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authorJohannes Ranke <jranke@uni-bremen.de>2021-10-05 17:33:52 +0200
committerJohannes Ranke <jranke@uni-bremen.de>2021-10-05 17:33:52 +0200
commitff83d8b2ba623513d92ac90fac4a1b0ec98c2cb5 (patch)
tree7811a1e083951d84bd54bfce9bb62af640da329e /docs/dev/reference/summary.nlmixr.mmkin.html
parent121e38654eea03c91aa117da58fc342feff01756 (diff)
Update docs
Diffstat (limited to 'docs/dev/reference/summary.nlmixr.mmkin.html')
-rw-r--r--docs/dev/reference/summary.nlmixr.mmkin.html790
1 files changed, 727 insertions, 63 deletions
diff --git a/docs/dev/reference/summary.nlmixr.mmkin.html b/docs/dev/reference/summary.nlmixr.mmkin.html
index 4831bbdf..891e26ea 100644
--- a/docs/dev/reference/summary.nlmixr.mmkin.html
+++ b/docs/dev/reference/summary.nlmixr.mmkin.html
@@ -258,73 +258,737 @@ nlmixr authors for the parts inherited from nlmixr.</p>
quiet <span class='op'>=</span> <span class='cn'>TRUE</span>, error_model <span class='op'>=</span> <span class='st'>"tc"</span>, cores <span class='op'>=</span> <span class='fl'>5</span><span class='op'>)</span>
<span class='va'>f_saemix_dfop_sfo</span> <span class='op'>&lt;-</span> <span class='fu'>mkin</span><span class='fu'>::</span><span class='fu'><a href='saem.html'>saem</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span><span class='op'>)</span>
</div><div class='output co'>#&gt; Running main SAEM algorithm
-#&gt; [1] "Thu Sep 16 14:35:21 2021"
+#&gt; [1] "Tue Oct 5 17:27:02 2021"
#&gt; ....
#&gt; Minimisation finished
-#&gt; [1] "Thu Sep 16 14:35:33 2021"</div><div class='input'><span class='va'>f_nlme_dfop_sfo</span> <span class='op'>&lt;-</span> <span class='fu'>mkin</span><span class='fu'>::</span><span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span><span class='op'>)</span>
+#&gt; [1] "Tue Oct 5 17:27:13 2021"</div><div class='input'><span class='va'>f_nlme_dfop_sfo</span> <span class='op'>&lt;-</span> <span class='fu'>mkin</span><span class='fu'>::</span><span class='fu'><a href='https://rdrr.io/pkg/nlme/man/nlme.html'>nlme</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span><span class='op'>)</span>
</div><div class='output co'>#&gt; <span class='warning'>Warning: Iteration 4, LME step: nlminb() did not converge (code = 1). PORT message: false convergence (8)</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Iteration 6, LME step: nlminb() did not converge (code = 1). PORT message: false convergence (8)</span></div><div class='input'><span class='va'>f_nlmixr_dfop_sfo_saem</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span>, est <span class='op'>=</span> <span class='st'>"saem"</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; <span class='message'>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)</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'>→ generate SAEM model</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='error'>Error in configsaem(model = model, data = dat, inits = inits, mcmc = .mcmc, ODEopt = .ODEopt, seed = .seed, distribution = .dist, DEBUG = .DEBUG, addProp = .addProp, tol = .tol, itmax = .itmax, type = .type, powRange = .powRange, lambdaRange = .lambdaRange): covariate(s) not found: f_parent_to_m1</span></div><div class='output co'>#&gt; <span class='message'>Timing stopped at: 1.412 0.101 1.525</span></div><div class='input'><span class='co'># The following takes a very long time but gives</span>
+</div><div class='output co'>#&gt; <span class='message'>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)</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'>→ generate SAEM model</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; 1: 1.0127e+02 -3.8515e+00 -2.0719e+00 -3.7271e+00 -1.9335e+00 4.0311e-01 6.9594e+00 1.5021e-01 5.3947e-01 1.9686e-01 3.7429e-01 5.4209e-01 8.4121e+00 7.3391e-02 7.1185e+00 2.5869e-01
+#&gt; 2: 1.0136e+02 -3.8005e+00 -2.3424e+00 -4.0759e+00 -1.6475e+00 1.1598e-01 6.6115e+00 1.4406e-01 5.1249e-01 1.8701e-01 3.5786e-01 5.1499e-01 4.9102e+00 6.2829e-02 4.7230e+00 7.8901e-02
+#&gt; 3: 1.0126e+02 -4.0285e+00 -2.3629e+00 -4.1271e+00 -1.1733e+00 1.7634e-02 6.2809e+00 1.6892e-01 4.8687e-01 1.7766e-01 3.3997e-01 4.8924e-01 3.2256e+00 6.6693e-02 3.3261e+00 8.7190e-02
+#&gt; 4: 1.0105e+02 -4.0894e+00 -2.5516e+00 -4.1037e+00 -1.0816e+00 4.5377e-02 5.9668e+00 1.6048e-01 4.6252e-01 1.6878e-01 3.2297e-01 4.6478e-01 2.4343e+00 7.0557e-02 2.2610e+00 9.2498e-02
+#&gt; 5: 1.0101e+02 -4.1364e+00 -2.4605e+00 -4.0737e+00 -1.0920e+00 -4.7953e-03 5.9593e+00 1.5245e-01 4.3940e-01 1.8078e-01 3.0682e-01 5.4688e-01 1.7424e+00 7.4776e-02 1.5144e+00 1.0787e-01
+#&gt; 6: 1.0042e+02 -4.0933e+00 -2.4472e+00 -4.1090e+00 -9.7996e-01 -9.0472e-02 6.0175e+00 1.4483e-01 4.1743e-01 1.8824e-01 2.9148e-01 5.3033e-01 1.5545e+00 6.8588e-02 1.3401e+00 9.8865e-02
+#&gt; 7: 1.0078e+02 -4.0911e+00 -2.4335e+00 -4.0758e+00 -9.9422e-01 -7.8849e-02 6.6318e+00 1.3759e-01 3.9656e-01 1.7882e-01 2.7691e-01 5.0381e-01 1.3780e+00 6.9978e-02 1.1346e+00 9.6162e-02
+#&gt; 8: 1.0077e+02 -4.0196e+00 -2.4345e+00 -4.0444e+00 -9.3483e-01 -1.1032e-01 6.3002e+00 1.3071e-01 3.7673e-01 1.6988e-01 2.6306e-01 4.8191e-01 1.1774e+00 7.4232e-02 1.0270e+00 9.5616e-02
+#&gt; 9: 1.0118e+02 -4.0436e+00 -2.4649e+00 -4.0207e+00 -8.9829e-01 -1.7784e-01 5.9852e+00 1.2417e-01 3.5789e-01 1.6139e-01 2.4991e-01 5.5466e-01 1.1040e+00 7.1515e-02 1.0342e+00 9.3972e-02
+#&gt; 10: 1.0143e+02 -4.0523e+00 -2.3737e+00 -4.0184e+00 -9.1167e-01 -2.3828e-01 5.8520e+00 1.1797e-01 3.4196e-01 1.5332e-01 2.3741e-01 5.2849e-01 1.0510e+00 7.5719e-02 1.0638e+00 9.3973e-02
+#&gt; 11: 1.0119e+02 -4.0699e+00 -2.3680e+00 -4.0191e+00 -9.4858e-01 -1.7310e-01 6.9958e+00 1.1207e-01 3.6891e-01 1.4565e-01 2.2554e-01 5.0206e-01 1.0247e+00 7.5497e-02 1.0292e+00 9.3707e-02
+#&gt; 12: 1.0121e+02 -4.0189e+00 -2.4198e+00 -4.0139e+00 -9.1693e-01 -2.0613e-01 6.6460e+00 1.0646e-01 3.5046e-01 1.3837e-01 2.1427e-01 5.7696e-01 1.1046e+00 7.6090e-02 9.3689e-01 9.4115e-02
+#&gt; 13: 1.0083e+02 -4.0451e+00 -2.4395e+00 -4.0235e+00 -9.4535e-01 -1.4723e-01 6.3137e+00 1.0114e-01 3.3294e-01 1.3145e-01 2.0355e-01 5.4811e-01 1.0360e+00 7.3381e-02 9.7078e-01 9.1659e-02
+#&gt; 14: 1.0056e+02 -4.0401e+00 -2.4045e+00 -4.0054e+00 -9.4191e-01 -1.3928e-01 5.9980e+00 9.6084e-02 3.4934e-01 1.2488e-01 1.9338e-01 5.2071e-01 1.0303e+00 7.7118e-02 8.8372e-01 9.0469e-02
+#&gt; 15: 1.0070e+02 -4.0388e+00 -2.4210e+00 -4.0113e+00 -9.1136e-01 -1.2702e-01 5.6981e+00 9.1279e-02 3.3187e-01 1.1864e-01 1.8371e-01 4.9467e-01 1.0486e+00 7.2427e-02 7.8179e-01 9.1572e-02
+#&gt; 16: 1.0078e+02 -4.0175e+00 -2.4766e+00 -4.0191e+00 -9.0733e-01 -1.1952e-01 5.4132e+00 8.6716e-02 3.1528e-01 1.1270e-01 1.7452e-01 4.8928e-01 9.7799e-01 8.1464e-02 8.2935e-01 8.6520e-02
+#&gt; 17: 1.0069e+02 -4.0533e+00 -2.5110e+00 -4.0294e+00 -9.1841e-01 -6.8363e-03 5.1426e+00 8.2380e-02 2.9952e-01 1.0707e-01 1.6580e-01 4.6482e-01 9.1609e-01 8.1008e-02 8.1783e-01 8.8818e-02
+#&gt; 18: 99.9647 -4.0672 -2.5327 -4.0416 -0.9273 0.0097 4.8854 0.0783 0.2970 0.1280 0.1941 0.5053 0.9306 0.0764 0.8097 0.0881
+#&gt; 19: 1.0027e+02 -4.0667e+00 -2.4653e+00 -4.0579e+00 -9.2776e-01 3.0417e-02 4.6412e+00 7.4348e-02 3.3694e-01 1.2164e-01 1.8435e-01 5.1797e-01 9.7386e-01 7.4954e-02 7.9297e-01 8.9915e-02
+#&gt; 20: 1.0006e+02 -4.0935e+00 -2.4804e+00 -4.0721e+00 -9.3737e-01 1.9496e-02 4.4091e+00 7.0630e-02 3.3728e-01 1.2544e-01 1.7513e-01 6.0925e-01 1.0232e+00 7.4618e-02 7.9988e-01 8.9642e-02
+#&gt; 21: 1.0043e+02 -4.0542e+00 -2.5168e+00 -4.0623e+00 -9.1553e-01 3.9474e-02 4.1887e+00 6.7099e-02 3.4553e-01 1.1917e-01 1.6638e-01 6.0827e-01 1.0155e+00 8.0771e-02 7.8424e-01 8.6213e-02
+#&gt; 22: 1.0049e+02 -4.0449e+00 -2.5082e+00 -4.0849e+00 -9.2553e-01 4.5424e-02 3.9792e+00 6.3744e-02 3.2825e-01 1.2365e-01 1.5806e-01 5.8922e-01 8.2860e-01 8.3384e-02 8.2525e-01 8.9218e-02
+#&gt; 23: 1.0067e+02 -4.0411e+00 -2.5460e+00 -4.0736e+00 -9.2578e-01 5.2422e-02 3.7803e+00 6.0557e-02 3.1661e-01 1.2306e-01 1.5016e-01 5.8274e-01 9.3412e-01 8.0508e-02 8.1829e-01 8.6377e-02
+#&gt; 24: 1.0091e+02 -4.0314e+00 -2.5298e+00 -4.0566e+00 -8.9743e-01 3.7634e-02 3.5913e+00 5.7529e-02 3.5267e-01 1.2194e-01 1.4265e-01 5.5360e-01 9.6271e-01 7.6960e-02 8.8466e-01 8.5693e-02
+#&gt; 25: 1.0100e+02 -4.0442e+00 -2.5399e+00 -4.0568e+00 -8.9494e-01 1.7415e-02 3.4117e+00 5.4652e-02 3.3504e-01 1.2781e-01 1.3552e-01 5.2592e-01 9.6040e-01 7.7299e-02 8.9561e-01 8.6893e-02
+#&gt; 26: 1.0111e+02 -4.0354e+00 -2.5182e+00 -4.0899e+00 -9.0799e-01 7.6464e-02 4.8614e+00 5.1920e-02 3.1829e-01 1.2142e-01 1.3110e-01 4.9963e-01 9.6997e-01 7.4932e-02 8.2521e-01 9.3659e-02
+#&gt; 27: 1.0159e+02 -4.0653e+00 -2.4934e+00 -4.0803e+00 -9.5632e-01 2.8659e-03 4.6184e+00 4.9324e-02 3.0237e-01 1.1535e-01 1.4743e-01 4.7465e-01 9.4314e-01 7.7860e-02 8.9820e-01 8.8210e-02
+#&gt; 28: 1.0154e+02 -4.0487e+00 -2.4844e+00 -4.0511e+00 -9.6473e-01 -4.7382e-02 4.3874e+00 4.6858e-02 3.2049e-01 1.0958e-01 1.5243e-01 4.5091e-01 9.8808e-01 7.4786e-02 8.6833e-01 8.8720e-02
+#&gt; 29: 1.0144e+02 -4.0414e+00 -2.4105e+00 -4.0504e+00 -9.4039e-01 -3.6753e-02 4.1681e+00 4.4515e-02 3.2754e-01 1.0410e-01 1.4940e-01 4.2837e-01 9.5520e-01 7.8507e-02 8.2408e-01 8.5998e-02
+#&gt; 30: 1.0137e+02 -4.0292e+00 -2.4174e+00 -4.0382e+00 -9.3180e-01 -7.1482e-02 5.4636e+00 4.2289e-02 3.2074e-01 9.8896e-02 1.6877e-01 4.0695e-01 8.8153e-01 7.5106e-02 8.5239e-01 8.8266e-02
+#&gt; 31: 1.0105e+02 -4.0387e+00 -2.4368e+00 -4.0346e+00 -9.1098e-01 -5.4730e-02 5.1904e+00 4.0175e-02 3.0470e-01 9.3951e-02 1.6034e-01 3.8660e-01 8.7853e-01 8.0278e-02 8.7981e-01 8.6404e-02
+#&gt; 32: 1.0147e+02 -4.0435e+00 -2.4530e+00 -4.0365e+00 -9.1241e-01 -7.1281e-02 4.9309e+00 3.8166e-02 2.8947e-01 9.4694e-02 1.7475e-01 3.6727e-01 8.7005e-01 8.1398e-02 8.7784e-01 8.8976e-02
+#&gt; 33: 1.0144e+02 -4.0092e+00 -2.4279e+00 -4.0090e+00 -8.8656e-01 -1.4017e-01 5.2945e+00 3.6258e-02 2.9770e-01 1.0169e-01 1.6601e-01 3.4891e-01 9.2202e-01 7.8841e-02 8.7551e-01 8.4011e-02
+#&gt; 34: 1.0157e+02 -3.9839e+00 -2.4469e+00 -4.0180e+00 -8.3877e-01 -1.4664e-01 6.3506e+00 3.4445e-02 2.8282e-01 1.0831e-01 1.6850e-01 3.3146e-01 8.4403e-01 7.9056e-02 8.4620e-01 8.6363e-02
+#&gt; 35: 1.0149e+02 -3.9928e+00 -2.4771e+00 -4.0106e+00 -8.6974e-01 -1.4219e-01 6.2039e+00 3.2722e-02 2.8123e-01 1.1283e-01 1.6008e-01 3.1489e-01 9.1308e-01 7.8685e-02 7.8939e-01 8.7289e-02
+#&gt; 36: 1.0162e+02 -4.0099e+00 -2.4822e+00 -3.9880e+00 -8.7959e-01 -1.3237e-01 5.8937e+00 3.1086e-02 3.2200e-01 1.0719e-01 1.6077e-01 2.9914e-01 9.0821e-01 8.4066e-02 7.5559e-01 8.4838e-02
+#&gt; 37: 1.0102e+02 -3.9962e+00 -2.4852e+00 -3.9954e+00 -8.8307e-01 -9.2070e-02 5.5991e+00 2.9532e-02 3.3713e-01 1.0183e-01 1.5333e-01 2.8419e-01 8.3918e-01 8.5231e-02 7.6007e-01 8.9541e-02
+#&gt; 38: 1.0102e+02 -3.9987e+00 -2.5129e+00 -3.9833e+00 -8.7454e-01 -1.6469e-01 5.3191e+00 2.8055e-02 3.2027e-01 1.0792e-01 1.4707e-01 2.6998e-01 9.1490e-01 8.4715e-02 7.6778e-01 8.9241e-02
+#&gt; 39: 1.0054e+02 -3.9875e+00 -2.4301e+00 -3.9797e+00 -8.7222e-01 -1.9597e-01 7.3800e+00 2.6653e-02 3.0426e-01 1.0801e-01 1.4393e-01 2.5648e-01 9.5901e-01 7.8320e-02 8.1559e-01 9.2429e-02
+#&gt; 40: 1.0077e+02 -4.0057e+00 -2.4630e+00 -3.9849e+00 -8.6788e-01 -1.9606e-01 7.0110e+00 2.5320e-02 3.0385e-01 1.3164e-01 1.4567e-01 3.0284e-01 9.7123e-01 7.6328e-02 8.3681e-01 8.9349e-02
+#&gt; 41: 1.0069e+02 -4.0143e+00 -2.3805e+00 -3.9962e+00 -8.7503e-01 -1.8532e-01 6.6604e+00 2.4054e-02 3.0707e-01 1.4668e-01 1.5021e-01 3.0404e-01 1.0072e+00 7.3629e-02 9.4494e-01 8.4745e-02
+#&gt; 42: 1.0073e+02 -3.9861e+00 -2.4464e+00 -3.9919e+00 -8.7912e-01 -1.8435e-01 6.3274e+00 2.2851e-02 2.9171e-01 1.3935e-01 1.5080e-01 2.8883e-01 9.6502e-01 7.7470e-02 9.4221e-01 8.2459e-02
+#&gt; 43: 1.0104e+02 -3.9881e+00 -2.4156e+00 -3.9688e+00 -8.9448e-01 -2.3739e-01 6.0110e+00 2.1709e-02 2.7713e-01 1.3238e-01 1.5603e-01 2.7439e-01 9.7714e-01 7.1720e-02 8.5890e-01 8.6635e-02
+#&gt; 44: 1.0084e+02 -4.0117e+00 -2.4455e+00 -3.9753e+00 -8.8716e-01 -2.0112e-01 5.7105e+00 2.0623e-02 2.6327e-01 1.2741e-01 1.5200e-01 2.6067e-01 9.3289e-01 8.0543e-02 8.5055e-01 8.2921e-02
+#&gt; 45: 1.0071e+02 -3.9996e+00 -2.4359e+00 -3.9764e+00 -9.1082e-01 -2.4578e-01 5.4250e+00 1.9592e-02 2.5011e-01 1.3254e-01 1.6132e-01 2.8273e-01 9.5805e-01 7.7734e-02 7.8171e-01 8.4571e-02
+#&gt; 46: 1.0018e+02 -4.0077e+00 -2.4835e+00 -3.9739e+00 -8.6079e-01 -1.6592e-01 5.1537e+00 1.8613e-02 2.3760e-01 1.3830e-01 1.5392e-01 3.0295e-01 1.0931e+00 7.3274e-02 8.9544e-01 8.8388e-02
+#&gt; 47: 99.9834 -3.9991 -2.5292 -3.9863 -0.8820 -0.0796 4.8960 0.0177 0.2348 0.1376 0.1639 0.2878 0.9864 0.0837 0.9094 0.0832
+#&gt; 48: 99.9155 -4.0224 -2.5422 -3.9854 -0.8719 -0.0750 4.6512 0.0184 0.2251 0.1307 0.1596 0.2734 0.9841 0.0835 0.8696 0.0843
+#&gt; 49: 99.6136 -4.0397 -2.5172 -4.0115 -0.8774 -0.0922 5.2402 0.0175 0.2558 0.1242 0.1551 0.2597 0.9060 0.0816 0.8365 0.0869
+#&gt; 50: 99.4747 -4.0542 -2.4192 -3.9834 -0.9041 -0.1798 4.9782 0.0219 0.2695 0.1234 0.1474 0.2468 0.9269 0.0783 0.8593 0.0854
+#&gt; 51: 99.3401 -4.0386 -2.3951 -3.9661 -0.9181 -0.1887 4.7574 0.0213 0.2746 0.1522 0.1400 0.2344 0.9901 0.0781 0.8863 0.0928
+#&gt; 52: 99.7109 -4.0509 -2.4227 -3.9770 -0.9247 -0.1431 4.9004 0.0203 0.2688 0.1446 0.1330 0.2227 0.8999 0.0791 1.0265 0.0890
+#&gt; 53: 99.6496 -4.0397 -2.4398 -3.9752 -0.9193 -0.2119 5.1106 0.0193 0.2795 0.1527 0.1325 0.2116 0.8949 0.0788 0.9447 0.0872
+#&gt; 54: 99.9071 -4.0211 -2.3887 -3.9812 -0.9233 -0.1946 5.0887 0.0183 0.2763 0.1450 0.1365 0.2010 0.8793 0.0875 0.8643 0.0903
+#&gt; 55: 1.0012e+02 -4.0401e+00 -2.4203e+00 -3.9511e+00 -9.0712e-01 -2.5566e-01 5.7301e+00 1.7375e-02 2.7324e-01 1.3780e-01 1.6204e-01 1.9094e-01 9.7803e-01 7.6146e-02 9.0756e-01 8.7636e-02
+#&gt; 56: 1.0032e+02 -4.0207e+00 -2.4263e+00 -3.9533e+00 -8.7574e-01 -2.3076e-01 6.5321e+00 1.6507e-02 3.0821e-01 1.3091e-01 1.5394e-01 1.8139e-01 8.8520e-01 7.6350e-02 9.2796e-01 8.5283e-02
+#&gt; 57: 1.0028e+02 -4.0037e+00 -2.4301e+00 -3.9655e+00 -8.8472e-01 -1.8969e-01 9.8969e+00 1.5681e-02 2.9280e-01 1.2436e-01 1.4624e-01 1.7232e-01 9.2902e-01 7.4974e-02 8.9204e-01 8.4563e-02
+#&gt; 58: 1.0048e+02 -3.9928e+00 -2.4961e+00 -3.9709e+00 -9.0263e-01 -1.4516e-01 9.4021e+00 1.6151e-02 2.7816e-01 1.1814e-01 1.4165e-01 1.6370e-01 9.5145e-01 8.0233e-02 8.2896e-01 8.3498e-02
+#&gt; 59: 1.0060e+02 -4.0181e+00 -2.4963e+00 -3.9751e+00 -9.0684e-01 -1.1186e-01 8.9320e+00 1.9914e-02 3.0097e-01 1.1224e-01 1.4109e-01 1.5552e-01 9.9121e-01 7.3120e-02 8.6454e-01 8.2239e-02
+#&gt; 60: 1.0047e+02 -3.9976e+00 -2.4797e+00 -3.9780e+00 -8.9328e-01 -1.0814e-01 8.4854e+00 1.8918e-02 3.2275e-01 1.1591e-01 1.3404e-01 1.4774e-01 9.6968e-01 7.4984e-02 8.9831e-01 8.1655e-02
+#&gt; 61: 1.0040e+02 -4.0068e+00 -2.5217e+00 -3.9844e+00 -8.6447e-01 -1.0567e-01 8.0611e+00 1.7972e-02 3.1372e-01 1.1011e-01 1.2973e-01 1.4036e-01 9.1698e-01 7.8118e-02 9.1811e-01 8.4420e-02
+#&gt; 62: 1.0076e+02 -4.0080e+00 -2.4931e+00 -3.9623e+00 -8.9789e-01 -8.3896e-02 7.6580e+00 1.7073e-02 3.0460e-01 1.1254e-01 1.2324e-01 1.3334e-01 9.9032e-01 7.7618e-02 8.3808e-01 8.5031e-02
+#&gt; 63: 1.0064e+02 -4.0129e+00 -2.4731e+00 -3.9561e+00 -8.9103e-01 -8.8987e-02 7.2751e+00 1.6220e-02 2.8944e-01 1.1647e-01 1.4845e-01 1.2667e-01 1.0745e+00 7.6375e-02 8.4316e-01 8.6681e-02
+#&gt; 64: 1.0098e+02 -4.0094e+00 -2.4541e+00 -3.9604e+00 -9.1524e-01 -9.3413e-02 6.9114e+00 1.5409e-02 2.7497e-01 1.2065e-01 1.7095e-01 1.2034e-01 1.0963e+00 7.8304e-02 8.7104e-01 8.5727e-02
+#&gt; 65: 1.0070e+02 -4.0433e+00 -2.4793e+00 -3.9722e+00 -9.3012e-01 -6.5917e-02 6.5658e+00 1.4638e-02 2.7040e-01 1.1462e-01 1.9067e-01 1.1432e-01 9.7444e-01 8.4510e-02 8.7028e-01 8.6292e-02
+#&gt; 66: 1.0049e+02 -4.0656e+00 -2.4659e+00 -3.9898e+00 -9.4278e-01 -7.5929e-02 6.2375e+00 1.3906e-02 2.9347e-01 1.1997e-01 1.8114e-01 1.0860e-01 9.9830e-01 8.0902e-02 9.3551e-01 8.5261e-02
+#&gt; 67: 1.0046e+02 -4.0477e+00 -2.4685e+00 -3.9907e+00 -9.1503e-01 -9.8019e-02 5.9256e+00 1.3211e-02 3.2166e-01 1.1506e-01 1.7208e-01 1.0317e-01 8.6453e-01 9.0533e-02 8.3598e-01 8.6343e-02
+#&gt; 68: 1.0077e+02 -4.0575e+00 -2.4709e+00 -3.9523e+00 -9.2903e-01 -8.1099e-02 5.6294e+00 1.2818e-02 3.1005e-01 1.3665e-01 1.6347e-01 9.8015e-02 9.0181e-01 8.7058e-02 8.4937e-01 8.3248e-02
+#&gt; 69: 1.0086e+02 -4.0626e+00 -2.3922e+00 -3.9557e+00 -9.6741e-01 -3.5986e-02 5.3479e+00 1.2844e-02 3.3024e-01 1.2982e-01 1.5530e-01 9.3115e-02 9.8180e-01 8.3132e-02 8.6549e-01 8.8939e-02
+#&gt; 70: 1.0082e+02 -4.0640e+00 -2.4449e+00 -3.9787e+00 -9.5159e-01 -3.2904e-02 5.0805e+00 1.4346e-02 3.1373e-01 1.2333e-01 1.4754e-01 8.8459e-02 1.0129e+00 7.4856e-02 8.6688e-01 8.4769e-02
+#&gt; 71: 1.0072e+02 -4.0642e+00 -2.5069e+00 -3.9493e+00 -9.3453e-01 -4.4116e-02 4.8265e+00 1.3628e-02 3.0428e-01 1.2122e-01 1.4091e-01 8.4036e-02 1.0454e+00 7.7023e-02 8.9566e-01 8.1639e-02
+#&gt; 72: 1.0049e+02 -4.0609e+00 -2.4472e+00 -3.9669e+00 -9.3972e-01 -7.7498e-02 4.5852e+00 1.4441e-02 3.2552e-01 1.3911e-01 1.4144e-01 8.1899e-02 1.0114e+00 7.7019e-02 8.2312e-01 8.2494e-02
+#&gt; 73: 1.0022e+02 -4.0598e+00 -2.4410e+00 -3.9952e+00 -9.2810e-01 -1.1309e-01 4.3559e+00 1.3719e-02 3.3556e-01 1.3303e-01 1.4990e-01 1.1303e-01 9.6726e-01 7.6776e-02 8.6331e-01 8.3048e-02
+#&gt; 74: 1.0024e+02 -4.0628e+00 -2.4358e+00 -3.9977e+00 -9.1347e-01 -9.1966e-02 4.1381e+00 1.3033e-02 3.4332e-01 1.3418e-01 1.8099e-01 1.0738e-01 1.0158e+00 7.4697e-02 8.6366e-01 8.4370e-02
+#&gt; 75: 99.7847 -4.0500 -2.4401 -4.0018 -0.9252 -0.1013 4.4651 0.0124 0.3365 0.1399 0.1817 0.1020 1.0278 0.0779 0.9008 0.0841
+#&gt; 76: 99.9526 -4.0482 -2.4819 -3.9947 -0.9049 -0.0557 4.2419 0.0126 0.3248 0.1494 0.1726 0.1135 1.0493 0.0778 0.9341 0.0804
+#&gt; 77: 99.9982 -4.0184 -2.4951 -4.0043 -0.8927 -0.0688 5.2538 0.0120 0.3696 0.1419 0.1817 0.1078 1.0402 0.0839 0.9605 0.0848
+#&gt; 78: 1.0007e+02 -4.0210e+00 -2.4725e+00 -4.0040e+00 -8.9827e-01 2.3164e-03 6.4464e+00 1.1395e-02 3.7410e-01 1.3481e-01 2.0294e-01 1.0879e-01 9.7822e-01 8.7445e-02 9.9990e-01 8.2845e-02
+#&gt; 79: 99.3513 -4.0171 -2.5065 -4.0078 -0.8962 -0.0029 7.7527 0.0108 0.3554 0.1281 0.1928 0.1069 1.0455 0.0866 0.9982 0.0870
+#&gt; 80: 98.9945 -4.0172 -2.5412 -4.0341 -0.8891 -0.0187 9.8218 0.0103 0.3376 0.1217 0.1831 0.1457 0.9733 0.0894 1.0164 0.0832
+#&gt; 81: 99.0936 -4.0275 -2.5134 -4.0127 -0.8552 -0.0614 12.1567 0.0098 0.3494 0.1156 0.1740 0.1384 0.9509 0.0843 1.0171 0.0855
+#&gt; 82: 99.2481 -3.9996 -2.4945 -4.0011 -0.8914 -0.0492 11.5489 0.0128 0.3792 0.1098 0.1653 0.1315 0.9915 0.0818 1.0405 0.0928
+#&gt; 83: 99.6941 -3.9998 -2.4851 -3.9845 -0.8802 -0.0560 10.9714 0.0146 0.3602 0.1043 0.1570 0.1249 0.9934 0.0852 0.9707 0.0866
+#&gt; 84: 99.2185 -3.9920 -2.4843 -4.0051 -0.8546 -0.0642 10.4228 0.0153 0.3422 0.0991 0.1492 0.1187 0.9923 0.0833 0.9799 0.0873
+#&gt; 85: 98.8470 -3.9956 -2.4652 -4.0201 -0.8483 -0.0414 9.9017 0.0146 0.3251 0.0941 0.1417 0.1128 0.9732 0.0901 0.9035 0.0858
+#&gt; 86: 98.5012 -3.9841 -2.5148 -4.0250 -0.8408 -0.0551 9.4066 0.0148 0.3088 0.0962 0.1346 0.1071 0.8570 0.0932 0.8532 0.0896
+#&gt; 87: 99.0868 -4.0055 -2.5058 -4.0249 -0.8522 -0.0311 10.3528 0.0175 0.2934 0.1013 0.1411 0.1018 0.8802 0.0838 0.8849 0.0862
+#&gt; 88: 99.5158 -4.0031 -2.4437 -3.9866 -0.8894 -0.0963 9.9832 0.0167 0.3049 0.1030 0.1447 0.0967 0.9955 0.0834 0.8861 0.0893
+#&gt; 89: 99.5538 -4.0347 -2.4494 -4.0213 -0.8695 -0.0494 9.4841 0.0158 0.2897 0.0978 0.1543 0.0918 0.8597 0.0904 0.8959 0.0880
+#&gt; 90: 99.4422 -4.0453 -2.4398 -4.0114 -0.9279 -0.0745 9.8221 0.0150 0.2842 0.0929 0.1466 0.0944 0.9009 0.0871 0.8696 0.0924
+#&gt; 91: 98.8721 -4.0328 -2.4996 -4.0041 -0.8832 -0.0689 9.3310 0.0143 0.2700 0.0896 0.1444 0.1137 0.9567 0.0904 0.8680 0.0891
+#&gt; 92: 99.8390 -4.0418 -2.4914 -4.0182 -0.9279 -0.0460 10.9801 0.0136 0.2585 0.0949 0.1461 0.1210 1.0043 0.0908 0.8310 0.0939
+#&gt; 93: 1.0029e+02 -4.0313e+00 -2.4620e+00 -4.0187e+00 -8.9083e-01 -1.0908e-01 1.0431e+01 1.2890e-02 2.4559e-01 9.5757e-02 1.3878e-01 1.1565e-01 9.9174e-01 9.0056e-02 8.9538e-01 8.8925e-02
+#&gt; 94: 99.3285 -4.0295 -2.4523 -4.0235 -0.8828 -0.1190 10.9003 0.0137 0.2333 0.0915 0.1318 0.1212 1.0729 0.0779 0.9543 0.0907
+#&gt; 95: 99.4117 -4.0422 -2.3807 -4.0870 -0.8960 -0.0889 10.3553 0.0130 0.2216 0.0870 0.1253 0.1366 0.9127 0.0864 0.8901 0.0911
+#&gt; 96: 99.3348 -4.0401 -2.4009 -4.0698 -0.8730 -0.0622 9.8375 0.0123 0.2106 0.0826 0.1241 0.1297 0.8504 0.0836 0.9140 0.0881
+#&gt; 97: 99.4898 -4.0419 -2.4310 -4.0589 -0.8932 -0.0634 9.3456 0.0132 0.2000 0.0785 0.1224 0.1233 0.8770 0.0836 0.8715 0.0837
+#&gt; 98: 99.3750 -4.0704 -2.4353 -4.0616 -0.9333 -0.0846 8.8783 0.0136 0.1900 0.0746 0.1245 0.1171 0.8907 0.0838 0.9066 0.0832
+#&gt; 99: 99.6234 -4.0366 -2.3740 -4.0657 -0.9242 -0.0675 8.4344 0.0129 0.1805 0.0708 0.1182 0.1112 0.8814 0.0808 0.9511 0.0863
+#&gt; 100: 1.0025e+02 -4.0420e+00 -2.3557e+00 -4.0579e+00 -9.5051e-01 -6.3418e-02 8.0319e+00 1.2286e-02 1.7150e-01 6.7291e-02 1.1232e-01 1.0568e-01 8.5851e-01 8.7881e-02 8.9363e-01 8.5897e-02
+#&gt; 101: 1.0041e+02 -4.0461e+00 -2.3840e+00 -4.0384e+00 -9.3752e-01 -7.7594e-02 9.5649e+00 1.1672e-02 1.7509e-01 6.3926e-02 1.2760e-01 1.0039e-01 8.6733e-01 8.2748e-02 9.6277e-01 8.4274e-02
+#&gt; 102: 1.0095e+02 -4.0372e+00 -2.3633e+00 -4.0286e+00 -9.1961e-01 -6.5350e-02 1.1428e+01 1.1088e-02 1.8557e-01 6.0730e-02 1.3211e-01 9.5374e-02 9.3928e-01 8.0161e-02 9.7913e-01 8.4081e-02
+#&gt; 103: 1.0019e+02 -4.0236e+00 -2.4105e+00 -4.0337e+00 -9.1362e-01 -7.3859e-02 1.0856e+01 1.0534e-02 1.7629e-01 5.7693e-02 1.2695e-01 9.1362e-02 9.8491e-01 8.1430e-02 9.7682e-01 8.2250e-02
+#&gt; 104: 99.7755 -4.0280 -2.4452 -4.0197 -0.9112 -0.0810 11.0317 0.0100 0.1796 0.0548 0.1301 0.0868 0.9418 0.0816 0.9170 0.0806
+#&gt; 105: 1.0010e+02 -4.0418e+00 -2.4294e+00 -4.0225e+00 -9.1111e-01 -8.9920e-02 1.0480e+01 9.5070e-03 1.7060e-01 5.2068e-02 1.3987e-01 8.2454e-02 9.1944e-01 7.8110e-02 8.9266e-01 8.7228e-02
+#&gt; 106: 1.0025e+02 -4.0507e+00 -2.4134e+00 -4.0343e+00 -9.0244e-01 -8.4683e-02 1.3506e+01 9.0316e-03 1.6207e-01 4.9465e-02 1.5337e-01 7.8331e-02 9.9609e-01 8.4473e-02 8.7046e-01 8.5479e-02
+#&gt; 107: 1.0014e+02 -4.0468e+00 -2.3972e+00 -4.0196e+00 -9.3650e-01 -2.4087e-02 1.2830e+01 8.5801e-03 1.6027e-01 4.6992e-02 1.5429e-01 8.2493e-02 9.8959e-01 8.2626e-02 8.3427e-01 8.8197e-02
+#&gt; 108: 1.0114e+02 -4.0338e+00 -2.4307e+00 -4.0724e+00 -9.1363e-01 1.1952e-02 1.2189e+01 8.1511e-03 1.5563e-01 4.4854e-02 1.7315e-01 7.8368e-02 9.8589e-01 7.8130e-02 9.0460e-01 8.2870e-02
+#&gt; 109: 1.0066e+02 -4.0550e+00 -2.4094e+00 -4.0641e+00 -9.0945e-01 -1.5401e-03 1.3149e+01 7.7435e-03 1.4785e-01 4.2612e-02 1.7232e-01 7.4450e-02 1.0942e+00 7.4816e-02 9.1706e-01 8.5333e-02
+#&gt; 110: 1.0111e+02 -4.0266e+00 -2.4047e+00 -4.0646e+00 -9.0541e-01 -1.7212e-02 1.2492e+01 7.3563e-03 1.4046e-01 4.0481e-02 1.8132e-01 7.0727e-02 1.0508e+00 7.9457e-02 9.8990e-01 8.2975e-02
+#&gt; 111: 1.0155e+02 -4.0274e+00 -2.3645e+00 -4.0663e+00 -9.4902e-01 -1.8882e-02 1.1867e+01 8.7757e-03 1.4436e-01 3.8457e-02 1.7225e-01 6.7191e-02 1.0217e+00 7.7437e-02 9.9196e-01 8.1580e-02
+#&gt; 112: 1.0209e+02 -4.0230e+00 -2.3938e+00 -4.0375e+00 -9.5447e-01 -5.0888e-02 1.4321e+01 8.3370e-03 1.4863e-01 3.6534e-02 1.6778e-01 8.2186e-02 9.3085e-01 8.3291e-02 9.8775e-01 7.9492e-02
+#&gt; 113: 1.0188e+02 -4.0173e+00 -2.3804e+00 -4.0403e+00 -9.6152e-01 -7.7453e-02 1.3605e+01 7.9201e-03 1.5060e-01 3.4708e-02 1.7341e-01 8.4506e-02 9.0783e-01 8.7383e-02 9.4854e-01 8.2648e-02
+#&gt; 114: 1.0239e+02 -4.0081e+00 -2.3724e+00 -4.0332e+00 -9.4315e-01 -7.4933e-02 1.2925e+01 7.5241e-03 1.4307e-01 3.2972e-02 1.6695e-01 8.0281e-02 9.2775e-01 8.4314e-02 9.6195e-01 7.9448e-02
+#&gt; 115: 1.0199e+02 -4.0127e+00 -2.3773e+00 -4.0472e+00 -9.5157e-01 -2.0947e-02 1.2279e+01 7.4483e-03 1.3592e-01 3.1324e-02 1.6705e-01 7.6267e-02 9.4956e-01 7.6989e-02 1.0340e+00 8.5564e-02
+#&gt; 116: 1.0122e+02 -4.0264e+00 -2.4014e+00 -4.0509e+00 -9.1462e-01 -2.3511e-02 1.1665e+01 7.0759e-03 1.2912e-01 2.9757e-02 1.5870e-01 7.2453e-02 9.3580e-01 8.2952e-02 9.3341e-01 8.3302e-02
+#&gt; 117: 1.0112e+02 -4.0326e+00 -2.4093e+00 -4.0559e+00 -8.9743e-01 -2.0572e-02 1.1082e+01 6.7221e-03 1.2266e-01 2.8269e-02 1.5339e-01 6.8831e-02 9.0879e-01 8.4441e-02 9.1432e-01 8.0538e-02
+#&gt; 118: 1.0123e+02 -4.0411e+00 -2.4077e+00 -4.0556e+00 -9.2971e-01 -2.1885e-02 1.0528e+01 6.3860e-03 1.1653e-01 3.3123e-02 1.6947e-01 6.5389e-02 9.7140e-01 8.6671e-02 8.9874e-01 8.1670e-02
+#&gt; 119: 1.0098e+02 -4.0538e+00 -2.3515e+00 -4.0607e+00 -9.5433e-01 -7.5743e-02 1.0001e+01 6.0667e-03 1.1070e-01 3.1467e-02 1.8338e-01 6.2120e-02 9.1537e-01 8.4827e-02 9.2420e-01 8.2769e-02
+#&gt; 120: 1.0076e+02 -4.0573e+00 -2.3627e+00 -4.0329e+00 -9.3251e-01 -6.7669e-02 9.5011e+00 5.7634e-03 1.0517e-01 3.2868e-02 1.7422e-01 6.6096e-02 9.5247e-01 8.5343e-02 9.4678e-01 8.5335e-02
+#&gt; 121: 1.0085e+02 -4.0450e+00 -2.3478e+00 -4.0692e+00 -9.2333e-01 -9.8005e-03 9.0261e+00 5.4752e-03 9.9911e-02 3.1225e-02 1.6550e-01 7.1593e-02 8.5572e-01 8.8654e-02 1.0248e+00 8.0646e-02
+#&gt; 122: 1.0164e+02 -4.0325e+00 -2.3562e+00 -4.0680e+00 -9.4287e-01 -1.2103e-02 8.5748e+00 5.3493e-03 9.4915e-02 2.9663e-02 1.6347e-01 6.8014e-02 8.4872e-01 8.6803e-02 1.0282e+00 8.0381e-02
+#&gt; 123: 1.0184e+02 -4.0521e+00 -2.3504e+00 -4.0714e+00 -9.5966e-01 -9.1996e-05 8.1460e+00 5.0818e-03 9.8247e-02 3.0007e-02 1.7746e-01 6.4613e-02 9.7181e-01 8.0986e-02 9.8860e-01 8.0317e-02
+#&gt; 124: 1.0235e+02 -4.0674e+00 -2.3315e+00 -4.0874e+00 -9.9802e-01 3.8818e-02 7.7387e+00 4.8277e-03 9.3335e-02 2.8506e-02 1.7611e-01 6.8940e-02 9.7376e-01 7.6658e-02 9.9156e-01 8.4407e-02
+#&gt; 125: 1.0257e+02 -4.0718e+00 -2.3604e+00 -4.0627e+00 -1.0591e+00 2.4685e-02 7.3518e+00 4.5863e-03 8.8668e-02 3.0650e-02 1.8671e-01 6.5493e-02 1.0275e+00 8.2278e-02 1.0896e+00 8.0976e-02
+#&gt; 126: 1.0287e+02 -4.0691e+00 -2.3103e+00 -4.0552e+00 -1.0174e+00 2.1863e-02 7.5644e+00 4.3570e-03 1.0937e-01 2.9117e-02 1.7738e-01 6.2218e-02 9.2668e-01 7.9560e-02 9.5409e-01 8.4671e-02
+#&gt; 127: 1.0327e+02 -4.0528e+00 -2.3141e+00 -4.0522e+00 -1.0108e+00 4.4779e-03 7.1862e+00 4.1392e-03 1.2239e-01 2.7661e-02 1.6925e-01 5.9107e-02 9.1372e-01 7.9536e-02 9.9164e-01 8.2999e-02
+#&gt; 128: 1.0352e+02 -4.0496e+00 -2.2880e+00 -4.0496e+00 -1.0063e+00 -1.3248e-02 7.6721e+00 3.9613e-03 1.1627e-01 2.6278e-02 1.7517e-01 8.0231e-02 8.4407e-01 8.5078e-02 9.4382e-01 8.7530e-02
+#&gt; 129: 1.0345e+02 -4.0715e+00 -2.3090e+00 -4.0400e+00 -1.0276e+00 -1.8301e-02 8.2197e+00 3.7633e-03 1.1046e-01 2.7141e-02 1.9366e-01 7.6220e-02 9.3357e-01 8.2674e-02 9.7064e-01 8.6011e-02
+#&gt; 130: 1.0245e+02 -4.0787e+00 -2.3263e+00 -4.0106e+00 -1.0200e+00 -8.5976e-02 7.8087e+00 4.0830e-03 1.3607e-01 2.6631e-02 2.2700e-01 7.2409e-02 9.8233e-01 7.9348e-02 9.6780e-01 8.2658e-02
+#&gt; 131: 1.0217e+02 -4.0760e+00 -2.2525e+00 -4.0082e+00 -1.0099e+00 -1.6111e-01 7.4183e+00 3.8789e-03 1.3972e-01 2.5299e-02 2.2508e-01 6.8788e-02 1.0066e+00 7.8692e-02 9.4684e-01 8.4349e-02
+#&gt; 132: 1.0185e+02 -4.0792e+00 -2.2309e+00 -3.9996e+00 -9.8302e-01 -2.2504e-01 7.0474e+00 4.0356e-03 1.3743e-01 2.4034e-02 2.1383e-01 7.7346e-02 9.4225e-01 7.9110e-02 9.5160e-01 8.4398e-02
+#&gt; 133: 1.0135e+02 -4.0818e+00 -2.2219e+00 -4.0054e+00 -9.7264e-01 -1.8912e-01 7.1932e+00 3.8338e-03 1.3056e-01 2.2833e-02 2.0314e-01 7.6769e-02 1.0031e+00 8.5400e-02 1.0034e+00 8.4805e-02
+#&gt; 134: 1.0148e+02 -4.0782e+00 -2.2492e+00 -3.9886e+00 -9.5184e-01 -1.5049e-01 6.8336e+00 3.6422e-03 1.2403e-01 2.3398e-02 1.9298e-01 7.2931e-02 9.3696e-01 8.3566e-02 9.4742e-01 8.9137e-02
+#&gt; 135: 1.0145e+02 -4.0852e+00 -2.3062e+00 -4.0011e+00 -9.4444e-01 -1.6803e-01 6.4919e+00 3.4600e-03 1.1783e-01 2.2228e-02 1.8333e-01 6.9284e-02 9.4846e-01 8.3087e-02 9.7774e-01 8.2610e-02
+#&gt; 136: 1.0177e+02 -4.0861e+00 -2.2785e+00 -3.9890e+00 -9.9625e-01 -1.8938e-01 6.1673e+00 3.2870e-03 1.1752e-01 2.1116e-02 1.8815e-01 6.5820e-02 9.3634e-01 8.5255e-02 1.1001e+00 8.5332e-02
+#&gt; 137: 1.0200e+02 -4.0928e+00 -2.1946e+00 -3.9974e+00 -1.0098e+00 -1.8810e-01 5.8589e+00 3.1227e-03 1.2394e-01 2.1203e-02 1.7874e-01 7.2232e-02 1.0048e+00 7.3422e-02 1.0222e+00 8.3484e-02
+#&gt; 138: 1.0214e+02 -4.0820e+00 -2.2052e+00 -3.9737e+00 -1.0420e+00 -2.0594e-01 5.5660e+00 3.8937e-03 1.9164e-01 2.0143e-02 1.6980e-01 6.8621e-02 1.0126e+00 7.6106e-02 1.0780e+00 8.2960e-02
+#&gt; 139: 1.0249e+02 -4.0785e+00 -2.1649e+00 -3.9567e+00 -1.0095e+00 -2.8807e-01 5.2877e+00 3.6990e-03 1.8647e-01 1.9135e-02 1.6131e-01 6.5190e-02 1.0030e+00 7.9858e-02 1.0611e+00 8.4109e-02
+#&gt; 140: 1.0184e+02 -4.0847e+00 -2.1800e+00 -3.9565e+00 -9.9415e-01 -2.8869e-01 5.0233e+00 4.0857e-03 1.9502e-01 1.8179e-02 1.6676e-01 6.2879e-02 9.5962e-01 7.8117e-02 9.9649e-01 8.4914e-02
+#&gt; 141: 1.0195e+02 -4.1012e+00 -2.1831e+00 -3.9488e+00 -9.9515e-01 -3.1864e-01 4.7721e+00 3.8814e-03 1.8527e-01 1.7270e-02 1.6797e-01 6.1084e-02 9.0969e-01 8.2722e-02 1.0122e+00 8.2518e-02
+#&gt; 142: 1.0233e+02 -4.1139e+00 -2.1692e+00 -3.9542e+00 -1.0023e+00 -3.3242e-01 4.5335e+00 3.6873e-03 2.0662e-01 1.6406e-02 1.5957e-01 5.8030e-02 9.4761e-01 8.4629e-02 1.0342e+00 8.3954e-02
+#&gt; 143: 1.0217e+02 -4.1103e+00 -2.1380e+00 -3.9511e+00 -1.0300e+00 -2.5992e-01 5.2035e+00 4.7053e-03 1.9629e-01 1.5586e-02 1.5979e-01 5.5128e-02 8.9255e-01 7.9042e-02 1.0461e+00 8.6952e-02
+#&gt; 144: 1.0185e+02 -4.1335e+00 -2.1911e+00 -3.9650e+00 -1.0440e+00 -2.4451e-01 5.0998e+00 4.4700e-03 1.8648e-01 1.9590e-02 1.5534e-01 5.2372e-02 9.7863e-01 8.3932e-02 1.0197e+00 8.7673e-02
+#&gt; 145: 1.0242e+02 -4.1445e+00 -2.1203e+00 -3.9616e+00 -1.0426e+00 -2.7120e-01 4.8448e+00 4.2465e-03 1.7715e-01 1.8611e-02 1.4757e-01 4.9753e-02 1.0024e+00 8.4131e-02 1.0768e+00 8.5388e-02
+#&gt; 146: 1.0236e+02 -4.1519e+00 -2.1958e+00 -3.9779e+00 -9.8615e-01 -2.5863e-01 4.6026e+00 4.0718e-03 1.6829e-01 1.7680e-02 1.6407e-01 4.7266e-02 1.0740e+00 8.2413e-02 1.0706e+00 8.3410e-02
+#&gt; 147: 1.0251e+02 -4.1465e+00 -2.2042e+00 -3.9775e+00 -1.0317e+00 -2.2757e-01 4.3725e+00 3.8682e-03 1.5988e-01 1.6796e-02 1.7016e-01 4.4902e-02 9.7748e-01 8.3376e-02 1.0880e+00 8.1968e-02
+#&gt; 148: 1.0244e+02 -4.1432e+00 -2.1786e+00 -3.9792e+00 -1.0442e+00 -2.2002e-01 4.9671e+00 3.6748e-03 1.5189e-01 1.5956e-02 2.2196e-01 4.2657e-02 1.0412e+00 7.8051e-02 1.1051e+00 8.1618e-02
+#&gt; 149: 1.0219e+02 -4.1384e+00 -2.2318e+00 -3.9757e+00 -1.0438e+00 -2.4124e-01 4.7187e+00 3.4910e-03 1.4429e-01 1.6061e-02 2.1086e-01 4.0524e-02 1.0082e+00 8.0377e-02 1.1455e+00 8.0545e-02
+#&gt; 150: 1.0264e+02 -4.1498e+00 -2.2352e+00 -3.9915e+00 -1.0669e+00 -2.1255e-01 4.4828e+00 3.3165e-03 1.3708e-01 1.7218e-02 2.0032e-01 3.8498e-02 9.5031e-01 8.7248e-02 9.8770e-01 8.3250e-02
+#&gt; 151: 1.0250e+02 -4.1365e+00 -2.1876e+00 -3.9939e+00 -1.0568e+00 -1.8159e-01 4.2587e+00 3.1507e-03 1.3022e-01 1.7383e-02 1.9030e-01 3.6573e-02 9.6938e-01 8.0203e-02 1.0578e+00 8.3430e-02
+#&gt; 152: 1.0256e+02 -4.1370e+00 -2.2238e+00 -4.0047e+00 -1.0406e+00 -1.8764e-01 1.9609e+00 1.4191e-03 1.1882e-01 1.7924e-02 1.6889e-01 4.1216e-02 9.1972e-01 7.8573e-02 1.0717e+00 8.0882e-02
+#&gt; 153: 1.0219e+02 -4.1299e+00 -2.2139e+00 -3.9917e+00 -9.9964e-01 -2.0505e-01 1.8258e+00 1.0432e-03 8.4660e-02 2.1446e-02 1.7634e-01 3.5573e-02 9.3702e-01 8.4860e-02 1.0145e+00 8.3329e-02
+#&gt; 154: 1.0199e+02 -4.1354e+00 -2.2231e+00 -3.9779e+00 -1.0155e+00 -2.2573e-01 2.6463e+00 5.8153e-04 8.8101e-02 2.3167e-02 1.6103e-01 3.3874e-02 9.5360e-01 8.6215e-02 9.5723e-01 8.4603e-02
+#&gt; 155: 1.0234e+02 -4.1239e+00 -2.2137e+00 -3.9802e+00 -1.0070e+00 -2.3158e-01 2.9697e+00 6.6709e-04 1.1190e-01 2.0949e-02 1.8298e-01 3.1557e-02 9.2910e-01 8.2509e-02 9.8680e-01 8.5206e-02
+#&gt; 156: 1.0253e+02 -4.1269e+00 -2.2370e+00 -3.9682e+00 -1.0420e+00 -2.1219e-01 2.7267e+00 6.8451e-04 8.9651e-02 2.4380e-02 1.6613e-01 3.4846e-02 9.3608e-01 8.7506e-02 9.0446e-01 8.1755e-02
+#&gt; 157: 1.0265e+02 -4.1241e+00 -2.2179e+00 -3.9676e+00 -1.0308e+00 -2.2480e-01 2.1278e+00 4.9811e-04 6.7161e-02 1.9758e-02 1.5607e-01 4.4198e-02 9.4162e-01 8.7311e-02 9.9147e-01 7.9857e-02
+#&gt; 158: 1.0239e+02 -4.1219e+00 -2.1615e+00 -3.9781e+00 -1.0384e+00 -2.6750e-01 2.5310e+00 4.8270e-04 6.5662e-02 1.8085e-02 1.7665e-01 4.4020e-02 8.8632e-01 8.6004e-02 1.0425e+00 8.2894e-02
+#&gt; 159: 1.0270e+02 -4.1204e+00 -2.1837e+00 -3.9530e+00 -1.0587e+00 -2.5809e-01 3.4348e+00 5.6788e-04 6.5500e-02 1.9540e-02 1.8629e-01 4.0730e-02 9.5079e-01 8.2399e-02 9.9316e-01 8.3381e-02
+#&gt; 160: 1.0282e+02 -4.1223e+00 -2.1325e+00 -3.9734e+00 -1.0068e+00 -2.8751e-01 3.9652e+00 7.6565e-04 8.5246e-02 1.7068e-02 1.7587e-01 3.0778e-02 9.1802e-01 8.0158e-02 9.9642e-01 8.1564e-02
+#&gt; 161: 1.0330e+02 -4.1180e+00 -2.1879e+00 -3.9743e+00 -1.0268e+00 -2.8812e-01 4.9153e+00 5.8033e-04 8.0457e-02 1.8555e-02 1.7312e-01 3.3941e-02 8.6920e-01 8.2509e-02 9.5632e-01 8.1798e-02
+#&gt; 162: 1.0335e+02 -4.1182e+00 -2.2089e+00 -3.9566e+00 -1.0409e+00 -2.7390e-01 3.6169e+00 2.8392e-04 1.0776e-01 1.9589e-02 1.6479e-01 2.8481e-02 8.8603e-01 8.7799e-02 9.5197e-01 7.9563e-02
+#&gt; 163: 1.0294e+02 -4.1181e+00 -2.2025e+00 -3.9462e+00 -9.9783e-01 -3.0753e-01 3.7234e+00 1.6293e-04 9.6922e-02 2.4842e-02 1.9367e-01 3.1473e-02 9.0380e-01 9.1697e-02 9.4394e-01 8.2786e-02
+#&gt; 164: 1.0246e+02 -4.1155e+00 -2.2157e+00 -3.9736e+00 -9.9866e-01 -2.9356e-01 3.9439e+00 1.9405e-04 1.0404e-01 2.8435e-02 1.9043e-01 3.1239e-02 8.9853e-01 8.9427e-02 9.2586e-01 8.3170e-02
+#&gt; 165: 1.0204e+02 -4.1117e+00 -2.2133e+00 -3.9674e+00 -1.0079e+00 -2.6996e-01 3.0774e+00 1.6591e-04 7.0005e-02 2.8285e-02 2.0813e-01 2.4574e-02 8.9719e-01 9.1629e-02 9.8242e-01 8.3692e-02
+#&gt; 166: 1.0207e+02 -4.1164e+00 -2.2192e+00 -3.9893e+00 -1.0354e+00 -2.7396e-01 1.8145e+00 8.4168e-05 9.0739e-02 2.7410e-02 2.1403e-01 2.4311e-02 8.9386e-01 9.2727e-02 9.4636e-01 8.4238e-02
+#&gt; 167: 1.0187e+02 -4.1149e+00 -2.2185e+00 -3.9708e+00 -1.0036e+00 -2.5751e-01 1.5355e+00 4.0974e-05 9.9346e-02 2.2030e-02 2.1916e-01 2.6726e-02 9.1055e-01 8.1030e-02 1.0098e+00 7.9180e-02
+#&gt; 168: 1.0172e+02 -4.1167e+00 -2.2673e+00 -3.9702e+00 -9.8388e-01 -2.1404e-01 1.4836e+00 2.7779e-05 7.7509e-02 2.9513e-02 1.9543e-01 3.4526e-02 1.0152e+00 8.1248e-02 9.7482e-01 8.0746e-02
+#&gt; 169: 1.0175e+02 -4.1171e+00 -2.2634e+00 -3.9701e+00 -9.5962e-01 -2.4130e-01 1.4263e+00 4.7370e-05 5.0986e-02 2.8211e-02 2.2554e-01 3.9909e-02 9.8519e-01 7.8842e-02 1.0023e+00 8.5684e-02
+#&gt; 170: 1.0177e+02 -4.1189e+00 -2.2417e+00 -3.9834e+00 -1.0059e+00 -2.6551e-01 9.9010e-01 3.7247e-05 4.2517e-02 2.9791e-02 1.8705e-01 4.2435e-02 9.6604e-01 8.8427e-02 9.6699e-01 8.3986e-02
+#&gt; 171: 1.0182e+02 -4.1187e+00 -2.2464e+00 -3.9953e+00 -9.8154e-01 -2.5146e-01 7.4179e-01 3.2420e-05 5.0690e-02 3.0483e-02 1.7888e-01 6.3177e-02 9.2784e-01 8.4814e-02 1.0018e+00 8.4070e-02
+#&gt; 172: 1.0184e+02 -4.1178e+00 -2.2483e+00 -4.0009e+00 -1.0096e+00 -2.2636e-01 9.6710e-01 2.6981e-05 3.1321e-02 2.7772e-02 1.9767e-01 7.4969e-02 9.9720e-01 8.1434e-02 9.5483e-01 8.3419e-02
+#&gt; 173: 1.0160e+02 -4.1183e+00 -2.2513e+00 -3.9920e+00 -9.8456e-01 -2.0144e-01 4.9964e-01 2.1222e-05 4.1909e-02 2.8101e-02 2.1163e-01 1.2811e-01 9.6384e-01 8.0352e-02 9.2496e-01 8.2328e-02
+#&gt; 174: 1.0159e+02 -4.1179e+00 -2.2334e+00 -4.0068e+00 -1.0316e+00 -2.0656e-01 4.6608e-01 1.8044e-05 4.4647e-02 2.8273e-02 2.0083e-01 1.2780e-01 9.4612e-01 8.3630e-02 8.9385e-01 8.3930e-02
+#&gt; 175: 1.0159e+02 -4.1182e+00 -2.2567e+00 -3.9972e+00 -1.0299e+00 -1.6534e-01 4.5228e-01 2.0060e-05 8.5751e-02 2.5343e-02 1.7864e-01 8.6977e-02 9.5795e-01 7.8867e-02 8.9213e-01 8.4362e-02
+#&gt; 176: 1.0159e+02 -4.1183e+00 -2.2109e+00 -3.9983e+00 -1.0210e+00 -2.0879e-01 5.3694e-01 2.0264e-05 1.2835e-01 2.5563e-02 1.9469e-01 6.0808e-02 9.1537e-01 7.8520e-02 9.3355e-01 8.3608e-02
+#&gt; 177: 1.0155e+02 -4.1193e+00 -2.2587e+00 -3.9825e+00 -1.0180e+00 -1.6859e-01 4.4935e-01 3.0321e-05 1.3509e-01 2.4979e-02 2.0113e-01 6.3617e-02 9.7277e-01 7.8515e-02 9.2667e-01 8.5309e-02
+#&gt; 178: 1.0158e+02 -4.1196e+00 -2.2679e+00 -4.0231e+00 -1.0143e+00 -1.6084e-01 6.7629e-01 3.2855e-05 6.8816e-02 2.7808e-02 1.8944e-01 8.1814e-02 8.8319e-01 8.0114e-02 9.5183e-01 8.2195e-02
+#&gt; 179: 1.0166e+02 -4.1190e+00 -2.2764e+00 -3.9875e+00 -1.0061e+00 -1.8260e-01 7.1129e-01 3.8250e-05 7.5489e-02 2.4148e-02 1.8082e-01 7.1172e-02 9.1387e-01 8.0813e-02 9.6660e-01 8.2457e-02
+#&gt; 180: 1.0179e+02 -4.1202e+00 -2.2848e+00 -3.9974e+00 -9.9825e-01 -2.0277e-01 5.5755e-01 2.8041e-05 8.6779e-02 2.7193e-02 1.8826e-01 6.5133e-02 8.8812e-01 8.2655e-02 9.2100e-01 7.9919e-02
+#&gt; 181: 1.0176e+02 -4.1200e+00 -2.2704e+00 -3.9954e+00 -1.0194e+00 -1.6896e-01 4.3842e-01 2.2428e-05 7.4093e-02 3.0526e-02 2.3473e-01 1.0537e-01 9.2303e-01 8.2141e-02 9.2941e-01 8.4699e-02
+#&gt; 182: 1.0182e+02 -4.1211e+00 -2.3159e+00 -4.0259e+00 -1.0162e+00 -1.2876e-01 3.4993e-01 1.5716e-05 5.9887e-02 2.6422e-02 2.1757e-01 1.0488e-01 9.1725e-01 9.4143e-02 9.7674e-01 8.8668e-02
+#&gt; 183: 1.0184e+02 -4.1216e+00 -2.2985e+00 -4.0278e+00 -1.0136e+00 -1.3154e-01 2.6456e-01 1.2552e-05 5.7149e-02 3.2712e-02 2.0632e-01 1.5501e-01 9.2464e-01 8.5394e-02 8.8699e-01 8.4279e-02
+#&gt; 184: 1.0172e+02 -4.1212e+00 -2.2726e+00 -4.0189e+00 -1.0280e+00 -1.2967e-01 3.0582e-01 7.5239e-06 8.2812e-02 2.9556e-02 1.9725e-01 1.3753e-01 9.0862e-01 8.1319e-02 9.0031e-01 8.3491e-02
+#&gt; 185: 1.0178e+02 -4.1208e+00 -2.2858e+00 -4.0272e+00 -1.0063e+00 -1.6155e-01 3.0856e-01 4.5894e-06 8.8870e-02 2.5817e-02 1.9251e-01 1.0670e-01 9.1157e-01 7.7834e-02 9.6258e-01 7.8990e-02
+#&gt; 186: 1.0198e+02 -4.1208e+00 -2.2682e+00 -4.0401e+00 -9.8523e-01 -1.1556e-01 2.4761e-01 3.2640e-06 7.5614e-02 2.1067e-02 1.9085e-01 9.0045e-02 8.5090e-01 8.6621e-02 1.0145e+00 8.1864e-02
+#&gt; 187: 1.0197e+02 -4.1208e+00 -2.2788e+00 -4.0281e+00 -1.0066e+00 -1.0149e-01 2.0460e-01 4.5073e-06 7.8797e-02 2.3861e-02 2.0725e-01 7.9771e-02 9.6253e-01 8.2363e-02 9.3855e-01 8.3939e-02
+#&gt; 188: 1.0196e+02 -4.1207e+00 -2.3105e+00 -4.0149e+00 -1.0217e+00 -9.0603e-02 2.2178e-01 3.6903e-06 8.9793e-02 2.1775e-02 1.9248e-01 8.2415e-02 9.4078e-01 8.1247e-02 9.1756e-01 8.2786e-02
+#&gt; 189: 1.0202e+02 -4.1204e+00 -2.2702e+00 -4.0430e+00 -1.0032e+00 -1.1308e-01 2.2944e-01 3.5141e-06 7.8575e-02 2.4885e-02 2.0968e-01 8.2380e-02 9.5115e-01 8.1619e-02 9.2134e-01 8.9958e-02
+#&gt; 190: 1.0195e+02 -4.1207e+00 -2.3126e+00 -4.0312e+00 -1.0154e+00 -6.3842e-02 2.5129e-01 2.6517e-06 4.2267e-02 2.2084e-02 1.9361e-01 7.0492e-02 9.3985e-01 8.5817e-02 9.3893e-01 8.7011e-02
+#&gt; 191: 1.0203e+02 -4.1206e+00 -2.2758e+00 -4.0290e+00 -1.0102e+00 -3.1042e-02 1.7935e-01 3.4489e-06 5.7444e-02 2.3544e-02 1.9651e-01 7.9509e-02 9.5213e-01 8.2030e-02 1.0054e+00 8.7523e-02
+#&gt; 192: 1.0199e+02 -4.1205e+00 -2.2969e+00 -4.0329e+00 -1.0364e+00 -8.3705e-02 1.5785e-01 3.5081e-06 7.4305e-02 2.2992e-02 1.9662e-01 7.7684e-02 9.2601e-01 8.3027e-02 9.8642e-01 8.3428e-02
+#&gt; 193: 1.0196e+02 -4.1205e+00 -2.2661e+00 -4.0513e+00 -9.9271e-01 -4.6516e-02 1.2084e-01 2.6911e-06 6.8360e-02 3.5444e-02 1.9649e-01 7.5188e-02 9.1949e-01 7.9194e-02 1.0046e+00 8.5964e-02
+#&gt; 194: 1.0198e+02 -4.1207e+00 -2.2817e+00 -4.0520e+00 -9.9852e-01 -8.4466e-02 1.3596e-01 1.5511e-06 6.5142e-02 4.1562e-02 1.9137e-01 9.6992e-02 9.6709e-01 7.6757e-02 9.7566e-01 8.3784e-02
+#&gt; 195: 1.0200e+02 -4.1207e+00 -2.3076e+00 -4.0637e+00 -1.0028e+00 -7.2489e-02 1.0942e-01 1.6451e-06 6.1364e-02 4.6242e-02 1.9470e-01 9.3546e-02 9.9614e-01 8.1292e-02 9.7814e-01 8.1909e-02
+#&gt; 196: 1.0194e+02 -4.1205e+00 -2.2970e+00 -4.0482e+00 -9.8816e-01 -6.8493e-02 1.1918e-01 1.2629e-06 4.2775e-02 3.6925e-02 2.3565e-01 7.7784e-02 8.9524e-01 9.2250e-02 9.8003e-01 8.2408e-02
+#&gt; 197: 1.0199e+02 -4.1205e+00 -2.3075e+00 -4.0418e+00 -1.0196e+00 -6.8458e-02 1.7674e-01 7.5205e-07 5.2125e-02 2.9288e-02 2.1892e-01 8.4416e-02 8.9857e-01 9.1154e-02 1.0377e+00 8.3604e-02
+#&gt; 198: 1.0197e+02 -4.1206e+00 -2.3051e+00 -4.0367e+00 -1.0252e+00 -6.9200e-02 9.1625e-02 6.6068e-07 4.7665e-02 2.8907e-02 1.8679e-01 7.5787e-02 9.0272e-01 8.8077e-02 9.2929e-01 8.0385e-02
+#&gt; 199: 1.0192e+02 -4.1204e+00 -2.3163e+00 -4.0506e+00 -1.0152e+00 -5.3872e-02 6.8196e-02 5.5789e-07 6.0471e-02 3.1730e-02 2.0053e-01 6.8557e-02 9.0478e-01 8.5910e-02 9.3814e-01 8.2211e-02
+#&gt; 200: 1.0195e+02 -4.1205e+00 -2.3141e+00 -4.0728e+00 -1.0010e+00 -2.5675e-03 6.5235e-02 6.9762e-07 5.8458e-02 2.8504e-02 2.0377e-01 4.9513e-02 8.5640e-01 8.6640e-02 9.5731e-01 8.4390e-02
+#&gt; 201: 1.0195e+02 -4.1205e+00 -2.3106e+00 -4.0774e+00 -9.9012e-01 5.1724e-03 5.1225e-02 5.4222e-07 6.0577e-02 3.3554e-02 2.0505e-01 4.4738e-02 8.8073e-01 8.5488e-02 9.6928e-01 8.4895e-02
+#&gt; 202: 1.0194e+02 -4.1205e+00 -2.3078e+00 -4.0767e+00 -9.9283e-01 3.9328e-03 4.5461e-02 4.8520e-07 6.7405e-02 3.4599e-02 2.1312e-01 4.6664e-02 9.0528e-01 8.4189e-02 9.8043e-01 8.5266e-02
+#&gt; 203: 1.0193e+02 -4.1205e+00 -2.3029e+00 -4.0790e+00 -9.8990e-01 -9.1380e-03 4.7128e-02 5.0468e-07 6.8524e-02 3.6050e-02 2.1378e-01 5.1774e-02 9.0923e-01 8.4899e-02 9.8928e-01 8.4613e-02
+#&gt; 204: 1.0192e+02 -4.1205e+00 -2.3080e+00 -4.0760e+00 -9.8833e-01 -1.2434e-02 4.8184e-02 4.9472e-07 6.4152e-02 3.5604e-02 2.0954e-01 5.1354e-02 9.1294e-01 8.5219e-02 9.8301e-01 8.4374e-02
+#&gt; 205: 1.0192e+02 -4.1205e+00 -2.3100e+00 -4.0712e+00 -9.9253e-01 -2.3365e-02 4.5888e-02 5.0564e-07 5.9894e-02 3.5053e-02 2.0322e-01 5.4423e-02 9.0925e-01 8.5899e-02 9.8418e-01 8.3421e-02
+#&gt; 206: 1.0192e+02 -4.1205e+00 -2.3095e+00 -4.0715e+00 -9.9721e-01 -2.6262e-02 4.3985e-02 5.1954e-07 5.8681e-02 3.4539e-02 2.0202e-01 5.8248e-02 9.1301e-01 8.5459e-02 9.8621e-01 8.3465e-02
+#&gt; 207: 1.0192e+02 -4.1205e+00 -2.3179e+00 -4.0731e+00 -9.9906e-01 -2.3191e-02 4.3649e-02 5.3824e-07 5.7537e-02 3.4790e-02 2.0220e-01 6.0242e-02 9.1783e-01 8.5307e-02 9.8436e-01 8.3111e-02
+#&gt; 208: 1.0191e+02 -4.1205e+00 -2.3238e+00 -4.0734e+00 -9.9920e-01 -1.9434e-02 4.3223e-02 5.3831e-07 5.7908e-02 3.4909e-02 2.0126e-01 6.0353e-02 9.2010e-01 8.5244e-02 9.8002e-01 8.2975e-02
+#&gt; 209: 1.0191e+02 -4.1205e+00 -2.3279e+00 -4.0726e+00 -1.0053e+00 -1.5390e-02 4.1064e-02 5.3171e-07 5.8749e-02 3.4510e-02 1.9942e-01 6.3063e-02 9.3192e-01 8.4436e-02 9.8298e-01 8.3187e-02
+#&gt; 210: 1.0191e+02 -4.1205e+00 -2.3310e+00 -4.0705e+00 -1.0061e+00 -1.3507e-02 3.8265e-02 5.2762e-07 5.9344e-02 3.3374e-02 1.9612e-01 6.7006e-02 9.3199e-01 8.4573e-02 9.8382e-01 8.3227e-02
+#&gt; 211: 1.0191e+02 -4.1205e+00 -2.3383e+00 -4.0683e+00 -1.0043e+00 -1.3973e-02 3.6076e-02 5.2584e-07 6.1568e-02 3.2369e-02 1.9504e-01 6.9982e-02 9.4179e-01 8.4625e-02 9.9145e-01 8.3067e-02
+#&gt; 212: 1.0192e+02 -4.1204e+00 -2.3396e+00 -4.0662e+00 -1.0055e+00 -1.8011e-02 3.4746e-02 5.4375e-07 6.2747e-02 3.1588e-02 1.9405e-01 7.2360e-02 9.4525e-01 8.4466e-02 9.9581e-01 8.2952e-02
+#&gt; 213: 1.0192e+02 -4.1204e+00 -2.3407e+00 -4.0649e+00 -1.0066e+00 -2.1077e-02 3.4708e-02 5.5843e-07 6.1940e-02 3.0715e-02 1.9382e-01 7.4602e-02 9.4611e-01 8.4322e-02 9.9397e-01 8.2717e-02
+#&gt; 214: 1.0192e+02 -4.1204e+00 -2.3392e+00 -4.0648e+00 -1.0076e+00 -2.3417e-02 3.4282e-02 5.8157e-07 6.1893e-02 3.0158e-02 1.9322e-01 7.8942e-02 9.5250e-01 8.3922e-02 9.9723e-01 8.2793e-02
+#&gt; 215: 1.0192e+02 -4.1204e+00 -2.3410e+00 -4.0645e+00 -1.0087e+00 -2.1950e-02 3.5820e-02 6.0691e-07 6.2032e-02 2.9890e-02 1.9172e-01 8.3774e-02 9.5617e-01 8.3280e-02 1.0003e+00 8.2881e-02
+#&gt; 216: 1.0192e+02 -4.1203e+00 -2.3425e+00 -4.0628e+00 -1.0069e+00 -2.4268e-02 3.7597e-02 6.4187e-07 6.1733e-02 2.9353e-02 1.9092e-01 8.8150e-02 9.5834e-01 8.3091e-02 1.0027e+00 8.2753e-02
+#&gt; 217: 1.0192e+02 -4.1203e+00 -2.3439e+00 -4.0613e+00 -1.0064e+00 -2.4197e-02 3.9291e-02 6.5775e-07 6.2318e-02 2.8903e-02 1.8958e-01 9.0470e-02 9.5766e-01 8.3234e-02 1.0020e+00 8.2707e-02
+#&gt; 218: 1.0191e+02 -4.1203e+00 -2.3441e+00 -4.0619e+00 -1.0065e+00 -2.2460e-02 4.0043e-02 6.4921e-07 6.2280e-02 2.8349e-02 1.8800e-01 9.4476e-02 9.5499e-01 8.3416e-02 1.0036e+00 8.2628e-02
+#&gt; 219: 1.0191e+02 -4.1203e+00 -2.3437e+00 -4.0624e+00 -1.0066e+00 -1.9698e-02 3.9735e-02 6.3365e-07 6.2264e-02 2.7720e-02 1.8768e-01 9.7275e-02 9.4994e-01 8.3350e-02 1.0047e+00 8.2572e-02
+#&gt; 220: 1.0191e+02 -4.1203e+00 -2.3447e+00 -4.0630e+00 -1.0070e+00 -1.5871e-02 4.0198e-02 6.3507e-07 6.1981e-02 2.7259e-02 1.8786e-01 9.9168e-02 9.4781e-01 8.3355e-02 1.0046e+00 8.2752e-02
+#&gt; 221: 1.0191e+02 -4.1203e+00 -2.3459e+00 -4.0638e+00 -1.0069e+00 -1.4298e-02 4.0161e-02 6.2865e-07 6.2113e-02 2.7201e-02 1.8810e-01 1.0163e-01 9.4863e-01 8.3154e-02 1.0042e+00 8.2670e-02
+#&gt; 222: 1.0191e+02 -4.1203e+00 -2.3472e+00 -4.0646e+00 -1.0064e+00 -1.0921e-02 4.0310e-02 6.2450e-07 6.2436e-02 2.6979e-02 1.8736e-01 1.0306e-01 9.4914e-01 8.3081e-02 1.0050e+00 8.2757e-02
+#&gt; 223: 1.0191e+02 -4.1203e+00 -2.3478e+00 -4.0650e+00 -1.0063e+00 -1.1053e-02 3.9741e-02 6.1973e-07 6.2918e-02 2.6636e-02 1.8806e-01 1.0506e-01 9.4996e-01 8.2927e-02 1.0054e+00 8.2579e-02
+#&gt; 224: 1.0191e+02 -4.1203e+00 -2.3478e+00 -4.0653e+00 -1.0061e+00 -1.0324e-02 3.9480e-02 6.1421e-07 6.4180e-02 2.6403e-02 1.8833e-01 1.0733e-01 9.4750e-01 8.2697e-02 1.0033e+00 8.2517e-02
+#&gt; 225: 1.0191e+02 -4.1203e+00 -2.3479e+00 -4.0654e+00 -1.0060e+00 -1.0650e-02 3.9188e-02 6.0959e-07 6.3862e-02 2.6122e-02 1.8815e-01 1.0786e-01 9.4504e-01 8.2833e-02 1.0002e+00 8.2398e-02
+#&gt; 226: 1.0192e+02 -4.1204e+00 -2.3469e+00 -4.0657e+00 -1.0052e+00 -1.0205e-02 3.9129e-02 6.0577e-07 6.4045e-02 2.5875e-02 1.8762e-01 1.0921e-01 9.4663e-01 8.2599e-02 9.9857e-01 8.2472e-02
+#&gt; 227: 1.0192e+02 -4.1203e+00 -2.3467e+00 -4.0658e+00 -1.0053e+00 -1.0189e-02 3.8797e-02 6.0837e-07 6.5125e-02 2.5679e-02 1.8721e-01 1.1060e-01 9.4729e-01 8.2470e-02 9.9802e-01 8.2753e-02
+#&gt; 228: 1.0192e+02 -4.1204e+00 -2.3469e+00 -4.0657e+00 -1.0054e+00 -1.0575e-02 3.8741e-02 6.0738e-07 6.5467e-02 2.5448e-02 1.8548e-01 1.1134e-01 9.4840e-01 8.2580e-02 9.9829e-01 8.2888e-02
+#&gt; 229: 1.0192e+02 -4.1204e+00 -2.3479e+00 -4.0650e+00 -1.0056e+00 -1.1215e-02 3.9360e-02 6.0182e-07 6.4817e-02 2.5237e-02 1.8448e-01 1.1090e-01 9.5039e-01 8.2625e-02 9.9900e-01 8.2896e-02
+#&gt; 230: 1.0192e+02 -4.1204e+00 -2.3482e+00 -4.0652e+00 -1.0060e+00 -9.9775e-03 3.9501e-02 5.9385e-07 6.4132e-02 2.5093e-02 1.8510e-01 1.1122e-01 9.4938e-01 8.2763e-02 9.9961e-01 8.2886e-02
+#&gt; 231: 1.0192e+02 -4.1204e+00 -2.3479e+00 -4.0654e+00 -1.0070e+00 -8.9509e-03 3.9907e-02 5.9290e-07 6.3744e-02 2.4829e-02 1.8560e-01 1.1062e-01 9.4790e-01 8.2872e-02 1.0022e+00 8.2955e-02
+#&gt; 232: 1.0192e+02 -4.1204e+00 -2.3484e+00 -4.0657e+00 -1.0081e+00 -6.9066e-03 4.0738e-02 5.7862e-07 6.3242e-02 2.4729e-02 1.8626e-01 1.0975e-01 9.4866e-01 8.2846e-02 1.0036e+00 8.3065e-02
+#&gt; 233: 1.0191e+02 -4.1204e+00 -2.3487e+00 -4.0660e+00 -1.0080e+00 -5.1163e-03 4.0708e-02 5.7326e-07 6.2392e-02 2.4475e-02 1.8701e-01 1.0932e-01 9.4816e-01 8.2933e-02 1.0059e+00 8.3155e-02
+#&gt; 234: 1.0191e+02 -4.1204e+00 -2.3500e+00 -4.0660e+00 -1.0077e+00 -4.0637e-03 4.1065e-02 5.6885e-07 6.1938e-02 2.4418e-02 1.8673e-01 1.0923e-01 9.5001e-01 8.3005e-02 1.0080e+00 8.3207e-02
+#&gt; 235: 1.0191e+02 -4.1204e+00 -2.3526e+00 -4.0653e+00 -1.0074e+00 -3.6541e-03 4.1151e-02 5.6498e-07 6.2228e-02 2.4447e-02 1.8667e-01 1.0995e-01 9.5059e-01 8.3101e-02 1.0055e+00 8.3101e-02
+#&gt; 236: 1.0191e+02 -4.1204e+00 -2.3540e+00 -4.0648e+00 -1.0078e+00 -4.0127e-03 4.0966e-02 5.7047e-07 6.1779e-02 2.4457e-02 1.8777e-01 1.0971e-01 9.4919e-01 8.3203e-02 1.0044e+00 8.3078e-02
+#&gt; 237: 1.0191e+02 -4.1204e+00 -2.3528e+00 -4.0645e+00 -1.0078e+00 -4.4251e-03 4.0491e-02 5.6811e-07 6.1507e-02 2.4421e-02 1.8827e-01 1.1047e-01 9.4870e-01 8.3149e-02 1.0031e+00 8.3008e-02
+#&gt; 238: 1.0190e+02 -4.1204e+00 -2.3517e+00 -4.0647e+00 -1.0076e+00 -5.2540e-03 3.9988e-02 5.6832e-07 6.1612e-02 2.4262e-02 1.8801e-01 1.1019e-01 9.4737e-01 8.3172e-02 1.0037e+00 8.2959e-02
+#&gt; 239: 1.0190e+02 -4.1204e+00 -2.3509e+00 -4.0650e+00 -1.0089e+00 -5.1598e-03 3.9373e-02 5.6396e-07 6.1635e-02 2.4040e-02 1.8812e-01 1.1055e-01 9.4885e-01 8.3140e-02 1.0053e+00 8.2956e-02
+#&gt; 240: 1.0190e+02 -4.1204e+00 -2.3515e+00 -4.0643e+00 -1.0095e+00 -4.5817e-03 3.9031e-02 5.5929e-07 6.2233e-02 2.3840e-02 1.8766e-01 1.1014e-01 9.5018e-01 8.3172e-02 1.0066e+00 8.2937e-02
+#&gt; 241: 1.0190e+02 -4.1204e+00 -2.3524e+00 -4.0642e+00 -1.0097e+00 -3.9061e-03 3.8686e-02 5.5496e-07 6.3349e-02 2.3663e-02 1.8759e-01 1.1046e-01 9.4922e-01 8.3162e-02 1.0064e+00 8.2940e-02
+#&gt; 242: 1.0190e+02 -4.1204e+00 -2.3535e+00 -4.0642e+00 -1.0092e+00 -2.9411e-03 3.8674e-02 5.5359e-07 6.3930e-02 2.3604e-02 1.8742e-01 1.1027e-01 9.4748e-01 8.3177e-02 1.0052e+00 8.2955e-02
+#&gt; 243: 1.0190e+02 -4.1204e+00 -2.3551e+00 -4.0642e+00 -1.0089e+00 -1.6071e-03 3.8635e-02 5.4669e-07 6.4141e-02 2.3570e-02 1.8666e-01 1.1022e-01 9.4770e-01 8.3208e-02 1.0048e+00 8.2962e-02
+#&gt; 244: 1.0190e+02 -4.1204e+00 -2.3566e+00 -4.0645e+00 -1.0093e+00 -7.0474e-04 3.8502e-02 5.4194e-07 6.4399e-02 2.3591e-02 1.8627e-01 1.0938e-01 9.4615e-01 8.3402e-02 1.0043e+00 8.2891e-02
+#&gt; 245: 1.0189e+02 -4.1204e+00 -2.3575e+00 -4.0649e+00 -1.0093e+00 1.3351e-03 3.8372e-02 5.4266e-07 6.4935e-02 2.3511e-02 1.8609e-01 1.0840e-01 9.4586e-01 8.3393e-02 1.0041e+00 8.2835e-02
+#&gt; 246: 1.0189e+02 -4.1204e+00 -2.3595e+00 -4.0655e+00 -1.0085e+00 4.2316e-03 3.8487e-02 5.4393e-07 6.5284e-02 2.3457e-02 1.8581e-01 1.0811e-01 9.4656e-01 8.3372e-02 1.0036e+00 8.2746e-02
+#&gt; 247: 1.0189e+02 -4.1204e+00 -2.3608e+00 -4.0659e+00 -1.0081e+00 6.1314e-03 3.8249e-02 5.4752e-07 6.5440e-02 2.3455e-02 1.8584e-01 1.0706e-01 9.4795e-01 8.3330e-02 1.0025e+00 8.2710e-02
+#&gt; 248: 1.0189e+02 -4.1204e+00 -2.3617e+00 -4.0662e+00 -1.0084e+00 8.1978e-03 3.8017e-02 5.4713e-07 6.5853e-02 2.3439e-02 1.8637e-01 1.0634e-01 9.4748e-01 8.3377e-02 1.0016e+00 8.2677e-02
+#&gt; 249: 1.0189e+02 -4.1204e+00 -2.3633e+00 -4.0667e+00 -1.0085e+00 9.8011e-03 3.7934e-02 5.5069e-07 6.6442e-02 2.3533e-02 1.8652e-01 1.0606e-01 9.4761e-01 8.3449e-02 1.0009e+00 8.2712e-02
+#&gt; 250: 1.0189e+02 -4.1204e+00 -2.3644e+00 -4.0668e+00 -1.0087e+00 1.0992e-02 3.8199e-02 5.5486e-07 6.6746e-02 2.3638e-02 1.8739e-01 1.0611e-01 9.4838e-01 8.3442e-02 9.9958e-01 8.2692e-02
+#&gt; 251: 1.0189e+02 -4.1204e+00 -2.3644e+00 -4.0671e+00 -1.0097e+00 1.2215e-02 3.8648e-02 5.5448e-07 6.6916e-02 2.3592e-02 1.8753e-01 1.0607e-01 9.4773e-01 8.3511e-02 9.9919e-01 8.2701e-02
+#&gt; 252: 1.0189e+02 -4.1204e+00 -2.3645e+00 -4.0671e+00 -1.0100e+00 1.2881e-02 3.8792e-02 5.5615e-07 6.7323e-02 2.3559e-02 1.8811e-01 1.0641e-01 9.4665e-01 8.3575e-02 9.9809e-01 8.2743e-02
+#&gt; 253: 1.0189e+02 -4.1204e+00 -2.3646e+00 -4.0675e+00 -1.0100e+00 1.3605e-02 3.9013e-02 5.5568e-07 6.7625e-02 2.3432e-02 1.8825e-01 1.0688e-01 9.4424e-01 8.3598e-02 9.9825e-01 8.2702e-02
+#&gt; 254: 1.0189e+02 -4.1204e+00 -2.3642e+00 -4.0677e+00 -1.0101e+00 1.3119e-02 3.8838e-02 5.5231e-07 6.7802e-02 2.3429e-02 1.8849e-01 1.0680e-01 9.4281e-01 8.3706e-02 9.9829e-01 8.2631e-02
+#&gt; 255: 1.0189e+02 -4.1204e+00 -2.3627e+00 -4.0679e+00 -1.0104e+00 1.2490e-02 3.8574e-02 5.4955e-07 6.8395e-02 2.3368e-02 1.8890e-01 1.0661e-01 9.4101e-01 8.3756e-02 9.9798e-01 8.2674e-02
+#&gt; 256: 1.0189e+02 -4.1204e+00 -2.3615e+00 -4.0677e+00 -1.0102e+00 1.1525e-02 3.8502e-02 5.4764e-07 6.8824e-02 2.3405e-02 1.8912e-01 1.0649e-01 9.4109e-01 8.3709e-02 9.9811e-01 8.2698e-02
+#&gt; 257: 1.0189e+02 -4.1204e+00 -2.3604e+00 -4.0673e+00 -1.0104e+00 1.0381e-02 3.8286e-02 5.4694e-07 6.9020e-02 2.3338e-02 1.8925e-01 1.0614e-01 9.4075e-01 8.3695e-02 9.9738e-01 8.2689e-02
+#&gt; 258: 1.0189e+02 -4.1204e+00 -2.3591e+00 -4.0670e+00 -1.0103e+00 8.9559e-03 3.7972e-02 5.4665e-07 6.9077e-02 2.3267e-02 1.8919e-01 1.0590e-01 9.4089e-01 8.3618e-02 9.9742e-01 8.2681e-02
+#&gt; 259: 1.0189e+02 -4.1204e+00 -2.3585e+00 -4.0669e+00 -1.0099e+00 8.6011e-03 3.7874e-02 5.4788e-07 6.9455e-02 2.3264e-02 1.8885e-01 1.0519e-01 9.3952e-01 8.3583e-02 9.9610e-01 8.2650e-02
+#&gt; 260: 1.0189e+02 -4.1204e+00 -2.3584e+00 -4.0666e+00 -1.0098e+00 8.0471e-03 3.7771e-02 5.5294e-07 7.0269e-02 2.3292e-02 1.8877e-01 1.0442e-01 9.3898e-01 8.3519e-02 9.9504e-01 8.2641e-02
+#&gt; 261: 1.0189e+02 -4.1204e+00 -2.3583e+00 -4.0664e+00 -1.0100e+00 7.9344e-03 3.7597e-02 5.5650e-07 7.1087e-02 2.3370e-02 1.8867e-01 1.0399e-01 9.3810e-01 8.3488e-02 9.9419e-01 8.2673e-02
+#&gt; 262: 1.0189e+02 -4.1204e+00 -2.3575e+00 -4.0662e+00 -1.0106e+00 7.2123e-03 3.7203e-02 5.5375e-07 7.1794e-02 2.3393e-02 1.8855e-01 1.0356e-01 9.3773e-01 8.3458e-02 9.9406e-01 8.2739e-02
+#&gt; 263: 1.0189e+02 -4.1204e+00 -2.3564e+00 -4.0659e+00 -1.0112e+00 6.6044e-03 3.6977e-02 5.5306e-07 7.2290e-02 2.3475e-02 1.8847e-01 1.0316e-01 9.3744e-01 8.3383e-02 9.9341e-01 8.2818e-02
+#&gt; 264: 1.0189e+02 -4.1204e+00 -2.3549e+00 -4.0657e+00 -1.0118e+00 6.0119e-03 3.6749e-02 5.5152e-07 7.2896e-02 2.3530e-02 1.8849e-01 1.0277e-01 9.3658e-01 8.3443e-02 9.9248e-01 8.2877e-02
+#&gt; 265: 1.0189e+02 -4.1204e+00 -2.3545e+00 -4.0655e+00 -1.0121e+00 5.6547e-03 3.6562e-02 5.4816e-07 7.3238e-02 2.3560e-02 1.8863e-01 1.0269e-01 9.3597e-01 8.3434e-02 9.9139e-01 8.2879e-02
+#&gt; 266: 1.0189e+02 -4.1204e+00 -2.3545e+00 -4.0651e+00 -1.0121e+00 5.0995e-03 3.6357e-02 5.4458e-07 7.3522e-02 2.3561e-02 1.8883e-01 1.0270e-01 9.3607e-01 8.3407e-02 9.9133e-01 8.2857e-02
+#&gt; 267: 1.0189e+02 -4.1204e+00 -2.3541e+00 -4.0648e+00 -1.0122e+00 4.0105e-03 3.6306e-02 5.4160e-07 7.3833e-02 2.3499e-02 1.8889e-01 1.0317e-01 9.3624e-01 8.3359e-02 9.9151e-01 8.2865e-02
+#&gt; 268: 1.0189e+02 -4.1204e+00 -2.3530e+00 -4.0646e+00 -1.0122e+00 3.0925e-03 3.6248e-02 5.3845e-07 7.4663e-02 2.3413e-02 1.8895e-01 1.0371e-01 9.3624e-01 8.3277e-02 9.9210e-01 8.2909e-02
+#&gt; 269: 1.0189e+02 -4.1204e+00 -2.3518e+00 -4.0643e+00 -1.0123e+00 2.0507e-03 3.6181e-02 5.3602e-07 7.5442e-02 2.3291e-02 1.8886e-01 1.0397e-01 9.3581e-01 8.3260e-02 9.9238e-01 8.2898e-02
+#&gt; 270: 1.0189e+02 -4.1204e+00 -2.3513e+00 -4.0640e+00 -1.0127e+00 1.3309e-03 3.5900e-02 5.3234e-07 7.6677e-02 2.3220e-02 1.8860e-01 1.0367e-01 9.3573e-01 8.3250e-02 9.9169e-01 8.2904e-02
+#&gt; 271: 1.0189e+02 -4.1204e+00 -2.3514e+00 -4.0637e+00 -1.0129e+00 1.1237e-03 3.5608e-02 5.3092e-07 7.7065e-02 2.3102e-02 1.8826e-01 1.0384e-01 9.3645e-01 8.3228e-02 9.9173e-01 8.2896e-02
+#&gt; 272: 1.0189e+02 -4.1204e+00 -2.3510e+00 -4.0639e+00 -1.0134e+00 9.7855e-04 3.5328e-02 5.3100e-07 7.7173e-02 2.3014e-02 1.8817e-01 1.0367e-01 9.3538e-01 8.3266e-02 9.9139e-01 8.2943e-02
+#&gt; 273: 1.0189e+02 -4.1204e+00 -2.3501e+00 -4.0643e+00 -1.0133e+00 1.1275e-03 3.5187e-02 5.3298e-07 7.7467e-02 2.2923e-02 1.8793e-01 1.0344e-01 9.3474e-01 8.3194e-02 9.9249e-01 8.2973e-02
+#&gt; 274: 1.0189e+02 -4.1204e+00 -2.3498e+00 -4.0643e+00 -1.0134e+00 1.4524e-03 3.4996e-02 5.3407e-07 7.7929e-02 2.2819e-02 1.8837e-01 1.0316e-01 9.3399e-01 8.3168e-02 9.9307e-01 8.2981e-02
+#&gt; 275: 1.0189e+02 -4.1204e+00 -2.3500e+00 -4.0641e+00 -1.0136e+00 1.3605e-03 3.4786e-02 5.3269e-07 7.8177e-02 2.2747e-02 1.8855e-01 1.0305e-01 9.3319e-01 8.3205e-02 9.9277e-01 8.2938e-02
+#&gt; 276: 1.0189e+02 -4.1204e+00 -2.3504e+00 -4.0641e+00 -1.0136e+00 1.5273e-03 3.4581e-02 5.3172e-07 7.8495e-02 2.2764e-02 1.8824e-01 1.0297e-01 9.3267e-01 8.3223e-02 9.9204e-01 8.2884e-02
+#&gt; 277: 1.0189e+02 -4.1204e+00 -2.3506e+00 -4.0643e+00 -1.0133e+00 1.2961e-03 3.4373e-02 5.2917e-07 7.8721e-02 2.2791e-02 1.8801e-01 1.0288e-01 9.3253e-01 8.3185e-02 9.9192e-01 8.2854e-02
+#&gt; 278: 1.0189e+02 -4.1204e+00 -2.3508e+00 -4.0643e+00 -1.0129e+00 1.1750e-03 3.4396e-02 5.2693e-07 7.8999e-02 2.2787e-02 1.8793e-01 1.0278e-01 9.3279e-01 8.3113e-02 9.9144e-01 8.2856e-02
+#&gt; 279: 1.0189e+02 -4.1204e+00 -2.3507e+00 -4.0642e+00 -1.0126e+00 1.2755e-03 3.4381e-02 5.2405e-07 7.9351e-02 2.2804e-02 1.8779e-01 1.0255e-01 9.3319e-01 8.3049e-02 9.9099e-01 8.2875e-02
+#&gt; 280: 1.0189e+02 -4.1204e+00 -2.3507e+00 -4.0641e+00 -1.0127e+00 6.3408e-04 3.4519e-02 5.2180e-07 7.9825e-02 2.2801e-02 1.8775e-01 1.0292e-01 9.3349e-01 8.2970e-02 9.9076e-01 8.2918e-02
+#&gt; 281: 1.0189e+02 -4.1204e+00 -2.3508e+00 -4.0639e+00 -1.0124e+00 6.2438e-04 3.4782e-02 5.1859e-07 8.0328e-02 2.2816e-02 1.8757e-01 1.0299e-01 9.3299e-01 8.3025e-02 9.9050e-01 8.2897e-02
+#&gt; 282: 1.0189e+02 -4.1205e+00 -2.3511e+00 -4.0641e+00 -1.0122e+00 1.1770e-03 3.4754e-02 5.1798e-07 8.0649e-02 2.2836e-02 1.8766e-01 1.0297e-01 9.3351e-01 8.2989e-02 9.9171e-01 8.2893e-02
+#&gt; 283: 1.0189e+02 -4.1205e+00 -2.3519e+00 -4.0644e+00 -1.0120e+00 2.1716e-03 3.4711e-02 5.1567e-07 8.0910e-02 2.2836e-02 1.8774e-01 1.0270e-01 9.3288e-01 8.3029e-02 9.9246e-01 8.2853e-02
+#&gt; 284: 1.0189e+02 -4.1205e+00 -2.3524e+00 -4.0647e+00 -1.0115e+00 2.6623e-03 3.4646e-02 5.1350e-07 8.1153e-02 2.2950e-02 1.8775e-01 1.0277e-01 9.3238e-01 8.2990e-02 9.9212e-01 8.2836e-02
+#&gt; 285: 1.0189e+02 -4.1205e+00 -2.3531e+00 -4.0649e+00 -1.0116e+00 3.7830e-03 3.4626e-02 5.1216e-07 8.1058e-02 2.3007e-02 1.8782e-01 1.0270e-01 9.3232e-01 8.3017e-02 9.9094e-01 8.2829e-02
+#&gt; 286: 1.0189e+02 -4.1205e+00 -2.3539e+00 -4.0651e+00 -1.0111e+00 5.1752e-03 3.4599e-02 5.0989e-07 8.0970e-02 2.3004e-02 1.8757e-01 1.0254e-01 9.3280e-01 8.3006e-02 9.9130e-01 8.2818e-02
+#&gt; 287: 1.0189e+02 -4.1205e+00 -2.3541e+00 -4.0654e+00 -1.0112e+00 6.3747e-03 3.4592e-02 5.0930e-07 8.1117e-02 2.2959e-02 1.8756e-01 1.0222e-01 9.3212e-01 8.3146e-02 9.9183e-01 8.2863e-02
+#&gt; 288: 1.0189e+02 -4.1205e+00 -2.3540e+00 -4.0656e+00 -1.0115e+00 6.5668e-03 3.4598e-02 5.0976e-07 8.1125e-02 2.2895e-02 1.8782e-01 1.0183e-01 9.3310e-01 8.3169e-02 9.9404e-01 8.2836e-02
+#&gt; 289: 1.0189e+02 -4.1205e+00 -2.3539e+00 -4.0658e+00 -1.0119e+00 7.3521e-03 3.4525e-02 5.1097e-07 8.1097e-02 2.2869e-02 1.8753e-01 1.0126e-01 9.3336e-01 8.3244e-02 9.9435e-01 8.2833e-02
+#&gt; 290: 1.0189e+02 -4.1205e+00 -2.3539e+00 -4.0659e+00 -1.0122e+00 7.5226e-03 3.4377e-02 5.0846e-07 8.1212e-02 2.2831e-02 1.8724e-01 1.0073e-01 9.3292e-01 8.3261e-02 9.9415e-01 8.2837e-02
+#&gt; 291: 1.0189e+02 -4.1205e+00 -2.3536e+00 -4.0659e+00 -1.0122e+00 7.2889e-03 3.4263e-02 5.0823e-07 8.1182e-02 2.2801e-02 1.8711e-01 1.0056e-01 9.3309e-01 8.3300e-02 9.9427e-01 8.2805e-02
+#&gt; 292: 1.0189e+02 -4.1205e+00 -2.3531e+00 -4.0659e+00 -1.0123e+00 7.1827e-03 3.4146e-02 5.0825e-07 8.1696e-02 2.2760e-02 1.8703e-01 1.0039e-01 9.3324e-01 8.3306e-02 9.9379e-01 8.2784e-02
+#&gt; 293: 1.0189e+02 -4.1205e+00 -2.3528e+00 -4.0660e+00 -1.0125e+00 7.7142e-03 3.4126e-02 5.0971e-07 8.2026e-02 2.2705e-02 1.8721e-01 1.0036e-01 9.3316e-01 8.3316e-02 9.9357e-01 8.2756e-02
+#&gt; 294: 1.0188e+02 -4.1204e+00 -2.3529e+00 -4.0663e+00 -1.0126e+00 8.5146e-03 3.4314e-02 5.0823e-07 8.2197e-02 2.2608e-02 1.8743e-01 1.0009e-01 9.3356e-01 8.3308e-02 9.9367e-01 8.2719e-02
+#&gt; 295: 1.0188e+02 -4.1204e+00 -2.3532e+00 -4.0666e+00 -1.0123e+00 9.2199e-03 3.4472e-02 5.0839e-07 8.2550e-02 2.2529e-02 1.8745e-01 9.9731e-02 9.3393e-01 8.3255e-02 9.9373e-01 8.2686e-02
+#&gt; 296: 1.0188e+02 -4.1204e+00 -2.3537e+00 -4.0667e+00 -1.0121e+00 9.7869e-03 3.4678e-02 5.0983e-07 8.3059e-02 2.2497e-02 1.8729e-01 9.9260e-02 9.3395e-01 8.3198e-02 9.9300e-01 8.2681e-02
+#&gt; 297: 1.0188e+02 -4.1204e+00 -2.3540e+00 -4.0670e+00 -1.0118e+00 1.0166e-02 3.4957e-02 5.1049e-07 8.3080e-02 2.2448e-02 1.8710e-01 9.8969e-02 9.3321e-01 8.3178e-02 9.9255e-01 8.2663e-02
+#&gt; 298: 1.0188e+02 -4.1204e+00 -2.3544e+00 -4.0673e+00 -1.0117e+00 1.0649e-02 3.5259e-02 5.1103e-07 8.3179e-02 2.2383e-02 1.8704e-01 9.8442e-02 9.3227e-01 8.3199e-02 9.9266e-01 8.2646e-02
+#&gt; 299: 1.0188e+02 -4.1204e+00 -2.3542e+00 -4.0676e+00 -1.0117e+00 1.0927e-02 3.5438e-02 5.1128e-07 8.3068e-02 2.2378e-02 1.8699e-01 9.8203e-02 9.3263e-01 8.3138e-02 9.9353e-01 8.2671e-02
+#&gt; 300: 1.0188e+02 -4.1204e+00 -2.3544e+00 -4.0678e+00 -1.0116e+00 1.1083e-02 3.5694e-02 5.1107e-07 8.2896e-02 2.2344e-02 1.8733e-01 9.7775e-02 9.3179e-01 8.3124e-02 9.9379e-01 8.2657e-02
+#&gt; 301: 1.0188e+02 -4.1204e+00 -2.3542e+00 -4.0680e+00 -1.0115e+00 1.0992e-02 3.5896e-02 5.1262e-07 8.2816e-02 2.2349e-02 1.8753e-01 9.7431e-02 9.3209e-01 8.3086e-02 9.9388e-01 8.2674e-02
+#&gt; 302: 1.0188e+02 -4.1204e+00 -2.3540e+00 -4.0681e+00 -1.0113e+00 1.0410e-02 3.6050e-02 5.1256e-07 8.2817e-02 2.2308e-02 1.8734e-01 9.7153e-02 9.3221e-01 8.3073e-02 9.9402e-01 8.2670e-02
+#&gt; 303: 1.0188e+02 -4.1204e+00 -2.3540e+00 -4.0681e+00 -1.0112e+00 1.0301e-02 3.6150e-02 5.1127e-07 8.2826e-02 2.2325e-02 1.8730e-01 9.6656e-02 9.3192e-01 8.3040e-02 9.9393e-01 8.2665e-02
+#&gt; 304: 1.0188e+02 -4.1204e+00 -2.3536e+00 -4.0681e+00 -1.0113e+00 1.0235e-02 3.6393e-02 5.1176e-07 8.2606e-02 2.2353e-02 1.8724e-01 9.6171e-02 9.3161e-01 8.3068e-02 9.9361e-01 8.2698e-02
+#&gt; 305: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0683e+00 -1.0112e+00 9.9655e-03 3.6369e-02 5.1442e-07 8.2520e-02 2.2378e-02 1.8707e-01 9.5656e-02 9.3113e-01 8.3109e-02 9.9338e-01 8.2731e-02
+#&gt; 306: 1.0188e+02 -4.1204e+00 -2.3531e+00 -4.0684e+00 -1.0110e+00 9.9701e-03 3.6346e-02 5.1546e-07 8.2789e-02 2.2360e-02 1.8702e-01 9.5116e-02 9.3102e-01 8.3065e-02 9.9405e-01 8.2761e-02
+#&gt; 307: 1.0188e+02 -4.1204e+00 -2.3530e+00 -4.0684e+00 -1.0112e+00 1.0194e-02 3.6300e-02 5.1196e-07 8.3035e-02 2.2381e-02 1.8704e-01 9.4760e-02 9.3082e-01 8.3003e-02 9.9410e-01 8.2779e-02
+#&gt; 308: 1.0189e+02 -4.1204e+00 -2.3530e+00 -4.0685e+00 -1.0109e+00 9.9531e-03 3.6400e-02 5.1140e-07 8.3511e-02 2.2334e-02 1.8726e-01 9.4494e-02 9.3151e-01 8.2910e-02 9.9484e-01 8.2760e-02
+#&gt; 309: 1.0188e+02 -4.1204e+00 -2.3530e+00 -4.0685e+00 -1.0107e+00 1.0089e-02 3.6382e-02 5.1081e-07 8.3917e-02 2.2276e-02 1.8728e-01 9.4285e-02 9.3133e-01 8.2875e-02 9.9545e-01 8.2757e-02
+#&gt; 310: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0685e+00 -1.0105e+00 1.0805e-02 3.6375e-02 5.1041e-07 8.4245e-02 2.2246e-02 1.8753e-01 9.3894e-02 9.3052e-01 8.2899e-02 9.9500e-01 8.2743e-02
+#&gt; 311: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0685e+00 -1.0103e+00 1.1449e-02 3.6311e-02 5.0884e-07 8.4434e-02 2.2231e-02 1.8783e-01 9.3542e-02 9.3039e-01 8.2864e-02 9.9458e-01 8.2733e-02
+#&gt; 312: 1.0188e+02 -4.1204e+00 -2.3535e+00 -4.0685e+00 -1.0102e+00 1.2173e-02 3.6373e-02 5.0821e-07 8.4730e-02 2.2176e-02 1.8769e-01 9.3317e-02 9.2982e-01 8.2916e-02 9.9438e-01 8.2740e-02
+#&gt; 313: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0688e+00 -1.0103e+00 1.2812e-02 3.6558e-02 5.0751e-07 8.5211e-02 2.2131e-02 1.8754e-01 9.3387e-02 9.2962e-01 8.2892e-02 9.9458e-01 8.2741e-02
+#&gt; 314: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0690e+00 -1.0103e+00 1.3241e-02 3.6680e-02 5.0887e-07 8.5667e-02 2.2079e-02 1.8772e-01 9.3442e-02 9.2941e-01 8.2947e-02 9.9511e-01 8.2743e-02
+#&gt; 315: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0691e+00 -1.0104e+00 1.3699e-02 3.6924e-02 5.0965e-07 8.5865e-02 2.2028e-02 1.8766e-01 9.3264e-02 9.2904e-01 8.2986e-02 9.9543e-01 8.2763e-02
+#&gt; 316: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0693e+00 -1.0103e+00 1.4121e-02 3.7218e-02 5.1041e-07 8.6216e-02 2.2076e-02 1.8773e-01 9.3035e-02 9.2917e-01 8.3013e-02 9.9486e-01 8.2782e-02
+#&gt; 317: 1.0188e+02 -4.1204e+00 -2.3533e+00 -4.0694e+00 -1.0102e+00 1.4588e-02 3.7304e-02 5.0994e-07 8.6513e-02 2.2128e-02 1.8773e-01 9.2766e-02 9.2943e-01 8.3025e-02 9.9441e-01 8.2779e-02
+#&gt; 318: 1.0188e+02 -4.1204e+00 -2.3534e+00 -4.0693e+00 -1.0101e+00 1.4714e-02 3.7538e-02 5.0773e-07 8.6801e-02 2.2128e-02 1.8767e-01 9.2698e-02 9.2907e-01 8.3052e-02 9.9378e-01 8.2780e-02
+#&gt; 319: 1.0187e+02 -4.1204e+00 -2.3533e+00 -4.0692e+00 -1.0099e+00 1.4582e-02 3.7563e-02 5.0550e-07 8.6669e-02 2.2135e-02 1.8775e-01 9.2604e-02 9.2925e-01 8.3042e-02 9.9356e-01 8.2773e-02
+#&gt; 320: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0690e+00 -1.0102e+00 1.4511e-02 3.7580e-02 5.0281e-07 8.6617e-02 2.2121e-02 1.8780e-01 9.2508e-02 9.3001e-01 8.3032e-02 9.9322e-01 8.2780e-02
+#&gt; 321: 1.0187e+02 -4.1204e+00 -2.3534e+00 -4.0688e+00 -1.0100e+00 1.4288e-02 3.7624e-02 5.0172e-07 8.6311e-02 2.2115e-02 1.8783e-01 9.2445e-02 9.3011e-01 8.3054e-02 9.9288e-01 8.2772e-02
+#&gt; 322: 1.0187e+02 -4.1204e+00 -2.3532e+00 -4.0687e+00 -1.0098e+00 1.3834e-02 3.7497e-02 5.0086e-07 8.6187e-02 2.2111e-02 1.8791e-01 9.2699e-02 9.3037e-01 8.3069e-02 9.9284e-01 8.2773e-02
+#&gt; 323: 1.0187e+02 -4.1204e+00 -2.3524e+00 -4.0683e+00 -1.0097e+00 1.2977e-02 3.7420e-02 4.9925e-07 8.6082e-02 2.2084e-02 1.8818e-01 9.3123e-02 9.3036e-01 8.3012e-02 9.9265e-01 8.2813e-02
+#&gt; 324: 1.0187e+02 -4.1204e+00 -2.3523e+00 -4.0682e+00 -1.0096e+00 1.2679e-02 3.7420e-02 4.9836e-07 8.5721e-02 2.2071e-02 1.8829e-01 9.3535e-02 9.3062e-01 8.3011e-02 9.9241e-01 8.2827e-02
+#&gt; 325: 1.0187e+02 -4.1204e+00 -2.3520e+00 -4.0680e+00 -1.0094e+00 1.2196e-02 3.7298e-02 4.9735e-07 8.5411e-02 2.2028e-02 1.8848e-01 9.3706e-02 9.3043e-01 8.3020e-02 9.9256e-01 8.2826e-02
+#&gt; 326: 1.0187e+02 -4.1204e+00 -2.3517e+00 -4.0678e+00 -1.0091e+00 1.1924e-02 3.7185e-02 4.9661e-07 8.5453e-02 2.1983e-02 1.8830e-01 9.3688e-02 9.3050e-01 8.2996e-02 9.9284e-01 8.2806e-02
+#&gt; 327: 1.0187e+02 -4.1204e+00 -2.3516e+00 -4.0677e+00 -1.0090e+00 1.1449e-02 3.7155e-02 4.9755e-07 8.5761e-02 2.1967e-02 1.8819e-01 9.3936e-02 9.3052e-01 8.2912e-02 9.9245e-01 8.2806e-02
+#&gt; 328: 1.0187e+02 -4.1204e+00 -2.3514e+00 -4.0675e+00 -1.0089e+00 1.0758e-02 3.7146e-02 4.9892e-07 8.6019e-02 2.1971e-02 1.8806e-01 9.4361e-02 9.3070e-01 8.2833e-02 9.9182e-01 8.2840e-02
+#&gt; 329: 1.0187e+02 -4.1204e+00 -2.3515e+00 -4.0672e+00 -1.0087e+00 1.0256e-02 3.7342e-02 5.0019e-07 8.5965e-02 2.1989e-02 1.8796e-01 9.4614e-02 9.3067e-01 8.2818e-02 9.9159e-01 8.2858e-02
+#&gt; 330: 1.0187e+02 -4.1204e+00 -2.3520e+00 -4.0670e+00 -1.0086e+00 1.0021e-02 3.7376e-02 4.9911e-07 8.6124e-02 2.1978e-02 1.8796e-01 9.4836e-02 9.3036e-01 8.2819e-02 9.9148e-01 8.2866e-02
+#&gt; 331: 1.0187e+02 -4.1204e+00 -2.3521e+00 -4.0668e+00 -1.0086e+00 9.5790e-03 3.7296e-02 4.9753e-07 8.6122e-02 2.1951e-02 1.8782e-01 9.5042e-02 9.3064e-01 8.2783e-02 9.9196e-01 8.2863e-02
+#&gt; 332: 1.0187e+02 -4.1204e+00 -2.3523e+00 -4.0667e+00 -1.0085e+00 9.2971e-03 3.7221e-02 4.9729e-07 8.6215e-02 2.1952e-02 1.8787e-01 9.5082e-02 9.3103e-01 8.2782e-02 9.9224e-01 8.2861e-02
+#&gt; 333: 1.0187e+02 -4.1204e+00 -2.3524e+00 -4.0667e+00 -1.0084e+00 9.2591e-03 3.7097e-02 4.9556e-07 8.6302e-02 2.1922e-02 1.8792e-01 9.5155e-02 9.3058e-01 8.2798e-02 9.9202e-01 8.2831e-02
+#&gt; 334: 1.0187e+02 -4.1204e+00 -2.3528e+00 -4.0667e+00 -1.0082e+00 9.5799e-03 3.6997e-02 4.9398e-07 8.6409e-02 2.1911e-02 1.8792e-01 9.5231e-02 9.3035e-01 8.2810e-02 9.9157e-01 8.2803e-02
+#&gt; 335: 1.0187e+02 -4.1204e+00 -2.3529e+00 -4.0667e+00 -1.0080e+00 9.5724e-03 3.6912e-02 4.9206e-07 8.6310e-02 2.1923e-02 1.8791e-01 9.5379e-02 9.3054e-01 8.2759e-02 9.9143e-01 8.2776e-02
+#&gt; 336: 1.0187e+02 -4.1204e+00 -2.3525e+00 -4.0667e+00 -1.0082e+00 9.5794e-03 3.6983e-02 4.9255e-07 8.6282e-02 2.1882e-02 1.8789e-01 9.5422e-02 9.3064e-01 8.2705e-02 9.9138e-01 8.2778e-02
+#&gt; 337: 1.0187e+02 -4.1204e+00 -2.3525e+00 -4.0669e+00 -1.0083e+00 1.0008e-02 3.6943e-02 4.9278e-07 8.6483e-02 2.1844e-02 1.8794e-01 9.5240e-02 9.2981e-01 8.2753e-02 9.9100e-01 8.2774e-02
+#&gt; 338: 1.0187e+02 -4.1204e+00 -2.3525e+00 -4.0669e+00 -1.0084e+00 1.0297e-02 3.6869e-02 4.9309e-07 8.6547e-02 2.1803e-02 1.8808e-01 9.5094e-02 9.2978e-01 8.2764e-02 9.9113e-01 8.2759e-02
+#&gt; 339: 1.0187e+02 -4.1204e+00 -2.3528e+00 -4.0669e+00 -1.0083e+00 1.0465e-02 3.6822e-02 4.9257e-07 8.6779e-02 2.1769e-02 1.8813e-01 9.5062e-02 9.3020e-01 8.2702e-02 9.9135e-01 8.2750e-02
+#&gt; 340: 1.0187e+02 -4.1204e+00 -2.3531e+00 -4.0668e+00 -1.0083e+00 1.0321e-02 3.6733e-02 4.9228e-07 8.7033e-02 2.1721e-02 1.8827e-01 9.4862e-02 9.3062e-01 8.2698e-02 9.9195e-01 8.2729e-02
+#&gt; 341: 1.0187e+02 -4.1204e+00 -2.3531e+00 -4.0670e+00 -1.0085e+00 1.0501e-02 3.6671e-02 4.9236e-07 8.7297e-02 2.1733e-02 1.8820e-01 9.4558e-02 9.3121e-01 8.2677e-02 9.9238e-01 8.2713e-02
+#&gt; 342: 1.0187e+02 -4.1204e+00 -2.3534e+00 -4.0670e+00 -1.0085e+00 1.0818e-02 3.6715e-02 4.9084e-07 8.7450e-02 2.1726e-02 1.8801e-01 9.4252e-02 9.3160e-01 8.2657e-02 9.9232e-01 8.2708e-02
+#&gt; 343: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0670e+00 -1.0087e+00 1.1046e-02 3.6784e-02 4.8872e-07 8.7718e-02 2.1718e-02 1.8799e-01 9.3887e-02 9.3187e-01 8.2645e-02 9.9225e-01 8.2722e-02
+#&gt; 344: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0670e+00 -1.0087e+00 1.0652e-02 3.6736e-02 4.8852e-07 8.7725e-02 2.1730e-02 1.8792e-01 9.3731e-02 9.3202e-01 8.2618e-02 9.9218e-01 8.2712e-02
+#&gt; 345: 1.0187e+02 -4.1204e+00 -2.3536e+00 -4.0669e+00 -1.0090e+00 1.0445e-02 3.6714e-02 4.8690e-07 8.7782e-02 2.1751e-02 1.8798e-01 9.3450e-02 9.3223e-01 8.2582e-02 9.9239e-01 8.2706e-02
+#&gt; 346: 1.0187e+02 -4.1204e+00 -2.3536e+00 -4.0668e+00 -1.0089e+00 1.0173e-02 3.6743e-02 4.8656e-07 8.7733e-02 2.1810e-02 1.8814e-01 9.3151e-02 9.3257e-01 8.2575e-02 9.9181e-01 8.2708e-02
+#&gt; 347: 1.0187e+02 -4.1205e+00 -2.3532e+00 -4.0668e+00 -1.0089e+00 9.9457e-03 3.6808e-02 4.8756e-07 8.7948e-02 2.1819e-02 1.8813e-01 9.3040e-02 9.3255e-01 8.2599e-02 9.9124e-01 8.2727e-02
+#&gt; 348: 1.0187e+02 -4.1205e+00 -2.3534e+00 -4.0667e+00 -1.0090e+00 9.8498e-03 3.6967e-02 4.8883e-07 8.7998e-02 2.1841e-02 1.8820e-01 9.3180e-02 9.3259e-01 8.2612e-02 9.9148e-01 8.2750e-02
+#&gt; 349: 1.0187e+02 -4.1205e+00 -2.3535e+00 -4.0668e+00 -1.0091e+00 9.6211e-03 3.6891e-02 4.8867e-07 8.8006e-02 2.1930e-02 1.8819e-01 9.3390e-02 9.3232e-01 8.2612e-02 9.9073e-01 8.2738e-02
+#&gt; 350: 1.0187e+02 -4.1205e+00 -2.3534e+00 -4.0669e+00 -1.0090e+00 9.7176e-03 3.6813e-02 4.8925e-07 8.7923e-02 2.1964e-02 1.8820e-01 9.3434e-02 9.3224e-01 8.2600e-02 9.9031e-01 8.2734e-02
+#&gt; 351: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0669e+00 -1.0090e+00 9.6652e-03 3.6769e-02 4.8873e-07 8.7985e-02 2.2046e-02 1.8814e-01 9.3529e-02 9.3220e-01 8.2558e-02 9.8978e-01 8.2728e-02
+#&gt; 352: 1.0187e+02 -4.1204e+00 -2.3536e+00 -4.0669e+00 -1.0089e+00 9.8745e-03 3.6732e-02 4.8969e-07 8.8016e-02 2.2094e-02 1.8799e-01 9.3644e-02 9.3168e-01 8.2577e-02 9.8913e-01 8.2722e-02
+#&gt; 353: 1.0187e+02 -4.1204e+00 -2.3537e+00 -4.0669e+00 -1.0088e+00 9.7530e-03 3.6700e-02 4.9008e-07 8.7949e-02 2.2116e-02 1.8798e-01 9.3769e-02 9.3165e-01 8.2559e-02 9.8871e-01 8.2711e-02
+#&gt; 354: 1.0187e+02 -4.1204e+00 -2.3538e+00 -4.0667e+00 -1.0089e+00 9.4103e-03 3.6653e-02 4.9045e-07 8.7894e-02 2.2118e-02 1.8793e-01 9.3872e-02 9.3188e-01 8.2551e-02 9.8887e-01 8.2692e-02
+#&gt; 355: 1.0187e+02 -4.1204e+00 -2.3540e+00 -4.0666e+00 -1.0088e+00 9.1684e-03 3.6536e-02 4.9125e-07 8.7920e-02 2.2107e-02 1.8812e-01 9.4123e-02 9.3223e-01 8.2517e-02 9.8893e-01 8.2687e-02
+#&gt; 356: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0664e+00 -1.0086e+00 8.9025e-03 3.6431e-02 4.9325e-07 8.7949e-02 2.2110e-02 1.8827e-01 9.4135e-02 9.3252e-01 8.2503e-02 9.8907e-01 8.2649e-02
+#&gt; 357: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0663e+00 -1.0085e+00 8.6757e-03 3.6417e-02 4.9505e-07 8.8052e-02 2.2096e-02 1.8848e-01 9.4192e-02 9.3281e-01 8.2490e-02 9.8957e-01 8.2624e-02
+#&gt; 358: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0661e+00 -1.0084e+00 8.1812e-03 3.6349e-02 4.9610e-07 8.8344e-02 2.2104e-02 1.8844e-01 9.4129e-02 9.3294e-01 8.2493e-02 9.8977e-01 8.2614e-02
+#&gt; 359: 1.0187e+02 -4.1204e+00 -2.3541e+00 -4.0659e+00 -1.0083e+00 8.0905e-03 3.6475e-02 4.9675e-07 8.8647e-02 2.2116e-02 1.8831e-01 9.4146e-02 9.3322e-01 8.2473e-02 9.8978e-01 8.2622e-02
+#&gt; 360: 1.0187e+02 -4.1204e+00 -2.3542e+00 -4.0657e+00 -1.0082e+00 7.8390e-03 3.6468e-02 4.9649e-07 8.8981e-02 2.2120e-02 1.8815e-01 9.4249e-02 9.3361e-01 8.2430e-02 9.8997e-01 8.2616e-02
+#&gt; 361: 1.0187e+02 -4.1204e+00 -2.3545e+00 -4.0656e+00 -1.0083e+00 7.9104e-03 3.6434e-02 4.9737e-07 8.9447e-02 2.2133e-02 1.8808e-01 9.4085e-02 9.3387e-01 8.2426e-02 9.9025e-01 8.2616e-02
+#&gt; 362: 1.0187e+02 -4.1204e+00 -2.3547e+00 -4.0655e+00 -1.0087e+00 7.6341e-03 3.6428e-02 4.9748e-07 8.9872e-02 2.2148e-02 1.8805e-01 9.4025e-02 9.3407e-01 8.2456e-02 9.9070e-01 8.2609e-02
+#&gt; 363: 1.0187e+02 -4.1204e+00 -2.3546e+00 -4.0653e+00 -1.0087e+00 7.2351e-03 3.6392e-02 4.9842e-07 9.0125e-02 2.2179e-02 1.8818e-01 9.4157e-02 9.3437e-01 8.2439e-02 9.9051e-01 8.2626e-02
+#&gt; 364: 1.0187e+02 -4.1204e+00 -2.3543e+00 -4.0651e+00 -1.0089e+00 6.7851e-03 3.6303e-02 4.9890e-07 9.0448e-02 2.2189e-02 1.8831e-01 9.4432e-02 9.3513e-01 8.2433e-02 9.9051e-01 8.2655e-02
+#&gt; 365: 1.0187e+02 -4.1204e+00 -2.3538e+00 -4.0650e+00 -1.0089e+00 6.2935e-03 3.6267e-02 4.9829e-07 9.0718e-02 2.2204e-02 1.8818e-01 9.4507e-02 9.3580e-01 8.2387e-02 9.9049e-01 8.2678e-02
+#&gt; 366: 1.0187e+02 -4.1204e+00 -2.3535e+00 -4.0649e+00 -1.0088e+00 5.8910e-03 3.6339e-02 4.9911e-07 9.0727e-02 2.2231e-02 1.8801e-01 9.4683e-02 9.3567e-01 8.2359e-02 9.8997e-01 8.2681e-02
+#&gt; 367: 1.0187e+02 -4.1204e+00 -2.3533e+00 -4.0649e+00 -1.0088e+00 5.8610e-03 3.6366e-02 5.0123e-07 9.0732e-02 2.2245e-02 1.8793e-01 9.4666e-02 9.3556e-01 8.2339e-02 9.8945e-01 8.2691e-02
+#&gt; 368: 1.0187e+02 -4.1204e+00 -2.3531e+00 -4.0650e+00 -1.0088e+00 6.1043e-03 3.6424e-02 5.0107e-07 9.0729e-02 2.2248e-02 1.8780e-01 9.4599e-02 9.3554e-01 8.2315e-02 9.8903e-01 8.2705e-02
+#&gt; 369: 1.0187e+02 -4.1204e+00 -2.3530e+00 -4.0650e+00 -1.0088e+00 6.1767e-03 3.6436e-02 5.0046e-07 9.0617e-02 2.2226e-02 1.8787e-01 9.4410e-02 9.3504e-01 8.2361e-02 9.8843e-01 8.2694e-02
+#&gt; 370: 1.0187e+02 -4.1204e+00 -2.3528e+00 -4.0651e+00 -1.0088e+00 6.2532e-03 3.6467e-02 5.0024e-07 9.0741e-02 2.2223e-02 1.8794e-01 9.4288e-02 9.3472e-01 8.2374e-02 9.8781e-01 8.2703e-02
+#&gt; 371: 1.0186e+02 -4.1204e+00 -2.3525e+00 -4.0652e+00 -1.0088e+00 6.2117e-03 3.6465e-02 4.9964e-07 9.0904e-02 2.2220e-02 1.8788e-01 9.4310e-02 9.3470e-01 8.2367e-02 9.8730e-01 8.2731e-02
+#&gt; 372: 1.0186e+02 -4.1204e+00 -2.3524e+00 -4.0651e+00 -1.0089e+00 6.1363e-03 3.6367e-02 5.0037e-07 9.1177e-02 2.2230e-02 1.8783e-01 9.4288e-02 9.3496e-01 8.2365e-02 9.8699e-01 8.2729e-02
+#&gt; 373: 1.0186e+02 -4.1204e+00 -2.3523e+00 -4.0650e+00 -1.0089e+00 6.0384e-03 3.6353e-02 5.0195e-07 9.1402e-02 2.2219e-02 1.8764e-01 9.4343e-02 9.3478e-01 8.2430e-02 9.8641e-01 8.2747e-02
+#&gt; 374: 1.0186e+02 -4.1204e+00 -2.3523e+00 -4.0650e+00 -1.0091e+00 5.9821e-03 3.6377e-02 5.0424e-07 9.1532e-02 2.2243e-02 1.8761e-01 9.4219e-02 9.3466e-01 8.2418e-02 9.8614e-01 8.2735e-02
+#&gt; 375: 1.0186e+02 -4.1204e+00 -2.3524e+00 -4.0649e+00 -1.0091e+00 5.8843e-03 3.6358e-02 5.0568e-07 9.1556e-02 2.2250e-02 1.8768e-01 9.4173e-02 9.3432e-01 8.2413e-02 9.8592e-01 8.2728e-02
+#&gt; 376: 1.0186e+02 -4.1204e+00 -2.3526e+00 -4.0649e+00 -1.0090e+00 5.7256e-03 3.6406e-02 5.0673e-07 9.1590e-02 2.2260e-02 1.8765e-01 9.4159e-02 9.3417e-01 8.2400e-02 9.8565e-01 8.2701e-02
+#&gt; 377: 1.0186e+02 -4.1204e+00 -2.3527e+00 -4.0647e+00 -1.0091e+00 5.2782e-03 3.6397e-02 5.0740e-07 9.1564e-02 2.2263e-02 1.8765e-01 9.4084e-02 9.3434e-01 8.2395e-02 9.8563e-01 8.2680e-02
+#&gt; 378: 1.0186e+02 -4.1204e+00 -2.3524e+00 -4.0646e+00 -1.0091e+00 4.8184e-03 3.6478e-02 5.0759e-07 9.1590e-02 2.2213e-02 1.8766e-01 9.4162e-02 9.3432e-01 8.2353e-02 9.8595e-01 8.2681e-02
+#&gt; 379: 1.0186e+02 -4.1204e+00 -2.3521e+00 -4.0646e+00 -1.0089e+00 4.4861e-03 3.6557e-02 5.0710e-07 9.1595e-02 2.2159e-02 1.8767e-01 9.3894e-02 9.3395e-01 8.2341e-02 9.8636e-01 8.2671e-02
+#&gt; 380: 1.0186e+02 -4.1204e+00 -2.3517e+00 -4.0644e+00 -1.0089e+00 3.9799e-03 3.6543e-02 5.0682e-07 9.1532e-02 2.2143e-02 1.8768e-01 9.3854e-02 9.3372e-01 8.2331e-02 9.8640e-01 8.2678e-02
+#&gt; 381: 1.0186e+02 -4.1204e+00 -2.3515e+00 -4.0643e+00 -1.0089e+00 3.6269e-03 3.6531e-02 5.0770e-07 9.1364e-02 2.2157e-02 1.8768e-01 9.3897e-02 9.3383e-01 8.2326e-02 9.8630e-01 8.2675e-02
+#&gt; 382: 1.0186e+02 -4.1204e+00 -2.3513e+00 -4.0643e+00 -1.0090e+00 3.1691e-03 3.6469e-02 5.0860e-07 9.1318e-02 2.2188e-02 1.8767e-01 9.3787e-02 9.3433e-01 8.2306e-02 9.8643e-01 8.2670e-02
+#&gt; 383: 1.0186e+02 -4.1204e+00 -2.3508e+00 -4.0642e+00 -1.0090e+00 2.6209e-03 3.6416e-02 5.0893e-07 9.1374e-02 2.2165e-02 1.8759e-01 9.3654e-02 9.3443e-01 8.2289e-02 9.8663e-01 8.2672e-02
+#&gt; 384: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0640e+00 -1.0090e+00 2.1556e-03 3.6403e-02 5.0834e-07 9.1550e-02 2.2148e-02 1.8750e-01 9.3422e-02 9.3444e-01 8.2277e-02 9.8639e-01 8.2670e-02
+#&gt; 385: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0638e+00 -1.0089e+00 1.7048e-03 3.6391e-02 5.0788e-07 9.1717e-02 2.2160e-02 1.8746e-01 9.3178e-02 9.3457e-01 8.2261e-02 9.8616e-01 8.2636e-02
+#&gt; 386: 1.0186e+02 -4.1204e+00 -2.3504e+00 -4.0637e+00 -1.0089e+00 1.4309e-03 3.6372e-02 5.0847e-07 9.1895e-02 2.2157e-02 1.8754e-01 9.2918e-02 9.3439e-01 8.2246e-02 9.8601e-01 8.2617e-02
+#&gt; 387: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0636e+00 -1.0089e+00 1.3524e-03 3.6446e-02 5.0896e-07 9.2022e-02 2.2182e-02 1.8768e-01 9.2684e-02 9.3470e-01 8.2216e-02 9.8593e-01 8.2620e-02
+#&gt; 388: 1.0186e+02 -4.1204e+00 -2.3506e+00 -4.0635e+00 -1.0089e+00 1.2887e-03 3.6478e-02 5.0904e-07 9.2117e-02 2.2174e-02 1.8761e-01 9.2506e-02 9.3463e-01 8.2221e-02 9.8563e-01 8.2609e-02
+#&gt; 389: 1.0186e+02 -4.1204e+00 -2.3505e+00 -4.0635e+00 -1.0089e+00 1.2044e-03 3.6479e-02 5.0969e-07 9.2068e-02 2.2180e-02 1.8751e-01 9.2308e-02 9.3438e-01 8.2241e-02 9.8516e-01 8.2592e-02
+#&gt; 390: 1.0186e+02 -4.1204e+00 -2.3506e+00 -4.0635e+00 -1.0087e+00 1.1442e-03 3.6497e-02 5.0878e-07 9.1995e-02 2.2156e-02 1.8744e-01 9.2169e-02 9.3410e-01 8.2257e-02 9.8511e-01 8.2581e-02
+#&gt; 391: 1.0186e+02 -4.1204e+00 -2.3508e+00 -4.0635e+00 -1.0089e+00 1.0925e-03 3.6454e-02 5.0876e-07 9.1945e-02 2.2177e-02 1.8739e-01 9.1989e-02 9.3439e-01 8.2254e-02 9.8472e-01 8.2579e-02
+#&gt; 392: 1.0186e+02 -4.1204e+00 -2.3506e+00 -4.0633e+00 -1.0091e+00 7.9940e-04 3.6417e-02 5.0874e-07 9.1956e-02 2.2185e-02 1.8730e-01 9.1977e-02 9.3422e-01 8.2244e-02 9.8463e-01 8.2589e-02
+#&gt; 393: 1.0186e+02 -4.1204e+00 -2.3504e+00 -4.0632e+00 -1.0093e+00 4.2112e-04 3.6433e-02 5.0843e-07 9.1868e-02 2.2211e-02 1.8739e-01 9.2106e-02 9.3464e-01 8.2217e-02 9.8458e-01 8.2594e-02
+#&gt; 394: 1.0186e+02 -4.1204e+00 -2.3502e+00 -4.0631e+00 -1.0093e+00 1.4926e-04 3.6534e-02 5.0862e-07 9.1713e-02 2.2244e-02 1.8735e-01 9.2105e-02 9.3454e-01 8.2239e-02 9.8410e-01 8.2601e-02
+#&gt; 395: 1.0186e+02 -4.1204e+00 -2.3499e+00 -4.0630e+00 -1.0095e+00 5.2506e-05 3.6667e-02 5.0955e-07 9.1548e-02 2.2269e-02 1.8733e-01 9.2151e-02 9.3450e-01 8.2256e-02 9.8389e-01 8.2612e-02
+#&gt; 396: 1.0186e+02 -4.1204e+00 -2.3497e+00 -4.0630e+00 -1.0097e+00 1.6581e-05 3.6789e-02 5.1002e-07 9.1431e-02 2.2299e-02 1.8742e-01 9.2120e-02 9.3450e-01 8.2252e-02 9.8367e-01 8.2620e-02
+#&gt; 397: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0629e+00 -1.0098e+00 -5.0310e-05 3.6860e-02 5.0949e-07 9.1311e-02 2.2323e-02 1.8738e-01 9.2130e-02 9.3467e-01 8.2250e-02 9.8388e-01 8.2628e-02
+#&gt; 398: 1.0186e+02 -4.1205e+00 -2.3494e+00 -4.0629e+00 -1.0097e+00 -1.4918e-04 3.6902e-02 5.0935e-07 9.1211e-02 2.2330e-02 1.8747e-01 9.2144e-02 9.3478e-01 8.2260e-02 9.8420e-01 8.2632e-02
+#&gt; 399: 1.0186e+02 -4.1205e+00 -2.3497e+00 -4.0628e+00 -1.0097e+00 -2.2152e-04 3.6932e-02 5.0927e-07 9.1209e-02 2.2377e-02 1.8750e-01 9.2136e-02 9.3481e-01 8.2286e-02 9.8431e-01 8.2622e-02
+#&gt; 400: 1.0186e+02 -4.1205e+00 -2.3499e+00 -4.0629e+00 -1.0097e+00 3.2878e-05 3.6943e-02 5.0892e-07 9.1092e-02 2.2388e-02 1.8752e-01 9.2072e-02 9.3534e-01 8.2276e-02 9.8472e-01 8.2615e-02
+#&gt; 401: 1.0186e+02 -4.1205e+00 -2.3501e+00 -4.0630e+00 -1.0097e+00 2.6776e-04 3.6950e-02 5.0860e-07 9.1038e-02 2.2395e-02 1.8740e-01 9.1911e-02 9.3515e-01 8.2331e-02 9.8459e-01 8.2615e-02
+#&gt; 402: 1.0186e+02 -4.1205e+00 -2.3502e+00 -4.0632e+00 -1.0097e+00 3.9988e-04 3.6912e-02 5.0849e-07 9.0944e-02 2.2401e-02 1.8737e-01 9.1701e-02 9.3494e-01 8.2353e-02 9.8479e-01 8.2609e-02
+#&gt; 403: 1.0186e+02 -4.1205e+00 -2.3503e+00 -4.0633e+00 -1.0098e+00 4.9714e-04 3.6935e-02 5.0805e-07 9.0895e-02 2.2404e-02 1.8741e-01 9.1609e-02 9.3444e-01 8.2372e-02 9.8505e-01 8.2638e-02
+#&gt; 404: 1.0186e+02 -4.1205e+00 -2.3504e+00 -4.0633e+00 -1.0100e+00 5.8465e-04 3.6978e-02 5.0889e-07 9.0862e-02 2.2453e-02 1.8746e-01 9.1650e-02 9.3491e-01 8.2364e-02 9.8484e-01 8.2653e-02
+#&gt; 405: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0634e+00 -1.0099e+00 5.5970e-04 3.6999e-02 5.0964e-07 9.0930e-02 2.2480e-02 1.8742e-01 9.1823e-02 9.3458e-01 8.2371e-02 9.8465e-01 8.2670e-02
+#&gt; 406: 1.0186e+02 -4.1205e+00 -2.3507e+00 -4.0634e+00 -1.0098e+00 5.4464e-04 3.7123e-02 5.1046e-07 9.1008e-02 2.2478e-02 1.8749e-01 9.1930e-02 9.3449e-01 8.2361e-02 9.8440e-01 8.2666e-02
+#&gt; 407: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0634e+00 -1.0097e+00 3.5564e-04 3.7226e-02 5.0978e-07 9.0891e-02 2.2469e-02 1.8751e-01 9.2130e-02 9.3444e-01 8.2380e-02 9.8462e-01 8.2660e-02
+#&gt; 408: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0635e+00 -1.0097e+00 3.8362e-04 3.7354e-02 5.0967e-07 9.0892e-02 2.2461e-02 1.8747e-01 9.2230e-02 9.3453e-01 8.2363e-02 9.8466e-01 8.2661e-02
+#&gt; 409: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0635e+00 -1.0097e+00 2.6671e-04 3.7473e-02 5.0928e-07 9.0894e-02 2.2519e-02 1.8751e-01 9.2243e-02 9.3447e-01 8.2347e-02 9.8449e-01 8.2667e-02
+#&gt; 410: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0634e+00 -1.0098e+00 1.7963e-04 3.7438e-02 5.0981e-07 9.0898e-02 2.2600e-02 1.8764e-01 9.2237e-02 9.3502e-01 8.2320e-02 9.8430e-01 8.2663e-02
+#&gt; 411: 1.0186e+02 -4.1205e+00 -2.3506e+00 -4.0634e+00 -1.0098e+00 1.0085e-04 3.7381e-02 5.0970e-07 9.0820e-02 2.2618e-02 1.8767e-01 9.2103e-02 9.3480e-01 8.2324e-02 9.8427e-01 8.2652e-02
+#&gt; 412: 1.0186e+02 -4.1205e+00 -2.3508e+00 -4.0633e+00 -1.0097e+00 1.9452e-04 3.7315e-02 5.0984e-07 9.0784e-02 2.2605e-02 1.8772e-01 9.2118e-02 9.3504e-01 8.2314e-02 9.8431e-01 8.2636e-02
+#&gt; 413: 1.0186e+02 -4.1205e+00 -2.3508e+00 -4.0632e+00 -1.0097e+00 1.8432e-04 3.7243e-02 5.0946e-07 9.0798e-02 2.2604e-02 1.8765e-01 9.2206e-02 9.3499e-01 8.2299e-02 9.8426e-01 8.2636e-02
+#&gt; 414: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0632e+00 -1.0097e+00 2.1744e-04 3.7203e-02 5.0880e-07 9.0769e-02 2.2604e-02 1.8757e-01 9.2403e-02 9.3516e-01 8.2279e-02 9.8414e-01 8.2659e-02
+#&gt; 415: 1.0186e+02 -4.1205e+00 -2.3505e+00 -4.0633e+00 -1.0097e+00 1.9330e-04 3.7197e-02 5.0896e-07 9.0657e-02 2.2618e-02 1.8764e-01 9.2565e-02 9.3514e-01 8.2264e-02 9.8435e-01 8.2655e-02
+#&gt; 416: 1.0186e+02 -4.1205e+00 -2.3501e+00 -4.0634e+00 -1.0097e+00 2.1450e-04 3.7144e-02 5.0882e-07 9.0762e-02 2.2645e-02 1.8761e-01 9.2614e-02 9.3511e-01 8.2277e-02 9.8415e-01 8.2669e-02
+#&gt; 417: 1.0186e+02 -4.1205e+00 -2.3498e+00 -4.0634e+00 -1.0099e+00 1.0737e-04 3.7092e-02 5.0932e-07 9.0804e-02 2.2631e-02 1.8754e-01 9.2581e-02 9.3509e-01 8.2284e-02 9.8430e-01 8.2667e-02
+#&gt; 418: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0099e+00 2.4734e-05 3.7061e-02 5.0972e-07 9.0913e-02 2.2624e-02 1.8736e-01 9.2572e-02 9.3482e-01 8.2275e-02 9.8413e-01 8.2682e-02
+#&gt; 419: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0099e+00 -3.9197e-05 3.7070e-02 5.1000e-07 9.1084e-02 2.2644e-02 1.8727e-01 9.2636e-02 9.3494e-01 8.2259e-02 9.8382e-01 8.2673e-02
+#&gt; 420: 1.0186e+02 -4.1205e+00 -2.3494e+00 -4.0633e+00 -1.0098e+00 -1.2434e-04 3.7103e-02 5.1037e-07 9.1152e-02 2.2631e-02 1.8733e-01 9.2862e-02 9.3515e-01 8.2244e-02 9.8388e-01 8.2656e-02
+#&gt; 421: 1.0186e+02 -4.1205e+00 -2.3494e+00 -4.0632e+00 -1.0097e+00 -1.5440e-04 3.7123e-02 5.1205e-07 9.1233e-02 2.2626e-02 1.8744e-01 9.2935e-02 9.3523e-01 8.2241e-02 9.8360e-01 8.2652e-02
+#&gt; 422: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0095e+00 -8.9184e-05 3.7182e-02 5.1296e-07 9.1123e-02 2.2617e-02 1.8749e-01 9.2915e-02 9.3509e-01 8.2276e-02 9.8367e-01 8.2637e-02
+#&gt; 423: 1.0186e+02 -4.1205e+00 -2.3497e+00 -4.0634e+00 -1.0095e+00 6.7469e-05 3.7194e-02 5.1323e-07 9.1083e-02 2.2642e-02 1.8739e-01 9.3097e-02 9.3529e-01 8.2270e-02 9.8367e-01 8.2642e-02
+#&gt; 424: 1.0186e+02 -4.1205e+00 -2.3498e+00 -4.0635e+00 -1.0094e+00 1.5970e-04 3.7258e-02 5.1292e-07 9.0998e-02 2.2667e-02 1.8730e-01 9.3311e-02 9.3525e-01 8.2262e-02 9.8362e-01 8.2648e-02
+#&gt; 425: 1.0186e+02 -4.1205e+00 -2.3499e+00 -4.0636e+00 -1.0095e+00 2.7004e-04 3.7298e-02 5.1307e-07 9.0839e-02 2.2665e-02 1.8744e-01 9.3429e-02 9.3497e-01 8.2282e-02 9.8395e-01 8.2657e-02
+#&gt; 426: 1.0186e+02 -4.1205e+00 -2.3499e+00 -4.0636e+00 -1.0094e+00 3.9201e-04 3.7303e-02 5.1305e-07 9.0647e-02 2.2675e-02 1.8743e-01 9.3523e-02 9.3477e-01 8.2314e-02 9.8371e-01 8.2655e-02
+#&gt; 427: 1.0186e+02 -4.1205e+00 -2.3496e+00 -4.0636e+00 -1.0093e+00 2.9359e-04 3.7366e-02 5.1245e-07 9.0630e-02 2.2673e-02 1.8738e-01 9.3813e-02 9.3495e-01 8.2291e-02 9.8368e-01 8.2653e-02
+#&gt; 428: 1.0186e+02 -4.1204e+00 -2.3496e+00 -4.0635e+00 -1.0094e+00 2.5099e-04 3.7411e-02 5.1144e-07 9.0647e-02 2.2674e-02 1.8732e-01 9.3993e-02 9.3493e-01 8.2273e-02 9.8373e-01 8.2652e-02
+#&gt; 429: 1.0186e+02 -4.1204e+00 -2.3495e+00 -4.0635e+00 -1.0095e+00 2.4723e-04 3.7543e-02 5.1084e-07 9.0600e-02 2.2677e-02 1.8723e-01 9.4269e-02 9.3518e-01 8.2286e-02 9.8396e-01 8.2659e-02
+#&gt; 430: 1.0186e+02 -4.1204e+00 -2.3494e+00 -4.0635e+00 -1.0096e+00 2.7711e-04 3.7579e-02 5.1022e-07 9.0496e-02 2.2679e-02 1.8708e-01 9.4484e-02 9.3525e-01 8.2309e-02 9.8433e-01 8.2672e-02
+#&gt; 431: 1.0186e+02 -4.1204e+00 -2.3494e+00 -4.0634e+00 -1.0095e+00 1.3934e-05 3.7631e-02 5.0908e-07 9.0378e-02 2.2671e-02 1.8708e-01 9.4770e-02 9.3528e-01 8.2302e-02 9.8470e-01 8.2682e-02
+#&gt; 432: 1.0186e+02 -4.1204e+00 -2.3495e+00 -4.0633e+00 -1.0096e+00 -8.9401e-05 3.7677e-02 5.0861e-07 9.0278e-02 2.2654e-02 1.8702e-01 9.4882e-02 9.3518e-01 8.2318e-02 9.8488e-01 8.2667e-02
+#&gt; 433: 1.0186e+02 -4.1205e+00 -2.3495e+00 -4.0633e+00 -1.0096e+00 -3.6841e-04 3.7706e-02 5.0854e-07 9.0108e-02 2.2652e-02 1.8703e-01 9.5039e-02 9.3487e-01 8.2331e-02 9.8494e-01 8.2669e-02
+#&gt; 434: 1.0186e+02 -4.1205e+00 -2.3493e+00 -4.0632e+00 -1.0096e+00 -4.3399e-04 3.7671e-02 5.0796e-07 9.0036e-02 2.2661e-02 1.8701e-01 9.5122e-02 9.3474e-01 8.2331e-02 9.8474e-01 8.2675e-02
+#&gt; 435: 1.0186e+02 -4.1205e+00 -2.3491e+00 -4.0632e+00 -1.0096e+00 -6.1398e-04 3.7654e-02 5.0727e-07 8.9940e-02 2.2664e-02 1.8691e-01 9.5242e-02 9.3451e-01 8.2346e-02 9.8466e-01 8.2677e-02
+#&gt; 436: 1.0186e+02 -4.1205e+00 -2.3487e+00 -4.0632e+00 -1.0094e+00 -7.2148e-04 3.7647e-02 5.0649e-07 8.9838e-02 2.2661e-02 1.8694e-01 9.5465e-02 9.3429e-01 8.2365e-02 9.8475e-01 8.2683e-02
+#&gt; 437: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0632e+00 -1.0093e+00 -1.1480e-03 3.7613e-02 5.0662e-07 8.9719e-02 2.2674e-02 1.8698e-01 9.5631e-02 9.3419e-01 8.2380e-02 9.8490e-01 8.2684e-02
+#&gt; 438: 1.0186e+02 -4.1204e+00 -2.3482e+00 -4.0631e+00 -1.0092e+00 -1.5547e-03 3.7583e-02 5.0753e-07 8.9612e-02 2.2680e-02 1.8703e-01 9.5913e-02 9.3413e-01 8.2394e-02 9.8523e-01 8.2678e-02
+#&gt; 439: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0630e+00 -1.0093e+00 -1.9392e-03 3.7463e-02 5.0769e-07 8.9410e-02 2.2706e-02 1.8706e-01 9.6149e-02 9.3392e-01 8.2425e-02 9.8512e-01 8.2670e-02
+#&gt; 440: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0629e+00 -1.0094e+00 -2.1940e-03 3.7360e-02 5.0743e-07 8.9245e-02 2.2742e-02 1.8710e-01 9.6213e-02 9.3400e-01 8.2445e-02 9.8490e-01 8.2676e-02
+#&gt; 441: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0629e+00 -1.0095e+00 -2.3414e-03 3.7297e-02 5.0838e-07 8.9137e-02 2.2806e-02 1.8721e-01 9.6155e-02 9.3405e-01 8.2450e-02 9.8470e-01 8.2684e-02
+#&gt; 442: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0628e+00 -1.0095e+00 -2.6378e-03 3.7241e-02 5.0923e-07 8.9066e-02 2.2846e-02 1.8727e-01 9.6135e-02 9.3389e-01 8.2465e-02 9.8454e-01 8.2686e-02
+#&gt; 443: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0627e+00 -1.0094e+00 -2.8716e-03 3.7214e-02 5.1026e-07 8.9128e-02 2.2901e-02 1.8740e-01 9.6077e-02 9.3386e-01 8.2444e-02 9.8421e-01 8.2692e-02
+#&gt; 444: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0627e+00 -1.0092e+00 -2.9147e-03 3.7196e-02 5.1104e-07 8.9190e-02 2.2985e-02 1.8744e-01 9.5999e-02 9.3390e-01 8.2424e-02 9.8381e-01 8.2696e-02
+#&gt; 445: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0626e+00 -1.0090e+00 -2.9638e-03 3.7251e-02 5.1283e-07 8.9335e-02 2.3004e-02 1.8756e-01 9.5788e-02 9.3382e-01 8.2416e-02 9.8347e-01 8.2683e-02
+#&gt; 446: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0627e+00 -1.0090e+00 -2.8796e-03 3.7331e-02 5.1479e-07 8.9470e-02 2.3017e-02 1.8762e-01 9.5656e-02 9.3368e-01 8.2405e-02 9.8325e-01 8.2680e-02
+#&gt; 447: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0628e+00 -1.0091e+00 -2.7695e-03 3.7473e-02 5.1656e-07 8.9568e-02 2.3030e-02 1.8757e-01 9.5575e-02 9.3379e-01 8.2386e-02 9.8306e-01 8.2690e-02
+#&gt; 448: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0091e+00 -2.6293e-03 3.7498e-02 5.1814e-07 8.9776e-02 2.3052e-02 1.8762e-01 9.5422e-02 9.3373e-01 8.2372e-02 9.8274e-01 8.2685e-02
+#&gt; 449: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0628e+00 -1.0092e+00 -2.5640e-03 3.7542e-02 5.1867e-07 8.9888e-02 2.3056e-02 1.8763e-01 9.5364e-02 9.3400e-01 8.2365e-02 9.8239e-01 8.2691e-02
+#&gt; 450: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0628e+00 -1.0093e+00 -2.5816e-03 3.7622e-02 5.1849e-07 9.0050e-02 2.3061e-02 1.8765e-01 9.5274e-02 9.3435e-01 8.2341e-02 9.8235e-01 8.2699e-02
+#&gt; 451: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0627e+00 -1.0094e+00 -2.4837e-03 3.7631e-02 5.1931e-07 9.0177e-02 2.3053e-02 1.8766e-01 9.5103e-02 9.3459e-01 8.2322e-02 9.8226e-01 8.2715e-02
+#&gt; 452: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0627e+00 -1.0094e+00 -2.4156e-03 3.7606e-02 5.1901e-07 9.0333e-02 2.3047e-02 1.8763e-01 9.4959e-02 9.3485e-01 8.2289e-02 9.8210e-01 8.2713e-02
+#&gt; 453: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0627e+00 -1.0093e+00 -2.4619e-03 3.7552e-02 5.1874e-07 9.0495e-02 2.3066e-02 1.8761e-01 9.4960e-02 9.3485e-01 8.2293e-02 9.8178e-01 8.2703e-02
+#&gt; 454: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0627e+00 -1.0092e+00 -2.4816e-03 3.7514e-02 5.1835e-07 9.0606e-02 2.3073e-02 1.8754e-01 9.4896e-02 9.3491e-01 8.2277e-02 9.8154e-01 8.2696e-02
+#&gt; 455: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0627e+00 -1.0092e+00 -2.3708e-03 3.7457e-02 5.1742e-07 9.0715e-02 2.3099e-02 1.8756e-01 9.4804e-02 9.3481e-01 8.2272e-02 9.8122e-01 8.2688e-02
+#&gt; 456: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0627e+00 -1.0093e+00 -2.2313e-03 3.7409e-02 5.1680e-07 9.0906e-02 2.3131e-02 1.8743e-01 9.4814e-02 9.3476e-01 8.2261e-02 9.8108e-01 8.2694e-02
+#&gt; 457: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0628e+00 -1.0095e+00 -2.1182e-03 3.7342e-02 5.1630e-07 9.0986e-02 2.3158e-02 1.8733e-01 9.4843e-02 9.3488e-01 8.2244e-02 9.8094e-01 8.2700e-02
+#&gt; 458: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0628e+00 -1.0095e+00 -1.9242e-03 3.7244e-02 5.1605e-07 9.1085e-02 2.3168e-02 1.8720e-01 9.4820e-02 9.3509e-01 8.2228e-02 9.8093e-01 8.2703e-02
+#&gt; 459: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0629e+00 -1.0095e+00 -1.7643e-03 3.7203e-02 5.1566e-07 9.1179e-02 2.3175e-02 1.8715e-01 9.4809e-02 9.3516e-01 8.2216e-02 9.8087e-01 8.2690e-02
+#&gt; 460: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0094e+00 -1.5479e-03 3.7151e-02 5.1547e-07 9.1211e-02 2.3155e-02 1.8712e-01 9.4703e-02 9.3539e-01 8.2201e-02 9.8100e-01 8.2683e-02
+#&gt; 461: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0630e+00 -1.0095e+00 -1.4993e-03 3.7111e-02 5.1446e-07 9.1225e-02 2.3159e-02 1.8705e-01 9.4569e-02 9.3555e-01 8.2183e-02 9.8078e-01 8.2680e-02
+#&gt; 462: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0094e+00 -1.4890e-03 3.7056e-02 5.1361e-07 9.1446e-02 2.3158e-02 1.8694e-01 9.4494e-02 9.3557e-01 8.2171e-02 9.8058e-01 8.2688e-02
+#&gt; 463: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0629e+00 -1.0094e+00 -1.3999e-03 3.6996e-02 5.1319e-07 9.1659e-02 2.3176e-02 1.8695e-01 9.4436e-02 9.3570e-01 8.2153e-02 9.8053e-01 8.2686e-02
+#&gt; 464: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0630e+00 -1.0095e+00 -1.1544e-03 3.6949e-02 5.1300e-07 9.1885e-02 2.3162e-02 1.8688e-01 9.4378e-02 9.3599e-01 8.2134e-02 9.8051e-01 8.2694e-02
+#&gt; 465: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0630e+00 -1.0097e+00 -9.7372e-04 3.6943e-02 5.1235e-07 9.2014e-02 2.3136e-02 1.8692e-01 9.4288e-02 9.3605e-01 8.2141e-02 9.8053e-01 8.2693e-02
+#&gt; 466: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0630e+00 -1.0097e+00 -9.2442e-04 3.6916e-02 5.1246e-07 9.2074e-02 2.3132e-02 1.8688e-01 9.4254e-02 9.3590e-01 8.2131e-02 9.8016e-01 8.2691e-02
+#&gt; 467: 1.0186e+02 -4.1205e+00 -2.3485e+00 -4.0631e+00 -1.0098e+00 -8.2540e-04 3.6928e-02 5.1340e-07 9.2164e-02 2.3141e-02 1.8690e-01 9.4382e-02 9.3620e-01 8.2106e-02 9.7996e-01 8.2705e-02
+#&gt; 468: 1.0186e+02 -4.1205e+00 -2.3484e+00 -4.0631e+00 -1.0097e+00 -7.3368e-04 3.6925e-02 5.1395e-07 9.2218e-02 2.3136e-02 1.8695e-01 9.4504e-02 9.3629e-01 8.2094e-02 9.7985e-01 8.2716e-02
+#&gt; 469: 1.0186e+02 -4.1205e+00 -2.3483e+00 -4.0630e+00 -1.0096e+00 -7.4343e-04 3.6891e-02 5.1401e-07 9.2204e-02 2.3114e-02 1.8700e-01 9.4639e-02 9.3643e-01 8.2078e-02 9.7996e-01 8.2709e-02
+#&gt; 470: 1.0186e+02 -4.1205e+00 -2.3482e+00 -4.0630e+00 -1.0096e+00 -7.8250e-04 3.6874e-02 5.1370e-07 9.2209e-02 2.3083e-02 1.8702e-01 9.4728e-02 9.3646e-01 8.2073e-02 9.7989e-01 8.2703e-02
+#&gt; 471: 1.0186e+02 -4.1205e+00 -2.3480e+00 -4.0629e+00 -1.0095e+00 -1.0440e-03 3.6843e-02 5.1358e-07 9.2194e-02 2.3062e-02 1.8710e-01 9.4741e-02 9.3649e-01 8.2082e-02 9.8003e-01 8.2701e-02
+#&gt; 472: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0629e+00 -1.0096e+00 -9.5438e-04 3.6869e-02 5.1330e-07 9.2176e-02 2.3050e-02 1.8712e-01 9.4766e-02 9.3666e-01 8.2080e-02 9.7996e-01 8.2691e-02
+#&gt; 473: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0630e+00 -1.0096e+00 -8.2178e-04 3.6877e-02 5.1283e-07 9.2191e-02 2.3021e-02 1.8703e-01 9.4747e-02 9.3670e-01 8.2072e-02 9.8007e-01 8.2693e-02
+#&gt; 474: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0630e+00 -1.0096e+00 -7.0189e-04 3.6927e-02 5.1196e-07 9.2195e-02 2.2989e-02 1.8702e-01 9.4746e-02 9.3669e-01 8.2054e-02 9.8029e-01 8.2689e-02
+#&gt; 475: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0630e+00 -1.0095e+00 -7.1989e-04 3.6993e-02 5.1125e-07 9.2159e-02 2.2963e-02 1.8700e-01 9.4813e-02 9.3681e-01 8.2051e-02 9.8027e-01 8.2680e-02
+#&gt; 476: 1.0186e+02 -4.1205e+00 -2.3481e+00 -4.0629e+00 -1.0096e+00 -7.1806e-04 3.7018e-02 5.1105e-07 9.2091e-02 2.2933e-02 1.8696e-01 9.4837e-02 9.3713e-01 8.2067e-02 9.8033e-01 8.2674e-02
+#&gt; 477: 1.0186e+02 -4.1205e+00 -2.3479e+00 -4.0630e+00 -1.0097e+00 -7.3438e-04 3.6986e-02 5.1121e-07 9.2046e-02 2.2909e-02 1.8698e-01 9.4809e-02 9.3743e-01 8.2059e-02 9.8045e-01 8.2693e-02
+#&gt; 478: 1.0186e+02 -4.1205e+00 -2.3478e+00 -4.0630e+00 -1.0096e+00 -7.9338e-04 3.6912e-02 5.1224e-07 9.2056e-02 2.2881e-02 1.8698e-01 9.4791e-02 9.3757e-01 8.2042e-02 9.8072e-01 8.2682e-02
+#&gt; 479: 1.0186e+02 -4.1205e+00 -2.3476e+00 -4.0629e+00 -1.0096e+00 -8.6158e-04 3.6882e-02 5.1284e-07 9.2159e-02 2.2867e-02 1.8694e-01 9.4774e-02 9.3749e-01 8.2051e-02 9.8088e-01 8.2679e-02
+#&gt; 480: 1.0186e+02 -4.1205e+00 -2.3474e+00 -4.0629e+00 -1.0096e+00 -1.1334e-03 3.6851e-02 5.1423e-07 9.2253e-02 2.2869e-02 1.8696e-01 9.4820e-02 9.3751e-01 8.2063e-02 9.8097e-01 8.2693e-02
+#&gt; 481: 1.0186e+02 -4.1205e+00 -2.3470e+00 -4.0629e+00 -1.0096e+00 -1.2444e-03 3.6785e-02 5.1490e-07 9.2397e-02 2.2853e-02 1.8694e-01 9.4838e-02 9.3770e-01 8.2031e-02 9.8124e-01 8.2707e-02
+#&gt; 482: 1.0186e+02 -4.1205e+00 -2.3467e+00 -4.0629e+00 -1.0095e+00 -1.3612e-03 3.6750e-02 5.1658e-07 9.2440e-02 2.2842e-02 1.8683e-01 9.4800e-02 9.3786e-01 8.2041e-02 9.8107e-01 8.2719e-02
+#&gt; 483: 1.0186e+02 -4.1205e+00 -2.3467e+00 -4.0628e+00 -1.0096e+00 -1.5168e-03 3.6783e-02 5.1708e-07 9.2590e-02 2.2804e-02 1.8674e-01 9.4804e-02 9.3790e-01 8.2042e-02 9.8116e-01 8.2719e-02
+#&gt; 484: 1.0186e+02 -4.1205e+00 -2.3466e+00 -4.0628e+00 -1.0097e+00 -1.5218e-03 3.6848e-02 5.1669e-07 9.2717e-02 2.2775e-02 1.8670e-01 9.4940e-02 9.3798e-01 8.2028e-02 9.8106e-01 8.2719e-02
+#&gt; 485: 1.0186e+02 -4.1205e+00 -2.3464e+00 -4.0628e+00 -1.0097e+00 -1.4177e-03 3.6867e-02 5.1615e-07 9.2806e-02 2.2765e-02 1.8669e-01 9.5018e-02 9.3816e-01 8.2020e-02 9.8090e-01 8.2721e-02
+#&gt; 486: 1.0186e+02 -4.1205e+00 -2.3462e+00 -4.0628e+00 -1.0098e+00 -1.5257e-03 3.6968e-02 5.1513e-07 9.3019e-02 2.2762e-02 1.8663e-01 9.5111e-02 9.3816e-01 8.2013e-02 9.8071e-01 8.2732e-02
+#&gt; 487: 1.0186e+02 -4.1205e+00 -2.3460e+00 -4.0628e+00 -1.0097e+00 -1.7055e-03 3.7021e-02 5.1446e-07 9.3161e-02 2.2732e-02 1.8652e-01 9.5373e-02 9.3832e-01 8.1997e-02 9.8078e-01 8.2737e-02
+#&gt; 488: 1.0186e+02 -4.1205e+00 -2.3459e+00 -4.0628e+00 -1.0097e+00 -1.8502e-03 3.7069e-02 5.1391e-07 9.3282e-02 2.2741e-02 1.8641e-01 9.5414e-02 9.3818e-01 8.2001e-02 9.8064e-01 8.2738e-02
+#&gt; 489: 1.0186e+02 -4.1205e+00 -2.3458e+00 -4.0628e+00 -1.0097e+00 -1.9091e-03 3.7017e-02 5.1291e-07 9.3286e-02 2.2738e-02 1.8639e-01 9.5453e-02 9.3808e-01 8.1991e-02 9.8047e-01 8.2728e-02
+#&gt; 490: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0628e+00 -1.0097e+00 -1.8766e-03 3.6969e-02 5.1220e-07 9.3297e-02 2.2728e-02 1.8635e-01 9.5468e-02 9.3793e-01 8.1988e-02 9.8034e-01 8.2726e-02
+#&gt; 491: 1.0186e+02 -4.1205e+00 -2.3457e+00 -4.0627e+00 -1.0097e+00 -1.7736e-03 3.6915e-02 5.1153e-07 9.3298e-02 2.2716e-02 1.8634e-01 9.5548e-02 9.3772e-01 8.2005e-02 9.8025e-01 8.2722e-02
+#&gt; 492: 1.0186e+02 -4.1205e+00 -2.3457e+00 -4.0627e+00 -1.0097e+00 -1.7747e-03 3.6877e-02 5.1077e-07 9.3336e-02 2.2697e-02 1.8635e-01 9.5593e-02 9.3778e-01 8.2001e-02 9.8013e-01 8.2725e-02
+#&gt; 493: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0628e+00 -1.0094e+00 -1.6324e-03 3.6857e-02 5.1020e-07 9.3348e-02 2.2668e-02 1.8636e-01 9.5735e-02 9.3764e-01 8.1984e-02 9.8019e-01 8.2723e-02
+#&gt; 494: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0629e+00 -1.0094e+00 -1.5393e-03 3.6842e-02 5.1022e-07 9.3359e-02 2.2649e-02 1.8637e-01 9.5812e-02 9.3739e-01 8.1982e-02 9.8033e-01 8.2708e-02
+#&gt; 495: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0629e+00 -1.0094e+00 -1.5166e-03 3.6841e-02 5.1004e-07 9.3321e-02 2.2642e-02 1.8640e-01 9.5849e-02 9.3716e-01 8.1979e-02 9.8016e-01 8.2700e-02
+#&gt; 496: 1.0186e+02 -4.1205e+00 -2.3456e+00 -4.0630e+00 -1.0095e+00 -1.4947e-03 3.6841e-02 5.0969e-07 9.3236e-02 2.2646e-02 1.8640e-01 9.5916e-02 9.3719e-01 8.1963e-02 9.8028e-01 8.2702e-02
+#&gt; 497: 1.0186e+02 -4.1205e+00 -2.3457e+00 -4.0629e+00 -1.0094e+00 -1.4507e-03 3.6827e-02 5.0937e-07 9.3185e-02 2.2663e-02 1.8638e-01 9.5991e-02 9.3707e-01 8.1954e-02 9.8047e-01 8.2718e-02
+#&gt; 498: 1.0186e+02 -4.1205e+00 -2.3459e+00 -4.0630e+00 -1.0094e+00 -1.2569e-03 3.6805e-02 5.0854e-07 9.3089e-02 2.2677e-02 1.8634e-01 9.5931e-02 9.3719e-01 8.1952e-02 9.8051e-01 8.2718e-02
+#&gt; 499: 1.0186e+02 -4.1205e+00 -2.3460e+00 -4.0630e+00 -1.0093e+00 -1.0466e-03 3.6769e-02 5.0789e-07 9.3029e-02 2.2690e-02 1.8631e-01 9.5862e-02 9.3729e-01 8.1956e-02 9.8046e-01 8.2731e-02
+#&gt; 500: 1.0186e+02 -4.1205e+00 -2.3464e+00 -4.0630e+00 -1.0093e+00 -7.3346e-04 3.6766e-02 5.0769e-07 9.3093e-02 2.2701e-02 1.8633e-01 9.5687e-02 9.3739e-01 8.1977e-02 9.8039e-01 8.2728e-02</div><div class='output co'>#&gt; <span class='message'>Calculating covariance matrix</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ creating full model...</span></div><div class='output co'>#&gt; <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>Needed Covariates:</span></div><div class='output co'>#&gt; [1] "CMT"</div><div class='output co'>#&gt; <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#&gt; <span class='message'>done</span></div><div class='input'><span class='co'># The following takes a very long time but gives</span>
<span class='va'>f_nlmixr_dfop_sfo_focei</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/pkg/nlmixr/man/nlmixr.html'>nlmixr</a></span><span class='op'>(</span><span class='va'>f_mmkin_dfop_sfo</span>, est <span class='op'>=</span> <span class='st'>"focei"</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#&gt; <span class='message'>→ creating full model...</span></div><div class='output co'>#&gt; <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ creating full model...</span></div><div class='output co'>#&gt; <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ calculate jacobian</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ compiling inner model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>Model:</span></div><div class='output co'>#&gt; <span class='message'>cmt(parent);</span>
-#&gt; <span class='message'>cmt(m1);</span>
-#&gt; <span class='message'>rx_expr_6~ETA[1]+THETA[1];</span>
-#&gt; <span class='message'>parent(0)=rx_expr_6;</span>
-#&gt; <span class='message'>rx_expr_7~ETA[4]+THETA[4];</span>
-#&gt; <span class='message'>rx_expr_8~ETA[6]+THETA[6];</span>
-#&gt; <span class='message'>rx_expr_9~ETA[5]+THETA[5];</span>
-#&gt; <span class='message'>rx_expr_12~exp(rx_expr_7);</span>
-#&gt; <span class='message'>rx_expr_13~exp(rx_expr_9);</span>
-#&gt; <span class='message'>rx_expr_15~t*rx_expr_12;</span>
-#&gt; <span class='message'>rx_expr_16~t*rx_expr_13;</span>
-#&gt; <span class='message'>rx_expr_19~exp(-(rx_expr_8));</span>
-#&gt; <span class='message'>rx_expr_21~1+rx_expr_19;</span>
-#&gt; <span class='message'>rx_expr_26~1/(rx_expr_21);</span>
-#&gt; <span class='message'>rx_expr_28~(rx_expr_26);</span>
-#&gt; <span class='message'>rx_expr_29~1-rx_expr_28;</span>
-#&gt; <span class='message'>d/dt(parent)=-parent*(exp(rx_expr_7-rx_expr_15)/(rx_expr_21)+exp(rx_expr_9-rx_expr_16)*(rx_expr_29))/(exp(-t*rx_expr_12)/(rx_expr_21)+exp(-t*rx_expr_13)*(rx_expr_29));</span>
-#&gt; <span class='message'>rx_expr_10~ETA[2]+THETA[2];</span>
-#&gt; <span class='message'>rx_expr_14~exp(rx_expr_10);</span>
-#&gt; <span class='message'>d/dt(m1)=-rx_expr_14*m1+parent*f_parent_to_m1*(exp(rx_expr_7-rx_expr_15)/(rx_expr_21)+exp(rx_expr_9-rx_expr_16)*(rx_expr_29))/(exp(-t*rx_expr_12)/(rx_expr_21)+exp(-t*rx_expr_13)*(rx_expr_29));</span>
-#&gt; <span class='message'>rx_expr_0~CMT==2;</span>
-#&gt; <span class='message'>rx_expr_1~CMT==1;</span>
-#&gt; <span class='message'>rx_expr_2~1-(rx_expr_0);</span>
-#&gt; <span class='message'>rx_yj_~2*(rx_expr_2)*(rx_expr_1)+2*(rx_expr_0);</span>
-#&gt; <span class='message'>rx_expr_3~(rx_expr_0);</span>
-#&gt; <span class='message'>rx_expr_5~(rx_expr_2);</span>
-#&gt; <span class='message'>rx_expr_20~rx_expr_5*(rx_expr_1);</span>
-#&gt; <span class='message'>rx_lambda_~rx_expr_20+rx_expr_3;</span>
-#&gt; <span class='message'>rx_hi_~rx_expr_20+rx_expr_3;</span>
-#&gt; <span class='message'>rx_low_~0;</span>
-#&gt; <span class='message'>rx_expr_4~m1*(rx_expr_0);</span>
-#&gt; <span class='message'>rx_expr_11~parent*(rx_expr_2);</span>
-#&gt; <span class='message'>rx_expr_24~rx_expr_11*(rx_expr_1);</span>
-#&gt; <span class='message'>rx_pred_=(rx_expr_4+rx_expr_24)*(rx_expr_0)+(rx_expr_4+rx_expr_24)*(rx_expr_2)*(rx_expr_1);</span>
-#&gt; <span class='message'>rx_expr_17~Rx_pow_di(THETA[8],2);</span>
-#&gt; <span class='message'>rx_expr_18~Rx_pow_di(THETA[7],2);</span>
-#&gt; <span class='message'>rx_r_=(Rx_pow_di(((rx_expr_4+rx_expr_24)*(rx_expr_0)+(rx_expr_4+rx_expr_24)*(rx_expr_2)*(rx_expr_1)),2)*rx_expr_17+rx_expr_18)*(rx_expr_0)+(Rx_pow_di(((rx_expr_4+rx_expr_24)*(rx_expr_1)),2)*rx_expr_17+rx_expr_18)*(rx_expr_2)*(rx_expr_1);</span>
-#&gt; <span class='message'>parent_0=THETA[1];</span>
-#&gt; <span class='message'>log_k_m1=THETA[2];</span>
-#&gt; <span class='message'>f_parent_qlogis=THETA[3];</span>
-#&gt; <span class='message'>log_k1=THETA[4];</span>
-#&gt; <span class='message'>log_k2=THETA[5];</span>
-#&gt; <span class='message'>g_qlogis=THETA[6];</span>
-#&gt; <span class='message'>sigma_low=THETA[7];</span>
-#&gt; <span class='message'>rsd_high=THETA[8];</span>
-#&gt; <span class='message'>eta.parent_0=ETA[1];</span>
-#&gt; <span class='message'>eta.log_k_m1=ETA[2];</span>
-#&gt; <span class='message'>eta.f_parent_qlogis=ETA[3];</span>
-#&gt; <span class='message'>eta.log_k1=ETA[4];</span>
-#&gt; <span class='message'>eta.log_k2=ETA[5];</span>
-#&gt; <span class='message'>eta.g_qlogis=ETA[6];</span>
-#&gt; <span class='message'>parent_0_model=rx_expr_6;</span>
-#&gt; <span class='message'>k_m1=rx_expr_14;</span>
-#&gt; <span class='message'>k1=rx_expr_12;</span>
-#&gt; <span class='message'>k2=rx_expr_13;</span>
-#&gt; <span class='message'>f_parent=1/(1+exp(-(ETA[3]+THETA[3])));</span>
-#&gt; <span class='message'>g=1/(rx_expr_21);</span>
-#&gt; <span class='message'>tad=tad();</span>
-#&gt; <span class='message'>dosenum=dosenum();</span></div><div class='output co'>#&gt; <span class='message'>Needed Covariates:</span></div><div class='output co'>#&gt; <span class='message'>[1] "f_parent_to_m1" "CMT" </span></div><div class='output co'>#&gt; <span class='error'>Error in (function (data, inits, PKpars, model = NULL, pred = NULL, err = NULL, lower = -Inf, upper = Inf, fixed = NULL, skipCov = NULL, control = foceiControl(), thetaNames = NULL, etaNames = NULL, etaMat = NULL, ..., env = NULL, keep = NULL, drop = NULL) { set.seed(control$seed) .pt &lt;- proc.time() RxODE::.setWarnIdSort(FALSE) on.exit(RxODE::.setWarnIdSort(TRUE)) loadNamespace("n1qn1") if (!RxODE::rxIs(control, "foceiControl")) { control &lt;- do.call(foceiControl, control) } if (is.null(env)) { .ret &lt;- new.env(parent = emptyenv()) } else { .ret &lt;- env } .ret$origData &lt;- data .ret$etaNames &lt;- etaNames .ret$thetaFixed &lt;- fixed .ret$control &lt;- control .ret$control$focei.mu.ref &lt;- integer(0) if (is(model, "RxODE") || is(model, "character")) { .ret$ODEmodel &lt;- TRUE if (class(pred) != "function") { stop("pred must be a function specifying the prediction variables in this model.") } } else { .ret$ODEmodel &lt;- TRUE model &lt;- RxODE::rxGetLin(PKpars) pred &lt;- eval(parse(text = "function(){return(Central);}")) } .square &lt;- function(x) x * x .ret$diagXformInv &lt;- c(sqrt = ".square", log = "exp", identity = "identity")[control$diagXform] if (is.null(err)) { err &lt;- eval(parse(text = paste0("function(){err", paste(inits$ERROR[[1]], collapse = ""), "}"))) } .covNames &lt;- .parNames &lt;- c() .ret$adjLik &lt;- control$adjLik .mixed &lt;- !is.null(inits$OMGA) &amp;&amp; length(inits$OMGA) &gt; 0 if (!exists("noLik", envir = .ret)) { .atol &lt;- rep(control$atol, length(RxODE::rxModelVars(model)$state)) .rtol &lt;- rep(control$rtol, length(RxODE::rxModelVars(model)$state)) .ssAtol &lt;- rep(control$ssAtol, length(RxODE::rxModelVars(model)$state)) .ssRtol &lt;- rep(control$ssRtol, length(RxODE::rxModelVars(model)$state)) .ret$model &lt;- RxODE::rxSymPySetupPred(model, pred, PKpars, err, grad = (control$derivMethod == 2L), pred.minus.dv = TRUE, sum.prod = control$sumProd, theta.derivs = FALSE, optExpression = control$optExpression, interaction = (control$interaction == 1L), only.numeric = !.mixed, run.internal = TRUE, addProp = control$addProp) if (!is.null(.ret$model$inner)) { .atol &lt;- c(.atol, rep(control$atolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.atol))) .rtol &lt;- c(.rtol, rep(control$rtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.rtol))) .ret$control$rxControl$atol &lt;- .atol .ret$control$rxControl$rtol &lt;- .rtol .ssAtol &lt;- c(.ssAtol, rep(control$ssAtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.ssAtol))) .ssRtol &lt;- c(.ssRtol, rep(control$ssRtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.ssRtol))) .ret$control$rxControl$ssAtol &lt;- .ssAtol .ret$control$rxControl$ssRtol &lt;- .ssRtol } .covNames &lt;- .parNames &lt;- RxODE::rxParams(.ret$model$pred.only) .covNames &lt;- .covNames[regexpr(rex::rex(start, or("THETA", "ETA"), "[", numbers, "]", end), .covNames) == -1] colnames(data) &lt;- sapply(names(data), function(x) { if (any(x == .covNames)) { return(x) } else { return(toupper(x)) } }) .lhs &lt;- c(names(RxODE::rxInits(.ret$model$pred.only)), RxODE::rxLhs(.ret$model$pred.only)) if (length(.lhs) &gt; 0) { .covNames &lt;- .covNames[regexpr(rex::rex(start, or(.lhs), end), .covNames) == -1] } if (length(.covNames) &gt; 0) { if (!all(.covNames %in% names(data))) { message("Model:") RxODE::rxCat(.ret$model$pred.only) message("Needed Covariates:") nlmixrPrint(.covNames) stop("Not all the covariates are in the dataset.") } message("Needed Covariates:") print(.covNames) } .extraPars &lt;- .ret$model$extra.pars } else { if (.ret$noLik) { .atol &lt;- rep(control$atol, length(RxODE::rxModelVars(model)$state)) .rtol &lt;- rep(control$rtol, length(RxODE::rxModelVars(model)$state)) .ret$model &lt;- RxODE::rxSymPySetupPred(model, pred, PKpars, err, grad = FALSE, pred.minus.dv = TRUE, sum.prod = control$sumProd, theta.derivs = FALSE, optExpression = control$optExpression, run.internal = TRUE, only.numeric = TRUE, addProp = control$addProp) if (!is.null(.ret$model$inner)) { .atol &lt;- c(.atol, rep(control$atolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.atol))) .rtol &lt;- c(.rtol, rep(control$rtolSens, length(RxODE::rxModelVars(.ret$model$inner)$state) - length(.rtol))) .ret$control$rxControl$atol &lt;- .atol .ret$control$rxControl$rtol &lt;- .rtol } .covNames &lt;- .parNames &lt;- RxODE::rxParams(.ret$model$pred.only) .covNames &lt;- .covNames[regexpr(rex::rex(start, or("THETA", "ETA"), "[", numbers, "]", end), .covNames) == -1] colnames(data) &lt;- sapply(names(data), function(x) { if (any(x == .covNames)) { return(x) } else { return(toupper(x)) } }) .lhs &lt;- c(names(RxODE::rxInits(.ret$model$pred.only)), RxODE::rxLhs(.ret$model$pred.only)) if (length(.lhs) &gt; 0) { .covNames &lt;- .covNames[regexpr(rex::rex(start, or(.lhs), end), .covNames) == -1] } if (length(.covNames) &gt; 0) { if (!all(.covNames %in% names(data))) { message("Model:") RxODE::rxCat(.ret$model$pred.only) message("Needed Covariates:") nlmixrPrint(.covNames) stop("Not all the covariates are in the dataset.") } message("Needed Covariates:") print(.covNames) } .extraPars &lt;- .ret$model$extra.pars } else { .extraPars &lt;- NULL } } .ret$skipCov &lt;- skipCov if (is.null(skipCov)) { if (is.null(fixed)) { .tmp &lt;- rep(FALSE, length(inits$THTA)) } else { if (length(fixed) &lt; length(inits$THTA)) { .tmp &lt;- c(fixed, rep(FALSE, length(inits$THTA) - length(fixed))) } else { .tmp &lt;- fixed[1:length(inits$THTA)] } } if (exists("uif", envir = .ret)) { .uifErr &lt;- .ret$uif$ini$err[!is.na(.ret$uif$ini$ntheta)] .uifErr &lt;- sapply(.uifErr, function(x) { if (is.na(x)) { return(FALSE) } return(!any(x == c("pow2", "tbs", "tbsYj"))) }) .tmp &lt;- (.tmp | .uifErr) } .ret$skipCov &lt;- c(.tmp, rep(TRUE, length(.extraPars))) .ret$control$focei.mu.ref &lt;- .ret$uif$focei.mu.ref } if (is.null(.extraPars)) { .nms &lt;- c(sprintf("THETA[%s]", seq_along(inits$THTA))) } else { .nms &lt;- c(sprintf("THETA[%s]", seq_along(inits$THTA)), sprintf("ERR[%s]", seq_along(.extraPars))) } if (!is.null(thetaNames) &amp;&amp; (length(inits$THTA) + length(.extraPars)) == length(thetaNames)) { .nms &lt;- thetaNames } .ret$thetaNames &lt;- .nms .thetaReset$thetaNames &lt;- .nms if (length(lower) == 1) { lower &lt;- rep(lower, length(inits$THTA)) } else if (length(lower) != length(inits$THTA)) { print(inits$THTA) print(lower) stop("Lower must be a single constant for all the THETA lower bounds, or match the dimension of THETA.") } if (length(upper) == 1) { upper &lt;- rep(upper, length(inits$THTA)) } else if (length(lower) != length(inits$THTA)) { stop("Upper must be a single constant for all the THETA lower bounds, or match the dimension of THETA.") } if (!is.null(.extraPars)) { .ret$model$extra.pars &lt;- eval(call(control$diagXform, .ret$model$extra.pars)) if (length(.ret$model$extra.pars) &gt; 0) { inits$THTA &lt;- c(inits$THTA, .ret$model$extra.pars) .lowerErr &lt;- rep(control$atol[1] * 10, length(.ret$model$extra.pars)) .upperErr &lt;- rep(Inf, length(.ret$model$extra.pars)) lower &lt;- c(lower, .lowerErr) upper &lt;- c(upper, .upperErr) } } if (is.null(data$ID)) stop("\"ID\" not found in data") if (is.null(data$DV)) stop("\"DV\" not found in data") if (is.null(data$EVID)) data$EVID &lt;- 0 if (is.null(data$AMT)) data$AMT &lt;- 0 for (.v in c("TIME", "AMT", "DV", .covNames)) { data[[.v]] &lt;- as.double(data[[.v]]) } .ret$dataSav &lt;- data .ds &lt;- data[data$EVID != 0 &amp; data$EVID != 2, c("ID", "TIME", "AMT", "EVID", .covNames)] .w &lt;- which(tolower(names(data)) == "limit") .limitName &lt;- NULL if (length(.w) == 1L) { .limitName &lt;- names(data)[.w] } .censName &lt;- NULL .w &lt;- which(tolower(names(data)) == "cens") if (length(.w) == 1L) { .censName &lt;- names(data[.w]) } data &lt;- data[data$EVID == 0 | data$EVID == 2, c("ID", "TIME", "DV", "EVID", .covNames, .limitName, .censName)] .w &lt;- which(!(names(.ret$dataSav) %in% c(.covNames, keep))) names(.ret$dataSav)[.w] &lt;- tolower(names(.ret$dataSav[.w])) if (.mixed) { .lh &lt;- .parseOM(inits$OMGA) .nlh &lt;- sapply(.lh, length) .osplt &lt;- rep(1:length(.lh), .nlh) .lini &lt;- list(inits$THTA, unlist(.lh)) .nlini &lt;- sapply(.lini, length) .nsplt &lt;- rep(1:length(.lini), .nlini) .om0 &lt;- .genOM(.lh) if (length(etaNames) == dim(.om0)[1]) { .ret$etaNames &lt;- .ret$etaNames } else { .ret$etaNames &lt;- sprintf("ETA[%d]", seq(1, dim(.om0)[1])) } .ret$rxInv &lt;- RxODE::rxSymInvCholCreate(mat = .om0, diag.xform = control$diagXform) .ret$xType &lt;- .ret$rxInv$xType .om0a &lt;- .om0 .om0a &lt;- .om0a/control$diagOmegaBoundLower .om0b &lt;- .om0 .om0b &lt;- .om0b * control$diagOmegaBoundUpper .om0a &lt;- RxODE::rxSymInvCholCreate(mat = .om0a, diag.xform = control$diagXform) .om0b &lt;- RxODE::rxSymInvCholCreate(mat = .om0b, diag.xform = control$diagXform) .omdf &lt;- data.frame(a = .om0a$theta, m = .ret$rxInv$theta, b = .om0b$theta, diag = .om0a$theta.diag) .omdf$lower &lt;- with(.omdf, ifelse(a &gt; b, b, a)) .omdf$lower &lt;- with(.omdf, ifelse(lower == m, -Inf, lower)) .omdf$lower &lt;- with(.omdf, ifelse(!diag, -Inf, lower)) .omdf$upper &lt;- with(.omdf, ifelse(a &lt; b, b, a)) .omdf$upper &lt;- with(.omdf, ifelse(upper == m, Inf, upper)) .omdf$upper &lt;- with(.omdf, ifelse(!diag, Inf, upper)) .ret$control$nomega &lt;- length(.omdf$lower) .ret$control$neta &lt;- sum(.omdf$diag) .ret$control$ntheta &lt;- length(lower) .ret$control$nfixed &lt;- sum(fixed) lower &lt;- c(lower, .omdf$lower) upper &lt;- c(upper, .omdf$upper) } else { .ret$control$nomega &lt;- 0 .ret$control$neta &lt;- 0 .ret$xType &lt;- -1 .ret$control$ntheta &lt;- length(lower) .ret$control$nfixed &lt;- sum(fixed) } .ret$lower &lt;- lower .ret$upper &lt;- upper .ret$thetaIni &lt;- inits$THTA .scaleC &lt;- double(length(lower)) if (is.null(control$scaleC)) { .scaleC &lt;- rep(NA_real_, length(lower)) } else { .scaleC &lt;- as.double(control$scaleC) if (length(lower) &gt; length(.scaleC)) { .scaleC &lt;- c(.scaleC, rep(NA_real_, length(lower) - length(.scaleC))) } else if (length(lower) &lt; length(.scaleC)) { .scaleC &lt;- .scaleC[seq(1, length(lower))] warning("scaleC control option has more options than estimated population parameters, please check.") } } .ret$scaleC &lt;- .scaleC if (exists("uif", envir = .ret)) { .ini &lt;- as.data.frame(.ret$uif$ini)[!is.na(.ret$uif$ini$err), c("est", "err", "ntheta")] for (.i in seq_along(.ini$err)) { if (is.na(.ret$scaleC[.ini$ntheta[.i]])) { if (any(.ini$err[.i] == c("boxCox", "yeoJohnson", "pow2", "tbs", "tbsYj"))) { .ret$scaleC[.ini$ntheta[.i]] &lt;- 1 } else if (any(.ini$err[.i] == c("prop", "add", "norm", "dnorm", "logn", "dlogn", "lnorm", "dlnorm"))) { .ret$scaleC[.ini$ntheta[.i]] &lt;- 0.5 * abs(.ini$est[.i]) } } } for (.i in .ini$model$extraProps$powTheta) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] &lt;- 1 } .ini &lt;- as.data.frame(.ret$uif$ini) for (.i in .ini$model$extraProps$factorial) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] &lt;- abs(1/digamma(.ini$est[.i] + 1)) } for (.i in .ini$model$extraProps$gamma) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] &lt;- abs(1/digamma(.ini$est[.i])) } for (.i in .ini$model$extraProps$log) { if (is.na(.ret$scaleC[.i])) .ret$scaleC[.i] &lt;- log(abs(.ini$est[.i])) * abs(.ini$est[.i]) } for (.i in .ret$logitThetas) { .b &lt;- .ret$logitThetasLow[.i] .c &lt;- .ret$logitThetasHi[.i] .a &lt;- .ini$est[.i] if (is.na(.ret$scaleC[.i])) { .ret$scaleC[.i] &lt;- 1 * (-.b + .c) * exp(-.a)/((1 + exp(-.a))^2 * (.b + 1 * (-.b + .c)/(1 + exp(-.a)))) } } } names(.ret$thetaIni) &lt;- sprintf("THETA[%d]", seq_along(.ret$thetaIni)) if (is.null(etaMat) &amp; !is.null(control$etaMat)) { .ret$etaMat &lt;- control$etaMat } else { .ret$etaMat &lt;- etaMat } .ret$setupTime &lt;- (proc.time() - .pt)["elapsed"] if (exists("uif", envir = .ret)) { .tmp &lt;- .ret$uif$logThetasList .ret$logThetas &lt;- .tmp[[1]] .ret$logThetasF &lt;- .tmp[[2]] .tmp &lt;- .ret$uif$logitThetasList .ret$logitThetas &lt;- .tmp[[1]] .ret$logitThetasF &lt;- .tmp[[2]] .tmp &lt;- .ret$uif$logitThetasListLow .ret$logitThetasLow &lt;- .tmp[[1]] .ret$logitThetasLowF &lt;- .tmp[[2]] .tmp &lt;- .ret$uif$logitThetasListHi .ret$logitThetasHi &lt;- .tmp[[1]] .ret$logitThetasHiF &lt;- .tmp[[2]] .tmp &lt;- .ret$uif$probitThetasList .ret$probitThetas &lt;- .tmp[[1]] .ret$probitThetasF &lt;- .tmp[[2]] .tmp &lt;- .ret$uif$probitThetasListLow .ret$probitThetasLow &lt;- .tmp[[1]] .ret$probitThetasLowF &lt;- .tmp[[2]] .tmp &lt;- .ret$uif$probitThetasListHi .ret$probitThetasHi &lt;- .tmp[[1]] .ret$probitThetasHiF &lt;- .tmp[[2]] } else { .ret$logThetasF &lt;- integer(0) .ret$logitThetasF &lt;- integer(0) .ret$logitThetasHiF &lt;- numeric(0) .ret$logitThetasLowF &lt;- numeric(0) .ret$logitThetas &lt;- integer(0) .ret$logitThetasHi &lt;- numeric(0) .ret$logitThetasLow &lt;- numeric(0) .ret$probitThetasF &lt;- integer(0) .ret$probitThetasHiF &lt;- numeric(0) .ret$probitThetasLowF &lt;- numeric(0) .ret$probitThetas &lt;- integer(0) .ret$probitThetasHi &lt;- numeric(0) .ret$probitThetasLow &lt;- numeric(0) } if (exists("noLik", envir = .ret)) { if (!.ret$noLik) { .ret$.params &lt;- c(sprintf("THETA[%d]", seq_along(.ret$thetaIni)), sprintf("ETA[%d]", seq(1, dim(.om0)[1]))) .ret$.thetan &lt;- length(.ret$thetaIni) .ret$nobs &lt;- sum(data$EVID == 0) } } .ret$control$printTop &lt;- TRUE .ret$control$nF &lt;- 0 .est0 &lt;- .ret$thetaIni if (!is.null(.ret$model$pred.nolhs)) { .ret$control$predNeq &lt;- length(.ret$model$pred.nolhs$state) } else { .ret$control$predNeq &lt;- 0L } .fitFun &lt;- function(.ret) { this.env &lt;- environment() assign("err", "theta reset", this.env) while (this.env$err == "theta reset") { assign("err", "", this.env) .ret0 &lt;- tryCatch({ foceiFitCpp_(.ret) }, error = function(e) { if (regexpr("theta reset", e$message) != -1) { assign("zeroOuter", FALSE, this.env) assign("zeroGrad", FALSE, this.env) if (regexpr("theta reset0", e$message) != -1) { assign("zeroGrad", TRUE, this.env) } else if (regexpr("theta resetZ", e$message) != -1) { assign("zeroOuter", TRUE, this.env) } assign("err", "theta reset", this.env) } else { assign("err", e$message, this.env) } }) if (this.env$err == "theta reset") { .nm &lt;- names(.ret$thetaIni) .ret$thetaIni &lt;- setNames(.thetaReset$thetaIni + 0, .nm) .ret$rxInv$theta &lt;- .thetaReset$omegaTheta .ret$control$printTop &lt;- FALSE .ret$etaMat &lt;- .thetaReset$etaMat .ret$control$etaMat &lt;- .thetaReset$etaMat .ret$control$maxInnerIterations &lt;- .thetaReset$maxInnerIterations .ret$control$nF &lt;- .thetaReset$nF .ret$control$gillRetC &lt;- .thetaReset$gillRetC .ret$control$gillRet &lt;- .thetaReset$gillRet .ret$control$gillRet &lt;- .thetaReset$gillRet .ret$control$gillDf &lt;- .thetaReset$gillDf .ret$control$gillDf2 &lt;- .thetaReset$gillDf2 .ret$control$gillErr &lt;- .thetaReset$gillErr .ret$control$rEps &lt;- .thetaReset$rEps .ret$control$aEps &lt;- .thetaReset$aEps .ret$control$rEpsC &lt;- .thetaReset$rEpsC .ret$control$aEpsC &lt;- .thetaReset$aEpsC .ret$control$c1 &lt;- .thetaReset$c1 .ret$control$c2 &lt;- .thetaReset$c2 if (this.env$zeroOuter) { message("Posthoc reset") .ret$control$maxOuterIterations &lt;- 0L } else if (this.env$zeroGrad) { message("Theta reset (zero gradient values); Switch to bobyqa") RxODE::rxReq("minqa") .ret$control$outerOptFun &lt;- .bobyqa .ret$control$outerOpt &lt;- -1L } else { message("Theta reset (ETA drift)") } } } if (this.env$err != "") { stop(this.env$err) } else { return(.ret0) } } .ret0 &lt;- try(.fitFun(.ret)) .n &lt;- 1 while (inherits(.ret0, "try-error") &amp;&amp; control$maxOuterIterations != 0 &amp;&amp; .n &lt;= control$nRetries) { message(sprintf("Restart %s", .n)) .ret$control$nF &lt;- 0 .estNew &lt;- .est0 + 0.2 * .n * abs(.est0) * stats::runif(length(.est0)) - 0.1 * .n .estNew &lt;- sapply(seq_along(.est0), function(.i) { if (.ret$thetaFixed[.i]) { return(.est0[.i]) } else if (.estNew[.i] &lt; lower[.i]) { return(lower + (.Machine$double.eps)^(1/7)) } else if (.estNew[.i] &gt; upper[.i]) { return(upper - (.Machine$double.eps)^(1/7)) } else { return(.estNew[.i]) } }) .ret$thetaIni &lt;- .estNew .ret0 &lt;- try(.fitFun(.ret)) .n &lt;- .n + 1 } if (inherits(.ret0, "try-error")) stop("Could not fit data.") .ret &lt;- .ret0 if (exists("parHistData", .ret)) { .tmp &lt;- .ret$parHistData .tmp &lt;- .tmp[.tmp$type == "Unscaled", names(.tmp) != "type"] .iter &lt;- .tmp$iter .tmp &lt;- .tmp[, names(.tmp) != "iter"] .ret$parHistStacked &lt;- data.frame(stack(.tmp), iter = .iter) names(.ret$parHistStacked) &lt;- c("val", "par", "iter") .ret$parHist &lt;- data.frame(iter = .iter, .tmp) } if (.mixed) { .etas &lt;- .ret$ranef .thetas &lt;- .ret$fixef .pars &lt;- .Call(`_nlmixr_nlmixrParameters`, .thetas, .etas) .ret$shrink &lt;- .Call(`_nlmixr_calcShrinkOnly`, .ret$omega, .pars$eta.lst, length(.etas$ID)) .updateParFixed(.ret) } else { .updateParFixed(.ret) } if (!exists("table", .ret)) { .ret$table &lt;- tableControl() } if (control$calcTables) { .ret &lt;- addTable(.ret, updateObject = "no", keep = keep, drop = drop, table = .ret$table) } .ret})(data = dat, inits = .FoceiInits, PKpars = .pars, model = .mod, pred = function() { return(nlmixr_pred) }, err = uif$error, lower = uif$focei.lower, upper = uif$focei.upper, fixed = uif$focei.fixed, thetaNames = uif$focei.names, etaNames = uif$eta.names, control = control, env = env, keep = .keep, drop = .drop): Not all the covariates are in the dataset.</span></div><div class='output co'>#&gt; <span class='message'>Timing stopped at: 18.28 0.455 18.73</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span><span class='va'>f_nlmixr_dfop_sfo_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_dfop_sfo_focei</span><span class='op'>$</span><span class='va'>nm</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; <span class='error'>Error in AIC(f_nlmixr_dfop_sfo_saem$nm, f_nlmixr_dfop_sfo_focei$nm): object 'f_nlmixr_dfop_sfo_saem' not found</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>f_nlmixr_dfop_sfo_sfo</span>, data <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span>
+</div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> parameter labels from comments are typically ignored in non-interactive mode</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BBBB;'>ℹ</span> Need to run with the source intact to parse comments</span></div><div class='output co'>#&gt; <span class='message'>→ creating full model...</span></div><div class='output co'>#&gt; <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ creating full model...</span></div><div class='output co'>#&gt; <span class='message'>→ pruning branches (<span style='color: #262626; background-color: #DADADA;'>`if`</span>/<span style='color: #262626; background-color: #DADADA;'>`else`</span>)...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ loading into <span style='color: #0000BB;'>symengine</span> environment...</span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ calculate jacobian</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ calculate sensitivities</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ calculate ∂(f)/∂(η)</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ calculate ∂(R²)/∂(η)</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ finding duplicate expressions in inner model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ optimizing duplicate expressions in inner model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ finding duplicate expressions in EBE model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ optimizing duplicate expressions in EBE model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ compiling inner model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ finding duplicate expressions in FD model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ optimizing duplicate expressions in FD model...</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; <span class='message'>→ compiling EBE model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>→ compiling events FD model...</span></div><div class='output co'>#&gt; <span class='message'> </span></div><div class='output co'>#&gt; <span class='message'><span style='color: #00BB00;'>✔</span> done</span></div><div class='output co'>#&gt; <span class='message'>Needed Covariates:</span></div><div class='output co'>#&gt; [1] "CMT"
+#&gt; <span style='font-weight: bold;'>Key:</span> U: Unscaled Parameters; X: Back-transformed parameters; G: Gill difference gradient approximation
+#&gt; F: Forward difference gradient approximation
+#&gt; C: Central difference gradient approximation
+#&gt; M: Mixed forward and central difference gradient approximation
+#&gt; Unscaled parameters for Omegas=chol(solve(omega));
+#&gt; Diagonals are transformed, as specified by foceiControl(diagXform=)
+#&gt; |-----+---------------+-----------+-----------+-----------+-----------|
+#&gt; | #| Objective Fun | parent_0 | log_k_m1 |f_parent_qlogis | log_k1 |
+#&gt; |.....................| log_k2 | g_qlogis | sigma_low | rsd_high |
+#&gt; |.....................| o1 | o2 | o3 | o4 |
+#&gt; <span style='text-decoration: underline;'>|.....................| o5 | o6 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 1</span>| 496.98032 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 496.98032 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 496.98032</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | G| Gill Diff. | 57.10 | -0.1453 | -0.1275 | 0.2854 |
+#&gt; |.....................| -0.6156 | 0.007043 | -23.49 | -32.87 |
+#&gt; |.....................| 3.669 | -17.46 | -13.05 | -13.08 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -16.16 | -9.766 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 2</span>| 3094.8373 | 0.2572 | -0.9978 | -0.9392 | -0.9714 |
+#&gt; |.....................| -0.9920 | -0.9233 | -0.6037 | -0.4942 |
+#&gt; |.....................| -0.9579 | -0.6658 | -0.7293 | -0.7310 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.6848 | -0.7742 |...........|...........|</span>
+#&gt; | U| 3094.8373 | 26.15 | -4.052 | -0.9415 | -2.363 |
+#&gt; |.....................| -4.062 | -0.01133 | 0.8386 | 0.08074 |
+#&gt; |.....................| 0.6445 | 1.946 | 1.477 | 1.348 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.794 | 1.297 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 3094.8373</span> | 26.15 | 0.01739 | 0.2806 | 0.09412 |
+#&gt; |.....................| 0.01721 | 0.4972 | 0.8386 | 0.08074 |
+#&gt; |.....................| 0.6445 | 1.946 | 1.477 | 1.348 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.794 | 1.297 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 3</span>| 557.60681 | 0.9257 | -0.9995 | -0.9407 | -0.9680 |
+#&gt; |.....................| -0.9992 | -0.9232 | -0.8787 | -0.8790 |
+#&gt; |.....................| -0.9150 | -0.8703 | -0.8821 | -0.8842 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8739 | -0.8885 |...........|...........|</span>
+#&gt; | U| 557.60681 | 94.11 | -4.053 | -0.9430 | -2.360 |
+#&gt; |.....................| -4.069 | -0.01133 | 0.7386 | 0.06794 |
+#&gt; |.....................| 0.6735 | 1.622 | 1.284 | 1.172 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.513 | 1.165 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 557.60681</span> | 94.11 | 0.01736 | 0.2803 | 0.09444 |
+#&gt; |.....................| 0.01709 | 0.4972 | 0.7386 | 0.06794 |
+#&gt; |.....................| 0.6735 | 1.622 | 1.284 | 1.172 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.513 | 1.165 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 4</span>| 543.47785 | 0.9926 | -0.9997 | -0.9408 | -0.9677 |
+#&gt; |.....................| -0.9999 | -0.9232 | -0.9062 | -0.9175 |
+#&gt; |.....................| -0.9107 | -0.8907 | -0.8974 | -0.8995 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8929 | -0.9000 |...........|...........|</span>
+#&gt; | U| 543.47785 | 100.9 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7286 | 0.06666 |
+#&gt; |.....................| 0.6764 | 1.589 | 1.264 | 1.154 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.485 | 1.152 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 543.47785</span> | 100.9 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7286 | 0.06666 |
+#&gt; |.....................| 0.6764 | 1.589 | 1.264 | 1.154 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.485 | 1.152 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 5</span>| 544.09017 | 0.9993 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9089 | -0.9213 |
+#&gt; |.....................| -0.9103 | -0.8928 | -0.8990 | -0.9010 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8948 | -0.9011 |...........|...........|</span>
+#&gt; | U| 544.09017 | 101.6 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7276 | 0.06654 |
+#&gt; |.....................| 0.6767 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.09017</span> | 101.6 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7276 | 0.06654 |
+#&gt; |.....................| 0.6767 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 6</span>| 544.17109 | 0.9999 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8949 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.17109 | 101.6 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.17109</span> | 101.6 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 7</span>| 544.17937 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.17937 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.17937</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 8</span>| 544.18025 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18025 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18025</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 9</span>| 544.18033 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18033 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18033</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 10</span>| 544.18034 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18034 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18034</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 11</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 12</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 13</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 14</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 15</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 16</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; |<span style='font-weight: bold;'> 17</span>| 544.18036 | 1.000 | -0.9997 | -0.9408 | -0.9676 |
+#&gt; |.....................| -1.000 | -0.9232 | -0.9092 | -0.9217 |
+#&gt; |.....................| -0.9102 | -0.8930 | -0.8991 | -0.9012 |
+#&gt; <span style='text-decoration: underline;'>|.....................| -0.8950 | -0.9012 |...........|...........|</span>
+#&gt; | U| 544.18036 | 101.7 | -4.054 | -0.9431 | -2.359 |
+#&gt; |.....................| -4.070 | -0.01132 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; | X|<span style='font-weight: bold;'> 544.18036</span> | 101.7 | 0.01736 | 0.2803 | 0.09447 |
+#&gt; |.....................| 0.01708 | 0.4972 | 0.7275 | 0.06652 |
+#&gt; |.....................| 0.6768 | 1.586 | 1.262 | 1.152 |
+#&gt; <span style='text-decoration: underline;'>|.....................| 1.482 | 1.151 |...........|...........|</span>
+#&gt; calculating covariance matrix
+#&gt; done</div><div class='output co'>#&gt; <span class='message'>Calculating residuals/tables</span></div><div class='output co'>#&gt; <span class='message'>done</span></div><div class='output co'>#&gt; <span class='warning'>Warning: initial ETAs were nudged; (can control by foceiControl(etaNudge=., etaNudge2=))</span></div><div class='output co'>#&gt; <span class='warning'>Warning: last objective function was not at minimum, possible problems in optimization</span></div><div class='output co'>#&gt; <span class='warning'>Warning: using R matrix to calculate covariance, can check sandwich or S matrix with $covRS and $covS</span></div><div class='output co'>#&gt; <span class='warning'>Warning: gradient problems with initial estimate and covariance; see $scaleInfo</span></div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/AIC.html'>AIC</a></span><span class='op'>(</span><span class='va'>f_nlmixr_dfop_sfo_saem</span><span class='op'>$</span><span class='va'>nm</span>, <span class='va'>f_nlmixr_dfop_sfo_focei</span><span class='op'>$</span><span class='va'>nm</span><span class='op'>)</span>
+</div><div class='output co'>#&gt; <span class='message'>Calculating -2LL by Gaussian quadrature (nnodes=3,nsd=1.6)</span></div><div class='output co'>#&gt; </div><div class='output co'>#&gt; df AIC
+#&gt; f_nlmixr_dfop_sfo_saem$nm 16 Inf
+#&gt; f_nlmixr_dfop_sfo_focei$nm 14 886.4573</div><div class='input'><span class='fu'><a href='https://rdrr.io/pkg/saemix/man/summary-methods.html'>summary</a></span><span class='op'>(</span><span class='va'>f_nlmixr_dfop_sfo_sfo</span>, data <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span>
</div><div class='output co'>#&gt; <span class='error'>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</span></div><div class='input'><span class='co'># }</span>
</div></pre>

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