215:    1.0251e+02  -4.0993e+00  -2.3013e+00  -4.0331e+00  -1.0042e+00  -8.5053e-02   4.3765e-03   2.6370e-05   5.6978e-02   2.5984e-02   1.8960e-01   8.6633e-02   9.5505e-01   8.3787e-02   1.0092e+00   8.1298e-02
+#> 216:    1.0251e+02  -4.0993e+00  -2.3032e+00  -4.0320e+00  -1.0033e+00  -8.5521e-02   4.4127e-03   2.7607e-05   5.7092e-02   2.5514e-02   1.8916e-01   8.8986e-02   9.5571e-01   8.3655e-02   1.0106e+00   8.1177e-02
+#> 217:    1.0251e+02  -4.0993e+00  -2.3050e+00  -4.0309e+00  -1.0039e+00  -8.5267e-02   4.4663e-03   2.8101e-05   5.7536e-02   2.5186e-02   1.8803e-01   9.0776e-02   9.5624e-01   8.3792e-02   1.0100e+00   8.1214e-02
+#> 218:    1.0251e+02  -4.0993e+00  -2.3068e+00  -4.0309e+00  -1.0052e+00  -8.3353e-02   4.4833e-03   2.7541e-05   5.7391e-02   2.4589e-02   1.8691e-01   9.4302e-02   9.5168e-01   8.4114e-02   1.0124e+00   8.1211e-02
+#> 219:    1.0251e+02  -4.0993e+00  -2.3077e+00  -4.0316e+00  -1.0049e+00  -8.0885e-02   4.4529e-03   2.6825e-05   5.7273e-02   2.3909e-02   1.8700e-01   9.6040e-02   9.4675e-01   8.4115e-02   1.0115e+00   8.1075e-02
+#> 220:    1.0251e+02  -4.0993e+00  -2.3095e+00  -4.0327e+00  -1.0051e+00  -7.6386e-02   4.5217e-03   2.6724e-05   5.7342e-02   2.3648e-02   1.8752e-01   9.7466e-02   9.4316e-01   8.4134e-02   1.0099e+00   8.1206e-02
+#> 221:    1.0251e+02  -4.0993e+00  -2.3120e+00  -4.0339e+00  -1.0050e+00  -7.3314e-02   4.5361e-03   2.6133e-05   5.7387e-02   2.3612e-02   1.8744e-01   9.9108e-02   9.4164e-01   8.4073e-02   1.0096e+00   8.1143e-02
+#> 222:    1.0251e+02  -4.0993e+00  -2.3136e+00  -4.0355e+00  -1.0049e+00  -6.8041e-02   4.5806e-03   2.5728e-05   5.7827e-02   2.3466e-02   1.8681e-01   9.9150e-02   9.4237e-01   8.3991e-02   1.0116e+00   8.1192e-02
+#> 223:    1.0251e+02  -4.0993e+00  -2.3144e+00  -4.0364e+00  -1.0047e+00  -6.6770e-02   4.5349e-03   2.5412e-05   5.8823e-02   2.3232e-02   1.8728e-01   9.9882e-02   9.4051e-01   8.3808e-02   1.0097e+00   8.1028e-02
+#> 224:    1.0251e+02  -4.0992e+00  -2.3155e+00  -4.0373e+00  -1.0040e+00  -6.4487e-02   4.4985e-03   2.5094e-05   6.0294e-02   2.3022e-02   1.8652e-01   1.0114e-01   9.3800e-01   8.3696e-02   1.0099e+00   8.0990e-02
+#> 225:    1.0251e+02  -4.0992e+00  -2.3167e+00  -4.0384e+00  -1.0041e+00  -6.2966e-02   4.4783e-03   2.4741e-05   6.0569e-02   2.2900e-02   1.8622e-01   1.0072e-01   9.3574e-01   8.3833e-02   1.0075e+00   8.0893e-02
+#> 226:    1.0251e+02  -4.0993e+00  -2.3173e+00  -4.0395e+00  -1.0036e+00  -6.0541e-02   4.4466e-03   2.4601e-05   6.0661e-02   2.2897e-02   1.8544e-01   1.0160e-01   9.3842e-01   8.3565e-02   1.0064e+00   8.1006e-02
+#> 227:    1.0251e+02  -4.0993e+00  -2.3183e+00  -4.0403e+00  -1.0028e+00  -5.9061e-02   4.4290e-03   2.4610e-05   6.1093e-02   2.2836e-02   1.8582e-01   1.0184e-01   9.3983e-01   8.3421e-02   1.0066e+00   8.1225e-02
+#> 228:    1.0251e+02  -4.0993e+00  -2.3190e+00  -4.0405e+00  -1.0027e+00  -5.8994e-02   4.4377e-03   2.4228e-05   6.0957e-02   2.2540e-02   1.8424e-01   1.0104e-01   9.4056e-01   8.3559e-02   1.0085e+00   8.1266e-02
+#> 229:    1.0251e+02  -4.0993e+00  -2.3206e+00  -4.0398e+00  -1.0026e+00  -5.9258e-02   4.5021e-03   2.3801e-05   6.0331e-02   2.2380e-02   1.8409e-01   9.9681e-02   9.4320e-01   8.3678e-02   1.0111e+00   8.1236e-02
+#> 230:    1.0251e+02  -4.0994e+00  -2.3217e+00  -4.0401e+00  -1.0028e+00  -5.7766e-02   4.5320e-03   2.3519e-05   5.9913e-02   2.2317e-02   1.8484e-01   9.9325e-02   9.4418e-01   8.3884e-02   1.0144e+00   8.1294e-02
+#> 231:    1.0251e+02  -4.0994e+00  -2.3223e+00  -4.0400e+00  -1.0036e+00  -5.7213e-02   4.6519e-03   2.3658e-05   5.9386e-02   2.2185e-02   1.8526e-01   9.8374e-02   9.4356e-01   8.4167e-02   1.0171e+00   8.1315e-02
+#> 232:    1.0251e+02  -4.0994e+00  -2.3231e+00  -4.0400e+00  -1.0045e+00  -5.5248e-02   4.7067e-03   2.3117e-05   5.9583e-02   2.2248e-02   1.8574e-01   9.7396e-02   9.4340e-01   8.4212e-02   1.0179e+00   8.1401e-02
+#> 233:    1.0251e+02  -4.0994e+00  -2.3237e+00  -4.0401e+00  -1.0046e+00  -5.4085e-02   4.7534e-03   2.2858e-05   5.8985e-02   2.2248e-02   1.8649e-01   9.7364e-02   9.4271e-01   8.4248e-02   1.0189e+00   8.1456e-02
+#> 234:    1.0251e+02  -4.0995e+00  -2.3238e+00  -4.0400e+00  -1.0042e+00  -5.2957e-02   4.8433e-03   2.2715e-05   5.8868e-02   2.2174e-02   1.8630e-01   9.7975e-02   9.4382e-01   8.4160e-02   1.0210e+00   8.1665e-02
+#> 235:    1.0251e+02  -4.0995e+00  -2.3248e+00  -4.0396e+00  -1.0044e+00  -5.3132e-02   4.8769e-03   2.2540e-05   5.9052e-02   2.2120e-02   1.8627e-01   9.8772e-02   9.4330e-01   8.4170e-02   1.0196e+00   8.1627e-02
+#> 236:    1.0251e+02  -4.0995e+00  -2.3244e+00  -4.0392e+00  -1.0052e+00  -5.3786e-02   4.8860e-03   2.2664e-05   5.8981e-02   2.2095e-02   1.8771e-01   9.8852e-02   9.4172e-01   8.4214e-02   1.0191e+00   8.1698e-02
+#> 237:    1.0251e+02  -4.0996e+00  -2.3231e+00  -4.0386e+00  -1.0056e+00  -5.5158e-02   4.8731e-03   2.2576e-05   5.8788e-02   2.2037e-02   1.8860e-01   9.9599e-02   9.4242e-01   8.4097e-02   1.0198e+00   8.1684e-02
+#> 238:    1.0251e+02  -4.0996e+00  -2.3222e+00  -4.0384e+00  -1.0054e+00  -5.6412e-02   4.8673e-03   2.2575e-05   5.8733e-02   2.1962e-02   1.8874e-01   9.9196e-02   9.4097e-01   8.4103e-02   1.0208e+00   8.1649e-02
+#> 239:    1.0251e+02  -4.0996e+00  -2.3212e+00  -4.0382e+00  -1.0068e+00  -5.7131e-02   4.8223e-03   2.2398e-05   5.8674e-02   2.1817e-02   1.8926e-01   9.9323e-02   9.4261e-01   8.4059e-02   1.0229e+00   8.1670e-02
+#> 240:    1.0251e+02  -4.0996e+00  -2.3216e+00  -4.0376e+00  -1.0073e+00  -5.6962e-02   4.7984e-03   2.2260e-05   5.8558e-02   2.1632e-02   1.8892e-01   9.9232e-02   9.4434e-01   8.4130e-02   1.0237e+00   8.1679e-02
+#> 241:    1.0251e+02  -4.0996e+00  -2.3216e+00  -4.0371e+00  -1.0078e+00  -5.6984e-02   4.7767e-03   2.2074e-05   5.9552e-02   2.1436e-02   1.8860e-01   9.9285e-02   9.4491e-01   8.4026e-02   1.0247e+00   8.1680e-02
+#> 242:    1.0251e+02  -4.0996e+00  -2.3222e+00  -4.0372e+00  -1.0079e+00  -5.6422e-02   4.7880e-03   2.2014e-05   6.0033e-02   2.1277e-02   1.8860e-01   9.8674e-02   9.4359e-01   8.3991e-02   1.0255e+00   8.1634e-02
+#> 243:    1.0251e+02  -4.0995e+00  -2.3227e+00  -4.0376e+00  -1.0079e+00  -5.4330e-02   4.7944e-03   2.1687e-05   6.0189e-02   2.1088e-02   1.8830e-01   9.7952e-02   9.4207e-01   8.4036e-02   1.0257e+00   8.1666e-02
+#> 244:    1.0251e+02  -4.0995e+00  -2.3237e+00  -4.0385e+00  -1.0076e+00  -5.2834e-02   4.7916e-03   2.1467e-05   6.0432e-02   2.1062e-02   1.8810e-01   9.7065e-02   9.4039e-01   8.4075e-02   1.0248e+00   8.1599e-02
+#> 245:    1.0251e+02  -4.0995e+00  -2.3249e+00  -4.0390e+00  -1.0073e+00  -5.0542e-02   4.7926e-03   2.1549e-05   6.1095e-02   2.0981e-02   1.8814e-01   9.6715e-02   9.3900e-01   8.4049e-02   1.0226e+00   8.1505e-02
+#> 246:    1.0251e+02  -4.0995e+00  -2.3261e+00  -4.0398e+00  -1.0066e+00  -4.7686e-02   4.8114e-03   2.1557e-05   6.1692e-02   2.0969e-02   1.8783e-01   9.6477e-02   9.3880e-01   8.4024e-02   1.0211e+00   8.1456e-02
+#> 247:    1.0251e+02  -4.0996e+00  -2.3270e+00  -4.0406e+00  -1.0063e+00  -4.5794e-02   4.7864e-03   2.1709e-05   6.1819e-02   2.0928e-02   1.8765e-01   9.5549e-02   9.3939e-01   8.4076e-02   1.0201e+00   8.1427e-02
+#> 248:    1.0251e+02  -4.0995e+00  -2.3282e+00  -4.0412e+00  -1.0064e+00  -4.3009e-02   4.7307e-03   2.1707e-05   6.2309e-02   2.0970e-02   1.8795e-01   9.5221e-02   9.3898e-01   8.4080e-02   1.0197e+00   8.1501e-02
+#> 249:    1.0251e+02  -4.0996e+00  -2.3298e+00  -4.0417e+00  -1.0070e+00  -4.1062e-02   4.7070e-03   2.1737e-05   6.2607e-02   2.1094e-02   1.8796e-01   9.5103e-02   9.3917e-01   8.4069e-02   1.0194e+00   8.1525e-02
+#> 250:    1.0251e+02  -4.0996e+00  -2.3313e+00  -4.0420e+00  -1.0073e+00  -3.9250e-02   4.7191e-03   2.1947e-05   6.2963e-02   2.1053e-02   1.8834e-01   9.4954e-02   9.3851e-01   8.4115e-02   1.0190e+00   8.1496e-02
+#> 251:    1.0251e+02  -4.0997e+00  -2.3317e+00  -4.0424e+00  -1.0078e+00  -3.7549e-02   4.7501e-03   2.2063e-05   6.3160e-02   2.0958e-02   1.8840e-01   9.4783e-02   9.3749e-01   8.4137e-02   1.0185e+00   8.1476e-02
+#> 252:    1.0251e+02  -4.0997e+00  -2.3319e+00  -4.0424e+00  -1.0083e+00  -3.6657e-02   4.7441e-03   2.2081e-05   6.3250e-02   2.0891e-02   1.8911e-01   9.4954e-02   9.3708e-01   8.4108e-02   1.0180e+00   8.1479e-02
+#> 253:    1.0251e+02  -4.0997e+00  -2.3323e+00  -4.0425e+00  -1.0085e+00  -3.5826e-02   4.7409e-03   2.2021e-05   6.3513e-02   2.0810e-02   1.8920e-01   9.5196e-02   9.3509e-01   8.4179e-02   1.0184e+00   8.1440e-02
+#> 254:    1.0251e+02  -4.0997e+00  -2.3324e+00  -4.0426e+00  -1.0086e+00  -3.6456e-02   4.7046e-03   2.1929e-05   6.3535e-02   2.0859e-02   1.9010e-01   9.5077e-02   9.3362e-01   8.4279e-02   1.0185e+00   8.1371e-02
+#> 255:    1.0251e+02  -4.0997e+00  -2.3313e+00  -4.0424e+00  -1.0088e+00  -3.7358e-02   4.6636e-03   2.1827e-05   6.3864e-02   2.0820e-02   1.9126e-01   9.4979e-02   9.3183e-01   8.4380e-02   1.0185e+00   8.1434e-02
+#> 256:    1.0251e+02  -4.0997e+00  -2.3306e+00  -4.0423e+00  -1.0086e+00  -3.8558e-02   4.6418e-03   2.1776e-05   6.4176e-02   2.0845e-02   1.9175e-01   9.4890e-02   9.3144e-01   8.4436e-02   1.0188e+00   8.1420e-02
+#> 257:    1.0251e+02  -4.0997e+00  -2.3297e+00  -4.0419e+00  -1.0092e+00  -3.9580e-02   4.6134e-03   2.1742e-05   6.4408e-02   2.0751e-02   1.9188e-01   9.4692e-02   9.3113e-01   8.4507e-02   1.0187e+00   8.1412e-02
+#> 258:    1.0251e+02  -4.0997e+00  -2.3287e+00  -4.0415e+00  -1.0090e+00  -4.0619e-02   4.5918e-03   2.1710e-05   6.4634e-02   2.0663e-02   1.9172e-01   9.4422e-02   9.3104e-01   8.4479e-02   1.0189e+00   8.1395e-02
+#> 259:    1.0251e+02  -4.0997e+00  -2.3284e+00  -4.0412e+00  -1.0086e+00  -4.1245e-02   4.5889e-03   2.1741e-05   6.5035e-02   2.0678e-02   1.9132e-01   9.3998e-02   9.2986e-01   8.4448e-02   1.0177e+00   8.1368e-02
+#> 260:    1.0251e+02  -4.0997e+00  -2.3283e+00  -4.0410e+00  -1.0084e+00  -4.1907e-02   4.5818e-03   2.1877e-05   6.5755e-02   2.0691e-02   1.9113e-01   9.3631e-02   9.2955e-01   8.4378e-02   1.0172e+00   8.1346e-02
+#> 261:    1.0251e+02  -4.0998e+00  -2.3282e+00  -4.0409e+00  -1.0087e+00  -4.2022e-02   4.5724e-03   2.1946e-05   6.6396e-02   2.0714e-02   1.9084e-01   9.3140e-02   9.2882e-01   8.4426e-02   1.0166e+00   8.1329e-02
+#> 262:    1.0251e+02  -4.0997e+00  -2.3275e+00  -4.0408e+00  -1.0092e+00  -4.2439e-02   4.5357e-03   2.1842e-05   6.6895e-02   2.0692e-02   1.9082e-01   9.2527e-02   9.2811e-01   8.4447e-02   1.0168e+00   8.1339e-02
+#> 263:    1.0251e+02  -4.0998e+00  -2.3269e+00  -4.0407e+00  -1.0097e+00  -4.2867e-02   4.5244e-03   2.1830e-05   6.7068e-02   2.0721e-02   1.9077e-01   9.2003e-02   9.2800e-01   8.4366e-02   1.0171e+00   8.1343e-02
+#> 264:    1.0251e+02  -4.0998e+00  -2.3262e+00  -4.0403e+00  -1.0102e+00  -4.3066e-02   4.4987e-03   2.1812e-05   6.7458e-02   2.0718e-02   1.9065e-01   9.1528e-02   9.2710e-01   8.4389e-02   1.0163e+00   8.1355e-02
+#> 265:    1.0251e+02  -4.0998e+00  -2.3264e+00  -4.0401e+00  -1.0105e+00  -4.3042e-02   4.4865e-03   2.1721e-05   6.7680e-02   2.0722e-02   1.9057e-01   9.1243e-02   9.2631e-01   8.4430e-02   1.0154e+00   8.1321e-02
+#> 266:    1.0251e+02  -4.0998e+00  -2.3264e+00  -4.0397e+00  -1.0107e+00  -4.3247e-02   4.4552e-03   2.1609e-05   6.8246e-02   2.0757e-02   1.9054e-01   9.1222e-02   9.2659e-01   8.4381e-02   1.0154e+00   8.1290e-02
+#> 267:    1.0251e+02  -4.0999e+00  -2.3261e+00  -4.0396e+00  -1.0107e+00  -4.4145e-02   4.4367e-03   2.1505e-05   6.8834e-02   2.0735e-02   1.9038e-01   9.1594e-02   9.2661e-01   8.4338e-02   1.0153e+00   8.1308e-02
+#> 268:    1.0251e+02  -4.0999e+00  -2.3249e+00  -4.0395e+00  -1.0112e+00  -4.5394e-02   4.4239e-03   2.1411e-05   6.9776e-02   2.0749e-02   1.9017e-01   9.1916e-02   9.2711e-01   8.4286e-02   1.0158e+00   8.1400e-02
+#> 269:    1.0251e+02  -4.0999e+00  -2.3236e+00  -4.0391e+00  -1.0112e+00  -4.6744e-02   4.4119e-03   2.1310e-05   7.0528e-02   2.0709e-02   1.9026e-01   9.2008e-02   9.2638e-01   8.4248e-02   1.0160e+00   8.1389e-02
+#> 270:    1.0251e+02  -4.0999e+00  -2.3231e+00  -4.0388e+00  -1.0116e+00  -4.7514e-02   4.3782e-03   2.1160e-05   7.1513e-02   2.0724e-02   1.9006e-01   9.1551e-02   9.2668e-01   8.4246e-02   1.0149e+00   8.1419e-02
+#> 271:    1.0251e+02  -4.0999e+00  -2.3228e+00  -4.0387e+00  -1.0117e+00  -4.7755e-02   4.3389e-03   2.1121e-05   7.1868e-02   2.0670e-02   1.8969e-01   9.1369e-02   9.2678e-01   8.4228e-02   1.0145e+00   8.1437e-02
+#> 272:    1.0251e+02  -4.0999e+00  -2.3222e+00  -4.0387e+00  -1.0121e+00  -4.8163e-02   4.3080e-03   2.1146e-05   7.2226e-02   2.0710e-02   1.8983e-01   9.0962e-02   9.2639e-01   8.4261e-02   1.0132e+00   8.1523e-02
+#> 273:    1.0251e+02  -4.0999e+00  -2.3216e+00  -4.0389e+00  -1.0122e+00  -4.8336e-02   4.2916e-03   2.1202e-05   7.2734e-02   2.0689e-02   1.8982e-01   9.0422e-02   9.2618e-01   8.4177e-02   1.0134e+00   8.1561e-02
+#> 274:    1.0251e+02  -4.0999e+00  -2.3211e+00  -4.0388e+00  -1.0124e+00  -4.8286e-02   4.2592e-03   2.1201e-05   7.3324e-02   2.0658e-02   1.9015e-01   8.9938e-02   9.2530e-01   8.4133e-02   1.0133e+00   8.1562e-02
+#> 275:    1.0251e+02  -4.0999e+00  -2.3211e+00  -4.0387e+00  -1.0128e+00  -4.8312e-02   4.2368e-03   2.1092e-05   7.3673e-02   2.0639e-02   1.9018e-01   8.9708e-02   9.2404e-01   8.4155e-02   1.0130e+00   8.1535e-02
+#> 276:    1.0251e+02  -4.0999e+00  -2.3212e+00  -4.0386e+00  -1.0126e+00  -4.8249e-02   4.2070e-03   2.0985e-05   7.4089e-02   2.0674e-02   1.8992e-01   8.9341e-02   9.2339e-01   8.4163e-02   1.0121e+00   8.1515e-02
+#> 277:    1.0251e+02  -4.0999e+00  -2.3212e+00  -4.0387e+00  -1.0123e+00  -4.8743e-02   4.1781e-03   2.0914e-05   7.4488e-02   2.0779e-02   1.8959e-01   8.9106e-02   9.2352e-01   8.4100e-02   1.0112e+00   8.1477e-02
+#> 278:    1.0251e+02  -4.0999e+00  -2.3213e+00  -4.0385e+00  -1.0118e+00  -4.9468e-02   4.1782e-03   2.0802e-05   7.4843e-02   2.0859e-02   1.8970e-01   8.8995e-02   9.2374e-01   8.4037e-02   1.0103e+00   8.1458e-02
+#> 279:    1.0251e+02  -4.0999e+00  -2.3213e+00  -4.0384e+00  -1.0115e+00  -4.9612e-02   4.1736e-03   2.0737e-05   7.5385e-02   2.0899e-02   1.8969e-01   8.8806e-02   9.2347e-01   8.3989e-02   1.0095e+00   8.1440e-02
+#> 280:    1.0251e+02  -4.0999e+00  -2.3213e+00  -4.0382e+00  -1.0114e+00  -5.0460e-02   4.1900e-03   2.0708e-05   7.6051e-02   2.0933e-02   1.8968e-01   8.9243e-02   9.2293e-01   8.3972e-02   1.0085e+00   8.1467e-02
+#> 281:    1.0251e+02  -4.0999e+00  -2.3215e+00  -4.0378e+00  -1.0113e+00  -5.0583e-02   4.2096e-03   2.0638e-05   7.6759e-02   2.1003e-02   1.8941e-01   8.9450e-02   9.2294e-01   8.4027e-02   1.0080e+00   8.1467e-02
+#> 282:    1.0251e+02  -4.0999e+00  -2.3218e+00  -4.0380e+00  -1.0114e+00  -5.0276e-02   4.2061e-03   2.0669e-05   7.7323e-02   2.1016e-02   1.8946e-01   8.9456e-02   9.2386e-01   8.3996e-02   1.0095e+00   8.1446e-02
+#> 283:    1.0251e+02  -4.0999e+00  -2.3224e+00  -4.0383e+00  -1.0115e+00  -4.9357e-02   4.2005e-03   2.0601e-05   7.7856e-02   2.1072e-02   1.8968e-01   8.9327e-02   9.2480e-01   8.3964e-02   1.0101e+00   8.1418e-02
+#> 284:    1.0251e+02  -4.0999e+00  -2.3226e+00  -4.0386e+00  -1.0110e+00  -4.8703e-02   4.1977e-03   2.0549e-05   7.8183e-02   2.1122e-02   1.8956e-01   8.9430e-02   9.2470e-01   8.3898e-02   1.0098e+00   8.1428e-02
+#> 285:    1.0251e+02  -4.0999e+00  -2.3232e+00  -4.0389e+00  -1.0110e+00  -4.7526e-02   4.2063e-03   2.0546e-05   7.8449e-02   2.1151e-02   1.8967e-01   8.9133e-02   9.2438e-01   8.3889e-02   1.0089e+00   8.1428e-02
+#> 286:    1.0251e+02  -4.0999e+00  -2.3242e+00  -4.0389e+00  -1.0103e+00  -4.6191e-02   4.2076e-03   2.0486e-05   7.8629e-02   2.1133e-02   1.8970e-01   8.8773e-02   9.2471e-01   8.3861e-02   1.0087e+00   8.1427e-02
+#> 287:    1.0251e+02  -4.0999e+00  -2.3243e+00  -4.0391e+00  -1.0105e+00  -4.5159e-02   4.1980e-03   2.0488e-05   7.8916e-02   2.1071e-02   1.8955e-01   8.8297e-02   9.2415e-01   8.3957e-02   1.0084e+00   8.1464e-02
+#> 288:    1.0251e+02  -4.0999e+00  -2.3237e+00  -4.0392e+00  -1.0109e+00  -4.4970e-02   4.1921e-03   2.0495e-05   7.8764e-02   2.0953e-02   1.8988e-01   8.8160e-02   9.2539e-01   8.3963e-02   1.0103e+00   8.1466e-02
+#> 289:    1.0251e+02  -4.0999e+00  -2.3232e+00  -4.0392e+00  -1.0114e+00  -4.4592e-02   4.1763e-03   2.0584e-05   7.8632e-02   2.0841e-02   1.8982e-01   8.8037e-02   9.2559e-01   8.4031e-02   1.0111e+00   8.1469e-02
+#> 290:    1.0251e+02  -4.0999e+00  -2.3228e+00  -4.0393e+00  -1.0118e+00  -4.4506e-02   4.1574e-03   2.0479e-05   7.8482e-02   2.0726e-02   1.8968e-01   8.7644e-02   9.2519e-01   8.4079e-02   1.0117e+00   8.1474e-02
+#> 291:    1.0251e+02  -4.0999e+00  -2.3223e+00  -4.0392e+00  -1.0120e+00  -4.4578e-02   4.1365e-03   2.0488e-05   7.8220e-02   2.0662e-02   1.8952e-01   8.7558e-02   9.2534e-01   8.4128e-02   1.0119e+00   8.1459e-02
+#> 292:    1.0251e+02  -4.0999e+00  -2.3219e+00  -4.0392e+00  -1.0120e+00  -4.4486e-02   4.1205e-03   2.0514e-05   7.8288e-02   2.0601e-02   1.8947e-01   8.7669e-02   9.2591e-01   8.4106e-02   1.0124e+00   8.1443e-02
+#> 293:    1.0251e+02  -4.0999e+00  -2.3217e+00  -4.0395e+00  -1.0120e+00  -4.3914e-02   4.1076e-03   2.0606e-05   7.8474e-02   2.0557e-02   1.8960e-01   8.7970e-02   9.2580e-01   8.4052e-02   1.0124e+00   8.1443e-02
+#> 294:    1.0251e+02  -4.0998e+00  -2.3218e+00  -4.0399e+00  -1.0123e+00  -4.3173e-02   4.1124e-03   2.0598e-05   7.8561e-02   2.0485e-02   1.8979e-01   8.7954e-02   9.2624e-01   8.4027e-02   1.0132e+00   8.1419e-02
+#> 295:    1.0251e+02  -4.0998e+00  -2.3220e+00  -4.0399e+00  -1.0123e+00  -4.2805e-02   4.1150e-03   2.0599e-05   7.8804e-02   2.0397e-02   1.8985e-01   8.8079e-02   9.2637e-01   8.3980e-02   1.0139e+00   8.1382e-02
+#> 296:    1.0251e+02  -4.0998e+00  -2.3224e+00  -4.0401e+00  -1.0121e+00  -4.2813e-02   4.1342e-03   2.0618e-05   7.9093e-02   2.0359e-02   1.8980e-01   8.8328e-02   9.2555e-01   8.3955e-02   1.0137e+00   8.1344e-02
+#> 297:    1.0251e+02  -4.0998e+00  -2.3225e+00  -4.0403e+00  -1.0118e+00  -4.2861e-02   4.1653e-03   2.0599e-05   7.9236e-02   2.0318e-02   1.8969e-01   8.8659e-02   9.2477e-01   8.3916e-02   1.0135e+00   8.1323e-02
+#> 298:    1.0251e+02  -4.0997e+00  -2.3228e+00  -4.0404e+00  -1.0116e+00  -4.2874e-02   4.2066e-03   2.0567e-05   7.9391e-02   2.0249e-02   1.8973e-01   8.8706e-02   9.2359e-01   8.3939e-02   1.0134e+00   8.1277e-02
+#> 299:    1.0251e+02  -4.0997e+00  -2.3224e+00  -4.0404e+00  -1.0113e+00  -4.3190e-02   4.2168e-03   2.0532e-05   7.9379e-02   2.0187e-02   1.8973e-01   8.8757e-02   9.2294e-01   8.3916e-02   1.0137e+00   8.1243e-02
+#> 300:    1.0251e+02  -4.0997e+00  -2.3221e+00  -4.0405e+00  -1.0111e+00  -4.3480e-02   4.2289e-03   2.0490e-05   7.9314e-02   2.0140e-02   1.8983e-01   8.8620e-02   9.2242e-01   8.3900e-02   1.0137e+00   8.1210e-02
+#> 301:    1.0251e+02  -4.0997e+00  -2.3213e+00  -4.0404e+00  -1.0109e+00  -4.4169e-02   4.2524e-03   2.0546e-05   7.9499e-02   2.0117e-02   1.8991e-01   8.8503e-02   9.2226e-01   8.3843e-02   1.0136e+00   8.1235e-02
+#> 302:    1.0251e+02  -4.0997e+00  -2.3205e+00  -4.0403e+00  -1.0108e+00  -4.5199e-02   4.2709e-03   2.0511e-05   7.9674e-02   2.0085e-02   1.8969e-01   8.8687e-02   9.2207e-01   8.3852e-02   1.0134e+00   8.1262e-02
+#> 303:    1.0251e+02  -4.0997e+00  -2.3199e+00  -4.0401e+00  -1.0106e+00  -4.6193e-02   4.2807e-03   2.0440e-05   7.9845e-02   2.0104e-02   1.8985e-01   8.8661e-02   9.2135e-01   8.3843e-02   1.0128e+00   8.1274e-02
+#> 304:    1.0251e+02  -4.0997e+00  -2.3189e+00  -4.0398e+00  -1.0105e+00  -4.7180e-02   4.3058e-03   2.0450e-05   7.9808e-02   2.0159e-02   1.8987e-01   8.8660e-02   9.2076e-01   8.3856e-02   1.0120e+00   8.1277e-02
+#> 305:    1.0251e+02  -4.0997e+00  -2.3180e+00  -4.0396e+00  -1.0102e+00  -4.8474e-02   4.3050e-03   2.0527e-05   7.9932e-02   2.0184e-02   1.8970e-01   8.8567e-02   9.1986e-01   8.3867e-02   1.0111e+00   8.1290e-02
+#> 306:    1.0251e+02  -4.0997e+00  -2.3175e+00  -4.0393e+00  -1.0101e+00  -4.9308e-02   4.3055e-03   2.0586e-05   8.0113e-02   2.0178e-02   1.8971e-01   8.8307e-02   9.1930e-01   8.3865e-02   1.0112e+00   8.1290e-02
+#> 307:    1.0251e+02  -4.0997e+00  -2.3175e+00  -4.0393e+00  -1.0103e+00  -4.9278e-02   4.3027e-03   2.0441e-05   8.0168e-02   2.0211e-02   1.8973e-01   8.7993e-02   9.1919e-01   8.3837e-02   1.0109e+00   8.1287e-02
+#> 308:    1.0251e+02  -4.0998e+00  -2.3175e+00  -4.0394e+00  -1.0103e+00  -4.9430e-02   4.2899e-03   2.0384e-05   8.0417e-02   2.0187e-02   1.8983e-01   8.7757e-02   9.1937e-01   8.3778e-02   1.0106e+00   8.1289e-02
+#> 309:    1.0251e+02  -4.0998e+00  -2.3175e+00  -4.0393e+00  -1.0103e+00  -4.9319e-02   4.2773e-03   2.0349e-05   8.0807e-02   2.0161e-02   1.8959e-01   8.7493e-02   9.1950e-01   8.3734e-02   1.0108e+00   8.1279e-02
+#> 310:    1.0251e+02  -4.0998e+00  -2.3174e+00  -4.0393e+00  -1.0101e+00  -4.8880e-02   4.2710e-03   2.0327e-05   8.1202e-02   2.0116e-02   1.8983e-01   8.7251e-02   9.1864e-01   8.3730e-02   1.0108e+00   8.1294e-02
+#> 311:    1.0251e+02  -4.0998e+00  -2.3174e+00  -4.0394e+00  -1.0100e+00  -4.8080e-02   4.2611e-03   2.0272e-05   8.1332e-02   2.0078e-02   1.9003e-01   8.6995e-02   9.1844e-01   8.3699e-02   1.0105e+00   8.1319e-02
+#> 312:    1.0251e+02  -4.0998e+00  -2.3173e+00  -4.0394e+00  -1.0100e+00  -4.7724e-02   4.2663e-03   2.0239e-05   8.1553e-02   2.0021e-02   1.8982e-01   8.6721e-02   9.1838e-01   8.3721e-02   1.0100e+00   8.1312e-02
+#> 313:    1.0251e+02  -4.0998e+00  -2.3170e+00  -4.0395e+00  -1.0100e+00  -4.7216e-02   4.2775e-03   2.0213e-05   8.2001e-02   1.9971e-02   1.8980e-01   8.6651e-02   9.1837e-01   8.3697e-02   1.0100e+00   8.1318e-02
+#> 314:    1.0251e+02  -4.0998e+00  -2.3169e+00  -4.0398e+00  -1.0100e+00  -4.6902e-02   4.2949e-03   2.0265e-05   8.2392e-02   1.9922e-02   1.8988e-01   8.6426e-02   9.1845e-01   8.3722e-02   1.0103e+00   8.1309e-02
+#> 315:    1.0251e+02  -4.0998e+00  -2.3168e+00  -4.0399e+00  -1.0102e+00  -4.6480e-02   4.3206e-03   2.0314e-05   8.2534e-02   1.9912e-02   1.8972e-01   8.6211e-02   9.1792e-01   8.3758e-02   1.0103e+00   8.1337e-02
+#> 316:    1.0251e+02  -4.0998e+00  -2.3169e+00  -4.0400e+00  -1.0100e+00  -4.6238e-02   4.3456e-03   2.0323e-05   8.2729e-02   1.9936e-02   1.8975e-01   8.5856e-02   9.1759e-01   8.3814e-02   1.0095e+00   8.1353e-02
+#> 317:    1.0251e+02  -4.0998e+00  -2.3169e+00  -4.0402e+00  -1.0103e+00  -4.5470e-02   4.3521e-03   2.0275e-05   8.2864e-02   1.9965e-02   1.8980e-01   8.5438e-02   9.1755e-01   8.3894e-02   1.0088e+00   8.1373e-02
+#> 318:    1.0251e+02  -4.0998e+00  -2.3169e+00  -4.0402e+00  -1.0106e+00  -4.5001e-02   4.3661e-03   2.0191e-05   8.2949e-02   1.9983e-02   1.9001e-01   8.5203e-02   9.1746e-01   8.3944e-02   1.0078e+00   8.1401e-02
+#> 319:    1.0251e+02  -4.0998e+00  -2.3169e+00  -4.0403e+00  -1.0108e+00  -4.4545e-02   4.3665e-03   2.0114e-05   8.2694e-02   2.0003e-02   1.9041e-01   8.4997e-02   9.1774e-01   8.3940e-02   1.0073e+00   8.1417e-02
+#> 320:    1.0251e+02  -4.0998e+00  -2.3171e+00  -4.0402e+00  -1.0109e+00  -4.4419e-02   4.3600e-03   2.0043e-05   8.2516e-02   1.9999e-02   1.9044e-01   8.4873e-02   9.1798e-01   8.3932e-02   1.0070e+00   8.1420e-02
+#> 321:    1.0251e+02  -4.0998e+00  -2.3170e+00  -4.0401e+00  -1.0107e+00  -4.4267e-02   4.3539e-03   1.9995e-05   8.2307e-02   1.9967e-02   1.9050e-01   8.4982e-02   9.1814e-01   8.3919e-02   1.0067e+00   8.1429e-02
+#> 322:    1.0251e+02  -4.0998e+00  -2.3170e+00  -4.0400e+00  -1.0106e+00  -4.4240e-02   4.3331e-03   1.9984e-05   8.2305e-02   1.9961e-02   1.9054e-01   8.5443e-02   9.1821e-01   8.3910e-02   1.0065e+00   8.1424e-02
+#> 323:    1.0251e+02  -4.0998e+00  -2.3166e+00  -4.0397e+00  -1.0105e+00  -4.4793e-02   4.3199e-03   1.9921e-05   8.2300e-02   1.9935e-02   1.9078e-01   8.6081e-02   9.1836e-01   8.3854e-02   1.0062e+00   8.1448e-02
+#> 324:    1.0251e+02  -4.0998e+00  -2.3167e+00  -4.0395e+00  -1.0104e+00  -4.4862e-02   4.3167e-03   1.9926e-05   8.2063e-02   1.9919e-02   1.9086e-01   8.6736e-02   9.1865e-01   8.3834e-02   1.0060e+00   8.1439e-02
+#> 325:    1.0251e+02  -4.0998e+00  -2.3166e+00  -4.0394e+00  -1.0103e+00  -4.5123e-02   4.3012e-03   1.9902e-05   8.1871e-02   1.9888e-02   1.9103e-01   8.7030e-02   9.1829e-01   8.3865e-02   1.0059e+00   8.1436e-02
+#> 326:    1.0251e+02  -4.0998e+00  -2.3166e+00  -4.0393e+00  -1.0100e+00  -4.5111e-02   4.2839e-03   1.9869e-05   8.2016e-02   1.9843e-02   1.9083e-01   8.7106e-02   9.1802e-01   8.3847e-02   1.0058e+00   8.1427e-02
+#> 327:    1.0251e+02  -4.0998e+00  -2.3165e+00  -4.0393e+00  -1.0101e+00  -4.5297e-02   4.2847e-03   1.9858e-05   8.2297e-02   1.9823e-02   1.9075e-01   8.7398e-02   9.1826e-01   8.3771e-02   1.0054e+00   8.1451e-02
+#> 328:    1.0251e+02  -4.0998e+00  -2.3162e+00  -4.0393e+00  -1.0100e+00  -4.5633e-02   4.2864e-03   1.9877e-05   8.2486e-02   1.9809e-02   1.9060e-01   8.7863e-02   9.1822e-01   8.3706e-02   1.0049e+00   8.1482e-02
+#> 329:    1.0251e+02  -4.0998e+00  -2.3163e+00  -4.0392e+00  -1.0098e+00  -4.5698e-02   4.3097e-03   1.9869e-05   8.2469e-02   1.9795e-02   1.9047e-01   8.8220e-02   9.1805e-01   8.3704e-02   1.0045e+00   8.1502e-02
+#> 330:    1.0251e+02  -4.0998e+00  -2.3168e+00  -4.0390e+00  -1.0099e+00  -4.5752e-02   4.3120e-03   1.9810e-05   8.2684e-02   1.9770e-02   1.9049e-01   8.8495e-02   9.1779e-01   8.3731e-02   1.0046e+00   8.1500e-02
+#> 331:    1.0251e+02  -4.0998e+00  -2.3170e+00  -4.0390e+00  -1.0099e+00  -4.5957e-02   4.3052e-03   1.9736e-05   8.2748e-02   1.9734e-02   1.9034e-01   8.8651e-02   9.1818e-01   8.3707e-02   1.0050e+00   8.1489e-02
+#> 332:    1.0251e+02  -4.0998e+00  -2.3171e+00  -4.0391e+00  -1.0098e+00  -4.5788e-02   4.2994e-03   1.9733e-05   8.2906e-02   1.9711e-02   1.9035e-01   8.8647e-02   9.1835e-01   8.3660e-02   1.0052e+00   8.1490e-02
+#> 333:    1.0251e+02  -4.0998e+00  -2.3173e+00  -4.0392e+00  -1.0099e+00  -4.5316e-02   4.2822e-03   1.9667e-05   8.2967e-02   1.9695e-02   1.9041e-01   8.8729e-02   9.1832e-01   8.3666e-02   1.0056e+00   8.1484e-02
+#> 334:    1.0251e+02  -4.0998e+00  -2.3179e+00  -4.0394e+00  -1.0097e+00  -4.4740e-02   4.2668e-03   1.9593e-05   8.3055e-02   1.9702e-02   1.9058e-01   8.8853e-02   9.1799e-01   8.3687e-02   1.0056e+00   8.1457e-02
+#> 335:    1.0251e+02  -4.0998e+00  -2.3181e+00  -4.0395e+00  -1.0095e+00  -4.4451e-02   4.2558e-03   1.9535e-05   8.3023e-02   1.9762e-02   1.9027e-01   8.9035e-02   9.1828e-01   8.3673e-02   1.0052e+00   8.1469e-02
+#> 336:    1.0251e+02  -4.0998e+00  -2.3178e+00  -4.0395e+00  -1.0098e+00  -4.4500e-02   4.2571e-03   1.9546e-05   8.3051e-02   1.9779e-02   1.9024e-01   8.9486e-02   9.1868e-01   8.3611e-02   1.0053e+00   8.1515e-02
+#> 337:    1.0251e+02  -4.0998e+00  -2.3179e+00  -4.0396e+00  -1.0099e+00  -4.4018e-02   4.2494e-03   1.9584e-05   8.3206e-02   1.9764e-02   1.9011e-01   8.9643e-02   9.1871e-01   8.3659e-02   1.0056e+00   8.1531e-02
+#> 338:    1.0251e+02  -4.0998e+00  -2.3180e+00  -4.0396e+00  -1.0101e+00  -4.3768e-02   4.2332e-03   1.9635e-05   8.3235e-02   1.9751e-02   1.9011e-01   8.9877e-02   9.1939e-01   8.3622e-02   1.0060e+00   8.1528e-02
+#> 339:    1.0251e+02  -4.0998e+00  -2.3186e+00  -4.0397e+00  -1.0098e+00  -4.3605e-02   4.2237e-03   1.9638e-05   8.3611e-02   1.9725e-02   1.9014e-01   8.9946e-02   9.2025e-01   8.3580e-02   1.0064e+00   8.1528e-02
+#> 340:    1.0251e+02  -4.0998e+00  -2.3190e+00  -4.0396e+00  -1.0097e+00  -4.3585e-02   4.2095e-03   1.9630e-05   8.3986e-02   1.9677e-02   1.9019e-01   8.9920e-02   9.2124e-01   8.3559e-02   1.0073e+00   8.1516e-02
+#> 341:    1.0251e+02  -4.0998e+00  -2.3191e+00  -4.0398e+00  -1.0097e+00  -4.3238e-02   4.1994e-03   1.9636e-05   8.4311e-02   1.9683e-02   1.9023e-01   8.9809e-02   9.2179e-01   8.3517e-02   1.0079e+00   8.1498e-02
+#> 342:    1.0251e+02  -4.0998e+00  -2.3194e+00  -4.0400e+00  -1.0097e+00  -4.2748e-02   4.1886e-03   1.9661e-05   8.4345e-02   1.9684e-02   1.9018e-01   8.9600e-02   9.2207e-01   8.3517e-02   1.0081e+00   8.1517e-02
+#> 343:    1.0251e+02  -4.0998e+00  -2.3196e+00  -4.0402e+00  -1.0096e+00  -4.2336e-02   4.1813e-03   1.9615e-05   8.4331e-02   1.9666e-02   1.9016e-01   8.9379e-02   9.2231e-01   8.3534e-02   1.0083e+00   8.1548e-02
+#> 344:    1.0251e+02  -4.0998e+00  -2.3197e+00  -4.0403e+00  -1.0097e+00  -4.2462e-02   4.1751e-03   1.9621e-05   8.4176e-02   1.9673e-02   1.8996e-01   8.9217e-02   9.2236e-01   8.3540e-02   1.0083e+00   8.1557e-02
+#> 345:    1.0251e+02  -4.0998e+00  -2.3200e+00  -4.0403e+00  -1.0098e+00  -4.2327e-02   4.1705e-03   1.9552e-05   8.4159e-02   1.9684e-02   1.9017e-01   8.8957e-02   9.2232e-01   8.3511e-02   1.0085e+00   8.1566e-02
+#> 346:    1.0251e+02  -4.0998e+00  -2.3200e+00  -4.0403e+00  -1.0097e+00  -4.2261e-02   4.1750e-03   1.9564e-05   8.4080e-02   1.9731e-02   1.9047e-01   8.8630e-02   9.2248e-01   8.3516e-02   1.0081e+00   8.1578e-02
+#> 347:    1.0251e+02  -4.0999e+00  -2.3200e+00  -4.0403e+00  -1.0096e+00  -4.2296e-02   4.1883e-03   1.9634e-05   8.4231e-02   1.9747e-02   1.9061e-01   8.8399e-02   9.2250e-01   8.3557e-02   1.0075e+00   8.1580e-02
+#> 348:    1.0251e+02  -4.0999e+00  -2.3199e+00  -4.0404e+00  -1.0096e+00  -4.2345e-02   4.2129e-03   1.9692e-05   8.4295e-02   1.9719e-02   1.9068e-01   8.8210e-02   9.2212e-01   8.3568e-02   1.0075e+00   8.1586e-02
+#> 349:    1.0251e+02  -4.0999e+00  -2.3198e+00  -4.0404e+00  -1.0095e+00  -4.2617e-02   4.2066e-03   1.9720e-05   8.4289e-02   1.9731e-02   1.9054e-01   8.8147e-02   9.2185e-01   8.3565e-02   1.0070e+00   8.1590e-02
+#> 350:    1.0251e+02  -4.0999e+00  -2.3196e+00  -4.0405e+00  -1.0093e+00  -4.2582e-02   4.2011e-03   1.9760e-05   8.4302e-02   1.9703e-02   1.9044e-01   8.8068e-02   9.2182e-01   8.3537e-02   1.0070e+00   8.1590e-02
+#> 351:    1.0251e+02  -4.0998e+00  -2.3198e+00  -4.0405e+00  -1.0093e+00  -4.2377e-02   4.1970e-03   1.9750e-05   8.4587e-02   1.9708e-02   1.9045e-01   8.8008e-02   9.2169e-01   8.3507e-02   1.0067e+00   8.1584e-02
+#> 352:    1.0251e+02  -4.0998e+00  -2.3201e+00  -4.0405e+00  -1.0091e+00  -4.2159e-02   4.1973e-03   1.9819e-05   8.4804e-02   1.9678e-02   1.9040e-01   8.7894e-02   9.2113e-01   8.3528e-02   1.0061e+00   8.1554e-02
+#> 353:    1.0251e+02  -4.0998e+00  -2.3202e+00  -4.0405e+00  -1.0088e+00  -4.2123e-02   4.1968e-03   1.9855e-05   8.4945e-02   1.9634e-02   1.9049e-01   8.7941e-02   9.2108e-01   8.3500e-02   1.0058e+00   8.1548e-02
+#> 354:    1.0251e+02  -4.0998e+00  -2.3204e+00  -4.0404e+00  -1.0087e+00  -4.2217e-02   4.1918e-03   1.9909e-05   8.5122e-02   1.9565e-02   1.9055e-01   8.7948e-02   9.2088e-01   8.3523e-02   1.0059e+00   8.1530e-02
+#> 355:    1.0251e+02  -4.0998e+00  -2.3206e+00  -4.0404e+00  -1.0086e+00  -4.2057e-02   4.1853e-03   1.9973e-05   8.5389e-02   1.9505e-02   1.9057e-01   8.8109e-02   9.2100e-01   8.3496e-02   1.0058e+00   8.1520e-02
+#> 356:    1.0251e+02  -4.0998e+00  -2.3209e+00  -4.0403e+00  -1.0084e+00  -4.1880e-02   4.1796e-03   2.0058e-05   8.5446e-02   1.9451e-02   1.9063e-01   8.7944e-02   9.2086e-01   8.3483e-02   1.0061e+00   8.1488e-02
+#> 357:    1.0251e+02  -4.0998e+00  -2.3210e+00  -4.0404e+00  -1.0084e+00  -4.1565e-02   4.1858e-03   2.0131e-05   8.5481e-02   1.9391e-02   1.9072e-01   8.7879e-02   9.2119e-01   8.3465e-02   1.0066e+00   8.1468e-02
+#> 358:    1.0251e+02  -4.0998e+00  -2.3213e+00  -4.0404e+00  -1.0084e+00  -4.1497e-02   4.1826e-03   2.0168e-05   8.5661e-02   1.9361e-02   1.9086e-01   8.7635e-02   9.2095e-01   8.3475e-02   1.0069e+00   8.1445e-02
+#> 359:    1.0251e+02  -4.0997e+00  -2.3212e+00  -4.0405e+00  -1.0083e+00  -4.1127e-02   4.1993e-03   2.0188e-05   8.5904e-02   1.9347e-02   1.9078e-01   8.7558e-02   9.2087e-01   8.3451e-02   1.0068e+00   8.1461e-02
+#> 360:    1.0251e+02  -4.0997e+00  -2.3215e+00  -4.0405e+00  -1.0082e+00  -4.0919e-02   4.2006e-03   2.0173e-05   8.6133e-02   1.9333e-02   1.9071e-01   8.7479e-02   9.2061e-01   8.3439e-02   1.0067e+00   8.1453e-02
+#> 361:    1.0251e+02  -4.0997e+00  -2.3218e+00  -4.0406e+00  -1.0084e+00  -4.0317e-02   4.2013e-03   2.0253e-05   8.6558e-02   1.9351e-02   1.9075e-01   8.7309e-02   9.2060e-01   8.3425e-02   1.0069e+00   8.1464e-02
+#> 362:    1.0251e+02  -4.0997e+00  -2.3221e+00  -4.0407e+00  -1.0086e+00  -3.9991e-02   4.2004e-03   2.0305e-05   8.6952e-02   1.9369e-02   1.9077e-01   8.7106e-02   9.2037e-01   8.3462e-02   1.0072e+00   8.1464e-02
+#> 363:    1.0251e+02  -4.0997e+00  -2.3224e+00  -4.0407e+00  -1.0086e+00  -3.9745e-02   4.1920e-03   2.0350e-05   8.7210e-02   1.9373e-02   1.9095e-01   8.6967e-02   9.2025e-01   8.3462e-02   1.0070e+00   8.1489e-02
+#> 364:    1.0251e+02  -4.0997e+00  -2.3225e+00  -4.0407e+00  -1.0088e+00  -3.9585e-02   4.1826e-03   2.0355e-05   8.7449e-02   1.9353e-02   1.9099e-01   8.7119e-02   9.2081e-01   8.3468e-02   1.0070e+00   8.1514e-02
+#> 365:    1.0251e+02  -4.0997e+00  -2.3224e+00  -4.0407e+00  -1.0088e+00  -3.9531e-02   4.1781e-03   2.0298e-05   8.7646e-02   1.9346e-02   1.9083e-01   8.6997e-02   9.2106e-01   8.3455e-02   1.0068e+00   8.1546e-02
+#> 366:    1.0251e+02  -4.0997e+00  -2.3223e+00  -4.0407e+00  -1.0088e+00  -3.9436e-02   4.1805e-03   2.0301e-05   8.7772e-02   1.9354e-02   1.9074e-01   8.7057e-02   9.2118e-01   8.3426e-02   1.0064e+00   8.1555e-02
+#> 367:    1.0251e+02  -4.0997e+00  -2.3223e+00  -4.0408e+00  -1.0088e+00  -3.9172e-02   4.1791e-03   2.0368e-05   8.7914e-02   1.9333e-02   1.9063e-01   8.6948e-02   9.2106e-01   8.3409e-02   1.0060e+00   8.1558e-02
+#> 368:    1.0251e+02  -4.0997e+00  -2.3222e+00  -4.0410e+00  -1.0088e+00  -3.8640e-02   4.1857e-03   2.0343e-05   8.7937e-02   1.9334e-02   1.9051e-01   8.6857e-02   9.2143e-01   8.3379e-02   1.0058e+00   8.1564e-02
+#> 369:    1.0251e+02  -4.0997e+00  -2.3223e+00  -4.0411e+00  -1.0088e+00  -3.8331e-02   4.1862e-03   2.0309e-05   8.7933e-02   1.9319e-02   1.9046e-01   8.6689e-02   9.2126e-01   8.3410e-02   1.0053e+00   8.1559e-02
+#> 370:    1.0251e+02  -4.0997e+00  -2.3222e+00  -4.0413e+00  -1.0088e+00  -3.7984e-02   4.1921e-03   2.0301e-05   8.8082e-02   1.9313e-02   1.9050e-01   8.6622e-02   9.2101e-01   8.3424e-02   1.0049e+00   8.1559e-02
+#> 371:    1.0251e+02  -4.0998e+00  -2.3222e+00  -4.0415e+00  -1.0087e+00  -3.7729e-02   4.1972e-03   2.0277e-05   8.8271e-02   1.9308e-02   1.9035e-01   8.6655e-02   9.2092e-01   8.3426e-02   1.0046e+00   8.1575e-02
+#> 372:    1.0251e+02  -4.0998e+00  -2.3222e+00  -4.0414e+00  -1.0087e+00  -3.7571e-02   4.1922e-03   2.0292e-05   8.8651e-02   1.9317e-02   1.9025e-01   8.6528e-02   9.2126e-01   8.3440e-02   1.0046e+00   8.1576e-02
+#> 373:    1.0251e+02  -4.0998e+00  -2.3223e+00  -4.0415e+00  -1.0087e+00  -3.7327e-02   4.1971e-03   2.0343e-05   8.8865e-02   1.9290e-02   1.9002e-01   8.6437e-02   9.2122e-01   8.3475e-02   1.0044e+00   8.1571e-02
+#> 374:    1.0251e+02  -4.0998e+00  -2.3224e+00  -4.0415e+00  -1.0089e+00  -3.7275e-02   4.2072e-03   2.0450e-05   8.9078e-02   1.9306e-02   1.9002e-01   8.6224e-02   9.2111e-01   8.3480e-02   1.0047e+00   8.1569e-02
+#> 375:    1.0251e+02  -4.0998e+00  -2.3226e+00  -4.0415e+00  -1.0089e+00  -3.7080e-02   4.2062e-03   2.0489e-05   8.9178e-02   1.9320e-02   1.9016e-01   8.6141e-02   9.2116e-01   8.3483e-02   1.0047e+00   8.1586e-02
+#> 376:    1.0251e+02  -4.0998e+00  -2.3230e+00  -4.0415e+00  -1.0089e+00  -3.7043e-02   4.2105e-03   2.0517e-05   8.9291e-02   1.9325e-02   1.9018e-01   8.6033e-02   9.2114e-01   8.3474e-02   1.0046e+00   8.1572e-02
+#> 377:    1.0251e+02  -4.0998e+00  -2.3234e+00  -4.0414e+00  -1.0090e+00  -3.7302e-02   4.2097e-03   2.0524e-05   8.9438e-02   1.9333e-02   1.9012e-01   8.6018e-02   9.2123e-01   8.3476e-02   1.0046e+00   8.1545e-02
+#> 378:    1.0251e+02  -4.0998e+00  -2.3234e+00  -4.0413e+00  -1.0089e+00  -3.7617e-02   4.2161e-03   2.0520e-05   8.9567e-02   1.9305e-02   1.9012e-01   8.6106e-02   9.2115e-01   8.3444e-02   1.0049e+00   8.1534e-02
+#> 379:    1.0251e+02  -4.0998e+00  -2.3232e+00  -4.0412e+00  -1.0088e+00  -3.8039e-02   4.2231e-03   2.0484e-05   8.9704e-02   1.9276e-02   1.9015e-01   8.5914e-02   9.2060e-01   8.3438e-02   1.0048e+00   8.1532e-02
+#> 380:    1.0251e+02  -4.0998e+00  -2.3229e+00  -4.0409e+00  -1.0088e+00  -3.8613e-02   4.2221e-03   2.0452e-05   8.9751e-02   1.9293e-02   1.9018e-01   8.5907e-02   9.2032e-01   8.3428e-02   1.0045e+00   8.1545e-02
+#> 381:    1.0251e+02  -4.0998e+00  -2.3228e+00  -4.0408e+00  -1.0088e+00  -3.8992e-02   4.2177e-03   2.0475e-05   8.9641e-02   1.9314e-02   1.9014e-01   8.5978e-02   9.2015e-01   8.3429e-02   1.0040e+00   8.1535e-02
+#> 382:    1.0251e+02  -4.0998e+00  -2.3228e+00  -4.0408e+00  -1.0088e+00  -3.9393e-02   4.2092e-03   2.0508e-05   8.9624e-02   1.9352e-02   1.9010e-01   8.5929e-02   9.2037e-01   8.3422e-02   1.0037e+00   8.1535e-02
+#> 383:    1.0251e+02  -4.0998e+00  -2.3226e+00  -4.0407e+00  -1.0089e+00  -3.9650e-02   4.2080e-03   2.0503e-05   8.9621e-02   1.9349e-02   1.9000e-01   8.5735e-02   9.2021e-01   8.3436e-02   1.0038e+00   8.1544e-02
+#> 384:    1.0251e+02  -4.0998e+00  -2.3223e+00  -4.0407e+00  -1.0089e+00  -3.9709e-02   4.2111e-03   2.0489e-05   8.9690e-02   1.9347e-02   1.8985e-01   8.5516e-02   9.2025e-01   8.3420e-02   1.0037e+00   8.1541e-02
+#> 385:    1.0251e+02  -4.0998e+00  -2.3225e+00  -4.0406e+00  -1.0087e+00  -3.9762e-02   4.2130e-03   2.0458e-05   8.9795e-02   1.9380e-02   1.8978e-01   8.5306e-02   9.2055e-01   8.3405e-02   1.0034e+00   8.1518e-02
+#> 386:    1.0251e+02  -4.0998e+00  -2.3226e+00  -4.0407e+00  -1.0087e+00  -3.9801e-02   4.2117e-03   2.0473e-05   8.9838e-02   1.9386e-02   1.8986e-01   8.5045e-02   9.2034e-01   8.3388e-02   1.0036e+00   8.1512e-02
+#> 387:    1.0251e+02  -4.0998e+00  -2.3228e+00  -4.0408e+00  -1.0088e+00  -3.9548e-02   4.2221e-03   2.0474e-05   8.9914e-02   1.9399e-02   1.9001e-01   8.4840e-02   9.2080e-01   8.3373e-02   1.0037e+00   8.1503e-02
+#> 388:    1.0251e+02  -4.0998e+00  -2.3230e+00  -4.0408e+00  -1.0088e+00  -3.9408e-02   4.2272e-03   2.0464e-05   8.9977e-02   1.9383e-02   1.9000e-01   8.4644e-02   9.2070e-01   8.3377e-02   1.0034e+00   8.1494e-02
+#> 389:    1.0250e+02  -4.0998e+00  -2.3229e+00  -4.0408e+00  -1.0087e+00  -3.9326e-02   4.2285e-03   2.0459e-05   8.9927e-02   1.9366e-02   1.9001e-01   8.4485e-02   9.2063e-01   8.3367e-02   1.0032e+00   8.1487e-02
+#> 390:    1.0250e+02  -4.0998e+00  -2.3231e+00  -4.0409e+00  -1.0086e+00  -3.9130e-02   4.2286e-03   2.0423e-05   8.9894e-02   1.9331e-02   1.8996e-01   8.4434e-02   9.2054e-01   8.3339e-02   1.0032e+00   8.1481e-02
+#> 391:    1.0250e+02  -4.0998e+00  -2.3232e+00  -4.0410e+00  -1.0086e+00  -3.8976e-02   4.2242e-03   2.0419e-05   8.9782e-02   1.9299e-02   1.8992e-01   8.4344e-02   9.2089e-01   8.3320e-02   1.0032e+00   8.1480e-02
+#> 392:    1.0250e+02  -4.0998e+00  -2.3232e+00  -4.0409e+00  -1.0086e+00  -3.8856e-02   4.2179e-03   2.0396e-05   8.9773e-02   1.9263e-02   1.8984e-01   8.4469e-02   9.2084e-01   8.3309e-02   1.0034e+00   8.1489e-02
+#> 393:    1.0250e+02  -4.0998e+00  -2.3234e+00  -4.0409e+00  -1.0089e+00  -3.8820e-02   4.2135e-03   2.0375e-05   8.9746e-02   1.9259e-02   1.8972e-01   8.4731e-02   9.2088e-01   8.3310e-02   1.0031e+00   8.1481e-02
+#> 394:    1.0250e+02  -4.0998e+00  -2.3234e+00  -4.0410e+00  -1.0089e+00  -3.8759e-02   4.2123e-03   2.0382e-05   8.9791e-02   1.9271e-02   1.8958e-01   8.5075e-02   9.2064e-01   8.3316e-02   1.0028e+00   8.1483e-02
+#> 395:    1.0250e+02  -4.0998e+00  -2.3234e+00  -4.0410e+00  -1.0090e+00  -3.8565e-02   4.2179e-03   2.0420e-05   8.9844e-02   1.9279e-02   1.8948e-01   8.5286e-02   9.2070e-01   8.3311e-02   1.0027e+00   8.1499e-02
+#> 396:    1.0250e+02  -4.0998e+00  -2.3233e+00  -4.0411e+00  -1.0092e+00  -3.8505e-02   4.2207e-03   2.0445e-05   8.9863e-02   1.9281e-02   1.8944e-01   8.5452e-02   9.2053e-01   8.3326e-02   1.0028e+00   8.1524e-02
+#> 397:    1.0250e+02  -4.0998e+00  -2.3232e+00  -4.0411e+00  -1.0093e+00  -3.8366e-02   4.2115e-03   2.0410e-05   8.9792e-02   1.9287e-02   1.8938e-01   8.5649e-02   9.2063e-01   8.3351e-02   1.0034e+00   8.1519e-02
+#> 398:    1.0250e+02  -4.0998e+00  -2.3234e+00  -4.0411e+00  -1.0093e+00  -3.8179e-02   4.2049e-03   2.0362e-05   8.9718e-02   1.9281e-02   1.8943e-01   8.5813e-02   9.2065e-01   8.3391e-02   1.0040e+00   8.1513e-02
+#> 399:    1.0250e+02  -4.0998e+00  -2.3236e+00  -4.0411e+00  -1.0093e+00  -3.8020e-02   4.2015e-03   2.0320e-05   8.9743e-02   1.9283e-02   1.8934e-01   8.5899e-02   9.2056e-01   8.3426e-02   1.0045e+00   8.1500e-02
+#> 400:    1.0250e+02  -4.0998e+00  -2.3237e+00  -4.0412e+00  -1.0093e+00  -3.7796e-02   4.2017e-03   2.0296e-05   8.9684e-02   1.9297e-02   1.8932e-01   8.5849e-02   9.2107e-01   8.3413e-02   1.0051e+00   8.1502e-02
+#> 401:    1.0250e+02  -4.0998e+00  -2.3238e+00  -4.0413e+00  -1.0093e+00  -3.7697e-02   4.1959e-03   2.0275e-05   8.9618e-02   1.9291e-02   1.8914e-01   8.5796e-02   9.2086e-01   8.3480e-02   1.0051e+00   8.1510e-02
+#> 402:    1.0250e+02  -4.0998e+00  -2.3238e+00  -4.0414e+00  -1.0093e+00  -3.7639e-02   4.1863e-03   2.0273e-05   8.9522e-02   1.9285e-02   1.8898e-01   8.5723e-02   9.2041e-01   8.3534e-02   1.0053e+00   8.1520e-02
+#> 403:    1.0250e+02  -4.0998e+00  -2.3238e+00  -4.0415e+00  -1.0093e+00  -3.7634e-02   4.1878e-03   2.0250e-05   8.9456e-02   1.9288e-02   1.8895e-01   8.5791e-02   9.1990e-01   8.3549e-02   1.0055e+00   8.1545e-02
+#> 404:    1.0250e+02  -4.0999e+00  -2.3239e+00  -4.0416e+00  -1.0094e+00  -3.7581e-02   4.1854e-03   2.0292e-05   8.9326e-02   1.9326e-02   1.8902e-01   8.5928e-02   9.2016e-01   8.3542e-02   1.0053e+00   8.1565e-02
+#> 405:    1.0250e+02  -4.0999e+00  -2.3239e+00  -4.0415e+00  -1.0094e+00  -3.7740e-02   4.1804e-03   2.0333e-05   8.9304e-02   1.9334e-02   1.8892e-01   8.6225e-02   9.1978e-01   8.3559e-02   1.0052e+00   8.1588e-02
+#> 406:    1.0250e+02  -4.0999e+00  -2.3241e+00  -4.0415e+00  -1.0093e+00  -3.7837e-02   4.1866e-03   2.0375e-05   8.9281e-02   1.9322e-02   1.8906e-01   8.6421e-02   9.1972e-01   8.3556e-02   1.0051e+00   8.1596e-02
+#> 407:    1.0250e+02  -4.0999e+00  -2.3240e+00  -4.0415e+00  -1.0092e+00  -3.8211e-02   4.1948e-03   2.0335e-05   8.9117e-02   1.9303e-02   1.8913e-01   8.6644e-02   9.1975e-01   8.3592e-02   1.0052e+00   8.1594e-02
+#> 408:    1.0250e+02  -4.0999e+00  -2.3239e+00  -4.0415e+00  -1.0091e+00  -3.8144e-02   4.2081e-03   2.0320e-05   8.9057e-02   1.9287e-02   1.8912e-01   8.6825e-02   9.1992e-01   8.3572e-02   1.0054e+00   8.1577e-02
+#> 409:    1.0250e+02  -4.0999e+00  -2.3239e+00  -4.0415e+00  -1.0092e+00  -3.8261e-02   4.2186e-03   2.0295e-05   8.9007e-02   1.9339e-02   1.8923e-01   8.6869e-02   9.1991e-01   8.3568e-02   1.0053e+00   8.1578e-02
+#> 410:    1.0250e+02  -4.0999e+00  -2.3239e+00  -4.0414e+00  -1.0093e+00  -3.8478e-02   4.2150e-03   2.0311e-05   8.9089e-02   1.9427e-02   1.8939e-01   8.7036e-02   9.2050e-01   8.3537e-02   1.0051e+00   8.1581e-02
+#> 411:    1.0250e+02  -4.0999e+00  -2.3238e+00  -4.0413e+00  -1.0092e+00  -3.8732e-02   4.2116e-03   2.0289e-05   8.9015e-02   1.9467e-02   1.8939e-01   8.7005e-02   9.2025e-01   8.3538e-02   1.0049e+00   8.1581e-02
+#> 412:    1.0250e+02  -4.0999e+00  -2.3238e+00  -4.0413e+00  -1.0092e+00  -3.8793e-02   4.2085e-03   2.0295e-05   8.9020e-02   1.9477e-02   1.8946e-01   8.7080e-02   9.2047e-01   8.3532e-02   1.0049e+00   8.1575e-02
+#> 413:    1.0250e+02  -4.0999e+00  -2.3236e+00  -4.0412e+00  -1.0093e+00  -3.8937e-02   4.2069e-03   2.0288e-05   8.9121e-02   1.9495e-02   1.8939e-01   8.7203e-02   9.2043e-01   8.3528e-02   1.0046e+00   8.1581e-02
+#> 414:    1.0250e+02  -4.0999e+00  -2.3233e+00  -4.0412e+00  -1.0093e+00  -3.9068e-02   4.2065e-03   2.0272e-05   8.9126e-02   1.9508e-02   1.8939e-01   8.7485e-02   9.2038e-01   8.3517e-02   1.0046e+00   8.1589e-02
+#> 415:    1.0250e+02  -4.0999e+00  -2.3234e+00  -4.0412e+00  -1.0092e+00  -3.9299e-02   4.2117e-03   2.0277e-05   8.8971e-02   1.9564e-02   1.8955e-01   8.7734e-02   9.2051e-01   8.3502e-02   1.0048e+00   8.1575e-02
+#> 416:    1.0250e+02  -4.0999e+00  -2.3232e+00  -4.0413e+00  -1.0092e+00  -3.9575e-02   4.2122e-03   2.0269e-05   8.8909e-02   1.9609e-02   1.8954e-01   8.7910e-02   9.2061e-01   8.3488e-02   1.0045e+00   8.1561e-02
+#> 417:    1.0250e+02  -4.0999e+00  -2.3228e+00  -4.0412e+00  -1.0092e+00  -3.9794e-02   4.2133e-03   2.0289e-05   8.8845e-02   1.9606e-02   1.8949e-01   8.8036e-02   9.2065e-01   8.3481e-02   1.0047e+00   8.1558e-02
+#> 418:    1.0250e+02  -4.0999e+00  -2.3226e+00  -4.0412e+00  -1.0092e+00  -4.0019e-02   4.2209e-03   2.0279e-05   8.8864e-02   1.9618e-02   1.8939e-01   8.8094e-02   9.2062e-01   8.3490e-02   1.0044e+00   8.1566e-02
+#> 419:    1.0250e+02  -4.0999e+00  -2.3225e+00  -4.0411e+00  -1.0092e+00  -4.0090e-02   4.2242e-03   2.0258e-05   8.9089e-02   1.9644e-02   1.8924e-01   8.8285e-02   9.2082e-01   8.3484e-02   1.0040e+00   8.1567e-02
+#> 420:    1.0250e+02  -4.0999e+00  -2.3223e+00  -4.0410e+00  -1.0091e+00  -4.0260e-02   4.2298e-03   2.0249e-05   8.9215e-02   1.9640e-02   1.8919e-01   8.8683e-02   9.2127e-01   8.3454e-02   1.0041e+00   8.1564e-02
+#> 421:    1.0250e+02  -4.0998e+00  -2.3222e+00  -4.0410e+00  -1.0090e+00  -4.0359e-02   4.2292e-03   2.0289e-05   8.9366e-02   1.9642e-02   1.8928e-01   8.8905e-02   9.2154e-01   8.3452e-02   1.0038e+00   8.1572e-02
+#> 422:    1.0250e+02  -4.0998e+00  -2.3223e+00  -4.0410e+00  -1.0088e+00  -4.0380e-02   4.2311e-03   2.0289e-05   8.9318e-02   1.9636e-02   1.8934e-01   8.9025e-02   9.2137e-01   8.3486e-02   1.0039e+00   8.1562e-02
+#> 423:    1.0250e+02  -4.0998e+00  -2.3224e+00  -4.0411e+00  -1.0088e+00  -4.0256e-02   4.2283e-03   2.0277e-05   8.9324e-02   1.9645e-02   1.8923e-01   8.9305e-02   9.2129e-01   8.3484e-02   1.0038e+00   8.1565e-02
+#> 424:    1.0250e+02  -4.0998e+00  -2.3226e+00  -4.0412e+00  -1.0088e+00  -4.0075e-02   4.2333e-03   2.0245e-05   8.9193e-02   1.9657e-02   1.8914e-01   8.9480e-02   9.2122e-01   8.3487e-02   1.0039e+00   8.1587e-02
+#> 425:    1.0250e+02  -4.0998e+00  -2.3226e+00  -4.0413e+00  -1.0088e+00  -3.9950e-02   4.2360e-03   2.0257e-05   8.9170e-02   1.9644e-02   1.8924e-01   8.9622e-02   9.2104e-01   8.3492e-02   1.0042e+00   8.1599e-02
+#> 426:    1.0250e+02  -4.0998e+00  -2.3226e+00  -4.0413e+00  -1.0088e+00  -3.9789e-02   4.2376e-03   2.0245e-05   8.9143e-02   1.9654e-02   1.8917e-01   8.9791e-02   9.2100e-01   8.3514e-02   1.0039e+00   8.1607e-02
+#> 427:    1.0250e+02  -4.0998e+00  -2.3224e+00  -4.0414e+00  -1.0087e+00  -3.9766e-02   4.2469e-03   2.0228e-05   8.9102e-02   1.9656e-02   1.8913e-01   9.0076e-02   9.2110e-01   8.3499e-02   1.0037e+00   8.1607e-02
+#> 428:    1.0250e+02  -4.0998e+00  -2.3225e+00  -4.0414e+00  -1.0088e+00  -3.9662e-02   4.2522e-03   2.0205e-05   8.9151e-02   1.9669e-02   1.8912e-01   9.0312e-02   9.2102e-01   8.3483e-02   1.0036e+00   8.1599e-02
+#> 429:    1.0250e+02  -4.0998e+00  -2.3225e+00  -4.0414e+00  -1.0089e+00  -3.9547e-02   4.2615e-03   2.0187e-05   8.9103e-02   1.9681e-02   1.8907e-01   9.0576e-02   9.2082e-01   8.3488e-02   1.0035e+00   8.1592e-02
+#> 430:    1.0250e+02  -4.0998e+00  -2.3224e+00  -4.0414e+00  -1.0088e+00  -3.9593e-02   4.2613e-03   2.0159e-05   8.9075e-02   1.9692e-02   1.8894e-01   9.0762e-02   9.2073e-01   8.3487e-02   1.0035e+00   8.1603e-02
+#> 431:    1.0250e+02  -4.0998e+00  -2.3223e+00  -4.0413e+00  -1.0088e+00  -3.9929e-02   4.2668e-03   2.0112e-05   8.8982e-02   1.9682e-02   1.8901e-01   9.0997e-02   9.2043e-01   8.3487e-02   1.0036e+00   8.1604e-02
+#> 432:    1.0250e+02  -4.0998e+00  -2.3223e+00  -4.0413e+00  -1.0088e+00  -4.0182e-02   4.2693e-03   2.0089e-05   8.8860e-02   1.9659e-02   1.8898e-01   9.1110e-02   9.2024e-01   8.3490e-02   1.0036e+00   8.1585e-02
+#> 433:    1.0250e+02  -4.0998e+00  -2.3222e+00  -4.0412e+00  -1.0088e+00  -4.0415e-02   4.2706e-03   2.0081e-05   8.8670e-02   1.9650e-02   1.8899e-01   9.1199e-02   9.1999e-01   8.3485e-02   1.0036e+00   8.1587e-02
+#> 434:    1.0250e+02  -4.0998e+00  -2.3220e+00  -4.0412e+00  -1.0087e+00  -4.0405e-02   4.2661e-03   2.0060e-05   8.8576e-02   1.9667e-02   1.8897e-01   9.1180e-02   9.1998e-01   8.3468e-02   1.0034e+00   8.1594e-02
+#> 435:    1.0250e+02  -4.0998e+00  -2.3218e+00  -4.0413e+00  -1.0087e+00  -4.0471e-02   4.2639e-03   2.0050e-05   8.8450e-02   1.9671e-02   1.8891e-01   9.1156e-02   9.1970e-01   8.3469e-02   1.0033e+00   8.1602e-02
+#> 436:    1.0250e+02  -4.0998e+00  -2.3216e+00  -4.0413e+00  -1.0086e+00  -4.0478e-02   4.2614e-03   2.0025e-05   8.8470e-02   1.9677e-02   1.8892e-01   9.1234e-02   9.1948e-01   8.3484e-02   1.0033e+00   8.1608e-02
+#> 437:    1.0250e+02  -4.0998e+00  -2.3214e+00  -4.0413e+00  -1.0086e+00  -4.0648e-02   4.2569e-03   2.0021e-05   8.8378e-02   1.9694e-02   1.8896e-01   9.1289e-02   9.1946e-01   8.3486e-02   1.0034e+00   8.1608e-02
+#> 438:    1.0250e+02  -4.0998e+00  -2.3214e+00  -4.0413e+00  -1.0085e+00  -4.0807e-02   4.2559e-03   2.0029e-05   8.8244e-02   1.9704e-02   1.8898e-01   9.1352e-02   9.1920e-01   8.3494e-02   1.0034e+00   8.1604e-02
+#> 439:    1.0250e+02  -4.0998e+00  -2.3215e+00  -4.0413e+00  -1.0084e+00  -4.0814e-02   4.2472e-03   2.0035e-05   8.8064e-02   1.9736e-02   1.8905e-01   9.1469e-02   9.1900e-01   8.3510e-02   1.0032e+00   8.1602e-02
+#> 440:    1.0250e+02  -4.0998e+00  -2.3216e+00  -4.0414e+00  -1.0084e+00  -4.0845e-02   4.2385e-03   2.0044e-05   8.7953e-02   1.9775e-02   1.8906e-01   9.1482e-02   9.1902e-01   8.3529e-02   1.0029e+00   8.1605e-02
+#> 441:    1.0250e+02  -4.0998e+00  -2.3218e+00  -4.0415e+00  -1.0084e+00  -4.0561e-02   4.2293e-03   2.0096e-05   8.7978e-02   1.9848e-02   1.8914e-01   9.1431e-02   9.1890e-01   8.3545e-02   1.0026e+00   8.1618e-02
+#> 442:    1.0250e+02  -4.0998e+00  -2.3219e+00  -4.0415e+00  -1.0085e+00  -4.0297e-02   4.2190e-03   2.0140e-05   8.8016e-02   1.9884e-02   1.8912e-01   9.1373e-02   9.1910e-01   8.3556e-02   1.0025e+00   8.1632e-02
+#> 443:    1.0250e+02  -4.0998e+00  -2.3222e+00  -4.0415e+00  -1.0086e+00  -4.0124e-02   4.2172e-03   2.0182e-05   8.8183e-02   1.9921e-02   1.8920e-01   9.1354e-02   9.1928e-01   8.3555e-02   1.0023e+00   8.1646e-02
+#> 444:    1.0250e+02  -4.0999e+00  -2.3223e+00  -4.0416e+00  -1.0084e+00  -4.0120e-02   4.2226e-03   2.0208e-05   8.8142e-02   1.9980e-02   1.8916e-01   9.1269e-02   9.1934e-01   8.3540e-02   1.0020e+00   8.1653e-02
+#> 445:    1.0250e+02  -4.0999e+00  -2.3223e+00  -4.0416e+00  -1.0083e+00  -4.0180e-02   4.2279e-03   2.0283e-05   8.8188e-02   2.0009e-02   1.8925e-01   9.1096e-02   9.1924e-01   8.3538e-02   1.0017e+00   8.1644e-02
+#> 446:    1.0250e+02  -4.0999e+00  -2.3223e+00  -4.0417e+00  -1.0084e+00  -4.0083e-02   4.2373e-03   2.0357e-05   8.8255e-02   2.0030e-02   1.8937e-01   9.0921e-02   9.1921e-01   8.3535e-02   1.0015e+00   8.1652e-02
+#> 447:    1.0250e+02  -4.0999e+00  -2.3223e+00  -4.0417e+00  -1.0083e+00  -4.0032e-02   4.2591e-03   2.0418e-05   8.8322e-02   2.0055e-02   1.8931e-01   9.0741e-02   9.1928e-01   8.3527e-02   1.0011e+00   8.1662e-02
+#> 448:    1.0250e+02  -4.0999e+00  -2.3224e+00  -4.0417e+00  -1.0083e+00  -4.0042e-02   4.2759e-03   2.0499e-05   8.8372e-02   2.0083e-02   1.8935e-01   9.0554e-02   9.1942e-01   8.3524e-02   1.0010e+00   8.1661e-02
+#> 449:    1.0250e+02  -4.0999e+00  -2.3224e+00  -4.0417e+00  -1.0083e+00  -4.0219e-02   4.2779e-03   2.0525e-05   8.8377e-02   2.0104e-02   1.8937e-01   9.0424e-02   9.1970e-01   8.3510e-02   1.0009e+00   8.1654e-02
+#> 450:    1.0250e+02  -4.0999e+00  -2.3223e+00  -4.0416e+00  -1.0084e+00  -4.0390e-02   4.2779e-03   2.0520e-05   8.8387e-02   2.0120e-02   1.8939e-01   9.0277e-02   9.1991e-01   8.3489e-02   1.0010e+00   8.1662e-02
+#> 451:    1.0250e+02  -4.0999e+00  -2.3221e+00  -4.0415e+00  -1.0085e+00  -4.0403e-02   4.2785e-03   2.0554e-05   8.8442e-02   2.0130e-02   1.8934e-01   9.0032e-02   9.2001e-01   8.3485e-02   1.0011e+00   8.1676e-02
+#> 452:    1.0250e+02  -4.0999e+00  -2.3220e+00  -4.0415e+00  -1.0084e+00  -4.0503e-02   4.2730e-03   2.0537e-05   8.8507e-02   2.0135e-02   1.8926e-01   8.9777e-02   9.2031e-01   8.3473e-02   1.0013e+00   8.1671e-02
+#> 453:    1.0250e+02  -4.0999e+00  -2.3221e+00  -4.0415e+00  -1.0084e+00  -4.0716e-02   4.2650e-03   2.0525e-05   8.8565e-02   2.0168e-02   1.8921e-01   8.9653e-02   9.2030e-01   8.3473e-02   1.0010e+00   8.1665e-02
+#> 454:    1.0250e+02  -4.0999e+00  -2.3221e+00  -4.0415e+00  -1.0083e+00  -4.0900e-02   4.2583e-03   2.0505e-05   8.8572e-02   2.0194e-02   1.8912e-01   8.9524e-02   9.2039e-01   8.3457e-02   1.0009e+00   8.1658e-02
+#> 455:    1.0250e+02  -4.0999e+00  -2.3220e+00  -4.0415e+00  -1.0083e+00  -4.0930e-02   4.2524e-03   2.0495e-05   8.8643e-02   2.0246e-02   1.8914e-01   8.9416e-02   9.2035e-01   8.3454e-02   1.0006e+00   8.1655e-02
+#> 456:    1.0250e+02  -4.0999e+00  -2.3218e+00  -4.0414e+00  -1.0084e+00  -4.1008e-02   4.2455e-03   2.0482e-05   8.8831e-02   2.0290e-02   1.8904e-01   8.9438e-02   9.2042e-01   8.3448e-02   1.0005e+00   8.1672e-02
+#> 457:    1.0250e+02  -4.0999e+00  -2.3216e+00  -4.0414e+00  -1.0085e+00  -4.1073e-02   4.2376e-03   2.0479e-05   8.8831e-02   2.0310e-02   1.8893e-01   8.9411e-02   9.2049e-01   8.3438e-02   1.0005e+00   8.1677e-02
+#> 458:    1.0250e+02  -4.0999e+00  -2.3215e+00  -4.0414e+00  -1.0085e+00  -4.1036e-02   4.2288e-03   2.0479e-05   8.8894e-02   2.0311e-02   1.8879e-01   8.9378e-02   9.2055e-01   8.3419e-02   1.0006e+00   8.1689e-02
+#> 459:    1.0250e+02  -4.0999e+00  -2.3216e+00  -4.0414e+00  -1.0085e+00  -4.1084e-02   4.2296e-03   2.0472e-05   8.8976e-02   2.0290e-02   1.8876e-01   8.9365e-02   9.2056e-01   8.3404e-02   1.0007e+00   8.1678e-02
+#> 460:    1.0250e+02  -4.0999e+00  -2.3215e+00  -4.0414e+00  -1.0084e+00  -4.1065e-02   4.2257e-03   2.0473e-05   8.8978e-02   2.0254e-02   1.8871e-01   8.9287e-02   9.2061e-01   8.3386e-02   1.0007e+00   8.1663e-02
+#> 461:    1.0250e+02  -4.0999e+00  -2.3213e+00  -4.0414e+00  -1.0084e+00  -4.1142e-02   4.2254e-03   2.0441e-05   8.8952e-02   2.0238e-02   1.8864e-01   8.9236e-02   9.2067e-01   8.3359e-02   1.0007e+00   8.1670e-02
+#> 462:    1.0250e+02  -4.0999e+00  -2.3213e+00  -4.0413e+00  -1.0083e+00  -4.1199e-02   4.2230e-03   2.0409e-05   8.9161e-02   2.0235e-02   1.8852e-01   8.9179e-02   9.2070e-01   8.3339e-02   1.0005e+00   8.1686e-02
+#> 463:    1.0250e+02  -4.0999e+00  -2.3214e+00  -4.0413e+00  -1.0084e+00  -4.1131e-02   4.2191e-03   2.0397e-05   8.9356e-02   2.0251e-02   1.8850e-01   8.9138e-02   9.2098e-01   8.3308e-02   1.0003e+00   8.1688e-02
+#> 464:    1.0250e+02  -4.0999e+00  -2.3213e+00  -4.0414e+00  -1.0084e+00  -4.0937e-02   4.2187e-03   2.0395e-05   8.9553e-02   2.0237e-02   1.8848e-01   8.9097e-02   9.2108e-01   8.3293e-02   1.0001e+00   8.1684e-02
+#> 465:    1.0250e+02  -4.0999e+00  -2.3213e+00  -4.0414e+00  -1.0086e+00  -4.0873e-02   4.2226e-03   2.0374e-05   8.9675e-02   2.0210e-02   1.8854e-01   8.9045e-02   9.2115e-01   8.3282e-02   1.0002e+00   8.1678e-02
+#> 466:    1.0250e+02  -4.0999e+00  -2.3213e+00  -4.0414e+00  -1.0085e+00  -4.1046e-02   4.2312e-03   2.0379e-05   8.9703e-02   2.0232e-02   1.8852e-01   8.9031e-02   9.2100e-01   8.3294e-02   9.9982e-01   8.1665e-02
+#> 467:    1.0250e+02  -4.0999e+00  -2.3214e+00  -4.0414e+00  -1.0086e+00  -4.1081e-02   4.2382e-03   2.0421e-05   8.9802e-02   2.0266e-02   1.8851e-01   8.9175e-02   9.2124e-01   8.3271e-02   9.9943e-01   8.1671e-02
+#> 468:    1.0250e+02  -4.0999e+00  -2.3215e+00  -4.0414e+00  -1.0085e+00  -4.1107e-02   4.2412e-03   2.0446e-05   8.9937e-02   2.0281e-02   1.8857e-01   8.9238e-02   9.2125e-01   8.3255e-02   9.9912e-01   8.1659e-02
+#> 469:    1.0250e+02  -4.0999e+00  -2.3214e+00  -4.0414e+00  -1.0084e+00  -4.1269e-02   4.2380e-03   2.0449e-05   8.9938e-02   2.0285e-02   1.8867e-01   8.9378e-02   9.2144e-01   8.3225e-02   9.9906e-01   8.1651e-02
+#> 470:    1.0250e+02  -4.0999e+00  -2.3212e+00  -4.0413e+00  -1.0083e+00  -4.1552e-02   4.2384e-03   2.0437e-05   8.9924e-02   2.0280e-02   1.8878e-01   8.9520e-02   9.2149e-01   8.3205e-02   9.9880e-01   8.1648e-02
+#> 471:    1.0250e+02  -4.0999e+00  -2.3210e+00  -4.0412e+00  -1.0082e+00  -4.2096e-02   4.2375e-03   2.0433e-05   8.9875e-02   2.0267e-02   1.8880e-01   8.9608e-02   9.2149e-01   8.3221e-02   9.9869e-01   8.1642e-02
+#> 472:    1.0250e+02  -4.0999e+00  -2.3210e+00  -4.0411e+00  -1.0081e+00  -4.2380e-02   4.2446e-03   2.0435e-05   8.9823e-02   2.0262e-02   1.8885e-01   8.9602e-02   9.2156e-01   8.3233e-02   9.9868e-01   8.1643e-02
+#> 473:    1.0250e+02  -4.0999e+00  -2.3210e+00  -4.0410e+00  -1.0080e+00  -4.2522e-02   4.2486e-03   2.0429e-05   8.9793e-02   2.0231e-02   1.8877e-01   8.9608e-02   9.2177e-01   8.3210e-02   9.9901e-01   8.1637e-02
+#> 474:    1.0250e+02  -4.0999e+00  -2.3209e+00  -4.0410e+00  -1.0079e+00  -4.2640e-02   4.2536e-03   2.0403e-05   8.9731e-02   2.0213e-02   1.8876e-01   8.9632e-02   9.2177e-01   8.3192e-02   9.9942e-01   8.1632e-02
+#> 475:    1.0250e+02  -4.0999e+00  -2.3208e+00  -4.0409e+00  -1.0079e+00  -4.2882e-02   4.2576e-03   2.0375e-05   8.9666e-02   2.0190e-02   1.8866e-01   8.9718e-02   9.2160e-01   8.3218e-02   9.9931e-01   8.1622e-02
+#> 476:    1.0250e+02  -4.0999e+00  -2.3207e+00  -4.0409e+00  -1.0080e+00  -4.2983e-02   4.2599e-03   2.0368e-05   8.9563e-02   2.0171e-02   1.8859e-01   8.9777e-02   9.2162e-01   8.3236e-02   9.9932e-01   8.1620e-02
+#> 477:    1.0250e+02  -4.0999e+00  -2.3205e+00  -4.0410e+00  -1.0081e+00  -4.3022e-02   4.2570e-03   2.0364e-05   8.9440e-02   2.0166e-02   1.8860e-01   8.9785e-02   9.2171e-01   8.3236e-02   9.9940e-01   8.1633e-02
+#> 478:    1.0250e+02  -4.0999e+00  -2.3203e+00  -4.0410e+00  -1.0080e+00  -4.3129e-02   4.2505e-03   2.0371e-05   8.9374e-02   2.0151e-02   1.8859e-01   8.9826e-02   9.2171e-01   8.3224e-02   9.9970e-01   8.1620e-02
+#> 479:    1.0250e+02  -4.1000e+00  -2.3201e+00  -4.0410e+00  -1.0080e+00  -4.3186e-02   4.2440e-03   2.0373e-05   8.9355e-02   2.0133e-02   1.8858e-01   8.9837e-02   9.2168e-01   8.3214e-02   9.9991e-01   8.1621e-02
+#> 480:    1.0250e+02  -4.1000e+00  -2.3198e+00  -4.0410e+00  -1.0080e+00  -4.3477e-02   4.2424e-03   2.0440e-05   8.9311e-02   2.0121e-02   1.8857e-01   8.9848e-02   9.2158e-01   8.3221e-02   9.9995e-01   8.1627e-02
+#> 481:    1.0250e+02  -4.1000e+00  -2.3194e+00  -4.0410e+00  -1.0079e+00  -4.3647e-02   4.2358e-03   2.0479e-05   8.9315e-02   2.0096e-02   1.8851e-01   8.9865e-02   9.2159e-01   8.3197e-02   1.0002e+00   8.1642e-02
+#> 482:    1.0250e+02  -4.1000e+00  -2.3188e+00  -4.0409e+00  -1.0079e+00  -4.3909e-02   4.2370e-03   2.0551e-05   8.9382e-02   2.0085e-02   1.8840e-01   8.9799e-02   9.2147e-01   8.3229e-02   1.0001e+00   8.1656e-02
+#> 483:    1.0250e+02  -4.1000e+00  -2.3189e+00  -4.0409e+00  -1.0078e+00  -4.4169e-02   4.2467e-03   2.0587e-05   8.9377e-02   2.0054e-02   1.8838e-01   8.9943e-02   9.2130e-01   8.3237e-02   1.0003e+00   8.1650e-02
+#> 484:    1.0250e+02  -4.1000e+00  -2.3188e+00  -4.0408e+00  -1.0078e+00  -4.4346e-02   4.2627e-03   2.0605e-05   8.9450e-02   2.0020e-02   1.8840e-01   9.0090e-02   9.2114e-01   8.3237e-02   1.0004e+00   8.1639e-02
+#> 485:    1.0250e+02  -4.1000e+00  -2.3185e+00  -4.0408e+00  -1.0079e+00  -4.4414e-02   4.2737e-03   2.0594e-05   8.9541e-02   1.9999e-02   1.8842e-01   9.0237e-02   9.2116e-01   8.3227e-02   1.0004e+00   8.1641e-02
+#> 486:    1.0250e+02  -4.1000e+00  -2.3183e+00  -4.0408e+00  -1.0080e+00  -4.4572e-02   4.2902e-03   2.0581e-05   8.9733e-02   1.9978e-02   1.8837e-01   9.0412e-02   9.2098e-01   8.3224e-02   1.0003e+00   8.1642e-02
+#> 487:    1.0250e+02  -4.1000e+00  -2.3182e+00  -4.0407e+00  -1.0081e+00  -4.4698e-02   4.2979e-03   2.0560e-05   8.9822e-02   1.9954e-02   1.8827e-01   9.0744e-02   9.2114e-01   8.3212e-02   1.0003e+00   8.1644e-02
+#> 488:    1.0250e+02  -4.1000e+00  -2.3180e+00  -4.0406e+00  -1.0081e+00  -4.4892e-02   4.3035e-03   2.0549e-05   8.9849e-02   1.9928e-02   1.8816e-01   9.1000e-02   9.2118e-01   8.3206e-02   1.0003e+00   8.1644e-02
+#> 489:    1.0250e+02  -4.1000e+00  -2.3180e+00  -4.0406e+00  -1.0081e+00  -4.5037e-02   4.2987e-03   2.0515e-05   8.9843e-02   1.9906e-02   1.8815e-01   9.1260e-02   9.2116e-01   8.3190e-02   1.0001e+00   8.1633e-02
+#> 490:    1.0250e+02  -4.1000e+00  -2.3179e+00  -4.0405e+00  -1.0081e+00  -4.5139e-02   4.2930e-03   2.0508e-05   8.9827e-02   1.9887e-02   1.8814e-01   9.1545e-02   9.2114e-01   8.3178e-02   9.9991e-01   8.1624e-02
+#> 491:    1.0250e+02  -4.1000e+00  -2.3179e+00  -4.0405e+00  -1.0081e+00  -4.5107e-02   4.2871e-03   2.0490e-05   8.9765e-02   1.9855e-02   1.8814e-01   9.1702e-02   9.2089e-01   8.3179e-02   9.9986e-01   8.1624e-02
+#> 492:    1.0250e+02  -4.1000e+00  -2.3178e+00  -4.0405e+00  -1.0080e+00  -4.5192e-02   4.2818e-03   2.0470e-05   8.9791e-02   1.9831e-02   1.8810e-01   9.1846e-02   9.2086e-01   8.3164e-02   9.9977e-01   8.1630e-02
+#> 493:    1.0250e+02  -4.1000e+00  -2.3179e+00  -4.0406e+00  -1.0078e+00  -4.4968e-02   4.2782e-03   2.0452e-05   8.9797e-02   1.9804e-02   1.8806e-01   9.1987e-02   9.2080e-01   8.3146e-02   9.9982e-01   8.1627e-02
+#> 494:    1.0250e+02  -4.1000e+00  -2.3180e+00  -4.0406e+00  -1.0078e+00  -4.4773e-02   4.2766e-03   2.0453e-05   8.9696e-02   1.9781e-02   1.8805e-01   9.2096e-02   9.2057e-01   8.3148e-02   9.9999e-01   8.1611e-02
+#> 495:    1.0250e+02  -4.1000e+00  -2.3181e+00  -4.0408e+00  -1.0078e+00  -4.4647e-02   4.2798e-03   2.0446e-05   8.9661e-02   1.9763e-02   1.8804e-01   9.2155e-02   9.2039e-01   8.3137e-02   9.9999e-01   8.1599e-02
+#> 496:    1.0250e+02  -4.1000e+00  -2.3182e+00  -4.0408e+00  -1.0079e+00  -4.4482e-02   4.2851e-03   2.0434e-05   8.9630e-02   1.9750e-02   1.8796e-01   9.2258e-02   9.2042e-01   8.3124e-02   1.0000e+00   8.1601e-02
+#> 497:    1.0250e+02  -4.1000e+00  -2.3184e+00  -4.0409e+00  -1.0079e+00  -4.4175e-02   4.2866e-03   2.0423e-05   8.9656e-02   1.9743e-02   1.8789e-01   9.2225e-02   9.2017e-01   8.3126e-02   1.0002e+00   8.1616e-02
+#> 498:    1.0250e+02  -4.1000e+00  -2.3187e+00  -4.0409e+00  -1.0079e+00  -4.3826e-02   4.2847e-03   2.0406e-05   8.9587e-02   1.9730e-02   1.8781e-01   9.2143e-02   9.2017e-01   8.3156e-02   1.0002e+00   8.1613e-02
+#> 499:    1.0250e+02  -4.1000e+00  -2.3190e+00  -4.0409e+00  -1.0078e+00  -4.3529e-02   4.2806e-03   2.0397e-05   8.9653e-02   1.9712e-02   1.8779e-01   9.2107e-02   9.2028e-01   8.3172e-02   1.0004e+00   8.1607e-02
+#> 500:    1.0250e+02  -4.1000e+00  -2.3193e+00  -4.0409e+00  -1.0077e+00  -4.3241e-02   4.2787e-03   2.0390e-05   8.9759e-02   1.9689e-02   1.8773e-01   9.2021e-02   9.2029e-01   8.3203e-02   1.0006e+00   8.1613e-02
+#> 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
+# The following takes a very long time but gives
+f_nlmixr_dfop_sfo_focei <- nlmixr(f_mmkin_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
+#> C: Central difference gradient approximation
+#> M: Mixed forward and central difference gradient approximation
+#> Unscaled parameters for Omegas=chol(solve(omega));
+#> Diagonals are transformed, as specified by foceiControl(diagXform=)
+#> |-----+---------------+-----------+-----------+-----------+-----------|
+#> |    #| Objective Fun |  parent_0 |  log_k_m1 |f_parent_qlogis |    log_k1 |
+#> |.....................|    log_k2 |  g_qlogis | sigma_low |  rsd_high |
+#> |.....................|        o1 |        o2 |        o3 |        o4 |
+#> |.....................|        o5 |        o6 |...........|...........|
+#> |    1|     496.69520 |     1.000 |    -1.000 |   -0.9393 |   -0.9673 |
+#> |.....................|    -1.000 |   -0.9214 |   -0.9072 |   -0.9199 |
+#> |.....................|   -0.9082 |   -0.8909 |   -0.8969 |   -0.8991 |
+#> |.....................|   -0.8928 |   -0.8991 |...........|...........|
+#> |    U|      496.6952 |     100.0 |    -4.100 |   -0.9400 |    -2.400 |
+#> |.....................|    -4.100 |  -0.01100 |    0.7300 |   0.06700 |
+#> |.....................|    0.6756 |     1.581 |     1.265 |     1.151 |
+#> |.....................|     1.477 |     1.151 |...........|...........|
+#> |    X|      496.6952 |     100.0 |   0.01657 |    0.2809 |   0.09072 |
+#> |.....................|   0.01657 |    0.4973 |    0.7300 |   0.06700 |
+#> |.....................|    0.6756 |     1.581 |     1.265 |     1.151 |
+#> |.....................|     1.477 |     1.151 |...........|...........|
+#> |    G|    Gill Diff. |    -72.99 |    -3.907 |   -0.8109 |   0.02803 |
+#> |.....................|    -1.841 |  0.006841 |    -22.18 |    -32.78 |
+#> |.....................|     3.538 |    -16.93 |    -12.84 |    -12.77 |
+#> |.....................|    -15.02 |    -9.608 |...........|...........|
+#> |    2|     1346.5436 |     1.823 |   -0.9559 |   -0.9301 |   -0.9677 |
+#> |.....................|   -0.9792 |   -0.9215 |   -0.6570 |   -0.5501 |
+#> |.....................|   -0.9482 |   -0.6999 |   -0.7521 |   -0.7551 |
+#> |.....................|   -0.7234 |   -0.7907 |...........|...........|
+#> |    U|     1346.5436 |     182.3 |    -4.056 |   -0.9314 |    -2.400 |
+#> |.....................|    -4.079 |  -0.01100 |    0.8213 |   0.07939 |
+#> |.....................|    0.6486 |     1.883 |     1.449 |     1.317 |
+#> |.....................|     1.728 |     1.276 |...........|...........|
+#> |    X|     1346.5436 |     182.3 |   0.01732 |    0.2826 |   0.09069 |
+#> |.....................|   0.01692 |    0.4972 |    0.8213 |   0.07939 |
+#> |.....................|    0.6486 |     1.883 |     1.449 |     1.317 |
+#> |.....................|     1.728 |     1.276 |...........|...........|
+#> |    3|     512.48246 |     1.082 |   -0.9956 |   -0.9384 |   -0.9674 |
+#> |.....................|   -0.9979 |   -0.9214 |   -0.8822 |   -0.8830 |
+#> |.....................|   -0.9122 |   -0.8718 |   -0.8824 |   -0.8847 |
+#> |.....................|   -0.8759 |   -0.8883 |...........|...........|
+#> |    U|     512.48246 |     108.2 |    -4.096 |   -0.9391 |    -2.400 |
+#> |.....................|    -4.098 |  -0.01100 |    0.7391 |   0.06824 |
+#> |.....................|    0.6729 |     1.611 |     1.284 |     1.167 |
+#> |.....................|     1.502 |     1.163 |...........|...........|
+#> |    X|     512.48246 |     108.2 |   0.01665 |    0.2811 |   0.09072 |
+#> |.....................|   0.01661 |    0.4973 |    0.7391 |   0.06824 |
+#> |.....................|    0.6729 |     1.611 |     1.284 |     1.167 |
+#> |.....................|     1.502 |     1.163 |...........|...........|
+#> |    4|     495.95762 |     1.015 |   -0.9992 |   -0.9391 |   -0.9673 |
+#> |.....................|   -0.9996 |   -0.9214 |   -0.9027 |   -0.9133 |
+#> |.....................|   -0.9090 |   -0.8874 |   -0.8943 |   -0.8965 |
+#> |.....................|   -0.8898 |   -0.8972 |...........|...........|
+#> |    U|     495.95762 |     101.5 |    -4.099 |   -0.9398 |    -2.400 |
+#> |.....................|    -4.100 |  -0.01100 |    0.7316 |   0.06722 |
+#> |.....................|    0.6751 |     1.587 |     1.269 |     1.154 |
+#> |.....................|     1.482 |     1.153 |...........|...........|
+#> |    X|     495.95762 |     101.5 |   0.01659 |    0.2809 |   0.09072 |
+#> |.....................|   0.01658 |    0.4973 |    0.7316 |   0.06722 |
+#> |.....................|    0.6751 |     1.587 |     1.269 |     1.154 |
+#> |.....................|     1.482 |     1.153 |...........|...........|
+#> |    F| Forward Diff. |     41.81 |    -3.013 |  -0.08916 |   -0.3303 |
+#> |.....................|    -1.914 |  0.005472 |    -23.39 |    -29.38 |
+#> |.....................|     3.465 |    -17.07 |    -12.49 |    -12.74 |
+#> |.....................|    -15.23 |    -9.735 |...........|...........|
+#> |    5|     495.32815 |     1.003 |   -0.9984 |   -0.9391 |   -0.9673 |
+#> |.....................|   -0.9991 |   -0.9214 |   -0.8962 |   -0.9051 |
+#> |.....................|   -0.9099 |   -0.8826 |   -0.8908 |   -0.8930 |
+#> |.....................|   -0.8855 |   -0.8944 |...........|...........|
+#> |    U|     495.32815 |     100.3 |    -4.098 |   -0.9398 |    -2.400 |
+#> |.....................|    -4.099 |  -0.01100 |    0.7340 |   0.06750 |
+#> |.....................|    0.6745 |     1.594 |     1.273 |     1.158 |
+#> |.....................|     1.488 |     1.156 |...........|...........|
+#> |    X|     495.32815 |     100.3 |   0.01660 |    0.2809 |   0.09073 |
+#> |.....................|   0.01659 |    0.4973 |    0.7340 |   0.06750 |
+#> |.....................|    0.6745 |     1.594 |     1.273 |     1.158 |
+#> |.....................|     1.488 |     1.156 |...........|...........|
+#> |    F| Forward Diff. |    -47.70 |    -3.739 |   -0.6694 |  -0.04580 |
+#> |.....................|    -1.870 |  0.006670 |    -22.76 |    -30.26 |
+#> |.....................|     3.613 |    -16.75 |    -12.29 |    -12.38 |
+#> |.....................|    -15.09 |    -9.486 |...........|...........|
+#> |    6|     494.72051 |     1.016 |   -0.9974 |   -0.9389 |   -0.9672 |
+#> |.....................|   -0.9986 |   -0.9214 |   -0.8902 |   -0.8971 |
+#> |.....................|   -0.9109 |   -0.8782 |   -0.8876 |   -0.8897 |
+#> |.....................|   -0.8816 |   -0.8919 |...........|...........|
+#> |    U|     494.72051 |     101.6 |    -4.097 |   -0.9397 |    -2.400 |
+#> |.....................|    -4.099 |  -0.01100 |    0.7362 |   0.06777 |
+#> |.....................|    0.6738 |     1.601 |     1.277 |     1.162 |
+#> |.....................|     1.494 |     1.159 |...........|...........|
+#> |    X|     494.72051 |     101.6 |   0.01662 |    0.2810 |   0.09073 |
+#> |.....................|   0.01660 |    0.4973 |    0.7362 |   0.06777 |
+#> |.....................|    0.6738 |     1.601 |     1.277 |     1.162 |
+#> |.....................|     1.494 |     1.159 |...........|...........|
+#> |    F| Forward Diff. |     48.34 |    -2.939 |  -0.03847 |   -0.3608 |
+#> |.....................|    -1.945 |  0.005434 |    -20.90 |    -26.17 |
+#> |.....................|     3.821 |    -17.00 |    -12.53 |    -12.70 |
+#> |.....................|    -15.56 |    -9.587 |...........|...........|
+#> |    7|     494.15722 |     1.003 |   -0.9966 |   -0.9389 |   -0.9671 |
+#> |.....................|   -0.9981 |   -0.9214 |   -0.8845 |   -0.8900 |
+#> |.....................|   -0.9119 |   -0.8736 |   -0.8842 |   -0.8863 |
+#> |.....................|   -0.8773 |   -0.8893 |...........|...........|
+#> |    U|     494.15722 |     100.3 |    -4.097 |   -0.9396 |    -2.400 |
+#> |.....................|    -4.098 |  -0.01100 |    0.7383 |   0.06800 |
+#> |.....................|    0.6731 |     1.608 |     1.282 |     1.166 |
+#> |.....................|     1.500 |     1.162 |...........|...........|
+#> |    X|     494.15722 |     100.3 |   0.01663 |    0.2810 |   0.09074 |
+#> |.....................|   0.01660 |    0.4973 |    0.7383 |   0.06800 |
+#> |.....................|    0.6731 |     1.608 |     1.282 |     1.166 |
+#> |.....................|     1.500 |     1.162 |...........|...........|
+#> |    F| Forward Diff. |    -50.36 |    -3.770 |   -0.7003 |  -0.03307 |
+#> |.....................|    -1.882 |  0.006830 |    -20.02 |    -28.64 |
+#> |.....................|     3.020 |    -16.49 |    -12.31 |    -12.33 |
+#> |.....................|    -14.87 |    -9.319 |...........|...........|
+#> |    8|     493.49185 |     1.015 |   -0.9955 |   -0.9387 |   -0.9671 |
+#> |.....................|   -0.9975 |   -0.9214 |   -0.8787 |   -0.8818 |
+#> |.....................|   -0.9128 |   -0.8688 |   -0.8806 |   -0.8827 |
+#> |.....................|   -0.8730 |   -0.8866 |...........|...........|
+#> |    U|     493.49185 |     101.5 |    -4.096 |   -0.9395 |    -2.400 |
+#> |.....................|    -4.098 |  -0.01100 |    0.7404 |   0.06828 |
+#> |.....................|    0.6725 |     1.616 |     1.286 |     1.170 |
+#> |.....................|     1.507 |     1.165 |...........|...........|
+#> |    X|     493.49185 |     101.5 |   0.01665 |    0.2810 |   0.09074 |
+#> |.....................|   0.01661 |    0.4973 |    0.7404 |   0.06828 |
+#> |.....................|    0.6725 |     1.616 |     1.286 |     1.170 |
+#> |.....................|     1.507 |     1.165 |...........|...........|
+#> |    F| Forward Diff. |     41.03 |    -2.976 |  -0.07989 |   -0.3421 |
+#> |.....................|    -1.950 |  0.005619 |    -20.95 |    -25.58 |
+#> |.....................|     3.377 |    -16.59 |    -11.95 |    -12.23 |
+#> |.....................|    -14.73 |    -9.398 |...........|...........|
+#> |    9|     492.95463 |     1.003 |   -0.9946 |   -0.9387 |   -0.9670 |
+#> |.....................|   -0.9969 |   -0.9215 |   -0.8725 |   -0.8742 |
+#> |.....................|   -0.9138 |   -0.8639 |   -0.8771 |   -0.8790 |
+#> |.....................|   -0.8686 |   -0.8839 |...........|...........|
+#> |    U|     492.95463 |     100.3 |    -4.095 |   -0.9394 |    -2.400 |
+#> |.....................|    -4.097 |  -0.01100 |    0.7427 |   0.06853 |
+#> |.....................|    0.6718 |     1.624 |     1.291 |     1.174 |
+#> |.....................|     1.513 |     1.168 |...........|...........|
+#> |    X|     492.95463 |     100.3 |   0.01666 |    0.2810 |   0.09075 |
+#> |.....................|   0.01662 |    0.4973 |    0.7427 |   0.06853 |
+#> |.....................|    0.6718 |     1.624 |     1.291 |     1.174 |
+#> |.....................|     1.513 |     1.168 |...........|...........|
+#> |    F| Forward Diff. |    -49.97 |    -3.772 |   -0.7121 |  -0.02926 |
+#> |.....................|    -1.890 |  0.006985 |    -18.86 |    -26.85 |
+#> |.....................|     2.866 |    -16.28 |    -11.70 |    -11.82 |
+#> |.....................|    -14.59 |    -9.132 |...........|...........|
+#> |   10|     492.31444 |     1.015 |   -0.9935 |   -0.9385 |   -0.9670 |
+#> |.....................|   -0.9964 |   -0.9215 |   -0.8668 |   -0.8662 |
+#> |.....................|   -0.9147 |   -0.8589 |   -0.8735 |   -0.8755 |
+#> |.....................|   -0.8642 |   -0.8811 |...........|...........|
+#> |    U|     492.31444 |     101.5 |    -4.094 |   -0.9393 |    -2.400 |
+#> |.....................|    -4.096 |  -0.01100 |    0.7448 |   0.06880 |
+#> |.....................|    0.6712 |     1.632 |     1.295 |     1.178 |
+#> |.....................|     1.520 |     1.172 |...........|...........|
+#> |    X|     492.31444 |     101.5 |   0.01668 |    0.2810 |   0.09075 |
+#> |.....................|   0.01663 |    0.4972 |    0.7448 |   0.06880 |
+#> |.....................|    0.6712 |     1.632 |     1.295 |     1.178 |
+#> |.....................|     1.520 |     1.172 |...........|...........|
+#> |    F| Forward Diff. |     40.47 |    -2.944 |  -0.07505 |   -0.3464 |
+#> |.....................|    -1.962 |  0.005707 |    -18.58 |    -22.75 |
+#> |.....................|     3.454 |    -16.50 |    -11.93 |    -12.14 |
+#> |.....................|    -15.04 |    -9.193 |...........|...........|
+#> |   11|     491.79472 |     1.003 |   -0.9926 |   -0.9385 |   -0.9669 |
+#> |.....................|   -0.9957 |   -0.9215 |   -0.8609 |   -0.8590 |
+#> |.....................|   -0.9158 |   -0.8537 |   -0.8697 |   -0.8716 |
+#> |.....................|   -0.8594 |   -0.8781 |...........|...........|
+#> |    U|     491.79472 |     100.3 |    -4.093 |   -0.9392 |    -2.400 |
+#> |.....................|    -4.096 |  -0.01100 |    0.7469 |   0.06904 |
+#> |.....................|    0.6705 |     1.640 |     1.300 |     1.183 |
+#> |.....................|     1.527 |     1.175 |...........|...........|
+#> |    X|     491.79472 |     100.3 |   0.01670 |    0.2811 |   0.09076 |
+#> |.....................|   0.01664 |    0.4972 |    0.7469 |   0.06904 |
+#> |.....................|    0.6705 |     1.640 |     1.300 |     1.183 |
+#> |.....................|     1.527 |     1.175 |...........|...........|
+#> |    F| Forward Diff. |    -48.84 |    -3.756 |   -0.7183 |  -0.02810 |
+#> |.....................|    -1.902 |  0.007122 |    -19.51 |    -25.13 |
+#> |.....................|     2.711 |    -16.03 |    -11.73 |    -11.80 |
+#> |.....................|    -14.28 |    -8.965 |...........|...........|
+#> |   12|     491.12641 |     1.014 |   -0.9913 |   -0.9383 |   -0.9669 |
+#> |.....................|   -0.9951 |   -0.9215 |   -0.8546 |   -0.8511 |
+#> |.....................|   -0.9167 |   -0.8483 |   -0.8658 |   -0.8677 |
+#> |.....................|   -0.8546 |   -0.8752 |...........|...........|
+#> |    U|     491.12641 |     101.4 |    -4.091 |   -0.9390 |    -2.400 |
+#> |.....................|    -4.095 |  -0.01100 |    0.7492 |   0.06931 |
+#> |.....................|    0.6699 |     1.648 |     1.305 |     1.187 |
+#> |.....................|     1.534 |     1.178 |...........|...........|
+#> |    X|     491.12641 |     101.4 |   0.01672 |    0.2811 |   0.09076 |
+#> |.....................|   0.01665 |    0.4972 |    0.7492 |   0.06931 |
+#> |.....................|    0.6699 |     1.648 |     1.305 |     1.187 |
+#> |.....................|     1.534 |     1.178 |...........|...........|
+#> |    F| Forward Diff. |     34.57 |    -2.950 |   -0.1076 |   -0.3310 |
+#> |.....................|    -1.967 |  0.005897 |    -18.06 |    -21.71 |
+#> |.....................|     3.154 |    -16.24 |    -11.62 |    -11.87 |
+#> |.....................|    -14.73 |    -8.995 |...........|...........|
+#> |   13|     490.65951 |     1.002 |   -0.9903 |   -0.9382 |   -0.9668 |
+#> |.....................|   -0.9944 |   -0.9215 |   -0.8485 |   -0.8438 |
+#> |.....................|   -0.9178 |   -0.8429 |   -0.8619 |   -0.8637 |
+#> |.....................|   -0.8496 |   -0.8721 |...........|...........|
+#> |    U|     490.65951 |     100.2 |    -4.090 |   -0.9390 |    -2.399 |
+#> |.....................|    -4.094 |  -0.01100 |    0.7514 |   0.06955 |
+#> |.....................|    0.6692 |     1.657 |     1.310 |     1.192 |
+#> |.....................|     1.541 |     1.182 |...........|...........|
+#> |    X|     490.65951 |     100.2 |   0.01673 |    0.2811 |   0.09077 |
+#> |.....................|   0.01667 |    0.4972 |    0.7514 |   0.06955 |
+#> |.....................|    0.6692 |     1.657 |     1.310 |     1.192 |
+#> |.....................|     1.541 |     1.182 |...........|...........|
+#> |    F| Forward Diff. |    -50.76 |    -3.759 |   -0.7472 |  -0.01668 |
+#> |.....................|    -1.908 |  0.007323 |    -16.70 |    -21.90 |
+#> |.....................|     3.094 |    -15.72 |    -11.38 |    -11.47 |
+#> |.....................|    -14.04 |    -8.745 |...........|...........|
+#> |   14|     490.01300 |     1.014 |   -0.9891 |   -0.9380 |   -0.9667 |
+#> |.....................|   -0.9937 |   -0.9215 |   -0.8428 |   -0.8366 |
+#> |.....................|   -0.9189 |   -0.8372 |   -0.8579 |   -0.8596 |
+#> |.....................|   -0.8446 |   -0.8690 |...........|...........|
+#> |    U|       490.013 |     101.4 |    -4.089 |   -0.9388 |    -2.399 |
+#> |.....................|    -4.094 |  -0.01100 |    0.7535 |   0.06979 |
+#> |.....................|    0.6684 |     1.666 |     1.315 |     1.196 |
+#> |.....................|     1.549 |     1.186 |...........|...........|
+#> |    X|       490.013 |     101.4 |   0.01676 |    0.2811 |   0.09077 |
+#> |.....................|   0.01668 |    0.4972 |    0.7535 |   0.06979 |
+#> |.....................|    0.6684 |     1.666 |     1.315 |     1.196 |
+#> |.....................|     1.549 |     1.186 |...........|...........|
+#> |    F| Forward Diff. |     34.25 |    -2.890 |  -0.09666 |   -0.3362 |
+#> |.....................|    -1.973 |  0.006003 |    -17.09 |    -20.19 |
+#> |.....................|     3.007 |    -15.95 |    -11.25 |    -11.56 |
+#> |.....................|    -14.42 |    -8.788 |...........|...........|
+#> |   15|     489.51603 |     1.003 |   -0.9880 |   -0.9380 |   -0.9666 |
+#> |.....................|   -0.9930 |   -0.9215 |   -0.8366 |   -0.8294 |
+#> |.....................|   -0.9200 |   -0.8313 |   -0.8537 |   -0.8553 |
+#> |.....................|   -0.8392 |   -0.8658 |...........|...........|
+#> |    U|     489.51603 |     100.3 |    -4.088 |   -0.9388 |    -2.399 |
+#> |.....................|    -4.093 |  -0.01100 |    0.7558 |   0.07003 |
+#> |.....................|    0.6677 |     1.675 |     1.320 |     1.201 |
+#> |.....................|     1.556 |     1.189 |...........|...........|
+#> |    X|     489.51603 |     100.3 |   0.01677 |    0.2812 |   0.09078 |
+#> |.....................|   0.01669 |    0.4972 |    0.7558 |   0.07003 |
+#> |.....................|    0.6677 |     1.675 |     1.320 |     1.201 |
+#> |.....................|     1.556 |     1.189 |...........|...........|
+#> |    F| Forward Diff. |    -45.29 |    -3.673 |   -0.7179 |  -0.03084 |
+#> |.....................|    -1.907 |  0.007423 |    -17.34 |    -21.86 |
+#> |.....................|     2.565 |    -15.52 |    -11.05 |    -11.19 |
+#> |.....................|    -14.28 |    -8.545 |...........|...........|
+#> |   16|     488.89410 |     1.014 |   -0.9866 |   -0.9377 |   -0.9666 |
+#> |.....................|   -0.9922 |   -0.9215 |   -0.8304 |   -0.8220 |
+#> |.....................|   -0.9210 |   -0.8254 |   -0.8495 |   -0.8510 |
+#> |.....................|   -0.8337 |   -0.8625 |...........|...........|
+#> |    U|      488.8941 |     101.4 |    -4.087 |   -0.9385 |    -2.399 |
+#> |.....................|    -4.092 |  -0.01100 |    0.7580 |   0.07028 |
+#> |.....................|    0.6670 |     1.685 |     1.325 |     1.206 |
+#> |.....................|     1.565 |     1.193 |...........|...........|
+#> |    X|      488.8941 |     101.4 |   0.01680 |    0.2812 |   0.09079 |
+#> |.....................|   0.01670 |    0.4972 |    0.7580 |   0.07028 |
+#> |.....................|    0.6670 |     1.685 |     1.325 |     1.206 |
+#> |.....................|     1.565 |     1.193 |...........|...........|
+#> |    F| Forward Diff. |     32.56 |    -2.827 |  -0.09853 |   -0.3366 |
+#> |.....................|    -1.968 |  0.006143 |    -15.42 |    -18.16 |
+#> |.....................|     2.733 |    -15.52 |    -10.94 |    -11.25 |
+#> |.....................|    -14.13 |    -8.583 |...........|...........|
+#> |   17|     488.48678 |     1.002 |   -0.9855 |   -0.9377 |   -0.9664 |
+#> |.....................|   -0.9915 |   -0.9215 |   -0.8246 |   -0.8152 |
+#> |.....................|   -0.9220 |   -0.8195 |   -0.8454 |   -0.8468 |
+#> |.....................|   -0.8284 |   -0.8593 |...........|...........|
+#> |    U|     488.48678 |     100.2 |    -4.086 |   -0.9385 |    -2.399 |
+#> |.....................|    -4.091 |  -0.01100 |    0.7601 |   0.07051 |
+#> |.....................|    0.6663 |     1.694 |     1.331 |     1.211 |
+#> |.....................|     1.572 |     1.197 |...........|...........|
+#> |    X|     488.48678 |     100.2 |   0.01681 |    0.2812 |   0.09080 |
+#> |.....................|   0.01671 |    0.4972 |    0.7601 |   0.07051 |
+#> |.....................|    0.6663 |     1.694 |     1.331 |     1.211 |
+#> |.....................|     1.572 |     1.197 |...........|...........|
+#> |    F| Forward Diff. |    -50.86 |    -3.681 |   -0.7723 |-0.0007467 |
+#> |.....................|    -1.892 |  0.007742 |    -16.40 |    -20.55 |
+#> |.....................|     2.306 |    -15.16 |    -10.65 |    -10.82 |
+#> |.....................|    -14.00 |    -8.331 |...........|...........|
+#> |   18|     487.81394 |     1.012 |   -0.9841 |   -0.9374 |   -0.9664 |
+#> |.....................|   -0.9907 |   -0.9215 |   -0.8186 |   -0.8083 |
+#> |.....................|   -0.9229 |   -0.8132 |   -0.8411 |   -0.8424 |
+#> |.....................|   -0.8225 |   -0.8558 |...........|...........|
+#> |    U|     487.81394 |     101.2 |    -4.084 |   -0.9383 |    -2.399 |
+#> |.....................|    -4.091 |  -0.01100 |    0.7623 |   0.07074 |
+#> |.....................|    0.6657 |     1.704 |     1.336 |     1.216 |
+#> |.....................|     1.581 |     1.201 |...........|...........|
+#> |    X|     487.81394 |     101.2 |   0.01684 |    0.2812 |   0.09080 |
+#> |.....................|   0.01673 |    0.4972 |    0.7623 |   0.07074 |
+#> |.....................|    0.6657 |     1.704 |     1.336 |     1.216 |
+#> |.....................|     1.581 |     1.201 |...........|...........|
+#> |    F| Forward Diff. |     24.73 |    -2.818 |   -0.1513 |   -0.3103 |
+#> |.....................|    -1.952 |  0.006413 |    -14.43 |    -16.89 |
+#> |.....................|     2.774 |    -15.21 |    -10.56 |    -10.91 |
+#> |.....................|    -13.80 |    -8.354 |...........|...........|
+#> |   19|     487.41354 |     1.002 |   -0.9829 |   -0.9374 |   -0.9663 |
+#> |.....................|   -0.9898 |   -0.9215 |   -0.8126 |   -0.8013 |
+#> |.....................|   -0.9240 |   -0.8068 |   -0.8367 |   -0.8378 |
+#> |.....................|   -0.8167 |   -0.8523 |...........|...........|
+#> |    U|     487.41354 |     100.2 |    -4.083 |   -0.9382 |    -2.399 |
+#> |.....................|    -4.090 |  -0.01100 |    0.7645 |   0.07098 |
+#> |.....................|    0.6649 |     1.714 |     1.342 |     1.221 |
+#> |.....................|     1.590 |     1.205 |...........|...........|
+#> |    X|     487.41354 |     100.2 |   0.01686 |    0.2813 |   0.09082 |
+#> |.....................|   0.01674 |    0.4972 |    0.7645 |   0.07098 |
+#> |.....................|    0.6649 |     1.714 |     1.342 |     1.221 |
+#> |.....................|     1.590 |     1.205 |...........|...........|
+#> |    F| Forward Diff. |    -49.04 |    -3.605 |   -0.7738 | -0.005231 |
+#> |.....................|    -1.885 |  0.007887 |    -13.75 |    -19.14 |
+#> |.....................|     2.153 |    -14.90 |    -10.33 |    -10.54 |
+#> |.....................|    -13.68 |    -8.125 |...........|...........|
+#> |   20|     486.77105 |     1.012 |   -0.9814 |   -0.9371 |   -0.9662 |
+#> |.....................|   -0.9889 |   -0.9215 |   -0.8076 |   -0.7947 |
+#> |.....................|   -0.9250 |   -0.7999 |   -0.8321 |   -0.8330 |
+#> |.....................|   -0.8104 |   -0.8486 |...........|...........|
+#> |    U|     486.77105 |     101.2 |    -4.081 |   -0.9380 |    -2.399 |
+#> |.....................|    -4.089 |  -0.01100 |    0.7664 |   0.07119 |
+#> |.....................|    0.6643 |     1.725 |     1.347 |     1.227 |
+#> |.....................|     1.599 |     1.209 |...........|...........|
+#> |    X|     486.77105 |     101.2 |   0.01688 |    0.2813 |   0.09082 |
+#> |.....................|   0.01676 |    0.4972 |    0.7664 |   0.07119 |
+#> |.....................|    0.6643 |     1.725 |     1.347 |     1.227 |
+#> |.....................|     1.599 |     1.209 |...........|...........|
+#> |    F| Forward Diff. |     24.27 |    -2.713 |   -0.1438 |   -0.3142 |
+#> |.....................|    -1.939 |  0.006562 |    -14.18 |    -16.12 |
+#> |.....................|     2.525 |    -14.86 |    -10.17 |    -10.57 |
+#> |.....................|    -13.46 |    -8.131 |...........|...........|
+#> |   21|     486.40106 |     1.002 |   -0.9802 |   -0.9371 |   -0.9661 |
+#> |.....................|   -0.9881 |   -0.9215 |   -0.8015 |   -0.7878 |
+#> |.....................|   -0.9261 |   -0.7935 |   -0.8277 |   -0.8285 |
+#> |.....................|   -0.8046 |   -0.8452 |...........|...........|
+#> |    U|     486.40106 |     100.2 |    -4.080 |   -0.9379 |    -2.399 |
+#> |.....................|    -4.088 |  -0.01100 |    0.7686 |   0.07143 |
+#> |.....................|    0.6635 |     1.735 |     1.353 |     1.232 |
+#> |.....................|     1.608 |     1.213 |...........|...........|
+#> |    X|     486.40106 |     100.2 |   0.01690 |    0.2813 |   0.09083 |
+#> |.....................|   0.01677 |    0.4972 |    0.7686 |   0.07143 |
+#> |.....................|    0.6635 |     1.735 |     1.353 |     1.232 |
+#> |.....................|     1.608 |     1.213 |...........|...........|
+#> |    F| Forward Diff. |    -49.43 |    -3.533 |   -0.7907 |  0.002583 |
+#> |.....................|    -1.861 |  0.008122 |    -12.85 |    -17.77 |
+#> |.....................|     2.313 |    -14.52 |    -9.868 |    -10.18 |
+#> |.....................|    -13.34 |    -7.899 |...........|...........|
+#> |   22|     485.77865 |     1.012 |   -0.9786 |   -0.9368 |   -0.9660 |
+#> |.....................|   -0.9871 |   -0.9215 |   -0.7966 |   -0.7818 |
+#> |.....................|   -0.9271 |   -0.7864 |   -0.8231 |   -0.8237 |
+#> |.....................|   -0.7980 |   -0.8414 |...........|...........|
+#> |    U|     485.77865 |     101.2 |    -4.079 |   -0.9376 |    -2.399 |
+#> |.....................|    -4.087 |  -0.01100 |    0.7704 |   0.07163 |
+#> |.....................|    0.6629 |     1.746 |     1.359 |     1.238 |
+#> |.....................|     1.617 |     1.217 |...........|...........|
+#> |    X|     485.77865 |     101.2 |   0.01693 |    0.2814 |   0.09084 |
+#> |.....................|   0.01679 |    0.4972 |    0.7704 |   0.07163 |
+#> |.....................|    0.6629 |     1.746 |     1.359 |     1.238 |
+#> |.....................|     1.617 |     1.217 |...........|...........|
+#> |    F| Forward Diff. |     23.77 |    -2.587 |   -0.1355 |   -0.3176 |
+#> |.....................|    -1.913 |  0.006717 |    -13.39 |    -15.00 |
+#> |.....................|     2.211 |    -14.53 |    -9.747 |    -10.22 |
+#> |.....................|    -13.16 |    -7.915 |...........|...........|
+#> |   23|     485.42886 |     1.002 |   -0.9775 |   -0.9367 |   -0.9659 |
+#> |.....................|   -0.9862 |   -0.9215 |   -0.7907 |   -0.7751 |
+#> |.....................|   -0.9281 |   -0.7799 |   -0.8187 |   -0.8190 |
+#> |.....................|   -0.7921 |   -0.8378 |...........|...........|
+#> |    U|     485.42886 |     100.2 |    -4.077 |   -0.9376 |    -2.399 |
+#> |.....................|    -4.086 |  -0.01100 |    0.7725 |   0.07185 |
+#> |.....................|    0.6622 |     1.757 |     1.364 |     1.243 |
+#> |.....................|     1.626 |     1.221 |...........|...........|
+#> |    X|     485.42886 |     100.2 |   0.01695 |    0.2814 |   0.09085 |
+#> |.....................|   0.01680 |    0.4972 |    0.7725 |   0.07185 |
+#> |.....................|    0.6622 |     1.757 |     1.364 |     1.243 |
+#> |.....................|     1.626 |     1.221 |...........|...........|
+#> |    F| Forward Diff. |    -48.95 |    -3.431 |   -0.7980 |  0.007511 |
+#> |.....................|    -1.828 |  0.008340 |    -12.05 |    -16.59 |
+#> |.....................|     2.177 |    -14.27 |    -9.567 |    -9.843 |
+#> |.....................|    -12.98 |    -7.655 |...........|...........|
+#> |   24|     484.82183 |     1.012 |   -0.9759 |   -0.9364 |   -0.9658 |
+#> |.....................|   -0.9852 |   -0.9215 |   -0.7861 |   -0.7697 |
+#> |.....................|   -0.9290 |   -0.7723 |   -0.8141 |   -0.8141 |
+#> |.....................|   -0.7852 |   -0.8339 |...........|...........|
+#> |    U|     484.82183 |     101.2 |    -4.076 |   -0.9373 |    -2.398 |
+#> |.....................|    -4.085 |  -0.01100 |    0.7742 |   0.07203 |
+#> |.....................|    0.6616 |     1.769 |     1.370 |     1.249 |
+#> |.....................|     1.636 |     1.226 |...........|...........|
+#> |    X|     484.82183 |     101.2 |   0.01698 |    0.2814 |   0.09086 |
+#> |.....................|   0.01682 |    0.4972 |    0.7742 |   0.07203 |
+#> |.....................|    0.6616 |     1.769 |     1.370 |     1.249 |
+#> |.....................|     1.636 |     1.226 |...........|...........|
+#> |    F| Forward Diff. |     22.05 |    -2.460 |   -0.1372 |   -0.3150 |
+#> |.....................|    -1.875 |  0.006918 |    -12.51 |    -13.87 |
+#> |.....................|     2.059 |    -14.26 |    -9.441 |    -9.910 |
+#> |.....................|    -12.81 |    -7.688 |...........|...........|
+#> |   25|     484.49026 |     1.002 |   -0.9747 |   -0.9363 |   -0.9656 |
+#> |.....................|   -0.9843 |   -0.9215 |   -0.7802 |   -0.7632 |
+#> |.....................|   -0.9300 |   -0.7655 |   -0.8095 |   -0.8093 |
+#> |.....................|   -0.7791 |   -0.8302 |...........|...........|
+#> |    U|     484.49026 |     100.2 |    -4.075 |   -0.9372 |    -2.398 |
+#> |.....................|    -4.084 |  -0.01100 |    0.7764 |   0.07225 |
+#> |.....................|    0.6609 |     1.779 |     1.376 |     1.254 |
+#> |.....................|     1.645 |     1.230 |...........|...........|
+#> |    X|     484.49026 |     100.2 |   0.01700 |    0.2815 |   0.09087 |
+#> |.....................|   0.01684 |    0.4972 |    0.7764 |   0.07225 |
+#> |.....................|    0.6609 |     1.779 |     1.376 |     1.254 |
+#> |.....................|     1.645 |     1.230 |...........|...........|
+#> |    F| Forward Diff. |    -48.40 |    -3.314 |   -0.8046 |   0.01082 |
+#> |.....................|    -1.785 |  0.008564 |    -11.34 |    -13.90 |
+#> |.....................|     2.095 |    -13.95 |    -9.157 |    -9.483 |
+#> |.....................|    -12.66 |    -7.448 |...........|...........|
+#> |   26|     483.91316 |     1.012 |   -0.9731 |   -0.9360 |   -0.9656 |
+#> |.....................|   -0.9832 |   -0.9215 |   -0.7758 |   -0.7593 |
+#> |.....................|   -0.9309 |   -0.7575 |   -0.8048 |   -0.8042 |
+#> |.....................|   -0.7719 |   -0.8261 |...........|...........|
+#> |    U|     483.91316 |     101.2 |    -4.073 |   -0.9369 |    -2.398 |
+#> |.....................|    -4.083 |  -0.01100 |    0.7780 |   0.07238 |
+#> |.....................|    0.6603 |     1.792 |     1.382 |     1.260 |
+#> |.....................|     1.656 |     1.235 |...........|...........|
+#> |    X|     483.91316 |     101.2 |   0.01702 |    0.2815 |   0.09088 |
+#> |.....................|   0.01685 |    0.4972 |    0.7780 |   0.07238 |
+#> |.....................|    0.6603 |     1.792 |     1.382 |     1.260 |
+#> |.....................|     1.656 |     1.235 |...........|...........|
+#> |    F| Forward Diff. |     21.71 |    -2.295 |   -0.1241 |   -0.3190 |
+#> |.....................|    -1.824 |  0.007081 |    -13.14 |    -14.20 |
+#> |.....................|     1.713 |    -13.92 |    -9.049 |    -9.560 |
+#> |.....................|    -12.44 |    -7.439 |...........|...........|
+#> |   27|     483.53972 |     1.003 |   -0.9719 |   -0.9359 |   -0.9654 |
+#> |.....................|   -0.9822 |   -0.9215 |   -0.7695 |   -0.7529 |
+#> |.....................|   -0.9317 |   -0.7501 |   -0.8002 |   -0.7993 |
+#> |.....................|   -0.7653 |   -0.8222 |...........|...........|
+#> |    U|     483.53972 |     100.3 |    -4.072 |   -0.9368 |    -2.398 |
+#> |.....................|    -4.082 |  -0.01100 |    0.7803 |   0.07259 |
+#> |.....................|    0.6598 |     1.804 |     1.388 |     1.266 |
+#> |.....................|     1.666 |     1.239 |...........|...........|
+#> |    X|     483.53972 |     100.3 |   0.01705 |    0.2815 |   0.09089 |
+#> |.....................|   0.01687 |    0.4972 |    0.7803 |   0.07259 |
+#> |.....................|    0.6598 |     1.804 |     1.388 |     1.266 |
+#> |.....................|     1.666 |     1.239 |...........|...........|
+#> |    F| Forward Diff. |    -41.33 |    -3.086 |   -0.7421 |  -0.01550 |
+#> |.....................|    -1.732 |  0.008667 |    -12.24 |    -14.31 |
+#> |.....................|     1.879 |    -13.57 |    -8.704 |    -9.151 |
+#> |.....................|    -12.31 |    -7.231 |...........|...........|
+#> |   28|     483.02129 |     1.012 |   -0.9704 |   -0.9356 |   -0.9653 |
+#> |.....................|   -0.9811 |   -0.9215 |   -0.7639 |   -0.7482 |
+#> |.....................|   -0.9323 |   -0.7422 |   -0.7957 |   -0.7943 |
+#> |.....................|   -0.7582 |   -0.8182 |...........|...........|
+#> |    U|     483.02129 |     101.2 |    -4.070 |   -0.9365 |    -2.398 |
+#> |.....................|    -4.081 |  -0.01100 |    0.7823 |   0.07275 |
+#> |.....................|    0.6594 |     1.816 |     1.393 |     1.271 |
+#> |.....................|     1.676 |     1.244 |...........|...........|
+#> |    X|     483.02129 |     101.2 |   0.01707 |    0.2816 |   0.09090 |
+#> |.....................|   0.01689 |    0.4972 |    0.7823 |   0.07275 |
+#> |.....................|    0.6594 |     1.816 |     1.393 |     1.271 |
+#> |.....................|     1.676 |     1.244 |...........|...........|
+#> |    F| Forward Diff. |     24.99 |    -2.064 |  -0.07177 |   -0.3414 |
+#> |.....................|    -1.768 |  0.007186 |    -12.35 |    -13.09 |
+#> |.....................|     1.619 |    -13.63 |    -8.749 |    -9.199 |
+#> |.....................|    -12.40 |    -7.209 |...........|...........|
+#> |   29|     482.63111 |     1.003 |   -0.9692 |   -0.9355 |   -0.9651 |
+#> |.....................|   -0.9800 |   -0.9215 |   -0.7579 |   -0.7429 |
+#> |.....................|   -0.9329 |   -0.7344 |   -0.7911 |   -0.7893 |
+#> |.....................|   -0.7510 |   -0.8142 |...........|...........|
+#> |    U|     482.63111 |     100.3 |    -4.069 |   -0.9364 |    -2.398 |
+#> |.....................|    -4.080 |  -0.01100 |    0.7845 |   0.07293 |
+#> |.....................|    0.6589 |     1.829 |     1.399 |     1.277 |
+#> |.....................|     1.687 |     1.249 |...........|...........|
+#> |    X|     482.63111 |     100.3 |   0.01709 |    0.2816 |   0.09092 |
+#> |.....................|   0.01691 |    0.4972 |    0.7845 |   0.07293 |
+#> |.....................|    0.6589 |     1.829 |     1.399 |     1.277 |
+#> |.....................|     1.687 |     1.249 |...........|...........|
+#> |    F| Forward Diff. |    -36.55 |    -2.873 |   -0.6941 |  -0.03251 |
+#> |.....................|    -1.664 |  0.008820 |    -11.56 |    -13.31 |
+#> |.....................|     1.468 |    -13.22 |    -8.319 |    -8.815 |
+#> |.....................|    -11.93 |    -7.014 |...........|...........|
+#> |   30|     482.15860 |     1.013 |   -0.9679 |   -0.9352 |   -0.9650 |
+#> |.....................|   -0.9789 |   -0.9215 |   -0.7525 |   -0.7387 |
+#> |.....................|   -0.9332 |   -0.7261 |   -0.7866 |   -0.7843 |
+#> |.....................|   -0.7435 |   -0.8100 |...........|...........|
+#> |    U|      482.1586 |     101.3 |    -4.068 |   -0.9361 |    -2.398 |
+#> |.....................|    -4.079 |  -0.01100 |    0.7865 |   0.07307 |
+#> |.....................|    0.6587 |     1.842 |     1.405 |     1.283 |
+#> |.....................|     1.698 |     1.253 |...........|...........|
+#> |    X|      482.1586 |     101.3 |   0.01711 |    0.2817 |   0.09093 |
+#> |.....................|   0.01693 |    0.4972 |    0.7865 |   0.07307 |
+#> |.....................|    0.6587 |     1.842 |     1.405 |     1.283 |
+#> |.....................|     1.698 |     1.253 |...........|...........|
+#> |    F| Forward Diff. |     26.18 |    -1.853 |  -0.03641 |   -0.3540 |
+#> |.....................|    -1.697 |  0.007343 |    -10.35 |    -10.94 |
+#> |.....................|     1.762 |    -13.15 |    -8.194 |    -8.841 |
+#> |.....................|    -11.73 |    -7.013 |...........|...........|
+#> |   31|     481.77253 |     1.004 |   -0.9667 |   -0.9350 |   -0.9648 |
+#> |.....................|   -0.9778 |   -0.9215 |   -0.7477 |   -0.7350 |
+#> |.....................|   -0.9339 |   -0.7174 |   -0.7818 |   -0.7789 |
+#> |.....................|   -0.7358 |   -0.8055 |...........|...........|
+#> |    U|     481.77253 |     100.4 |    -4.067 |   -0.9360 |    -2.397 |
+#> |.....................|    -4.078 |  -0.01100 |    0.7882 |   0.07320 |
+#> |.....................|    0.6583 |     1.855 |     1.411 |     1.289 |
+#> |.....................|     1.709 |     1.259 |...........|...........|
+#> |    X|     481.77253 |     100.4 |   0.01713 |    0.2817 |   0.09095 |
+#> |.....................|   0.01695 |    0.4972 |    0.7882 |   0.07320 |
+#> |.....................|    0.6583 |     1.855 |     1.411 |     1.289 |
+#> |.....................|     1.709 |     1.259 |...........|...........|
+#> |    F| Forward Diff. |    -33.42 |    -2.468 |   -0.6588 |  -0.04495 |
+#> |.....................|    -1.582 |  0.009000 |    -9.278 |    -10.93 |
+#> |.....................|     2.073 |    -12.89 |    -7.995 |    -8.451 |
+#> |.....................|    -11.53 |    -6.784 |...........|...........|
+#> |   32|     481.33405 |     1.012 |   -0.9656 |   -0.9347 |   -0.9646 |
+#> |.....................|   -0.9766 |   -0.9215 |   -0.7446 |   -0.7329 |
+#> |.....................|   -0.9352 |   -0.7079 |   -0.7769 |   -0.7733 |
+#> |.....................|   -0.7275 |   -0.8008 |...........|...........|
+#> |    U|     481.33405 |     101.2 |    -4.066 |   -0.9357 |    -2.397 |
+#> |.....................|    -4.077 |  -0.01100 |    0.7894 |   0.07326 |
+#> |.....................|    0.6574 |     1.870 |     1.417 |     1.296 |
+#> |.....................|     1.721 |     1.264 |...........|...........|
+#> |    X|     481.33405 |     101.2 |   0.01715 |    0.2818 |   0.09096 |
+#> |.....................|   0.01697 |    0.4972 |    0.7894 |   0.07326 |
+#> |.....................|    0.6574 |     1.870 |     1.417 |     1.296 |
+#> |.....................|     1.721 |     1.264 |...........|...........|
+#> |    F| Forward Diff. |     23.32 |    -1.710 |  -0.03967 |   -0.3452 |
+#> |.....................|    -1.599 |  0.007614 |    -9.890 |    -10.44 |
+#> |.....................|     1.650 |    -12.78 |    -7.841 |    -8.441 |
+#> |.....................|    -11.31 |    -6.748 |...........|...........|
+#> |   33|     480.95912 |     1.004 |   -0.9646 |   -0.9346 |   -0.9644 |
+#> |.....................|   -0.9754 |   -0.9215 |   -0.7406 |   -0.7300 |
+#> |.....................|   -0.9364 |   -0.6985 |   -0.7720 |   -0.7677 |
+#> |.....................|   -0.7193 |   -0.7960 |...........|...........|
+#> |    U|     480.95912 |     100.4 |    -4.065 |   -0.9356 |    -2.397 |
+#> |.....................|    -4.075 |  -0.01100 |    0.7908 |   0.07336 |
+#> |.....................|    0.6566 |     1.885 |     1.424 |     1.302 |
+#> |.....................|     1.734 |     1.270 |...........|...........|
+#> |    X|     480.95912 |     100.4 |   0.01717 |    0.2818 |   0.09098 |
+#> |.....................|   0.01699 |    0.4972 |    0.7908 |   0.07336 |
+#> |.....................|    0.6566 |     1.885 |     1.424 |     1.302 |
+#> |.....................|     1.734 |     1.270 |...........|...........|
+#> |    F| Forward Diff. |    -30.38 |    -2.273 |   -0.6168 |  -0.05646 |
+#> |.....................|    -1.481 |  0.009185 |    -8.899 |    -11.86 |
+#> |.....................|     1.510 |    -12.49 |    -7.578 |    -8.069 |
+#> |.....................|    -11.13 |    -6.546 |...........|...........|
+#> |   34|     480.53887 |     1.012 |   -0.9637 |   -0.9342 |   -0.9642 |
+#> |.....................|   -0.9743 |   -0.9216 |   -0.7379 |   -0.7267 |
+#> |.....................|   -0.9369 |   -0.6888 |   -0.7673 |   -0.7623 |
+#> |.....................|   -0.7109 |   -0.7912 |...........|...........|
+#> |    U|     480.53887 |     101.2 |    -4.064 |   -0.9352 |    -2.397 |
+#> |.....................|    -4.074 |  -0.01100 |    0.7918 |   0.07347 |
+#> |.....................|    0.6562 |     1.901 |     1.429 |     1.308 |
+#> |.....................|     1.746 |     1.275 |...........|...........|
+#> |    X|     480.53887 |     101.2 |   0.01719 |    0.2819 |   0.09100 |
+#> |.....................|   0.01700 |    0.4972 |    0.7918 |   0.07347 |
+#> |.....................|    0.6562 |     1.901 |     1.429 |     1.308 |
+#> |.....................|     1.746 |     1.275 |...........|...........|
+#> |    F| Forward Diff. |     23.40 |    -1.545 | -0.009684 |   -0.3499 |
+#> |.....................|    -1.497 |  0.007817 |    -10.78 |    -11.16 |
+#> |.....................|     1.267 |    -12.36 |    -7.423 |    -8.042 |
+#> |.....................|    -10.90 |    -6.497 |...........|...........|
+#> |   35|     480.15983 |     1.005 |   -0.9631 |   -0.9341 |   -0.9640 |
+#> |.....................|   -0.9733 |   -0.9216 |   -0.7332 |   -0.7223 |
+#> |.....................|   -0.9371 |   -0.6793 |   -0.7629 |   -0.7571 |
+#> |.....................|   -0.7029 |   -0.7866 |...........|...........|
+#> |    U|     480.15983 |     100.5 |    -4.063 |   -0.9351 |    -2.397 |
+#> |.....................|    -4.073 |  -0.01100 |    0.7935 |   0.07362 |
+#> |.....................|    0.6561 |     1.916 |     1.435 |     1.314 |
+#> |.....................|     1.758 |     1.280 |...........|...........|
+#> |    X|     480.15983 |     100.5 |   0.01720 |    0.2819 |   0.09102 |
+#> |.....................|   0.01702 |    0.4972 |    0.7935 |   0.07362 |
+#> |.....................|    0.6561 |     1.916 |     1.435 |     1.314 |
+#> |.....................|     1.758 |     1.280 |...........|...........|
+#> |    F| Forward Diff. |    -28.57 |    -2.381 |   -0.5845 |  -0.05882 |
+#> |.....................|    -1.378 |  0.009420 |    -9.960 |    -11.12 |
+#> |.....................|     1.408 |    -12.08 |    -7.201 |    -7.708 |
+#> |.....................|    -10.66 |    -6.274 |...........|...........|
+#> |   36|     479.76525 |     1.013 |   -0.9621 |   -0.9338 |   -0.9638 |
+#> |.....................|   -0.9724 |   -0.9216 |   -0.7274 |   -0.7189 |
+#> |.....................|   -0.9370 |   -0.6698 |   -0.7590 |   -0.7523 |
+#> |.....................|   -0.6950 |   -0.7821 |...........|...........|
+#> |    U|     479.76525 |     101.3 |    -4.062 |   -0.9349 |    -2.396 |
+#> |.....................|    -4.072 |  -0.01100 |    0.7956 |   0.07373 |
+#> |.....................|    0.6562 |     1.931 |     1.440 |     1.320 |
+#> |.....................|     1.770 |     1.286 |...........|...........|
+#> |    X|     479.76525 |     101.3 |   0.01721 |    0.2819 |   0.09104 |
+#> |.....................|   0.01704 |    0.4972 |    0.7956 |   0.07373 |
+#> |.....................|    0.6562 |     1.931 |     1.440 |     1.320 |
+#> |.....................|     1.770 |     1.286 |...........|...........|
+#> |    F| Forward Diff. |     25.60 |    -1.145 |   0.04744 |   -0.3638 |
+#> |.....................|    -1.405 |  0.007969 |    -8.937 |    -9.159 |
+#> |.....................|     1.481 |    -11.97 |    -7.076 |    -7.721 |
+#> |.....................|    -10.46 |    -6.241 |...........|...........|
+#> |   37|     479.40619 |     1.005 |   -0.9617 |   -0.9337 |   -0.9635 |
+#> |.....................|   -0.9714 |   -0.9216 |   -0.7231 |   -0.7171 |
+#> |.....................|   -0.9376 |   -0.6597 |   -0.7546 |   -0.7470 |
+#> |.....................|   -0.6867 |   -0.7774 |...........|...........|
+#> |    U|     479.40619 |     100.5 |    -4.062 |   -0.9348 |    -2.396 |
+#> |.....................|    -4.071 |  -0.01100 |    0.7972 |   0.07380 |
+#> |.....................|    0.6558 |     1.947 |     1.445 |     1.326 |
+#> |.....................|     1.782 |     1.291 |...........|...........|
+#> |    X|     479.40619 |     100.5 |   0.01722 |    0.2820 |   0.09107 |
+#> |.....................|   0.01705 |    0.4972 |    0.7972 |   0.07380 |
+#> |.....................|    0.6558 |     1.947 |     1.445 |     1.326 |
+#> |.....................|     1.782 |     1.291 |...........|...........|
+#> |    F| Forward Diff. |    -26.68 |    -2.255 |   -0.5492 |  -0.06756 |
+#> |.....................|    -1.289 |  0.009576 |    -8.071 |    -10.65 |
+#> |.....................|     1.114 |    -11.68 |    -6.840 |    -7.373 |
+#> |.....................|    -10.30 |    -6.055 |...........|...........|
+#> |   38|     479.03445 |     1.012 |   -0.9610 |   -0.9335 |   -0.9633 |
+#> |.....................|   -0.9705 |   -0.9216 |   -0.7212 |   -0.7148 |
+#> |.....................|   -0.9376 |   -0.6492 |   -0.7503 |   -0.7416 |
+#> |.....................|   -0.6779 |   -0.7724 |...........|...........|
+#> |    U|     479.03445 |     101.2 |    -4.061 |   -0.9345 |    -2.396 |
+#> |.....................|    -4.071 |  -0.01100 |    0.7979 |   0.07387 |
+#> |.....................|    0.6558 |     1.963 |     1.451 |     1.332 |
+#> |.....................|     1.795 |     1.297 |...........|...........|
+#> |    X|     479.03445 |     101.2 |   0.01723 |    0.2820 |   0.09109 |
+#> |.....................|   0.01707 |    0.4972 |    0.7979 |   0.07387 |
+#> |.....................|    0.6558 |     1.963 |     1.451 |     1.332 |
+#> |.....................|     1.795 |     1.297 |...........|...........|
+#> |    F| Forward Diff. |     22.12 |    -1.081 |   0.03630 |   -0.3485 |
+#> |.....................|    -1.311 |  0.008233 |    -8.610 |    -8.856 |
+#> |.....................|     1.385 |    -11.53 |    -6.694 |    -7.351 |
+#> |.....................|    -10.05 |    -5.987 |...........|...........|
+#> |   39|     478.70046 |     1.005 |   -0.9607 |   -0.9334 |   -0.9629 |
+#> |.....................|   -0.9697 |   -0.9216 |   -0.7185 |   -0.7124 |
+#> |.....................|   -0.9378 |   -0.6386 |   -0.7461 |   -0.7363 |
+#> |.....................|   -0.6692 |   -0.7674 |...........|...........|
+#> |    U|     478.70046 |     100.5 |    -4.061 |   -0.9345 |    -2.396 |
+#> |.....................|    -4.070 |  -0.01100 |    0.7989 |   0.07395 |
+#> |.....................|    0.6557 |     1.980 |     1.456 |     1.338 |
+#> |.....................|     1.808 |     1.302 |...........|...........|
+#> |    X|     478.70046 |     100.5 |   0.01724 |    0.2820 |   0.09112 |
+#> |.....................|   0.01708 |    0.4972 |    0.7989 |   0.07395 |
+#> |.....................|    0.6557 |     1.980 |     1.456 |     1.338 |
+#> |.....................|     1.808 |     1.302 |...........|...........|
+#> |    F| Forward Diff. |    -26.51 |    -2.193 |   -0.5308 |  -0.05813 |
+#> |.....................|    -1.191 |  0.009843 |    -9.246 |    -10.25 |
+#> |.....................|     1.049 |    -11.25 |    -6.459 |    -7.012 |
+#> |.....................|    -9.842 |    -5.790 |...........|...........|
+#> |   40|     478.33460 |     1.012 |   -0.9602 |   -0.9332 |   -0.9627 |
+#> |.....................|   -0.9690 |   -0.9216 |   -0.7136 |   -0.7111 |
+#> |.....................|   -0.9376 |   -0.6278 |   -0.7425 |   -0.7314 |
+#> |.....................|   -0.6607 |   -0.7626 |...........|...........|
+#> |    U|      478.3346 |     101.2 |    -4.060 |   -0.9343 |    -2.395 |
+#> |.....................|    -4.069 |  -0.01100 |    0.8007 |   0.07400 |
+#> |.....................|    0.6558 |     1.997 |     1.461 |     1.344 |
+#> |.....................|     1.820 |     1.308 |...........|...........|
+#> |    X|      478.3346 |     101.2 |   0.01724 |    0.2821 |   0.09114 |
+#> |.....................|   0.01709 |    0.4972 |    0.8007 |   0.07400 |
+#> |.....................|    0.6558 |     1.997 |     1.461 |     1.344 |
+#> |.....................|     1.820 |     1.308 |...........|...........|
+#> |    F| Forward Diff. |     20.00 |    -1.246 |   0.04282 |   -0.3358 |
+#> |.....................|    -1.228 |  0.008460 |    -8.250 |    -8.533 |
+#> |.....................|     1.305 |    -11.09 |    -6.335 |    -6.999 |
+#> |.....................|    -9.637 |    -5.739 |...........|...........|
+#> |   41|     478.02904 |     1.005 |   -0.9595 |   -0.9333 |   -0.9623 |
+#> |.....................|   -0.9683 |   -0.9217 |   -0.7087 |   -0.7092 |
+#> |.....................|   -0.9377 |   -0.6173 |   -0.7388 |   -0.7264 |
+#> |.....................|   -0.6523 |   -0.7577 |...........|...........|
+#> |    U|     478.02904 |     100.5 |    -4.060 |   -0.9343 |    -2.395 |
+#> |.....................|    -4.068 |  -0.01100 |    0.8025 |   0.07406 |
+#> |.....................|    0.6557 |     2.014 |     1.466 |     1.350 |
+#> |.....................|     1.833 |     1.314 |...........|...........|
+#> |    X|     478.02904 |     100.5 |   0.01726 |    0.2820 |   0.09117 |
+#> |.....................|   0.01711 |    0.4972 |    0.8025 |   0.07406 |
+#> |.....................|    0.6557 |     2.014 |     1.466 |     1.350 |
+#> |.....................|     1.833 |     1.314 |...........|...........|
+#> |    F| Forward Diff. |    -28.91 |    -2.133 |   -0.5430 |  -0.03427 |
+#> |.....................|    -1.114 |   0.01012 |    -7.324 |    -9.914 |
+#> |.....................|    0.9278 |    -10.81 |    -6.119 |    -6.673 |
+#> |.....................|    -9.457 |    -5.557 |...........|...........|
+#> |   42|     477.67480 |     1.012 |   -0.9587 |   -0.9331 |   -0.9620 |
+#> |.....................|   -0.9677 |   -0.9217 |   -0.7077 |   -0.7075 |
+#> |.....................|   -0.9374 |   -0.6060 |   -0.7354 |   -0.7215 |
+#> |.....................|   -0.6433 |   -0.7527 |...........|...........|
+#> |    U|      477.6748 |     101.2 |    -4.059 |   -0.9342 |    -2.395 |
+#> |.....................|    -4.068 |  -0.01100 |    0.8028 |   0.07412 |
+#> |.....................|    0.6559 |     2.032 |     1.470 |     1.355 |
+#> |.....................|     1.846 |     1.319 |...........|...........|
+#> |    X|      477.6748 |     101.2 |   0.01727 |    0.2821 |   0.09120 |
+#> |.....................|   0.01712 |    0.4972 |    0.8028 |   0.07412 |
+#> |.....................|    0.6559 |     2.032 |     1.470 |     1.355 |
+#> |.....................|     1.846 |     1.319 |...........|...........|
+#> |    F| Forward Diff. |     17.58 |    -1.074 |   0.03251 |   -0.3151 |
+#> |.....................|    -1.162 |  0.008688 |    -9.226 |    -9.481 |
+#> |.....................|    0.9303 |    -10.65 |    -6.004 |    -6.660 |
+#> |.....................|    -9.223 |    -5.492 |...........|...........|
+#> |   43|     477.36674 |     1.005 |   -0.9586 |   -0.9332 |   -0.9617 |
+#> |.....................|   -0.9672 |   -0.9217 |   -0.7028 |   -0.7029 |
+#> |.....................|   -0.9362 |   -0.5954 |   -0.7323 |   -0.7170 |
+#> |.....................|   -0.6350 |   -0.7479 |...........|...........|
+#> |    U|     477.36674 |     100.5 |    -4.059 |   -0.9343 |    -2.394 |
+#> |.....................|    -4.067 |  -0.01100 |    0.8046 |   0.07427 |
+#> |.....................|    0.6567 |     2.048 |     1.474 |     1.361 |
+#> |.....................|     1.858 |     1.325 |...........|...........|
+#> |    X|     477.36674 |     100.5 |   0.01727 |    0.2821 |   0.09123 |
+#> |.....................|   0.01713 |    0.4972 |    0.8046 |   0.07427 |
+#> |.....................|    0.6567 |     2.048 |     1.474 |     1.361 |
+#> |.....................|     1.858 |     1.325 |...........|...........|
+#> |    F| Forward Diff. |    -26.86 |    -1.999 |   -0.5088 |  -0.02993 |
+#> |.....................|    -1.056 |   0.01029 |    -6.930 |    -7.943 |
+#> |.....................|     1.123 |    -10.40 |    -5.776 |    -6.354 |
+#> |.....................|    -9.032 |    -5.321 |...........|...........|
+#> |   44|     477.05158 |     1.012 |   -0.9583 |   -0.9331 |   -0.9614 |
+#> |.....................|   -0.9667 |   -0.9217 |   -0.6985 |   -0.7029 |
+#> |.....................|   -0.9357 |   -0.5841 |   -0.7296 |   -0.7125 |
+#> |.....................|   -0.6265 |   -0.7430 |...........|...........|
+#> |    U|     477.05158 |     101.2 |    -4.058 |   -0.9342 |    -2.394 |
+#> |.....................|    -4.067 |  -0.01100 |    0.8062 |   0.07427 |
+#> |.....................|    0.6570 |     2.066 |     1.477 |     1.366 |
+#> |.....................|     1.871 |     1.331 |...........|...........|
+#> |    X|     477.05158 |     101.2 |   0.01728 |    0.2821 |   0.09126 |
+#> |.....................|   0.01713 |    0.4972 |    0.8062 |   0.07427 |
+#> |.....................|    0.6570 |     2.066 |     1.477 |     1.366 |
+#> |.....................|     1.871 |     1.331 |...........|...........|
+#> |    F| Forward Diff. |     21.59 |   -0.9080 |    0.1072 |   -0.3377 |
+#> |.....................|    -1.120 |  0.008656 |    -8.076 |    -8.919 |
+#> |.....................|    0.8940 |    -10.23 |    -5.724 |    -6.385 |
+#> |.....................|    -8.830 |    -5.273 |...........|...........|
+#> |   45|     476.75116 |     1.006 |   -0.9582 |   -0.9333 |   -0.9610 |
+#> |.....................|   -0.9662 |   -0.9217 |   -0.6961 |   -0.7025 |
+#> |.....................|   -0.9353 |   -0.5723 |   -0.7265 |   -0.7076 |
+#> |.....................|   -0.6174 |   -0.7378 |...........|...........|
+#> |    U|     476.75116 |     100.6 |    -4.058 |   -0.9343 |    -2.394 |
+#> |.....................|    -4.066 |  -0.01100 |    0.8070 |   0.07428 |
+#> |.....................|    0.6573 |     2.085 |     1.481 |     1.371 |
+#> |.....................|     1.884 |     1.337 |...........|...........|
+#> |    X|     476.75116 |     100.6 |   0.01728 |    0.2820 |   0.09129 |
+#> |.....................|   0.01714 |    0.4972 |    0.8070 |   0.07428 |
+#> |.....................|    0.6573 |     2.085 |     1.481 |     1.371 |
+#> |.....................|     1.884 |     1.337 |...........|...........|
+#> |    F| Forward Diff. |    -19.26 |    -1.806 |   -0.3949 |  -0.06769 |
+#> |.....................|    -1.006 |   0.01017 |    -6.717 |    -7.715 |
+#> |.....................|     1.115 |    -9.949 |    -5.529 |    -6.080 |
+#> |.....................|    -8.599 |    -5.083 |...........|...........|
+#> |   46|     476.47529 |     1.013 |   -0.9577 |   -0.9333 |   -0.9608 |
+#> |.....................|   -0.9657 |   -0.9218 |   -0.6941 |   -0.7020 |
+#> |.....................|   -0.9354 |   -0.5606 |   -0.7233 |   -0.7027 |
+#> |.....................|   -0.6086 |   -0.7326 |...........|...........|
+#> |    U|     476.47529 |     101.3 |    -4.058 |   -0.9343 |    -2.393 |
+#> |.....................|    -4.066 |  -0.01100 |    0.8078 |   0.07430 |
+#> |.....................|    0.6573 |     2.103 |     1.485 |     1.377 |
+#> |.....................|     1.897 |     1.342 |...........|...........|
+#> |    X|     476.47529 |     101.3 |   0.01729 |    0.2820 |   0.09132 |
+#> |.....................|   0.01715 |    0.4972 |    0.8078 |   0.07430 |
+#> |.....................|    0.6573 |     2.103 |     1.485 |     1.377 |
+#> |.....................|     1.897 |     1.342 |...........|...........|
+#> |    F| Forward Diff. |     23.23 |   -0.7393 |    0.1467 |   -0.3435 |
+#> |.....................|    -1.063 |  0.008714 |    -6.650 |    -7.604 |
+#> |.....................|     1.072 |    -9.778 |    -5.421 |    -6.068 |
+#> |.....................|    -8.413 |    -5.023 |...........|...........|
+#> |   47|     476.20958 |     1.007 |   -0.9575 |   -0.9335 |   -0.9604 |
+#> |.....................|   -0.9651 |   -0.9218 |   -0.6949 |   -0.7035 |
+#> |.....................|   -0.9364 |   -0.5488 |   -0.7198 |   -0.6977 |
+#> |.....................|   -0.5996 |   -0.7274 |...........|...........|
+#> |    U|     476.20958 |     100.7 |    -4.058 |   -0.9345 |    -2.393 |
+#> |.....................|    -4.065 |  -0.01100 |    0.8075 |   0.07425 |
+#> |.....................|    0.6566 |     2.122 |     1.490 |     1.383 |
+#> |.....................|     1.910 |     1.349 |...........|...........|
+#> |    X|     476.20958 |     100.7 |   0.01729 |    0.2820 |   0.09135 |
+#> |.....................|   0.01716 |    0.4972 |    0.8075 |   0.07425 |
+#> |.....................|    0.6566 |     2.122 |     1.490 |     1.383 |
+#> |.....................|     1.910 |     1.349 |...........|...........|
+#> |    F| Forward Diff. |    -16.91 |    -1.652 |   -0.3580 |  -0.07063 |
+#> |.....................|   -0.9392 |   0.01022 |    -6.706 |    -7.708 |
+#> |.....................|    0.9788 |    -9.498 |    -5.202 |    -5.742 |
+#> |.....................|    -8.208 |    -4.851 |...........|...........|
+#> |   48|     475.96032 |     1.013 |   -0.9572 |   -0.9335 |   -0.9601 |
+#> |.....................|   -0.9647 |   -0.9218 |   -0.6944 |   -0.7034 |
+#> |.....................|   -0.9370 |   -0.5368 |   -0.7166 |   -0.6928 |
+#> |.....................|   -0.5905 |   -0.7221 |...........|...........|
+#> |    U|     475.96032 |     101.3 |    -4.057 |   -0.9346 |    -2.393 |
+#> |.....................|    -4.065 |  -0.01100 |    0.8077 |   0.07425 |
+#> |.....................|    0.6562 |     2.141 |     1.494 |     1.388 |
+#> |.....................|     1.924 |     1.355 |...........|...........|
+#> |    X|     475.96032 |     101.3 |   0.01730 |    0.2820 |   0.09138 |
+#> |.....................|   0.01717 |    0.4972 |    0.8077 |   0.07425 |
+#> |.....................|    0.6562 |     2.141 |     1.494 |     1.388 |
+#> |.....................|     1.924 |     1.355 |...........|...........|
+#> |    F| Forward Diff. |     22.21 |   -0.6469 |    0.1490 |   -0.3297 |
+#> |.....................|   -0.9912 |  0.008804 |    -6.697 |    -7.730 |
+#> |.....................|     1.011 |    -9.295 |    -5.014 |    -5.737 |
+#> |.....................|    -7.990 |    -4.768 |...........|...........|
+#> |   49|     475.69232 |     1.007 |   -0.9579 |   -0.9338 |   -0.9597 |
+#> |.....................|   -0.9645 |   -0.9219 |   -0.6939 |   -0.7032 |
+#> |.....................|   -0.9375 |   -0.5243 |   -0.7149 |   -0.6885 |
+#> |.....................|   -0.5813 |   -0.7168 |...........|...........|
+#> |    U|     475.69232 |     100.7 |    -4.058 |   -0.9348 |    -2.392 |
+#> |.....................|    -4.064 |  -0.01100 |    0.8078 |   0.07426 |
+#> |.....................|    0.6559 |     2.161 |     1.496 |     1.393 |
+#> |.....................|     1.937 |     1.361 |...........|...........|
+#> |    X|     475.69232 |     100.7 |   0.01729 |    0.2819 |   0.09141 |
+#> |.....................|   0.01717 |    0.4972 |    0.8078 |   0.07426 |
+#> |.....................|    0.6559 |     2.161 |     1.496 |     1.393 |
+#> |.....................|     1.937 |     1.361 |...........|...........|
+#> |    F| Forward Diff. |    -16.63 |    -1.703 |   -0.3428 |  -0.06069 |
+#> |.....................|   -0.9074 |   0.01024 |    -7.409 |    -9.759 |
+#> |.....................|    0.6668 |    -9.063 |    -4.970 |    -5.451 |
+#> |.....................|    -7.786 |    -4.607 |...........|...........|
+#> |   50|     475.41012 |     1.012 |   -0.9580 |   -0.9340 |   -0.9594 |
+#> |.....................|   -0.9645 |   -0.9219 |   -0.6912 |   -0.6928 |
+#> |.....................|   -0.9358 |   -0.5138 |   -0.7150 |   -0.6862 |
+#> |.....................|   -0.5743 |   -0.7128 |...........|...........|
+#> |    U|     475.41012 |     101.2 |    -4.058 |   -0.9351 |    -2.392 |
+#> |.....................|    -4.064 |  -0.01101 |    0.8088 |   0.07461 |
+#> |.....................|    0.6570 |     2.177 |     1.496 |     1.396 |
+#> |.....................|     1.948 |     1.365 |...........|...........|
+#> |    X|     475.41012 |     101.2 |   0.01728 |    0.2819 |   0.09144 |
+#> |.....................|   0.01717 |    0.4972 |    0.8088 |   0.07461 |
+#> |.....................|    0.6570 |     2.177 |     1.496 |     1.396 |
+#> |.....................|     1.948 |     1.365 |...........|...........|
+#> |    F| Forward Diff. |     17.88 |   -0.8521 |   0.09625 |   -0.2834 |
+#> |.....................|    -1.006 |  0.008928 |    -8.320 |    -8.272 |
+#> |.....................|    0.6841 |    -8.896 |    -4.958 |    -5.482 |
+#> |.....................|    -7.690 |    -4.565 |...........|...........|
+#> |   51|     475.17343 |     1.006 |   -0.9580 |   -0.9344 |   -0.9592 |
+#> |.....................|   -0.9643 |   -0.9219 |   -0.6806 |   -0.6840 |
+#> |.....................|   -0.9328 |   -0.5062 |   -0.7153 |   -0.6852 |
+#> |.....................|   -0.5694 |   -0.7102 |...........|...........|
+#> |    U|     475.17343 |     100.6 |    -4.058 |   -0.9354 |    -2.392 |
+#> |.....................|    -4.064 |  -0.01101 |    0.8127 |   0.07490 |
+#> |.....................|    0.6590 |     2.189 |     1.495 |     1.397 |
+#> |.....................|     1.955 |     1.368 |...........|...........|
+#> |    X|     475.17343 |     100.6 |   0.01728 |    0.2818 |   0.09146 |
+#> |.....................|   0.01718 |    0.4972 |    0.8127 |   0.07490 |
+#> |.....................|    0.6590 |     2.189 |     1.495 |     1.397 |
+#> |.....................|     1.955 |     1.368 |...........|...........|
+#> |    F| Forward Diff. |    -22.54 |    -1.885 |   -0.4332 | -0.003109 |
+#> |.....................|   -0.9120 |   0.01053 |    -7.129 |    -7.659 |
+#> |.....................|    0.8338 |    -8.700 |    -4.918 |    -5.365 |
+#> |.....................|    -7.558 |    -4.481 |...........|...........|
+#> |   52|     474.94312 |     1.012 |   -0.9570 |   -0.9345 |   -0.9591 |
+#> |.....................|   -0.9638 |   -0.9220 |   -0.6676 |   -0.6825 |
+#> |.....................|   -0.9307 |   -0.4984 |   -0.7146 |   -0.6834 |
+#> |.....................|   -0.5639 |   -0.7072 |...........|...........|
+#> |    U|     474.94312 |     101.2 |    -4.057 |   -0.9355 |    -2.392 |
+#> |.....................|    -4.064 |  -0.01101 |    0.8175 |   0.07495 |
+#> |.....................|    0.6604 |     2.202 |     1.496 |     1.399 |
+#> |.....................|     1.963 |     1.372 |...........|...........|
+#> |    X|     474.94312 |     101.2 |   0.01730 |    0.2818 |   0.09147 |
+#> |.....................|   0.01718 |    0.4972 |    0.8175 |   0.07495 |
+#> |.....................|    0.6604 |     2.202 |     1.496 |     1.399 |
+#> |.....................|     1.963 |     1.372 |...........|...........|
+#> |    F| Forward Diff. |     20.08 |   -0.5236 |    0.1181 |   -0.2986 |
+#> |.....................|   -0.9599 |  0.008866 |    -5.310 |    -6.088 |
+#> |.....................|    0.8565 |    -8.707 |    -4.867 |    -5.430 |
+#> |.....................|    -7.458 |    -4.464 |...........|...........|
+#> |   53|     474.70657 |     1.007 |   -0.9569 |   -0.9346 |   -0.9588 |
+#> |.....................|   -0.9629 |   -0.9220 |   -0.6640 |   -0.6851 |
+#> |.....................|   -0.9296 |   -0.4868 |   -0.7112 |   -0.6784 |
+#> |.....................|   -0.5553 |   -0.7021 |...........|...........|
+#> |    U|     474.70657 |     100.7 |    -4.057 |   -0.9356 |    -2.392 |
+#> |.....................|    -4.063 |  -0.01101 |    0.8188 |   0.07487 |
+#> |.....................|    0.6612 |     2.220 |     1.500 |     1.405 |
+#> |.....................|     1.976 |     1.378 |...........|...........|
+#> |    X|     474.70657 |     100.7 |   0.01730 |    0.2818 |   0.09149 |
+#> |.....................|   0.01720 |    0.4972 |    0.8188 |   0.07487 |
+#> |.....................|    0.6612 |     2.220 |     1.500 |     1.405 |
+#> |.....................|     1.976 |     1.378 |...........|...........|
+#> |    F| Forward Diff. |    -17.64 |    -1.502 |   -0.3627 |  -0.03824 |
+#> |.....................|   -0.7798 |   0.01049 |    -5.965 |    -8.154 |
+#> |.....................|    0.5631 |    -8.385 |    -4.675 |    -5.151 |
+#> |.....................|    -7.306 |    -4.317 |...........|...........|
+#> |   54|     474.46623 |     1.012 |   -0.9580 |   -0.9346 |   -0.9586 |
+#> |.....................|   -0.9630 |   -0.9221 |   -0.6659 |   -0.6813 |
+#> |.....................|   -0.9264 |   -0.4751 |   -0.7083 |   -0.6739 |
+#> |.....................|   -0.5464 |   -0.6970 |...........|...........|
+#> |    U|     474.46623 |     101.2 |    -4.058 |   -0.9356 |    -2.391 |
+#> |.....................|    -4.063 |  -0.01101 |    0.8181 |   0.07499 |
+#> |.....................|    0.6633 |     2.239 |     1.504 |     1.410 |
+#> |.....................|     1.989 |     1.384 |...........|...........|
+#> |    X|     474.46623 |     101.2 |   0.01728 |    0.2818 |   0.09151 |
+#> |.....................|   0.01720 |    0.4972 |    0.8181 |   0.07499 |
+#> |.....................|    0.6633 |     2.239 |     1.504 |     1.410 |
+#> |.....................|     1.989 |     1.384 |...........|...........|
+#> |    F| Forward Diff. |     15.93 |   -0.7754 |   0.09266 |   -0.2754 |
+#> |.....................|   -0.8835 |  0.009135 |    -6.026 |    -6.068 |
+#> |.....................|    0.8217 |    -8.210 |    -4.532 |    -5.141 |
+#> |.....................|    -7.011 |    -4.237 |...........|...........|
+#> |   55|     474.23394 |     1.006 |   -0.9577 |   -0.9351 |   -0.9581 |
+#> |.....................|   -0.9633 |   -0.9221 |   -0.6610 |   -0.6793 |
+#> |.....................|   -0.9234 |   -0.4633 |   -0.7068 |   -0.6694 |
+#> |.....................|   -0.5382 |   -0.6917 |...........|...........|
+#> |    U|     474.23394 |     100.6 |    -4.058 |   -0.9360 |    -2.391 |
+#> |.....................|    -4.063 |  -0.01101 |    0.8199 |   0.07506 |
+#> |.....................|    0.6654 |     2.257 |     1.506 |     1.415 |
+#> |.....................|     2.001 |     1.390 |...........|...........|
+#> |    X|     474.23394 |     100.6 |   0.01729 |    0.2817 |   0.09156 |
+#> |.....................|   0.01719 |    0.4972 |    0.8199 |   0.07506 |
+#> |.....................|    0.6654 |     2.257 |     1.506 |     1.415 |
+#> |.....................|     2.001 |     1.390 |...........|...........|
+#> |    F| Forward Diff. |    -20.30 |    -1.703 |   -0.3919 | -0.002629 |
+#> |.....................|   -0.8653 |   0.01064 |    -4.947 |    -7.765 |
+#> |.....................|    0.7818 |    -8.010 |    -4.437 |    -4.875 |
+#> |.....................|    -6.938 |    -4.094 |...........|...........|
+#> |   56|     473.98878 |     1.011 |   -0.9542 |   -0.9354 |   -0.9578 |
+#> |.....................|   -0.9619 |   -0.9222 |   -0.6621 |   -0.6770 |
+#> |.....................|   -0.9235 |   -0.4507 |   -0.7053 |   -0.6648 |
+#> |.....................|   -0.5298 |   -0.6863 |...........|...........|
+#> |    U|     473.98878 |     101.1 |    -4.054 |   -0.9363 |    -2.390 |
+#> |.....................|    -4.062 |  -0.01101 |    0.8195 |   0.07514 |
+#> |.....................|    0.6653 |     2.277 |     1.508 |     1.421 |
+#> |.....................|     2.013 |     1.396 |...........|...........|
+#> |    X|     473.98878 |     101.1 |   0.01735 |    0.2816 |   0.09159 |
+#> |.....................|   0.01722 |    0.4972 |    0.8195 |   0.07514 |
+#> |.....................|    0.6653 |     2.277 |     1.508 |     1.421 |
+#> |.....................|     2.013 |     1.396 |...........|...........|
+#> |   57|     473.76836 |     1.011 |   -0.9500 |   -0.9359 |   -0.9574 |
+#> |.....................|   -0.9601 |   -0.9223 |   -0.6653 |   -0.6763 |
+#> |.....................|   -0.9234 |   -0.4357 |   -0.7046 |   -0.6601 |
+#> |.....................|   -0.5205 |   -0.6802 |...........|...........|
+#> |    U|     473.76836 |     101.1 |    -4.050 |   -0.9368 |    -2.390 |
+#> |.....................|    -4.060 |  -0.01101 |    0.8183 |   0.07516 |
+#> |.....................|    0.6654 |     2.301 |     1.509 |     1.426 |
+#> |.....................|     2.027 |     1.403 |...........|...........|
+#> |    X|     473.76836 |     101.1 |   0.01742 |    0.2815 |   0.09163 |
+#> |.....................|   0.01725 |    0.4972 |    0.8183 |   0.07516 |
+#> |.....................|    0.6654 |     2.301 |     1.509 |     1.426 |
+#> |.....................|     2.027 |     1.403 |...........|...........|
+#> |   58|     472.96708 |     1.009 |   -0.9317 |   -0.9384 |   -0.9555 |
+#> |.....................|   -0.9527 |   -0.9228 |   -0.6791 |   -0.6735 |
+#> |.....................|   -0.9230 |   -0.3711 |   -0.7015 |   -0.6396 |
+#> |.....................|   -0.4802 |   -0.6537 |...........|...........|
+#> |    U|     472.96708 |     100.9 |    -4.032 |   -0.9391 |    -2.388 |
+#> |.....................|    -4.053 |  -0.01101 |    0.8133 |   0.07525 |
+#> |.....................|    0.6656 |     2.403 |     1.513 |     1.450 |
+#> |.....................|     2.087 |     1.433 |...........|...........|
+#> |    X|     472.96708 |     100.9 |   0.01774 |    0.2811 |   0.09180 |
+#> |.....................|   0.01737 |    0.4972 |    0.8133 |   0.07525 |
+#> |.....................|    0.6656 |     2.403 |     1.513 |     1.450 |
+#> |.....................|     2.087 |     1.433 |...........|...........|
+#> |   59|     472.23802 |     1.005 |   -0.8811 |   -0.9451 |   -0.9502 |
+#> |.....................|   -0.9323 |   -0.9240 |   -0.7172 |   -0.6658 |
+#> |.....................|   -0.9220 |   -0.1924 |   -0.6930 |   -0.5829 |
+#> |.....................|   -0.3688 |   -0.5805 |...........|...........|
+#> |    U|     472.23802 |     100.5 |    -3.981 |   -0.9455 |    -2.383 |
+#> |.....................|    -4.032 |  -0.01103 |    0.7994 |   0.07551 |
+#> |.....................|    0.6663 |     2.686 |     1.523 |     1.515 |
+#> |.....................|     2.251 |     1.518 |...........|...........|
+#> |    X|     472.23802 |     100.5 |   0.01866 |    0.2798 |   0.09228 |
+#> |.....................|   0.01773 |    0.4972 |    0.7994 |   0.07551 |
+#> |.....................|    0.6663 |     2.686 |     1.523 |     1.515 |
+#> |.....................|     2.251 |     1.518 |...........|...........|
+#> |    F| Forward Diff. |    -10.41 |     25.09 |    -1.964 |    0.8913 |
+#> |.....................|     4.956 |   0.02208 |    -7.724 |    -8.360 |
+#> |.....................|   0.01123 |    -2.619 |    -3.185 |    -1.886 |
+#> |.....................|    -3.376 |    -1.727 |...........|...........|
+#> |   60|     470.34942 |     1.020 |    -1.007 |   -0.9408 |   -0.9496 |
+#> |.....................|   -0.9429 |   -0.9259 |   -0.7397 |   -0.6282 |
+#> |.....................|   -0.9207 |   0.06578 |   -0.6693 |   -0.4998 |
+#> |.....................|   -0.2002 |   -0.4722 |...........|...........|
+#> |    U|     470.34942 |     102.0 |    -4.107 |   -0.9414 |    -2.382 |
+#> |.....................|    -4.043 |  -0.01105 |    0.7911 |   0.07677 |
+#> |.....................|    0.6672 |     3.094 |     1.553 |     1.610 |
+#> |.....................|     2.500 |     1.642 |...........|...........|
+#> |    X|     470.34942 |     102.0 |   0.01646 |    0.2806 |   0.09235 |
+#> |.....................|   0.01755 |    0.4972 |    0.7911 |   0.07677 |
+#> |.....................|    0.6672 |     3.094 |     1.553 |     1.610 |
+#> |.....................|     2.500 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |     49.94 |    -17.10 |     1.872 |    -1.413 |
+#> |.....................|     4.684 |  0.005064 |    -7.591 |    -5.431 |
+#> |.....................|    0.2085 |    -2.165 |    -1.196 |   -0.1732 |
+#> |.....................|   -0.4074 |   -0.2957 |...........|...........|
+#> |   61|     480.76065 |    0.9913 |   -0.9789 |   -0.9482 |   -0.9314 |
+#> |.....................|    -1.207 |   -0.9279 |   -0.6546 |   -0.4866 |
+#> |.....................|   -0.9168 |    0.2296 |   -0.6593 |   -0.5083 |
+#> |.....................|   -0.1307 |   -0.4332 |...........|...........|
+#> |    U|     480.76065 |     99.13 |    -4.079 |   -0.9483 |    -2.364 |
+#> |.....................|    -4.307 |  -0.01107 |    0.8222 |   0.08152 |
+#> |.....................|    0.6698 |     3.353 |     1.566 |     1.601 |
+#> |.....................|     2.603 |     1.687 |...........|...........|
+#> |    X|     480.76065 |     99.13 |   0.01693 |    0.2792 |   0.09404 |
+#> |.....................|   0.01347 |    0.4972 |    0.8222 |   0.08152 |
+#> |.....................|    0.6698 |     3.353 |     1.566 |     1.601 |
+#> |.....................|     2.603 |     1.687 |...........|...........|
+#> |   62|     472.12595 |    0.9860 |   -0.9933 |   -0.9428 |   -0.9466 |
+#> |.....................|   -0.9755 |   -0.9261 |   -0.7254 |   -0.6089 |
+#> |.....................|   -0.9204 |   0.08558 |   -0.6674 |   -0.5007 |
+#> |.....................|   -0.1921 |   -0.4676 |...........|...........|
+#> |    U|     472.12595 |     98.60 |    -4.093 |   -0.9433 |    -2.379 |
+#> |.....................|    -4.076 |  -0.01105 |    0.7964 |   0.07742 |
+#> |.....................|    0.6674 |     3.125 |     1.556 |     1.609 |
+#> |.....................|     2.512 |     1.648 |...........|...........|
+#> |    X|     472.12595 |     98.60 |   0.01668 |    0.2802 |   0.09262 |
+#> |.....................|   0.01698 |    0.4972 |    0.7964 |   0.07742 |
+#> |.....................|    0.6674 |     3.125 |     1.556 |     1.609 |
+#> |.....................|     2.512 |     1.648 |...........|...........|
+#> |   63|     470.26696 |     1.005 |    -1.002 |   -0.9414 |   -0.9491 |
+#> |.....................|   -0.9444 |   -0.9259 |   -0.7373 |   -0.6265 |
+#> |.....................|   -0.9207 |   0.06646 |   -0.6689 |   -0.4998 |
+#> |.....................|   -0.2001 |   -0.4721 |...........|...........|
+#> |    U|     470.26696 |     100.5 |    -4.102 |   -0.9420 |    -2.382 |
+#> |.....................|    -4.044 |  -0.01105 |    0.7920 |   0.07683 |
+#> |.....................|    0.6672 |     3.095 |     1.554 |     1.610 |
+#> |.....................|     2.501 |     1.642 |...........|...........|
+#> |    X|     470.26696 |     100.5 |   0.01654 |    0.2805 |   0.09239 |
+#> |.....................|   0.01752 |    0.4972 |    0.7920 |   0.07683 |
+#> |.....................|    0.6672 |     3.095 |     1.554 |     1.610 |
+#> |.....................|     2.501 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |    -57.97 |    -21.53 |    0.3336 |   -0.1964 |
+#> |.....................|     4.949 |   0.01388 |    -7.299 |    -5.475 |
+#> |.....................|    0.3363 |    -1.951 |    -1.200 |    0.1716 |
+#> |.....................|   -0.4705 |   -0.2755 |...........|...........|
+#> |   64|     469.85165 |     1.014 |   -0.9972 |   -0.9415 |   -0.9489 |
+#> |.....................|   -0.9548 |   -0.9260 |   -0.7307 |   -0.6235 |
+#> |.....................|   -0.9208 |   0.07069 |   -0.6682 |   -0.5004 |
+#> |.....................|   -0.1987 |   -0.4712 |...........|...........|
+#> |    U|     469.85165 |     101.4 |    -4.097 |   -0.9421 |    -2.382 |
+#> |.....................|    -4.055 |  -0.01105 |    0.7944 |   0.07693 |
+#> |.....................|    0.6671 |     3.101 |     1.555 |     1.610 |
+#> |.....................|     2.503 |     1.643 |...........|...........|
+#> |    X|     469.85165 |     101.4 |   0.01662 |    0.2805 |   0.09241 |
+#> |.....................|   0.01734 |    0.4972 |    0.7944 |   0.07693 |
+#> |.....................|    0.6671 |     3.101 |     1.555 |     1.610 |
+#> |.....................|     2.503 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |     9.302 |    -15.01 |     1.055 |   -0.6015 |
+#> |.....................|     1.082 |  0.004567 |    -8.090 |    -5.650 |
+#> |.....................|   -0.2579 |    -2.336 |    -1.339 |  -0.08766 |
+#> |.....................|   -0.5208 |   -0.3062 |...........|...........|
+#> |   65|     469.69998 |     1.007 |   -0.9853 |   -0.9423 |   -0.9484 |
+#> |.....................|   -0.9564 |   -0.9260 |   -0.7231 |   -0.6186 |
+#> |.....................|   -0.9204 |   0.07309 |   -0.6671 |   -0.5006 |
+#> |.....................|   -0.1982 |   -0.4709 |...........|...........|
+#> |    U|     469.69998 |     100.7 |    -4.085 |   -0.9429 |    -2.381 |
+#> |.....................|    -4.056 |  -0.01105 |    0.7972 |   0.07709 |
+#> |.....................|    0.6674 |     3.105 |     1.556 |     1.610 |
+#> |.....................|     2.503 |     1.644 |...........|...........|
+#> |    X|     469.69998 |     100.7 |   0.01682 |    0.2803 |   0.09245 |
+#> |.....................|   0.01731 |    0.4972 |    0.7972 |   0.07709 |
+#> |.....................|    0.6674 |     3.105 |     1.556 |     1.610 |
+#> |.....................|     2.503 |     1.644 |...........|...........|
+#> |    F| Forward Diff. |    -36.86 |    -12.39 |    0.1028 |    0.1354 |
+#> |.....................|    0.7614 |  0.008951 |    -8.542 |    -6.076 |
+#> |.....................|   -0.2246 |    -2.313 |    -1.235 |    0.1010 |
+#> |.....................|   -0.5654 |   -0.2998 |...........|...........|
+#> |   66|     469.45579 |     1.013 |   -0.9821 |   -0.9425 |   -0.9491 |
+#> |.....................|   -0.9562 |   -0.9260 |   -0.7099 |   -0.6134 |
+#> |.....................|   -0.9182 |   0.07758 |   -0.6674 |   -0.5042 |
+#> |.....................|   -0.1996 |   -0.4719 |...........|...........|
+#> |    U|     469.45579 |     101.3 |    -4.082 |   -0.9430 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01105 |    0.8020 |   0.07727 |
+#> |.....................|    0.6689 |     3.112 |     1.556 |     1.605 |
+#> |.....................|     2.501 |     1.643 |...........|...........|
+#> |    X|     469.45579 |     101.3 |   0.01687 |    0.2803 |   0.09239 |
+#> |.....................|   0.01731 |    0.4972 |    0.8020 |   0.07727 |
+#> |.....................|    0.6689 |     3.112 |     1.556 |     1.605 |
+#> |.....................|     2.501 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |     7.383 |    -7.976 |    0.5709 |   -0.2773 |
+#> |.....................|    0.4749 |  0.005686 |    -7.013 |    -4.742 |
+#> |.....................|   -0.3037 |    -2.186 |    -1.089 |  -0.04880 |
+#> |.....................|   -0.5661 |   -0.3435 |...........|...........|
+#> |   67|     469.35718 |     1.007 |   -0.9760 |   -0.9430 |   -0.9493 |
+#> |.....................|   -0.9561 |   -0.9261 |   -0.6977 |   -0.6075 |
+#> |.....................|   -0.9166 |   0.08278 |   -0.6675 |   -0.5068 |
+#> |.....................|   -0.2001 |   -0.4722 |...........|...........|
+#> |    U|     469.35718 |     100.7 |    -4.076 |   -0.9435 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01105 |    0.8065 |   0.07747 |
+#> |.....................|    0.6700 |     3.121 |     1.556 |     1.602 |
+#> |.....................|     2.501 |     1.642 |...........|...........|
+#> |    X|     469.35718 |     100.7 |   0.01698 |    0.2802 |   0.09237 |
+#> |.....................|   0.01732 |    0.4972 |    0.8065 |   0.07747 |
+#> |.....................|    0.6700 |     3.121 |     1.556 |     1.602 |
+#> |.....................|     2.501 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |    -28.34 |    -7.406 |  -0.07810 |    0.1748 |
+#> |.....................|    0.6873 |  0.009156 |    -6.696 |    -4.901 |
+#> |.....................|   -0.2913 |    -2.170 |    -1.086 |  -0.02443 |
+#> |.....................|   -0.6503 |   -0.3607 |...........|...........|
+#> |   68|     469.19639 |     1.012 |   -0.9749 |   -0.9431 |   -0.9497 |
+#> |.....................|   -0.9576 |   -0.9262 |   -0.6862 |   -0.6021 |
+#> |.....................|   -0.9137 |   0.09137 |   -0.6688 |   -0.5111 |
+#> |.....................|   -0.2009 |   -0.4726 |...........|...........|
+#> |    U|     469.19639 |     101.2 |    -4.075 |   -0.9436 |    -2.382 |
+#> |.....................|    -4.058 |  -0.01105 |    0.8107 |   0.07765 |
+#> |.....................|    0.6719 |     3.134 |     1.554 |     1.597 |
+#> |.....................|     2.499 |     1.642 |...........|...........|
+#> |    X|     469.19639 |     101.2 |   0.01699 |    0.2802 |   0.09233 |
+#> |.....................|   0.01729 |    0.4972 |    0.8107 |   0.07765 |
+#> |.....................|    0.6719 |     3.134 |     1.554 |     1.597 |
+#> |.....................|     2.499 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |     4.760 |    -4.629 |    0.3091 |   -0.1325 |
+#> |.....................|  -0.04401 |  0.005819 |    -5.826 |    -2.903 |
+#> |.....................|   -0.1562 |    -2.130 |    -1.121 |   -0.2535 |
+#> |.....................|   -0.6922 |   -0.4141 |...........|...........|
+#> |   69|     469.12263 |     1.008 |   -0.9713 |   -0.9434 |   -0.9499 |
+#> |.....................|   -0.9575 |   -0.9262 |   -0.6727 |   -0.6012 |
+#> |.....................|   -0.9123 |   0.09974 |   -0.6678 |   -0.5134 |
+#> |.....................|   -0.2010 |   -0.4726 |...........|...........|
+#> |    U|     469.12263 |     100.8 |    -4.071 |   -0.9438 |    -2.383 |
+#> |.....................|    -4.058 |  -0.01105 |    0.8156 |   0.07768 |
+#> |.....................|    0.6728 |     3.147 |     1.555 |     1.595 |
+#> |.....................|     2.499 |     1.642 |...........|...........|
+#> |    X|     469.12263 |     100.8 |   0.01706 |    0.2801 |   0.09232 |
+#> |.....................|   0.01729 |    0.4972 |    0.8156 |   0.07768 |
+#> |.....................|    0.6728 |     3.147 |     1.555 |     1.595 |
+#> |.....................|     2.499 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |    -20.86 |    -4.532 |   -0.1251 |    0.1663 |
+#> |.....................|    0.1284 |  0.008177 |    -5.101 |    -3.487 |
+#> |.....................|   -0.2183 |    -2.137 |    -1.171 |   -0.2991 |
+#> |.....................|   -0.6817 |   -0.4261 |...........|...........|
+#> |   70|     469.02483 |     1.011 |   -0.9711 |   -0.9434 |   -0.9500 |
+#> |.....................|   -0.9569 |   -0.9263 |   -0.6616 |   -0.6038 |
+#> |.....................|   -0.9105 |    0.1111 |   -0.6656 |   -0.5157 |
+#> |.....................|   -0.2026 |   -0.4730 |...........|...........|
+#> |    U|     469.02483 |     101.1 |    -4.071 |   -0.9439 |    -2.383 |
+#> |.....................|    -4.057 |  -0.01105 |    0.8196 |   0.07759 |
+#> |.....................|    0.6741 |     3.165 |     1.558 |     1.592 |
+#> |.....................|     2.497 |     1.641 |...........|...........|
+#> |    X|     469.02483 |     101.1 |   0.01706 |    0.2801 |   0.09230 |
+#> |.....................|   0.01730 |    0.4972 |    0.8196 |   0.07759 |
+#> |.....................|    0.6741 |     3.165 |     1.558 |     1.592 |
+#> |.....................|     2.497 |     1.641 |...........|...........|
+#> |    F| Forward Diff. |     4.786 |    -2.589 |    0.2046 |   -0.1061 |
+#> |.....................|    0.1383 |  0.006373 |    -4.080 |    -2.588 |
+#> |.....................|   -0.1418 |    -1.956 |   -0.9118 |   -0.4226 |
+#> |.....................|   -0.7530 |   -0.4429 |...........|...........|
+#> |   71|     468.97618 |     1.009 |   -0.9710 |   -0.9439 |   -0.9494 |
+#> |.....................|   -0.9625 |   -0.9265 |   -0.6573 |   -0.5998 |
+#> |.....................|   -0.9085 |    0.1255 |   -0.6648 |   -0.5157 |
+#> |.....................|   -0.2015 |   -0.4719 |...........|...........|
+#> |    U|     468.97618 |     100.9 |    -4.071 |   -0.9443 |    -2.382 |
+#> |.....................|    -4.063 |  -0.01106 |    0.8212 |   0.07773 |
+#> |.....................|    0.6755 |     3.188 |     1.559 |     1.592 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    X|     468.97618 |     100.9 |   0.01706 |    0.2800 |   0.09236 |
+#> |.....................|   0.01721 |    0.4972 |    0.8212 |   0.07773 |
+#> |.....................|    0.6755 |     3.188 |     1.559 |     1.592 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |    -11.25 |    -3.431 |  -0.02518 |    0.1501 |
+#> |.....................|    -1.529 |  0.005347 |    -4.655 |    -3.448 |
+#> |.....................|   -0.3102 |    -2.013 |   -0.8937 |   -0.3742 |
+#> |.....................|   -0.7403 |   -0.4511 |...........|...........|
+#> |   72|     468.91299 |     1.010 |   -0.9702 |   -0.9444 |   -0.9496 |
+#> |.....................|   -0.9534 |   -0.9266 |   -0.6524 |   -0.5929 |
+#> |.....................|   -0.9051 |    0.1362 |   -0.6665 |   -0.5172 |
+#> |.....................|   -0.2029 |   -0.4725 |...........|...........|
+#> |    U|     468.91299 |     101.0 |    -4.070 |   -0.9448 |    -2.382 |
+#> |.....................|    -4.053 |  -0.01106 |    0.8230 |   0.07796 |
+#> |.....................|    0.6777 |     3.205 |     1.557 |     1.590 |
+#> |.....................|     2.496 |     1.642 |...........|...........|
+#> |    X|     468.91299 |     101.0 |   0.01707 |    0.2799 |   0.09234 |
+#> |.....................|   0.01736 |    0.4972 |    0.8230 |   0.07796 |
+#> |.....................|    0.6777 |     3.205 |     1.557 |     1.590 |
+#> |.....................|     2.496 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |    -8.129 |    -2.859 |  -0.02802 | -0.004107 |
+#> |.....................|     1.281 |  0.009120 |    -4.291 |    -2.058 |
+#> |.....................|   -0.1551 |    -2.052 |    -1.121 |   -0.5699 |
+#> |.....................|   -0.7547 |   -0.4743 |...........|...........|
+#> |   73|     471.25018 |     1.036 |   -0.9607 |   -0.9443 |   -0.9496 |
+#> |.....................|   -0.9576 |   -0.9266 |   -0.6382 |   -0.5860 |
+#> |.....................|   -0.9046 |    0.1430 |   -0.6628 |   -0.5153 |
+#> |.....................|   -0.2004 |   -0.4709 |...........|...........|
+#> |    U|     471.25018 |     103.6 |    -4.061 |   -0.9447 |    -2.382 |
+#> |.....................|    -4.058 |  -0.01106 |    0.8282 |   0.07819 |
+#> |.....................|    0.6781 |     3.216 |     1.562 |     1.593 |
+#> |.....................|     2.500 |     1.644 |...........|...........|
+#> |    X|     471.25018 |     103.6 |   0.01724 |    0.2800 |   0.09234 |
+#> |.....................|   0.01729 |    0.4972 |    0.8282 |   0.07819 |
+#> |.....................|    0.6781 |     3.216 |     1.562 |     1.593 |
+#> |.....................|     2.500 |     1.644 |...........|...........|
+#> |   74|     468.90555 |     1.012 |   -0.9692 |   -0.9444 |   -0.9496 |
+#> |.....................|   -0.9538 |   -0.9266 |   -0.6510 |   -0.5922 |
+#> |.....................|   -0.9050 |    0.1369 |   -0.6661 |   -0.5170 |
+#> |.....................|   -0.2027 |   -0.4723 |...........|...........|
+#> |    U|     468.90555 |     101.2 |    -4.069 |   -0.9448 |    -2.382 |
+#> |.....................|    -4.054 |  -0.01106 |    0.8235 |   0.07798 |
+#> |.....................|    0.6778 |     3.206 |     1.557 |     1.591 |
+#> |.....................|     2.497 |     1.642 |...........|...........|
+#> |    X|     468.90555 |     101.2 |   0.01709 |    0.2799 |   0.09234 |
+#> |.....................|   0.01736 |    0.4972 |    0.8235 |   0.07798 |
+#> |.....................|    0.6778 |     3.206 |     1.557 |     1.591 |
+#> |.....................|     2.497 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |     11.48 |    -1.027 |    0.1960 |   -0.1655 |
+#> |.....................|    0.9827 |  0.007474 |    -3.960 |    -2.226 |
+#> |.....................|   -0.2199 |    -2.046 |    -1.158 |   -0.6171 |
+#> |.....................|   -0.7493 |   -0.4797 |...........|...........|
+#> |   75|     468.88608 |     1.010 |   -0.9691 |   -0.9444 |   -0.9495 |
+#> |.....................|   -0.9542 |   -0.9266 |   -0.6497 |   -0.5917 |
+#> |.....................|   -0.9044 |    0.1391 |   -0.6659 |   -0.5166 |
+#> |.....................|   -0.2026 |   -0.4722 |...........|...........|
+#> |    U|     468.88608 |     101.0 |    -4.069 |   -0.9448 |    -2.382 |
+#> |.....................|    -4.054 |  -0.01106 |    0.8240 |   0.07799 |
+#> |.....................|    0.6782 |     3.210 |     1.558 |     1.591 |
+#> |.....................|     2.497 |     1.642 |...........|...........|
+#> |    X|     468.88608 |     101.0 |   0.01709 |    0.2799 |   0.09235 |
+#> |.....................|   0.01735 |    0.4972 |    0.8240 |   0.07799 |
+#> |.....................|    0.6782 |     3.210 |     1.558 |     1.591 |
+#> |.....................|     2.497 |     1.642 |...........|...........|
+#> |    F| Forward Diff. |    -2.784 |    -1.944 |  0.009889 |  -0.02065 |
+#> |.....................|    0.9781 |  0.008521 |    -3.685 |    -1.489 |
+#> |.....................|  -0.08345 |    -1.963 |   -0.9408 |   -0.4978 |
+#> |.....................|   -0.7271 |   -0.4658 |...........|...........|
+#> |   76|     468.87604 |     1.012 |   -0.9680 |   -0.9444 |   -0.9495 |
+#> |.....................|   -0.9547 |   -0.9266 |   -0.6476 |   -0.5909 |
+#> |.....................|   -0.9043 |    0.1402 |   -0.6654 |   -0.5163 |
+#> |.....................|   -0.2021 |   -0.4719 |...........|...........|
+#> |    U|     468.87604 |     101.2 |    -4.068 |   -0.9448 |    -2.382 |
+#> |.....................|    -4.055 |  -0.01106 |    0.8248 |   0.07802 |
+#> |.....................|    0.6783 |     3.211 |     1.558 |     1.591 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    X|     468.87604 |     101.2 |   0.01711 |    0.2799 |   0.09235 |
+#> |.....................|   0.01734 |    0.4972 |    0.8248 |   0.07802 |
+#> |.....................|    0.6783 |     3.211 |     1.558 |     1.591 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |     9.309 |   -0.5261 |    0.1314 |   -0.1053 |
+#> |.....................|    0.6891 |  0.007435 |    -3.809 |    -2.129 |
+#> |.....................|   -0.2297 |    -2.013 |    -1.108 |   -0.5855 |
+#> |.....................|   -0.7533 |   -0.4780 |...........|...........|
+#> |   77|     468.85962 |     1.010 |   -0.9680 |   -0.9444 |   -0.9495 |
+#> |.....................|   -0.9550 |   -0.9266 |   -0.6462 |   -0.5907 |
+#> |.....................|   -0.9037 |    0.1428 |   -0.6653 |   -0.5160 |
+#> |.....................|   -0.2020 |   -0.4717 |...........|...........|
+#> |    U|     468.85962 |     101.0 |    -4.068 |   -0.9448 |    -2.382 |
+#> |.....................|    -4.055 |  -0.01106 |    0.8253 |   0.07803 |
+#> |.....................|    0.6787 |     3.215 |     1.558 |     1.592 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    X|     468.85962 |     101.0 |   0.01711 |    0.2799 |   0.09235 |
+#> |.....................|   0.01734 |    0.4972 |    0.8253 |   0.07803 |
+#> |.....................|    0.6787 |     3.215 |     1.558 |     1.592 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |    -1.556 |    -1.258 | -0.007590 |  0.001179 |
+#> |.....................|    0.7035 |  0.008243 |    -4.446 |    -2.277 |
+#> |.....................|   -0.2406 |    -1.984 |    -1.075 |   -0.5476 |
+#> |.....................|   -0.7588 |   -0.4741 |...........|...........|
+#> |   78|     468.84535 |     1.011 |   -0.9673 |   -0.9444 |   -0.9495 |
+#> |.....................|   -0.9554 |   -0.9266 |   -0.6436 |   -0.5895 |
+#> |.....................|   -0.9036 |    0.1439 |   -0.6647 |   -0.5157 |
+#> |.....................|   -0.2016 |   -0.4714 |...........|...........|
+#> |    U|     468.84535 |     101.1 |    -4.067 |   -0.9448 |    -2.382 |
+#> |.....................|    -4.055 |  -0.01106 |    0.8262 |   0.07807 |
+#> |.....................|    0.6788 |     3.217 |     1.559 |     1.592 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    X|     468.84535 |     101.1 |   0.01712 |    0.2799 |   0.09235 |
+#> |.....................|   0.01733 |    0.4972 |    0.8262 |   0.07807 |
+#> |.....................|    0.6788 |     3.217 |     1.559 |     1.592 |
+#> |.....................|     2.498 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |     5.130 |   -0.4165 |   0.05789 |  -0.04298 |
+#> |.....................|    0.5152 |  0.007618 |    -4.342 |    -2.024 |
+#> |.....................|   -0.2412 |    -1.936 |   -0.8986 |   -0.4874 |
+#> |.....................|   -0.7551 |   -0.4761 |...........|...........|
+#> |   79|     468.83559 |     1.009 |   -0.9672 |   -0.9445 |   -0.9494 |
+#> |.....................|   -0.9556 |   -0.9266 |   -0.6414 |   -0.5890 |
+#> |.....................|   -0.9032 |    0.1455 |   -0.6647 |   -0.5153 |
+#> |.....................|   -0.2012 |   -0.4711 |...........|...........|
+#> |    U|     468.83559 |     100.9 |    -4.067 |   -0.9449 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01106 |    0.8270 |   0.07809 |
+#> |.....................|    0.6790 |     3.220 |     1.559 |     1.593 |
+#> |.....................|     2.499 |     1.643 |...........|...........|
+#> |    X|     468.83559 |     100.9 |   0.01713 |    0.2799 |   0.09236 |
+#> |.....................|   0.01733 |    0.4972 |    0.8270 |   0.07809 |
+#> |.....................|    0.6790 |     3.220 |     1.559 |     1.593 |
+#> |.....................|     2.499 |     1.643 |...........|...........|
+#> |    F| Forward Diff. |    -7.676 |    -1.212 |   -0.1115 |   0.08612 |
+#> |.....................|    0.5488 |  0.008589 |    -2.761 |    -2.165 |
+#> |.....................|   -0.2456 |    -1.924 |   -0.8622 |   -0.4413 |
+#> |.....................|   -0.7592 |   -0.4720 |...........|...........|
+#> |   80|     468.82320 |     1.011 |   -0.9670 |   -0.9445 |   -0.9494 |
+#> |.....................|   -0.9559 |   -0.9267 |   -0.6401 |   -0.5885 |
+#> |.....................|   -0.9025 |    0.1478 |   -0.6651 |   -0.5152 |
+#> |.....................|   -0.2008 |   -0.4708 |...........|...........|
+#> |    U|      468.8232 |     101.1 |    -4.067 |   -0.9449 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01106 |    0.8275 |   0.07810 |
+#> |.....................|    0.6795 |     3.223 |     1.559 |     1.593 |
+#> |.....................|     2.499 |     1.644 |...........|...........|
+#> |    X|      468.8232 |     101.1 |   0.01713 |    0.2799 |   0.09236 |
+#> |.....................|   0.01732 |    0.4972 |    0.8275 |   0.07810 |
+#> |.....................|    0.6795 |     3.223 |     1.559 |     1.593 |
+#> |.....................|     2.499 |     1.644 |...........|...........|
+#> |    F| Forward Diff. |     5.440 |   -0.1810 |   0.05193 |  -0.03082 |
+#> |.....................|    0.3483 |  0.007438 |    -3.541 |    -1.923 |
+#> |.....................|   -0.2409 |    -1.947 |    -1.058 |   -0.5469 |
+#> |.....................|   -0.7518 |   -0.4735 |...........|...........|
+#> |   81|     468.81154 |     1.010 |   -0.9671 |   -0.9445 |   -0.9493 |
+#> |.....................|   -0.9562 |   -0.9267 |   -0.6389 |   -0.5880 |
+#> |.....................|   -0.9017 |    0.1505 |   -0.6652 |   -0.5150 |
+#> |.....................|   -0.2005 |   -0.4704 |...........|...........|
+#> |    U|     468.81154 |     101.0 |    -4.067 |   -0.9449 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01106 |    0.8279 |   0.07812 |
+#> |.....................|    0.6800 |     3.228 |     1.559 |     1.593 |
+#> |.....................|     2.500 |     1.644 |...........|...........|
+#> |    X|     468.81154 |     101.0 |   0.01713 |    0.2799 |   0.09237 |
+#> |.....................|   0.01732 |    0.4972 |    0.8279 |   0.07812 |
+#> |.....................|    0.6800 |     3.228 |     1.559 |     1.593 |
+#> |.....................|     2.500 |     1.644 |...........|...........|
+#> |    F| Forward Diff. |    -2.875 |   -0.7736 |  -0.05343 |   0.05244 |
+#> |.....................|    0.3113 |  0.007978 |    -4.161 |    -2.012 |
+#> |.....................|   -0.2433 |    -1.896 |   -0.8853 |   -0.4539 |
+#> |.....................|   -0.7524 |   -0.4694 |...........|...........|
+#> |   82|     468.80001 |     1.011 |   -0.9668 |   -0.9445 |   -0.9493 |
+#> |.....................|   -0.9563 |   -0.9267 |   -0.6364 |   -0.5873 |
+#> |.....................|   -0.9013 |    0.1522 |   -0.6651 |   -0.5147 |
+#> |.....................|   -0.2001 |   -0.4701 |...........|...........|
+#> |    U|     468.80001 |     101.1 |    -4.067 |   -0.9449 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01106 |    0.8288 |   0.07814 |
+#> |.....................|    0.6803 |     3.230 |     1.559 |     1.593 |
+#> |.....................|     2.501 |     1.645 |...........|...........|
+#> |    X|     468.80001 |     101.1 |   0.01713 |    0.2799 |   0.09237 |
+#> |.....................|   0.01731 |    0.4972 |    0.8288 |   0.07814 |
+#> |.....................|    0.6803 |     3.230 |     1.559 |     1.593 |
+#> |.....................|     2.501 |     1.645 |...........|...........|
+#> |    F| Forward Diff. |     6.046 |   0.03721 |   0.05257 |  -0.02595 |
+#> |.....................|    0.1943 |  0.007238 |    -2.985 |    -2.233 |
+#> |.....................|   -0.3122 |    -1.891 |   -0.9609 |   -0.5652 |
+#> |.....................|   -0.8019 |   -0.4712 |...........|...........|
+#> |   83|     468.79133 |     1.009 |   -0.9669 |   -0.9445 |   -0.9492 |
+#> |.....................|   -0.9565 |   -0.9267 |   -0.6348 |   -0.5869 |
+#> |.....................|   -0.9006 |    0.1543 |   -0.6654 |   -0.5144 |
+#> |.....................|   -0.1996 |   -0.4698 |...........|...........|
+#> |    U|     468.79133 |     100.9 |    -4.067 |   -0.9449 |    -2.382 |
+#> |.....................|    -4.056 |  -0.01106 |    0.8294 |   0.07816 |
+#> |.....................|    0.6807 |     3.234 |     1.558 |     1.594 |
+#> |.....................|     2.501 |     1.645 |...........|...........|
+#> |    X|     468.79133 |     100.9 |   0.01713 |    0.2799 |   0.09237 |
+#> |.....................|   0.01731 |    0.4972 |    0.8294 |   0.07816 |
+#> |.....................|    0.6807 |     3.234 |     1.558 |     1.594 |
+#> |.....................|     2.501 |     1.645 |...........|...........|
+#> |    F| Forward Diff. |    -7.226 |   -0.9038 |   -0.1166 |    0.1039 |
+#> |.....................|    0.2475 |  0.008246 |    -3.388 |    -1.948 |
+#> |.....................|   -0.2420 |    -1.872 |   -0.8620 |   -0.4291 |
+#> |.....................|   -0.7186 |   -0.4561 |...........|...........|
+#> |   84|     468.77848 |     1.011 |   -0.9668 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9568 |   -0.9267 |   -0.6338 |   -0.5863 |
+#> |.....................|   -0.8997 |    0.1569 |   -0.6658 |   -0.5142 |
+#> |.....................|   -0.1992 |   -0.4695 |...........|...........|
+#> |    U|     468.77848 |     101.1 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8298 |   0.07818 |
+#> |.....................|    0.6814 |     3.238 |     1.558 |     1.594 |
+#> |.....................|     2.502 |     1.645 |...........|...........|
+#> |    X|     468.77848 |     101.1 |   0.01713 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8298 |   0.07818 |
+#> |.....................|    0.6814 |     3.238 |     1.558 |     1.594 |
+#> |.....................|     2.502 |     1.645 |...........|...........|
+#> |    F| Forward Diff. |     2.503 |   -0.1762 |  0.005994 |   0.01651 |
+#> |.....................|   0.06327 |  0.007339 |    -4.407 |    -2.185 |
+#> |.....................|   -0.3133 |    -1.836 |   -0.8110 |   -0.4803 |
+#> |.....................|   -0.7946 |   -0.4665 |...........|...........|
+#> |   85|     468.76805 |     1.010 |   -0.9668 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9569 |   -0.9267 |   -0.6312 |   -0.5853 |
+#> |.....................|   -0.8993 |    0.1583 |   -0.6657 |   -0.5139 |
+#> |.....................|   -0.1987 |   -0.4691 |...........|...........|
+#> |    U|     468.76805 |     101.0 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8307 |   0.07821 |
+#> |.....................|    0.6816 |     3.240 |     1.558 |     1.594 |
+#> |.....................|     2.503 |     1.646 |...........|...........|
+#> |    X|     468.76805 |     101.0 |   0.01713 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8307 |   0.07821 |
+#> |.....................|    0.6816 |     3.240 |     1.558 |     1.594 |
+#> |.....................|     2.503 |     1.646 |...........|...........|
+#> |    F| Forward Diff. |    -5.980 |   -0.7098 |   -0.1045 |    0.1001 |
+#> |.....................|    0.1097 |  0.008007 |    -2.998 |    -1.799 |
+#> |.....................|   -0.2421 |    -1.902 |    -1.021 |   -0.4929 |
+#> |.....................|   -0.7234 |   -0.4545 |...........|...........|
+#> |   86|     468.76178 |     1.012 |   -0.9666 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9569 |   -0.9268 |   -0.6296 |   -0.5849 |
+#> |.....................|   -0.8987 |    0.1602 |   -0.6657 |   -0.5136 |
+#> |.....................|   -0.1982 |   -0.4689 |...........|...........|
+#> |    U|     468.76178 |     101.2 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8313 |   0.07822 |
+#> |.....................|    0.6820 |     3.243 |     1.558 |     1.595 |
+#> |.....................|     2.503 |     1.646 |...........|...........|
+#> |    X|     468.76178 |     101.2 |   0.01714 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8313 |   0.07822 |
+#> |.....................|    0.6820 |     3.243 |     1.558 |     1.595 |
+#> |.....................|     2.503 |     1.646 |...........|...........|
+#> |    F| Forward Diff. |     9.381 |    0.4945 |   0.08709 |  -0.04347 |
+#> |.....................|  -0.04178 |  0.006758 |    -3.785 |    -1.947 |
+#> |.....................|   -0.3007 |    -1.819 |   -0.8940 |   -0.4901 |
+#> |.....................|   -0.7836 |   -0.4662 |...........|...........|
+#> |   87|     468.74724 |     1.010 |   -0.9668 |   -0.9447 |   -0.9491 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6284 |   -0.5849 |
+#> |.....................|   -0.8978 |    0.1628 |   -0.6658 |   -0.5134 |
+#> |.....................|   -0.1979 |   -0.4686 |...........|...........|
+#> |    U|     468.74724 |     101.0 |    -4.067 |   -0.9451 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8318 |   0.07822 |
+#> |.....................|    0.6827 |     3.247 |     1.558 |     1.595 |
+#> |.....................|     2.504 |     1.646 |...........|...........|
+#> |    X|     468.74724 |     101.0 |   0.01713 |    0.2799 |   0.09239 |
+#> |.....................|   0.01730 |    0.4972 |    0.8318 |   0.07822 |
+#> |.....................|    0.6827 |     3.247 |     1.558 |     1.595 |
+#> |.....................|     2.504 |     1.646 |...........|...........|
+#> |    F| Forward Diff. |    -1.251 |   -0.3146 |  -0.04610 |   0.05724 |
+#> |.....................|   0.02086 |  0.007590 |    -4.230 |    -2.098 |
+#> |.....................|   -0.3136 |    -1.833 |   -0.9365 |   -0.5244 |
+#> |.....................|   -0.7857 |   -0.4618 |...........|...........|
+#> |   88|     468.73570 |     1.011 |   -0.9666 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6257 |   -0.5836 |
+#> |.....................|   -0.8976 |    0.1639 |   -0.6652 |   -0.5131 |
+#> |.....................|   -0.1974 |   -0.4683 |...........|...........|
+#> |    U|      468.7357 |     101.1 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8327 |   0.07827 |
+#> |.....................|    0.6828 |     3.249 |     1.559 |     1.595 |
+#> |.....................|     2.504 |     1.647 |...........|...........|
+#> |    X|      468.7357 |     101.1 |   0.01714 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8327 |   0.07827 |
+#> |.....................|    0.6828 |     3.249 |     1.559 |     1.595 |
+#> |.....................|     2.504 |     1.647 |...........|...........|
+#> |    F| Forward Diff. |     4.473 |    0.2106 |   0.02342 |  0.003517 |
+#> |.....................|  -0.03354 |  0.007130 |    -3.431 |    -1.904 |
+#> |.....................|   -0.3114 |    -1.829 |   -0.9161 |   -0.5352 |
+#> |.....................|   -0.7806 |   -0.4641 |...........|...........|
+#> |   89|     468.73562 |     1.009 |   -0.9667 |   -0.9447 |   -0.9491 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6239 |   -0.5826 |
+#> |.....................|   -0.8973 |    0.1651 |   -0.6648 |   -0.5128 |
+#> |.....................|   -0.1970 |   -0.4681 |...........|...........|
+#> |    U|     468.73562 |     100.9 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8334 |   0.07830 |
+#> |.....................|    0.6830 |     3.251 |     1.559 |     1.596 |
+#> |.....................|     2.505 |     1.647 |...........|...........|
+#> |    X|     468.73562 |     100.9 |   0.01713 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8334 |   0.07830 |
+#> |.....................|    0.6830 |     3.251 |     1.559 |     1.596 |
+#> |.....................|     2.505 |     1.647 |...........|...........|
+#> |    C| Central Diff. |    -12.26 |    -1.176 |   -0.2138 |    0.1217 |
+#> |.....................|  -0.02157 |  0.008077 |    -2.776 |    -1.301 |
+#> |.....................|   -0.1367 |    -1.738 |   -0.7465 |   -0.4531 |
+#> |.....................|   -0.7359 |   -0.4611 |...........|...........|
+#> |   90|     468.72331 |     1.010 |   -0.9665 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6235 |   -0.5825 |
+#> |.....................|   -0.8973 |    0.1654 |   -0.6647 |   -0.5127 |
+#> |.....................|   -0.1969 |   -0.4680 |...........|...........|
+#> |    U|     468.72331 |     101.0 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8335 |   0.07831 |
+#> |.....................|    0.6830 |     3.251 |     1.559 |     1.596 |
+#> |.....................|     2.505 |     1.647 |...........|...........|
+#> |    X|     468.72331 |     101.0 |   0.01714 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8335 |   0.07831 |
+#> |.....................|    0.6830 |     3.251 |     1.559 |     1.596 |
+#> |.....................|     2.505 |     1.647 |...........|...........|
+#> |    F| Forward Diff. |   -0.3583 |  -0.08989 |  -0.03828 |   0.04946 |
+#> |.....................|  0.006154 |  0.007526 |    -3.405 |    -1.898 |
+#> |.....................|   -0.3214 |    -1.836 |   -0.8751 |   -0.5118 |
+#> |.....................|   -0.7778 |   -0.4622 |...........|...........|
+#> |   91|     468.71715 |     1.011 |   -0.9665 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6223 |   -0.5817 |
+#> |.....................|   -0.8972 |    0.1661 |   -0.6643 |   -0.5125 |
+#> |.....................|   -0.1966 |   -0.4678 |...........|...........|
+#> |    U|     468.71715 |     101.1 |    -4.067 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8340 |   0.07833 |
+#> |.....................|    0.6831 |     3.252 |     1.560 |     1.596 |
+#> |.....................|     2.506 |     1.647 |...........|...........|
+#> |    X|     468.71715 |     101.1 |   0.01714 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8340 |   0.07833 |
+#> |.....................|    0.6831 |     3.252 |     1.560 |     1.596 |
+#> |.....................|     2.506 |     1.647 |...........|...........|
+#> |   92|     468.70862 |     1.011 |   -0.9665 |   -0.9446 |   -0.9492 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6204 |   -0.5807 |
+#> |.....................|   -0.8970 |    0.1671 |   -0.6639 |   -0.5123 |
+#> |.....................|   -0.1962 |   -0.4676 |...........|...........|
+#> |    U|     468.70862 |     101.1 |    -4.066 |   -0.9450 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8347 |   0.07836 |
+#> |.....................|    0.6832 |     3.254 |     1.560 |     1.596 |
+#> |.....................|     2.506 |     1.648 |...........|...........|
+#> |    X|     468.70862 |     101.1 |   0.01714 |    0.2799 |   0.09238 |
+#> |.....................|   0.01730 |    0.4972 |    0.8347 |   0.07836 |
+#> |.....................|    0.6832 |     3.254 |     1.560 |     1.596 |
+#> |.....................|     2.506 |     1.648 |...........|...........|
+#> |   93|     468.69301 |     1.011 |   -0.9664 |   -0.9446 |   -0.9493 |
+#> |.....................|   -0.9570 |   -0.9268 |   -0.6166 |   -0.5786 |
+#> |.....................|   -0.8967 |    0.1691 |   -0.6629 |   -0.5117 |
+#> |.....................|   -0.1953 |   -0.4671 |...........|...........|
+#> |    U|     468.69301 |     101.1 |    -4.066 |   -0.9449 |    -2.382 |
+#> |.....................|    -4.057 |  -0.01106 |    0.8361 |   0.07843 |
+#> |.....................|    0.6834 |     3.257 |     1.562 |     1.597 |
+#> |.....................|     2.508 |     1.648 |...........|...........|
+#> |    X|     468.69301 |     101.1 |   0.01714 |    0.2799 |   0.09237 |
+#> |.....................|   0.01730 |    0.4972 |    0.8361 |   0.07843 |
+#> |.....................|    0.6834 |     3.257 |     1.562 |     1.597 |
+#> |.....................|     2.508 |     1.648 |...........|...........|
+#> |    F| Forward Diff. |     5.000 |    0.4463 |   0.03173 | -0.005614 |
+#> |.....................|  -0.04729 |  0.007073 |    -3.041 |    -1.513 |
+#> |.....................|   -0.3269 |    -1.766 |   -0.6347 |   -0.4208 |
+#> |.....................|   -0.7611 |   -0.4631 |...........|...........|
+#> |   94|     468.66018 |     1.011 |   -0.9666 |   -0.9442 |   -0.9484 |
+#> |.....................|   -0.9562 |   -0.9269 |   -0.6101 |   -0.5828 |
+#> |.....................|   -0.8947 |    0.1828 |   -0.6704 |   -0.5138 |
+#> |.....................|   -0.1918 |   -0.4639 |...........|...........|
+#> |    U|     468.66018 |     101.1 |    -4.067 |   -0.9446 |    -2.381 |
+#> |.....................|    -4.056 |  -0.01106 |    0.8385 |   0.07829 |
+#> |.....................|    0.6847 |     3.279 |     1.552 |     1.594 |
+#> |.....................|     2.513 |     1.652 |...........|...........|
+#> |    X|     468.66018 |     101.1 |   0.01714 |    0.2800 |   0.09245 |
+#> |.....................|   0.01731 |    0.4972 |    0.8385 |   0.07829 |
+#> |.....................|    0.6847 |     3.279 |     1.552 |     1.594 |
+#> |.....................|     2.513 |     1.652 |...........|...........|
+#> |   95|     468.61872 |     1.011 |   -0.9669 |   -0.9434 |   -0.9467 |
+#> |.....................|   -0.9547 |   -0.9271 |   -0.5984 |   -0.5914 |
+#> |.....................|   -0.8911 |    0.2086 |   -0.6849 |   -0.5181 |
+#> |.....................|   -0.1852 |   -0.4581 |...........|...........|
+#> |    U|     468.61872 |     101.1 |    -4.067 |   -0.9439 |    -2.379 |
+#> |.....................|    -4.055 |  -0.01106 |    0.8427 |   0.07801 |
+#> |.....................|    0.6872 |     3.320 |     1.534 |     1.589 |
+#> |.....................|     2.523 |     1.658 |...........|...........|
+#> |    X|     468.61872 |     101.1 |   0.01713 |    0.2801 |   0.09261 |
+#> |.....................|   0.01734 |    0.4972 |    0.8427 |   0.07801 |
+#> |.....................|    0.6872 |     3.320 |     1.534 |     1.589 |
+#> |.....................|     2.523 |     1.658 |...........|...........|
+#> |    F| Forward Diff. |     3.484 |    0.5384 |   0.08463 |   0.09865 |
+#> |.....................|    0.7055 |  0.007848 |    -2.909 |    -1.559 |
+#> |.....................|   -0.2162 |    -1.642 |    -1.728 |   -0.7121 |
+#> |.....................|   -0.5947 |   -0.3648 |...........|...........|
+#> |   96|     468.58548 |     1.008 |   -0.9690 |   -0.9515 |   -0.9524 |
+#> |.....................|   -0.9418 |   -0.9281 |   -0.5713 |   -0.6320 |
+#> |.....................|   -0.8823 |    0.2961 |   -0.6589 |   -0.5284 |
+#> |.....................|   -0.1884 |   -0.4503 |...........|...........|
+#> |    U|     468.58548 |     100.8 |    -4.069 |   -0.9515 |    -2.385 |
+#> |.....................|    -4.042 |  -0.01107 |    0.8526 |   0.07665 |
+#> |.....................|    0.6931 |     3.458 |     1.567 |     1.578 |
+#> |.....................|     2.518 |     1.667 |...........|...........|
+#> |    X|     468.58548 |     100.8 |   0.01709 |    0.2786 |   0.09208 |
+#> |.....................|   0.01757 |    0.4972 |    0.8526 |   0.07665 |
+#> |.....................|    0.6931 |     3.458 |     1.567 |     1.578 |
+#> |.....................|     2.518 |     1.667 |...........|...........|
+#> |    F| Forward Diff. |    -20.63 |    -1.258 |   -0.4941 |   -0.2790 |
+#> |.....................|     5.133 |   0.01399 |    -2.360 |    -3.936 |
+#> |.....................|  -0.04374 |    -1.146 |   -0.2901 |    -1.004 |
+#> |.....................|   -0.6864 |   -0.2503 |...........|...........|
+#> |   97|     468.42330 |     1.011 |   -0.9777 |   -0.9596 |   -0.9476 |
+#> |.....................|   -0.9583 |   -0.9295 |   -0.5827 |   -0.6211 |
+#> |.....................|   -0.8760 |    0.3979 |   -0.6632 |   -0.5247 |
+#> |.....................|   -0.1834 |   -0.4404 |...........|...........|
+#> |    U|      468.4233 |     101.1 |    -4.078 |   -0.9591 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01109 |    0.8485 |   0.07701 |
+#> |.....................|    0.6974 |     3.619 |     1.561 |     1.582 |
+#> |.....................|     2.525 |     1.679 |...........|...........|
+#> |    X|      468.4233 |     101.1 |   0.01695 |    0.2771 |   0.09253 |
+#> |.....................|   0.01728 |    0.4972 |    0.8485 |   0.07701 |
+#> |.....................|    0.6974 |     3.619 |     1.561 |     1.582 |
+#> |.....................|     2.525 |     1.679 |...........|...........|
+#> |    F| Forward Diff. |    -2.203 |    -3.445 |   -0.3661 |   -0.1876 |
+#> |.....................|   -0.3413 |  0.004713 |    -2.617 |    -2.520 |
+#> |.....................|   0.09908 |   -0.8887 |   -0.1336 |   -0.9981 |
+#> |.....................|   -0.6593 |   -0.1712 |...........|...........|
+#> |   98|     468.44544 |     1.015 |   -0.9711 |   -0.9083 |   -0.9392 |
+#> |.....................|   -0.9571 |   -0.9308 |   -0.5728 |   -0.6140 |
+#> |.....................|   -0.9111 |    0.4459 |   -0.6774 |   -0.4582 |
+#> |.....................|   -0.1728 |   -0.4486 |...........|...........|
+#> |    U|     468.44544 |     101.5 |    -4.071 |   -0.9109 |    -2.372 |
+#> |.....................|    -4.057 |  -0.01110 |    0.8520 |   0.07725 |
+#> |.....................|    0.6737 |     3.695 |     1.543 |     1.658 |
+#> |.....................|     2.541 |     1.669 |...........|...........|
+#> |    X|     468.44544 |     101.5 |   0.01706 |    0.2868 |   0.09331 |
+#> |.....................|   0.01730 |    0.4972 |    0.8520 |   0.07725 |
+#> |.....................|    0.6737 |     3.695 |     1.543 |     1.658 |
+#> |.....................|     2.541 |     1.669 |...........|...........|
+#> |   99|     468.45245 |     1.016 |   -0.9696 |   -0.9377 |   -0.9438 |
+#> |.....................|   -0.9573 |   -0.9300 |   -0.5745 |   -0.6143 |
+#> |.....................|   -0.8908 |    0.4193 |   -0.6689 |   -0.4955 |
+#> |.....................|   -0.1780 |   -0.4435 |...........|...........|
+#> |    U|     468.45245 |     101.6 |    -4.070 |   -0.9385 |    -2.376 |
+#> |.....................|    -4.057 |  -0.01109 |    0.8514 |   0.07724 |
+#> |.....................|    0.6874 |     3.653 |     1.554 |     1.615 |
+#> |.....................|     2.533 |     1.675 |...........|...........|
+#> |    X|     468.45245 |     101.6 |   0.01708 |    0.2812 |   0.09288 |
+#> |.....................|   0.01730 |    0.4972 |    0.8514 |   0.07724 |
+#> |.....................|    0.6874 |     3.653 |     1.554 |     1.615 |
+#> |.....................|     2.533 |     1.675 |...........|...........|
+#> |  100|     468.50368 |     1.017 |   -0.9688 |   -0.9537 |   -0.9463 |
+#> |.....................|   -0.9573 |   -0.9296 |   -0.5755 |   -0.6144 |
+#> |.....................|   -0.8797 |    0.4047 |   -0.6643 |   -0.5158 |
+#> |.....................|   -0.1808 |   -0.4408 |...........|...........|
+#> |    U|     468.50368 |     101.7 |    -4.069 |   -0.9536 |    -2.379 |
+#> |.....................|    -4.057 |  -0.01109 |    0.8511 |   0.07724 |
+#> |.....................|    0.6949 |     3.630 |     1.560 |     1.592 |
+#> |.....................|     2.529 |     1.678 |...........|...........|
+#> |    X|     468.50368 |     101.7 |   0.01710 |    0.2782 |   0.09265 |
+#> |.....................|   0.01729 |    0.4972 |    0.8511 |   0.07724 |
+#> |.....................|    0.6949 |     3.630 |     1.560 |     1.592 |
+#> |.....................|     2.529 |     1.678 |...........|...........|
+#> |  101|     468.41664 |     1.014 |   -0.9744 |   -0.9593 |   -0.9474 |
+#> |.....................|   -0.9580 |   -0.9295 |   -0.5802 |   -0.6187 |
+#> |.....................|   -0.8761 |    0.3987 |   -0.6631 |   -0.5237 |
+#> |.....................|   -0.1828 |   -0.4402 |...........|...........|
+#> |    U|     468.41664 |     101.4 |    -4.074 |   -0.9588 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01109 |    0.8494 |   0.07709 |
+#> |.....................|    0.6973 |     3.620 |     1.561 |     1.583 |
+#> |.....................|     2.526 |     1.679 |...........|...........|
+#> |    X|     468.41664 |     101.4 |   0.01700 |    0.2771 |   0.09254 |
+#> |.....................|   0.01728 |    0.4972 |    0.8494 |   0.07709 |
+#> |.....................|    0.6973 |     3.620 |     1.561 |     1.583 |
+#> |.....................|     2.526 |     1.679 |...........|...........|
+#> |    F| Forward Diff. |     15.72 |  -0.02243 |   -0.2559 |   -0.2642 |
+#> |.....................|   -0.4515 |  0.003975 |    -3.178 |    -2.839 |
+#> |.....................|  -0.02889 |   -0.8526 |   -0.3239 |    -1.069 |
+#> |.....................|   -0.6251 |   -0.1666 |...........|...........|
+#> |  102|     468.39161 |     1.011 |   -0.9744 |   -0.9571 |   -0.9468 |
+#> |.....................|   -0.9580 |   -0.9295 |   -0.5795 |   -0.6181 |
+#> |.....................|   -0.8777 |    0.4014 |   -0.6637 |   -0.5208 |
+#> |.....................|   -0.1824 |   -0.4404 |...........|...........|
+#> |    U|     468.39161 |     101.1 |    -4.074 |   -0.9567 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01109 |    0.8496 |   0.07711 |
+#> |.....................|    0.6962 |     3.624 |     1.561 |     1.586 |
+#> |.....................|     2.527 |     1.679 |...........|...........|
+#> |    X|     468.39161 |     101.1 |   0.01700 |    0.2775 |   0.09260 |
+#> |.....................|   0.01728 |    0.4972 |    0.8496 |   0.07711 |
+#> |.....................|    0.6962 |     3.624 |     1.561 |     1.586 |
+#> |.....................|     2.527 |     1.679 |...........|...........|
+#> |    F| Forward Diff. |   -0.3129 |    -1.347 |   -0.3359 |  -0.08922 |
+#> |.....................|   -0.3284 |  0.005471 |    -2.643 |    -3.028 |
+#> |.....................|  -0.08821 |   -0.8778 |   -0.3083 |   -0.9349 |
+#> |.....................|   -0.6501 |   -0.1781 |...........|...........|
+#> |  103|     468.37315 |     1.012 |   -0.9728 |   -0.9567 |   -0.9467 |
+#> |.....................|   -0.9576 |   -0.9295 |   -0.5763 |   -0.6144 |
+#> |.....................|   -0.8776 |    0.4024 |   -0.6633 |   -0.5197 |
+#> |.....................|   -0.1816 |   -0.4402 |...........|...........|
+#> |    U|     468.37315 |     101.2 |    -4.073 |   -0.9564 |    -2.379 |
+#> |.....................|    -4.058 |  -0.01109 |    0.8508 |   0.07724 |
+#> |.....................|    0.6963 |     3.626 |     1.561 |     1.588 |
+#> |.....................|     2.528 |     1.679 |...........|...........|
+#> |    X|     468.37315 |     101.2 |   0.01703 |    0.2776 |   0.09261 |
+#> |.....................|   0.01729 |    0.4972 |    0.8508 |   0.07724 |
+#> |.....................|    0.6963 |     3.626 |     1.561 |     1.588 |
+#> |.....................|     2.528 |     1.679 |...........|...........|
+#> |    F| Forward Diff. |     3.643 |  -0.05906 |   -0.3284 |  -0.08464 |
+#> |.....................|   -0.2659 |  0.005628 |    -2.441 |    -2.741 |
+#> |.....................|   -0.1033 |   -0.8597 |   -0.2783 |   -0.9091 |
+#> |.....................|   -0.6423 |   -0.1835 |...........|...........|
+#> |  104|     468.35774 |     1.011 |   -0.9727 |   -0.9524 |   -0.9471 |
+#> |.....................|   -0.9577 |   -0.9297 |   -0.5762 |   -0.6128 |
+#> |.....................|   -0.8791 |    0.4096 |   -0.6644 |   -0.5136 |
+#> |.....................|   -0.1797 |   -0.4410 |...........|...........|
+#> |    U|     468.35774 |     101.1 |    -4.073 |   -0.9523 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01109 |    0.8508 |   0.07729 |
+#> |.....................|    0.6953 |     3.637 |     1.560 |     1.595 |
+#> |.....................|     2.531 |     1.678 |...........|...........|
+#> |    X|     468.35774 |     101.1 |   0.01703 |    0.2784 |   0.09257 |
+#> |.....................|   0.01729 |    0.4972 |    0.8508 |   0.07729 |
+#> |.....................|    0.6953 |     3.637 |     1.560 |     1.595 |
+#> |.....................|     2.531 |     1.678 |...........|...........|
+#> |    F| Forward Diff. |    -4.235 |   -0.7549 |   -0.2072 |  -0.03117 |
+#> |.....................|   -0.2512 |  0.006470 |    -2.488 |    -2.805 |
+#> |.....................|   -0.1485 |   -0.7903 |   -0.1532 |   -0.6368 |
+#> |.....................|   -0.5813 |   -0.1871 |...........|...........|
+#> |  105|     468.34230 |     1.012 |   -0.9728 |   -0.9537 |   -0.9473 |
+#> |.....................|   -0.9580 |   -0.9300 |   -0.5748 |   -0.6111 |
+#> |.....................|   -0.8817 |    0.4177 |   -0.6661 |   -0.5086 |
+#> |.....................|   -0.1765 |   -0.4413 |...........|...........|
+#> |    U|      468.3423 |     101.2 |    -4.073 |   -0.9535 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01109 |    0.8513 |   0.07735 |
+#> |.....................|    0.6935 |     3.650 |     1.558 |     1.600 |
+#> |.....................|     2.535 |     1.678 |...........|...........|
+#> |    X|      468.3423 |     101.2 |   0.01703 |    0.2782 |   0.09256 |
+#> |.....................|   0.01728 |    0.4972 |    0.8513 |   0.07735 |
+#> |.....................|    0.6935 |     3.650 |     1.558 |     1.600 |
+#> |.....................|     2.535 |     1.678 |...........|...........|
+#> |    F| Forward Diff. |     5.528 |    0.1613 |   -0.1518 |   -0.1427 |
+#> |.....................|   -0.4211 |  0.005662 |    -2.339 |    -2.549 |
+#> |.....................|   -0.1833 |   -0.8387 |   -0.3838 |   -0.5791 |
+#> |.....................|   -0.5586 |   -0.2081 |...........|...........|
+#> |  106|     468.32828 |     1.011 |   -0.9730 |   -0.9582 |   -0.9446 |
+#> |.....................|   -0.9579 |   -0.9303 |   -0.5739 |   -0.6081 |
+#> |.....................|   -0.8827 |    0.4247 |   -0.6653 |   -0.5110 |
+#> |.....................|   -0.1721 |   -0.4394 |...........|...........|
+#> |    U|     468.32828 |     101.1 |    -4.073 |   -0.9578 |    -2.377 |
+#> |.....................|    -4.058 |  -0.01110 |    0.8517 |   0.07745 |
+#> |.....................|    0.6929 |     3.661 |     1.559 |     1.598 |
+#> |.....................|     2.542 |     1.680 |...........|...........|
+#> |    X|     468.32828 |     101.1 |   0.01703 |    0.2773 |   0.09281 |
+#> |.....................|   0.01729 |    0.4972 |    0.8517 |   0.07745 |
+#> |.....................|    0.6929 |     3.661 |     1.559 |     1.598 |
+#> |.....................|     2.542 |     1.680 |...........|...........|
+#> |    F| Forward Diff. |    -1.625 |   -0.2716 |   -0.4478 |   0.07059 |
+#> |.....................|   -0.3746 |  0.006164 |    -2.097 |    -1.611 |
+#> |.....................|  -0.05708 |   -0.8042 |   -0.2658 |   -0.6338 |
+#> |.....................|   -0.5023 |   -0.1867 |...........|...........|
+#> |  107|     468.31633 |     1.012 |   -0.9727 |   -0.9524 |   -0.9447 |
+#> |.....................|   -0.9580 |   -0.9305 |   -0.5707 |   -0.6067 |
+#> |.....................|   -0.8839 |    0.4327 |   -0.6650 |   -0.5105 |
+#> |.....................|   -0.1703 |   -0.4382 |...........|...........|
+#> |    U|     468.31633 |     101.2 |    -4.073 |   -0.9523 |    -2.377 |
+#> |.....................|    -4.058 |  -0.01110 |    0.8528 |   0.07749 |
+#> |.....................|    0.6921 |     3.674 |     1.559 |     1.598 |
+#> |.....................|     2.545 |     1.681 |...........|...........|
+#> |    X|     468.31633 |     101.2 |   0.01703 |    0.2784 |   0.09280 |
+#> |.....................|   0.01728 |    0.4972 |    0.8528 |   0.07749 |
+#> |.....................|    0.6921 |     3.674 |     1.559 |     1.598 |
+#> |.....................|     2.545 |     1.681 |...........|...........|
+#> |    F| Forward Diff. |     8.853 |    0.6395 |  -0.04718 |  -0.01095 |
+#> |.....................|   -0.5142 |  0.005281 |    -1.984 |    -1.469 |
+#> |.....................|  -0.06825 |   -0.7616 |   -0.1275 |   -0.5767 |
+#> |.....................|   -0.4529 |   -0.1729 |...........|...........|
+#> |  108|     468.30195 |     1.011 |   -0.9730 |   -0.9497 |   -0.9482 |
+#> |.....................|   -0.9586 |   -0.9308 |   -0.5675 |   -0.6075 |
+#> |.....................|   -0.8868 |    0.4402 |   -0.6670 |   -0.5066 |
+#> |.....................|   -0.1704 |   -0.4381 |...........|...........|
+#> |    U|     468.30195 |     101.1 |    -4.073 |   -0.9498 |    -2.381 |
+#> |.....................|    -4.059 |  -0.01110 |    0.8540 |   0.07747 |
+#> |.....................|    0.6901 |     3.686 |     1.556 |     1.603 |
+#> |.....................|     2.544 |     1.681 |...........|...........|
+#> |    X|     468.30195 |     101.1 |   0.01703 |    0.2789 |   0.09247 |
+#> |.....................|   0.01727 |    0.4972 |    0.8540 |   0.07747 |
+#> |.....................|    0.6901 |     3.686 |     1.556 |     1.603 |
+#> |.....................|     2.544 |     1.681 |...........|...........|
+#> |    F| Forward Diff. |    -1.407 |   -0.4624 |  -0.02880 |   -0.1214 |
+#> |.....................|   -0.5499 |  0.005628 |    -1.325 |    -1.518 |
+#> |.....................|   -0.1161 |   -0.7707 |   -0.3300 |   -0.4912 |
+#> |.....................|   -0.4772 |   -0.1931 |...........|...........|
+#> |  109|     468.29210 |     1.012 |   -0.9733 |   -0.9523 |   -0.9459 |
+#> |.....................|   -0.9581 |   -0.9311 |   -0.5658 |   -0.6073 |
+#> |.....................|   -0.8878 |    0.4488 |   -0.6682 |   -0.5015 |
+#> |.....................|   -0.1697 |   -0.4385 |...........|...........|
+#> |    U|      468.2921 |     101.2 |    -4.073 |   -0.9523 |    -2.379 |
+#> |.....................|    -4.058 |  -0.01111 |    0.8546 |   0.07747 |
+#> |.....................|    0.6894 |     3.699 |     1.555 |     1.608 |
+#> |.....................|     2.546 |     1.681 |...........|...........|
+#> |    X|      468.2921 |     101.2 |   0.01702 |    0.2784 |   0.09269 |
+#> |.....................|   0.01728 |    0.4972 |    0.8546 |   0.07747 |
+#> |.....................|    0.6894 |     3.699 |     1.555 |     1.608 |
+#> |.....................|     2.546 |     1.681 |...........|...........|
+#> |  110|     468.28540 |     1.012 |   -0.9739 |   -0.9554 |   -0.9432 |
+#> |.....................|   -0.9581 |   -0.9314 |   -0.5648 |   -0.6081 |
+#> |.....................|   -0.8889 |    0.4579 |   -0.6697 |   -0.4962 |
+#> |.....................|   -0.1692 |   -0.4390 |...........|...........|
+#> |    U|      468.2854 |     101.2 |    -4.074 |   -0.9551 |    -2.376 |
+#> |.....................|    -4.058 |  -0.01111 |    0.8550 |   0.07745 |
+#> |.....................|    0.6886 |     3.714 |     1.553 |     1.615 |
+#> |.....................|     2.546 |     1.680 |...........|...........|
+#> |    X|      468.2854 |     101.2 |   0.01701 |    0.2779 |   0.09293 |
+#> |.....................|   0.01728 |    0.4972 |    0.8550 |   0.07745 |
+#> |.....................|    0.6886 |     3.714 |     1.553 |     1.615 |
+#> |.....................|     2.546 |     1.680 |...........|...........|
+#> |    F| Forward Diff. |     3.644 |   0.03668 |   -0.1986 |   0.05251 |
+#> |.....................|   -0.5265 |  0.006364 |    -2.013 |    -2.999 |
+#> |.....................|   -0.3077 |   -0.7577 |   -0.4283 |   -0.2217 |
+#> |.....................|   -0.4457 |   -0.1968 |...........|...........|
+#> |  111|     468.26285 |     1.012 |   -0.9738 |   -0.9546 |   -0.9455 |
+#> |.....................|   -0.9580 |   -0.9321 |   -0.5638 |   -0.6053 |
+#> |.....................|   -0.8894 |    0.4796 |   -0.6701 |   -0.4937 |
+#> |.....................|   -0.1665 |   -0.4375 |...........|...........|
+#> |    U|     468.26285 |     101.2 |    -4.074 |   -0.9544 |    -2.378 |
+#> |.....................|    -4.058 |  -0.01112 |    0.8554 |   0.07754 |
+#> |.....................|    0.6883 |     3.748 |     1.552 |     1.617 |
+#> |.....................|     2.550 |     1.682 |...........|...........|
+#> |    X|     468.26285 |     101.2 |   0.01701 |    0.2780 |   0.09272 |
+#> |.....................|   0.01728 |    0.4972 |    0.8554 |   0.07754 |
+#> |.....................|    0.6883 |     3.748 |     1.552 |     1.617 |
+#> |.....................|     2.550 |     1.682 |...........|...........|
+#> |  112|     468.24808 |     1.012 |   -0.9737 |   -0.9538 |   -0.9478 |
+#> |.....................|   -0.9581 |   -0.9328 |   -0.5632 |   -0.6032 |
+#> |.....................|   -0.8900 |    0.5018 |   -0.6707 |   -0.4913 |
+#> |.....................|   -0.1639 |   -0.4361 |...........|...........|
+#> |    U|     468.24808 |     101.2 |    -4.074 |   -0.9537 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8556 |   0.07761 |
+#> |.....................|    0.6879 |     3.783 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    X|     468.24808 |     101.2 |   0.01701 |    0.2781 |   0.09251 |
+#> |.....................|   0.01728 |    0.4972 |    0.8556 |   0.07761 |
+#> |.....................|    0.6879 |     3.783 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |     7.572 |    0.7442 |   -0.1004 |   -0.2485 |
+#> |.....................|   -0.5511 |  0.005645 |    -1.896 |    -1.976 |
+#> |.....................|   -0.3421 |   -0.6164 |   -0.3384 |   -0.1002 |
+#> |.....................|   -0.3637 |   -0.1858 |...........|...........|
+#> |  113|     468.24925 |     1.009 |   -0.9744 |   -0.9459 |   -0.9275 |
+#> |.....................|   -0.9570 |   -0.9342 |   -0.5606 |   -0.6003 |
+#> |.....................|   -0.8814 |    0.5390 |   -0.6664 |   -0.4916 |
+#> |.....................|   -0.1575 |   -0.4319 |...........|...........|
+#> |    U|     468.24925 |     100.9 |    -4.074 |   -0.9463 |    -2.360 |
+#> |.....................|    -4.057 |  -0.01114 |    0.8565 |   0.07771 |
+#> |.....................|    0.6937 |     3.842 |     1.557 |     1.620 |
+#> |.....................|     2.563 |     1.689 |...........|...........|
+#> |    X|     468.24925 |     100.9 |   0.01700 |    0.2796 |   0.09441 |
+#> |.....................|   0.01730 |    0.4972 |    0.8565 |   0.07771 |
+#> |.....................|    0.6937 |     3.842 |     1.557 |     1.620 |
+#> |.....................|     2.563 |     1.689 |...........|...........|
+#> |  114|     468.25666 |     1.009 |   -0.9742 |   -0.9500 |   -0.9379 |
+#> |.....................|   -0.9574 |   -0.9335 |   -0.5615 |   -0.6013 |
+#> |.....................|   -0.8858 |    0.5198 |   -0.6685 |   -0.4914 |
+#> |.....................|   -0.1608 |   -0.4340 |...........|...........|
+#> |    U|     468.25666 |     100.9 |    -4.074 |   -0.9501 |    -2.371 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8562 |   0.07768 |
+#> |.....................|    0.6908 |     3.812 |     1.554 |     1.620 |
+#> |.....................|     2.559 |     1.686 |...........|...........|
+#> |    X|     468.25666 |     100.9 |   0.01701 |    0.2789 |   0.09342 |
+#> |.....................|   0.01729 |    0.4972 |    0.8562 |   0.07768 |
+#> |.....................|    0.6908 |     3.812 |     1.554 |     1.620 |
+#> |.....................|     2.559 |     1.686 |...........|...........|
+#> |  115|     468.26483 |     1.009 |   -0.9741 |   -0.9524 |   -0.9439 |
+#> |.....................|   -0.9577 |   -0.9331 |   -0.5620 |   -0.6018 |
+#> |.....................|   -0.8883 |    0.5089 |   -0.6697 |   -0.4913 |
+#> |.....................|   -0.1626 |   -0.4352 |...........|...........|
+#> |    U|     468.26483 |     100.9 |    -4.074 |   -0.9523 |    -2.377 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8560 |   0.07766 |
+#> |.....................|    0.6891 |     3.794 |     1.553 |     1.620 |
+#> |.....................|     2.556 |     1.685 |...........|...........|
+#> |    X|     468.26483 |     100.9 |   0.01701 |    0.2784 |   0.09287 |
+#> |.....................|   0.01729 |    0.4972 |    0.8560 |   0.07766 |
+#> |.....................|    0.6891 |     3.794 |     1.553 |     1.620 |
+#> |.....................|     2.556 |     1.685 |...........|...........|
+#> |  116|     468.25961 |     1.009 |   -0.9740 |   -0.9538 |   -0.9477 |
+#> |.....................|   -0.9579 |   -0.9328 |   -0.5624 |   -0.6023 |
+#> |.....................|   -0.8898 |    0.5020 |   -0.6705 |   -0.4913 |
+#> |.....................|   -0.1637 |   -0.4360 |...........|...........|
+#> |    U|     468.25961 |     100.9 |    -4.074 |   -0.9536 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8558 |   0.07764 |
+#> |.....................|    0.6880 |     3.783 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    X|     468.25961 |     100.9 |   0.01701 |    0.2782 |   0.09252 |
+#> |.....................|   0.01729 |    0.4972 |    0.8558 |   0.07764 |
+#> |.....................|    0.6880 |     3.783 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |  117|     468.24351 |     1.011 |   -0.9738 |   -0.9538 |   -0.9477 |
+#> |.....................|   -0.9580 |   -0.9328 |   -0.5629 |   -0.6029 |
+#> |.....................|   -0.8899 |    0.5019 |   -0.6706 |   -0.4913 |
+#> |.....................|   -0.1638 |   -0.4360 |...........|...........|
+#> |    U|     468.24351 |     101.1 |    -4.074 |   -0.9537 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8557 |   0.07762 |
+#> |.....................|    0.6880 |     3.783 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    X|     468.24351 |     101.1 |   0.01701 |    0.2781 |   0.09252 |
+#> |.....................|   0.01728 |    0.4972 |    0.8557 |   0.07762 |
+#> |.....................|    0.6880 |     3.783 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |   -0.7570 |  -0.04882 |   -0.1901 |   -0.1704 |
+#> |.....................|   -0.4436 |  0.006358 |    -1.944 |    -2.069 |
+#> |.....................|   -0.3547 |   -0.6277 |   -0.2411 |  -0.07768 |
+#> |.....................|   -0.3909 |   -0.1932 |...........|...........|
+#> |  118|     468.24096 |     1.012 |   -0.9738 |   -0.9538 |   -0.9477 |
+#> |.....................|   -0.9579 |   -0.9328 |   -0.5622 |   -0.6021 |
+#> |.....................|   -0.8898 |    0.5021 |   -0.6705 |   -0.4913 |
+#> |.....................|   -0.1637 |   -0.4360 |...........|...........|
+#> |    U|     468.24096 |     101.2 |    -4.074 |   -0.9536 |    -2.380 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8559 |   0.07765 |
+#> |.....................|    0.6881 |     3.784 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    X|     468.24096 |     101.2 |   0.01701 |    0.2782 |   0.09252 |
+#> |.....................|   0.01729 |    0.4972 |    0.8559 |   0.07765 |
+#> |.....................|    0.6881 |     3.784 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |     1.456 |    0.1549 |   -0.1619 |   -0.1892 |
+#> |.....................|   -0.4078 |  0.006267 |    -1.860 |    -2.735 |
+#> |.....................|   -0.3543 |   -0.6265 |   -0.1851 |  -0.08656 |
+#> |.....................|   -0.3612 |   -0.1856 |...........|...........|
+#> |  119|     468.23716 |     1.012 |   -0.9738 |   -0.9536 |   -0.9467 |
+#> |.....................|   -0.9576 |   -0.9329 |   -0.5614 |   -0.6008 |
+#> |.....................|   -0.8898 |    0.5037 |   -0.6704 |   -0.4911 |
+#> |.....................|   -0.1638 |   -0.4357 |...........|...........|
+#> |    U|     468.23716 |     101.2 |    -4.074 |   -0.9534 |    -2.379 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8562 |   0.07769 |
+#> |.....................|    0.6881 |     3.786 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    X|     468.23716 |     101.2 |   0.01701 |    0.2782 |   0.09261 |
+#> |.....................|   0.01729 |    0.4972 |    0.8562 |   0.07769 |
+#> |.....................|    0.6881 |     3.786 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |     2.250 |    0.2329 |   -0.1405 |   -0.1467 |
+#> |.....................|   -0.3393 |  0.006453 |    -1.023 |    -1.889 |
+#> |.....................|   -0.3583 |   -0.6239 |   -0.2353 |  -0.09107 |
+#> |.....................|   -0.3636 |   -0.1837 |...........|...........|
+#> |  120|     468.26529 |     1.008 |   -0.9742 |   -0.9534 |   -0.9465 |
+#> |.....................|   -0.9571 |   -0.9329 |   -0.5599 |   -0.5980 |
+#> |.....................|   -0.8893 |    0.5046 |   -0.6700 |   -0.4910 |
+#> |.....................|   -0.1633 |   -0.4354 |...........|...........|
+#> |    U|     468.26529 |     100.8 |    -4.074 |   -0.9532 |    -2.379 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8568 |   0.07778 |
+#> |.....................|    0.6884 |     3.788 |     1.553 |     1.621 |
+#> |.....................|     2.555 |     1.685 |...........|...........|
+#> |    X|     468.26529 |     100.8 |   0.01701 |    0.2782 |   0.09263 |
+#> |.....................|   0.01730 |    0.4972 |    0.8568 |   0.07778 |
+#> |.....................|    0.6884 |     3.788 |     1.553 |     1.621 |
+#> |.....................|     2.555 |     1.685 |...........|...........|
+#> |  121|     468.23604 |     1.011 |   -0.9739 |   -0.9535 |   -0.9467 |
+#> |.....................|   -0.9575 |   -0.9329 |   -0.5612 |   -0.6003 |
+#> |.....................|   -0.8897 |    0.5039 |   -0.6703 |   -0.4911 |
+#> |.....................|   -0.1637 |   -0.4357 |...........|...........|
+#> |    U|     468.23604 |     101.1 |    -4.074 |   -0.9534 |    -2.379 |
+#> |.....................|    -4.058 |  -0.01113 |    0.8563 |   0.07771 |
+#> |.....................|    0.6881 |     3.786 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    X|     468.23604 |     101.1 |   0.01701 |    0.2782 |   0.09261 |
+#> |.....................|   0.01729 |    0.4972 |    0.8563 |   0.07771 |
+#> |.....................|    0.6881 |     3.786 |     1.552 |     1.620 |
+#> |.....................|     2.554 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |    -2.188 |   -0.1927 |   -0.1868 |   -0.1045 |
+#> |.....................|   -0.2665 |  0.006857 |    -1.024 |    -1.172 |
+#> |.....................|   -0.2153 |   -0.6125 |   -0.1502 |  -0.07921 |
+#> |.....................|   -0.3902 |   -0.1918 |...........|...........|
+#> |  122|     468.23464 |     1.012 |   -0.9738 |   -0.9534 |   -0.9465 |
+#> |.....................|   -0.9574 |   -0.9329 |   -0.5609 |   -0.6000 |
+#> |.....................|   -0.8895 |    0.5043 |   -0.6702 |   -0.4911 |
+#> |.....................|   -0.1635 |   -0.4356 |...........|...........|
+#> |    U|     468.23464 |     101.2 |    -4.074 |   -0.9533 |    -2.379 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8564 |   0.07772 |
+#> |.....................|    0.6883 |     3.787 |     1.552 |     1.620 |
+#> |.....................|     2.555 |     1.684 |...........|...........|
+#> |    X|     468.23464 |     101.2 |   0.01701 |    0.2782 |   0.09263 |
+#> |.....................|   0.01729 |    0.4972 |    0.8564 |   0.07772 |
+#> |.....................|    0.6883 |     3.787 |     1.552 |     1.620 |
+#> |.....................|     2.555 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |     1.857 |    0.1925 |   -0.1360 |   -0.1332 |
+#> |.....................|   -0.2859 |  0.006578 |   -0.9819 |    -1.076 |
+#> |.....................|   -0.2136 |   -0.6087 |   -0.2154 |  -0.09459 |
+#> |.....................|   -0.3609 |   -0.1836 |...........|...........|
+#> |  123|     468.23346 |     1.011 |   -0.9739 |   -0.9532 |   -0.9463 |
+#> |.....................|   -0.9574 |   -0.9329 |   -0.5607 |   -0.5998 |
+#> |.....................|   -0.8893 |    0.5049 |   -0.6701 |   -0.4911 |
+#> |.....................|   -0.1633 |   -0.4355 |...........|...........|
+#> |    U|     468.23346 |     101.1 |    -4.074 |   -0.9531 |    -2.379 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8565 |   0.07772 |
+#> |.....................|    0.6884 |     3.788 |     1.552 |     1.621 |
+#> |.....................|     2.555 |     1.684 |...........|...........|
+#> |    X|     468.23346 |     101.1 |   0.01701 |    0.2783 |   0.09265 |
+#> |.....................|   0.01729 |    0.4972 |    0.8565 |   0.07772 |
+#> |.....................|    0.6884 |     3.788 |     1.552 |     1.621 |
+#> |.....................|     2.555 |     1.684 |...........|...........|
+#> |    F| Forward Diff. |    -1.112 |  -0.08635 |   -0.1600 |  -0.09176 |
+#> |.....................|   -0.2402 |  0.006873 |   -0.9941 |    -1.084 |
+#> |.....................|   -0.2133 |   -0.6080 |   -0.2006 |  -0.08423 |
+#> |.....................|   -0.3853 |   -0.1906 |...........|...........|
+#> |  124|     468.23209 |     1.012 |   -0.9738 |   -0.9531 |   -0.9461 |
+#> |.....................|   -0.9573 |   -0.9329 |   -0.5604 |   -0.5995 |
+#> |.....................|   -0.8891 |    0.5054 |   -0.6700 |   -0.4910 |
+#> |.....................|   -0.1631 |   -0.4354 |...........|...........|
+#> |    U|     468.23209 |     101.2 |    -4.074 |   -0.9530 |    -2.379 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8566 |   0.07774 |
+#> |.....................|    0.6885 |     3.789 |     1.553 |     1.621 |
+#> |.....................|     2.555 |     1.685 |...........|...........|
+#> |    X|     468.23209 |     101.2 |   0.01701 |    0.2783 |   0.09266 |
+#> |.....................|   0.01730 |    0.4972 |    0.8566 |   0.07774 |
+#> |.....................|    0.6885 |     3.789 |     1.553 |     1.621 |
+#> |.....................|     2.555 |     1.685 |...........|...........|
+#> |  125|     468.23061 |     1.012 |   -0.9738 |   -0.9526 |   -0.9453 |
+#> |.....................|   -0.9573 |   -0.9330 |   -0.5604 |   -0.5995 |
+#> |.....................|   -0.8885 |    0.5071 |   -0.6698 |   -0.4911 |
+#> |.....................|   -0.1626 |   -0.4353 |...........|...........|
+#> |    U|     468.23061 |     101.2 |    -4.074 |   -0.9525 |    -2.378 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8566 |   0.07773 |
+#> |.....................|    0.6889 |     3.791 |     1.553 |     1.620 |
+#> |.....................|     2.556 |     1.685 |...........|...........|
+#> |    X|     468.23061 |     101.2 |   0.01701 |    0.2784 |   0.09274 |
+#> |.....................|   0.01730 |    0.4972 |    0.8566 |   0.07773 |
+#> |.....................|    0.6889 |     3.791 |     1.553 |     1.620 |
+#> |.....................|     2.556 |     1.685 |...........|...........|
+#> |  126|     468.22552 |     1.012 |   -0.9738 |   -0.9506 |   -0.9419 |
+#> |.....................|   -0.9573 |   -0.9333 |   -0.5606 |   -0.5998 |
+#> |.....................|   -0.8861 |    0.5138 |   -0.6689 |   -0.4912 |
+#> |.....................|   -0.1606 |   -0.4347 |...........|...........|
+#> |    U|     468.22552 |     101.2 |    -4.074 |   -0.9506 |    -2.375 |
+#> |.....................|    -4.057 |  -0.01113 |    0.8565 |   0.07773 |
+#> |.....................|    0.6906 |     3.802 |     1.554 |     1.620 |
+#> |.....................|     2.559 |     1.685 |...........|...........|
+#> |    X|     468.22552 |     101.2 |   0.01701 |    0.2788 |   0.09305 |
+#> |.....................|   0.01730 |    0.4972 |    0.8565 |   0.07773 |
+#> |.....................|    0.6906 |     3.802 |     1.554 |     1.620 |
+#> |.....................|     2.559 |     1.685 |...........|...........|
+#> |  127|     468.21689 |     1.012 |   -0.9737 |   -0.9426 |   -0.9286 |
+#> |.....................|   -0.9574 |   -0.9344 |   -0.5614 |   -0.6009 |
+#> |.....................|   -0.8763 |    0.5405 |   -0.6653 |   -0.4919 |
+#> |.....................|   -0.1525 |   -0.4325 |...........|...........|
+#> |    U|     468.21689 |     101.2 |    -4.074 |   -0.9431 |    -2.361 |
+#> |.....................|    -4.057 |  -0.01114 |    0.8562 |   0.07769 |
+#> |.....................|    0.6972 |     3.844 |     1.558 |     1.620 |
+#> |.....................|     2.571 |     1.688 |...........|...........|
+#> |    X|     468.21689 |     101.2 |   0.01701 |    0.2803 |   0.09430 |
+#> |.....................|   0.01729 |    0.4972 |    0.8562 |   0.07769 |
+#> |.....................|    0.6972 |     3.844 |     1.558 |     1.620 |
+#> |.....................|     2.571 |     1.688 |...........|...........|
+#> |    F| Forward Diff. |     1.525 |    0.5842 |    0.4183 |    0.9468 |
+#> |.....................|   -0.5439 |  0.008618 |    -1.874 |    -1.936 |
+#> |.....................|   -0.2463 |   -0.5498 |   0.04440 |   -0.1490 |
+#> |.....................|   -0.2038 |   -0.1015 |...........|...........|
+#> |  128|     468.19158 |     1.011 |   -0.9737 |   -0.9504 |   -0.9293 |
+#> |.....................|   -0.9577 |   -0.9362 |   -0.5600 |   -0.6009 |
+#> |.....................|   -0.8523 |    0.5756 |   -0.6644 |   -0.4878 |
+#> |.....................|   -0.1417 |   -0.4298 |...........|...........|
+#> |    U|     468.19158 |     101.1 |    -4.074 |   -0.9504 |    -2.362 |
+#> |.....................|    -4.058 |  -0.01116 |    0.8567 |   0.07769 |
+#> |.....................|    0.7134 |     3.900 |     1.560 |     1.624 |
+#> |.....................|     2.587 |     1.691 |...........|...........|
+#> |    X|     468.19158 |     101.1 |   0.01701 |    0.2788 |   0.09423 |
+#> |.....................|   0.01729 |    0.4972 |    0.8567 |   0.07769 |
+#> |.....................|    0.7134 |     3.900 |     1.560 |     1.624 |
+#> |.....................|     2.587 |     1.691 |...........|...........|
+#> |    F| Forward Diff. |    -7.990 |    0.8226 |  -0.02734 |    0.9308 |
+#> |.....................|   -0.6358 |  0.008756 |    -3.089 |    -2.706 |
+#> |.....................|  -0.08468 |   -0.5047 |    0.1760 |  -0.08785 |
+#> |.....................|  -0.06839 |  -0.06706 |...........|...........|
+#> |  129|     468.16872 |     1.012 |   -0.9746 |   -0.9536 |   -0.9297 |
+#> |.....................|   -0.9583 |   -0.9383 |   -0.5551 |   -0.6021 |
+#> |.....................|   -0.8428 |    0.6190 |   -0.6652 |   -0.4874 |
+#> |.....................|   -0.1424 |   -0.4276 |...........|...........|
+#> |    U|     468.16872 |     101.2 |    -4.075 |   -0.9534 |    -2.362 |
+#> |.....................|    -4.058 |  -0.01118 |    0.8585 |   0.07765 |
+#> |.....................|    0.7198 |     3.968 |     1.559 |     1.625 |
+#> |.....................|     2.586 |     1.694 |...........|...........|
+#> |    X|     468.16872 |     101.2 |   0.01700 |    0.2782 |   0.09420 |
+#> |.....................|   0.01728 |    0.4972 |    0.8585 |   0.07765 |
+#> |.....................|    0.7198 |     3.968 |     1.559 |     1.625 |
+#> |.....................|     2.586 |     1.694 |...........|...........|
+#> |    F| Forward Diff. |     1.949 |     1.224 |  -0.09904 |    0.8335 |
+#> |.....................|   -0.8902 |  0.008091 |    -1.732 |    -1.975 |
+#> |.....................|  -0.02618 |   -0.4349 |    0.2067 |   -0.1419 |
+#> |.....................|  -0.09587 |  -0.05531 |...........|...........|
+#> |  130|     468.14579 |     1.011 |   -0.9759 |   -0.9465 |   -0.9356 |
+#> |.....................|   -0.9575 |   -0.9407 |   -0.5519 |   -0.5999 |
+#> |.....................|   -0.8420 |    0.6626 |   -0.6664 |   -0.4855 |
+#> |.....................|   -0.1418 |   -0.4273 |...........|...........|
+#> |    U|     468.14579 |     101.1 |    -4.076 |   -0.9467 |    -2.368 |
+#> |.....................|    -4.057 |  -0.01121 |    0.8597 |   0.07772 |
+#> |.....................|    0.7204 |     4.037 |     1.557 |     1.627 |
+#> |.....................|     2.587 |     1.694 |...........|...........|
+#> |    X|     468.14579 |     101.1 |   0.01698 |    0.2795 |   0.09364 |
+#> |.....................|   0.01729 |    0.4972 |    0.8597 |   0.07772 |
+#> |.....................|    0.7204 |     4.037 |     1.557 |     1.627 |
+#> |.....................|     2.587 |     1.694 |...........|...........|
+#> |    F| Forward Diff. |    -9.402 |   -0.5832 |    0.1847 |    0.5188 |
+#> |.....................|   -0.4155 |  0.008564 |    -1.671 |    -1.980 |
+#> |.....................|  -0.03632 |   -0.3649 |    0.3304 |  -0.09551 |
+#> |.....................|   -0.1039 |  -0.08698 |...........|...........|
+#> |  131|     468.12514 |     1.011 |   -0.9763 |   -0.9445 |   -0.9403 |
+#> |.....................|   -0.9555 |   -0.9442 |   -0.5537 |   -0.5953 |
+#> |.....................|   -0.8391 |    0.7059 |   -0.6668 |   -0.4805 |
+#> |.....................|   -0.1376 |   -0.4223 |...........|...........|
+#> |    U|     468.12514 |     101.1 |    -4.076 |   -0.9449 |    -2.373 |
+#> |.....................|    -4.056 |  -0.01125 |    0.8590 |   0.07788 |
+#> |.....................|    0.7223 |     4.106 |     1.557 |     1.633 |
+#> |.....................|     2.593 |     1.700 |...........|...........|
+#> |    X|     468.12514 |     101.1 |   0.01697 |    0.2799 |   0.09320 |
+#> |.....................|   0.01733 |    0.4972 |    0.8590 |   0.07788 |
+#> |.....................|    0.7223 |     4.106 |     1.557 |     1.633 |
+#> |.....................|     2.593 |     1.700 |...........|...........|
+#> |    F| Forward Diff. |    -5.823 |   -0.4010 |    0.3316 |    0.1628 |
+#> |.....................|    0.2993 |  0.008766 |    -1.373 |    -1.049 |
+#> |.....................|  0.008284 |   -0.3402 |    0.4029 |   0.04088 |
+#> |.....................|  -0.03436 |  -0.04680 |...........|...........|
+#> |  132|     468.10920 |     1.012 |   -0.9773 |   -0.9503 |   -0.9395 |
+#> |.....................|   -0.9556 |   -0.9476 |   -0.5516 |   -0.5942 |
+#> |.....................|   -0.8420 |    0.7499 |   -0.6684 |   -0.4836 |
+#> |.....................|   -0.1347 |   -0.4216 |...........|...........|
+#> |    U|      468.1092 |     101.2 |    -4.077 |   -0.9504 |    -2.372 |
+#> |.....................|    -4.056 |  -0.01129 |    0.8598 |   0.07791 |
+#> |.....................|    0.7204 |     4.175 |     1.555 |     1.629 |
+#> |.....................|     2.597 |     1.700 |...........|...........|
+#> |    X|      468.1092 |     101.2 |   0.01695 |    0.2788 |   0.09328 |
+#> |.....................|   0.01732 |    0.4972 |    0.8598 |   0.07791 |
+#> |.....................|    0.7204 |     4.175 |     1.555 |     1.629 |
+#> |.....................|     2.597 |     1.700 |...........|...........|
+#> |    F| Forward Diff. |    0.4262 |  -0.09925 |    0.1213 |    0.1364 |
+#> |.....................|    0.2200 |  0.008054 |   -0.8480 |   -0.9224 |
+#> |.....................|  0.002683 |   -0.2932 |    0.3866 |  -0.06974 |
+#> |.....................|   0.01820 |  -0.05063 |...........|...........|
+#> |  133|     468.09766 |     1.011 |   -0.9774 |   -0.9506 |   -0.9392 |
+#> |.....................|   -0.9564 |   -0.9508 |   -0.5497 |   -0.5929 |
+#> |.....................|   -0.8318 |    0.7901 |   -0.6724 |   -0.4776 |
+#> |.....................|   -0.1474 |   -0.4133 |...........|...........|
+#> |    U|     468.09766 |     101.1 |    -4.077 |   -0.9507 |    -2.372 |
+#> |.....................|    -4.056 |  -0.01132 |    0.8605 |   0.07796 |
+#> |.....................|    0.7273 |     4.239 |     1.550 |     1.636 |
+#> |.....................|     2.578 |     1.710 |...........|...........|
+#> |    X|     468.09766 |     101.1 |   0.01695 |    0.2788 |   0.09331 |
+#> |.....................|   0.01731 |    0.4972 |    0.8605 |   0.07796 |
+#> |.....................|    0.7273 |     4.239 |     1.550 |     1.636 |
+#> |.....................|     2.578 |     1.710 |...........|...........|
+#> |    F| Forward Diff. |    -1.610 |   0.04645 |   0.08092 |    0.1870 |
+#> |.....................|   -0.1143 |  0.008788 |   -0.7906 |   -0.9380 |
+#> |.....................|   0.03576 |   -0.2567 |    0.2790 |   0.04583 |
+#> |.....................|   -0.1853 |   0.03622 |...........|...........|
+#> |  134|     468.08577 |     1.011 |   -0.9779 |   -0.9521 |   -0.9394 |
+#> |.....................|   -0.9569 |   -0.9550 |   -0.5484 |   -0.5900 |
+#> |.....................|   -0.8316 |    0.8332 |   -0.6752 |   -0.4781 |
+#> |.....................|   -0.1428 |   -0.4231 |...........|...........|
+#> |    U|     468.08577 |     101.1 |    -4.078 |   -0.9520 |    -2.372 |
+#> |.....................|    -4.057 |  -0.01137 |    0.8610 |   0.07805 |
+#> |.....................|    0.7274 |     4.307 |     1.546 |     1.635 |
+#> |.....................|     2.585 |     1.699 |...........|...........|
+#> |    X|     468.08577 |     101.1 |   0.01694 |    0.2785 |   0.09329 |
+#> |.....................|   0.01730 |    0.4972 |    0.8610 |   0.07805 |
+#> |.....................|    0.7274 |     4.307 |     1.546 |     1.635 |
+#> |.....................|     2.585 |     1.699 |...........|...........|
+#> |    F| Forward Diff. |    -2.835 |  -0.08271 |   0.01028 |    0.1502 |
+#> |.....................|   -0.2859 |  0.008536 |   -0.7298 |   -0.7597 |
+#> |.....................|   0.09519 |   -0.2281 |    0.1720 |  -0.01715 |
+#> |.....................|   -0.1386 |   -0.1062 |...........|...........|
+#> |  135|     468.06947 |     1.011 |   -0.9795 |   -0.9573 |   -0.9407 |
+#> |.....................|   -0.9575 |   -0.9652 |   -0.5443 |   -0.5834 |
+#> |.....................|   -0.8515 |    0.9153 |   -0.6785 |   -0.4834 |
+#> |.....................|   -0.1291 |   -0.4003 |...........|...........|
+#> |    U|     468.06947 |     101.1 |    -4.080 |   -0.9569 |    -2.373 |
+#> |.....................|    -4.057 |  -0.01148 |    0.8625 |   0.07827 |
+#> |.....................|    0.7139 |     4.437 |     1.542 |     1.629 |
+#> |.....................|     2.605 |     1.725 |...........|...........|
+#> |    X|     468.06947 |     101.1 |   0.01692 |    0.2775 |   0.09316 |
+#> |.....................|   0.01729 |    0.4971 |    0.8625 |   0.07827 |
+#> |.....................|    0.7139 |     4.437 |     1.542 |     1.629 |
+#> |.....................|     2.605 |     1.725 |...........|...........|
+#> |    F| Forward Diff. |    -3.887 |   -0.6407 |   -0.1939 |   0.08469 |
+#> |.....................|   -0.4208 |  0.006503 |    -1.301 |    -1.072 |
+#> |.....................|   -0.1255 |   -0.1861 |    0.1431 |  -0.06050 |
+#> |.....................|   0.01658 |    0.1111 |...........|...........|
+#> |  136|     468.05012 |     1.012 |   -0.9812 |   -0.9547 |   -0.9420 |
+#> |.....................|   -0.9570 |   -0.9873 |   -0.5356 |   -0.5736 |
+#> |.....................|   -0.8556 |     1.092 |   -0.6884 |   -0.4796 |
+#> |.....................|   -0.1211 |   -0.3873 |...........|...........|
+#> |    U|     468.05012 |     101.2 |    -4.081 |   -0.9544 |    -2.375 |
+#> |.....................|    -4.057 |  -0.01172 |    0.8656 |   0.07860 |
+#> |.....................|    0.7112 |     4.716 |     1.529 |     1.634 |
+#> |.....................|     2.617 |     1.740 |...........|...........|
+#> |    X|     468.05012 |     101.2 |   0.01689 |    0.2780 |   0.09305 |
+#> |.....................|   0.01730 |    0.4971 |    0.8656 |   0.07860 |
+#> |.....................|    0.7112 |     4.716 |     1.529 |     1.634 |
+#> |.....................|     2.617 |     1.740 |...........|...........|
+#> |    F| Forward Diff. |     2.331 |   -0.3124 |   0.04539 |  -0.09325 |
+#> |.....................|   -0.3359 |  0.005628 |   -0.9294 |   -0.4404 |
+#> |.....................|   -0.1788 |   -0.1003 |   -0.1180 |  -0.02636 |
+#> |.....................|   0.09915 |    0.1820 |...........|...........|
+#> |  137|     468.05341 |     1.012 |   -0.9836 |   -0.9687 |   -0.9317 |
+#> |.....................|   -0.9507 |    -1.013 |   -0.5235 |   -0.5660 |
+#> |.....................|   -0.8472 |     1.268 |   -0.6904 |   -0.4754 |
+#> |.....................|   -0.1200 |   -0.3857 |...........|...........|
+#> |    U|     468.05341 |     101.2 |    -4.084 |   -0.9676 |    -2.364 |
+#> |.....................|    -4.051 |  -0.01201 |    0.8700 |   0.07886 |
+#> |.....................|    0.7168 |     4.995 |     1.527 |     1.639 |
+#> |.....................|     2.619 |     1.742 |...........|...........|
+#> |    X|     468.05341 |     101.2 |   0.01685 |    0.2754 |   0.09401 |
+#> |.....................|   0.01741 |    0.4970 |    0.8700 |   0.07886 |
+#> |.....................|    0.7168 |     4.995 |     1.527 |     1.639 |
+#> |.....................|     2.619 |     1.742 |...........|...........|
+#> |  138|     468.05012 |     1.012 |   -0.9812 |   -0.9547 |   -0.9420 |
+#> |.....................|   -0.9570 |   -0.9873 |   -0.5356 |   -0.5736 |
+#> |.....................|   -0.8556 |     1.092 |   -0.6884 |   -0.4796 |
+#> |.....................|   -0.1211 |   -0.3873 |...........|...........|
+#> |    U|     468.05012 |     101.2 |    -4.081 |   -0.9544 |    -2.375 |
+#> |.....................|    -4.057 |  -0.01172 |    0.8656 |   0.07860 |
+#> |.....................|    0.7112 |     4.716 |     1.529 |     1.634 |
+#> |.....................|     2.617 |     1.740 |...........|...........|
+#> |    X|     468.05012 |     101.2 |   0.01689 |    0.2780 |   0.09305 |
+#> |.....................|   0.01730 |    0.4971 |    0.8656 |   0.07860 |
+#> |.....................|    0.7112 |     4.716 |     1.529 |     1.634 |
+#> |.....................|     2.617 |     1.740 |...........|...........|
+#> calculating covariance matrix
+#> done
+#> Calculating residuals/tables
+#> done
+AIC(f_nlmixr_dfop_sfo_saem$nm, f_nlmixr_dfop_sfo_focei$nm)
+#> Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)
+#> 
+#>                            df       AIC
+#> f_nlmixr_dfop_sfo_saem$nm  16 1105.3725
+#> f_nlmixr_dfop_sfo_focei$nm 14  810.3271
+summary(f_nlmixr_dfop_sfo_sfo, data = TRUE)
+#> Error in h(simpleError(msg, call)): error in evaluating the argument 'object' in selecting a method for function 'summary': object 'f_nlmixr_dfop_sfo_sfo' not found
+# }
+
+

+ +

Summary method for class "nlmixr.mmkin"

Arguments

Value

Author

Examples