R version 3.6.3 (2020-02-29) -- "Holding the Windsock" Copyright (C) 2020 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 (64-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ############################################################################ > # MLwiN MCMC Manual > # > # 25 Hierarchical Centring . . . . . . . . . . . . . . . . . . . . . . .401 > # > # Browne, W.J. (2009) MCMC Estimation in MLwiN, v2.13. Centre for > # Multilevel Modelling, University of Bristol. > ############################################################################ > # R script to replicate all analyses using R2MLwiN > # > # Zhang, Z., Charlton, C., Parker, R, Leckie, G., and Browne, W.J. > # Centre for Multilevel Modelling, 2012 > # http://www.bristol.ac.uk/cmm/software/R2MLwiN/ > ############################################################################ > > # 25.1 What is hierarchical centering? . . . . . . . . . . . . . . . . . 401 > > # 25.2 Centring Normal models using WinBUGS . . . . . . . . . . . . . . .403 > > library(R2MLwiN) R2MLwiN: A package to run models implemented in MLwiN from R Copyright 2013-2017 Zhengzheng Zhang, Christopher M. J. Charlton, Richard M. A. Parker, William J. Browne and George Leckie Support provided by the Economic and Social Research Council (ESRC) (Grants RES-149-25-1084, RES-576-25-0032 and ES/K007246/1) To cite R2MLwiN in publications use: Zhengzheng Zhang, Richard M. A. Parker, Christopher M. J. Charlton, George Leckie, William J. Browne (2016). R2MLwiN: A Package to Run MLwiN from within R. Journal of Statistical Software, 72(10), 1-43. doi:10.18637/jss.v072.i10 A BibTeX entry for LaTeX users is @Article{, title = {{R2MLwiN}: A Package to Run {MLwiN} from within {R}}, author = {Zhengzheng Zhang and Richard M. A. Parker and Christopher M. J. Charlton and George Leckie and William J. Browne}, journal = {Journal of Statistical Software}, year = {2016}, volume = {72}, number = {10}, pages = {1--43}, doi = {10.18637/jss.v072.i10}, } The MLwiN_path option is currently set to C:/Program Files/MLwiN v3.05/ To change this use: options(MLwiN_path="") > # MLwiN folder > mlwin <- getOption("MLwiN_path") > while (!file.access(mlwin, mode = 1) == 0) { + cat("Please specify the root MLwiN folder or the full path to the MLwiN executable:\n") + mlwin <- scan(what = character(0), sep = "\n") + mlwin <- gsub("\\", "/", mlwin, fixed = TRUE) + } > options(MLwiN_path = mlwin) > > # User's input if necessary > > ## Read tutorial data > data(tutorial, package = "R2MLwiN") > > ## Hierarchical centring at level 2 (DO NOT USE VERSION 2.25; the bug has been fixed for VERSION 2.26) > > mymodel <- runMLwiN(normexam ~ 1 + standlrt + (1 | school) + (1 | student), estoptions = list(EstM = 1, mcmcOptions = list(hcen = 2), + show.file = TRUE), BUGO = c(version = 4, n.chains = 1, debug = FALSE, seed = 1, OpenBugs = TRUE), + data = tutorial) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 Convergence achieved ECHO 0 Execution completed Loading required namespace: BRugs Welcome to BRugs connected to OpenBUGS version 3.2.3 model is syntactically correct data loaded model compiled Initializing chain 1: model is initialized model is already initialized Sampling has been started ... 500 updates took 0 s deviance set monitor set for variable 'beta' monitor set for variable 'sigma2' monitor set for variable 'u2' monitor set for variable 'sigma2.u2' monitor set for variable 'deviance' 5000 updates took 7 s > > summary(mymodel) Iterations = 501:5500 Thinning interval = 1 Number of chains = 1 Sample size per chain = 5000 1. Empirical mean and standard deviation for each variable, plus standard error of the mean: Mean SD Naive SE Time-series SE beta[1] 2.409e-03 0.04012 0.0005674 0.0005882 beta[2] 5.632e-01 0.01229 0.0001738 0.0001830 deviance 9.209e+03 12.11534 0.1713367 0.1813420 sigma2 5.662e-01 0.01283 0.0001815 0.0001562 sigma2.u2 9.691e-02 0.01955 0.0002765 0.0003464 u2[1] 3.764e-01 0.08499 0.0012020 0.0012020 u2[10] -3.349e-01 0.10013 0.0014161 0.0014161 u2[11] 1.816e-01 0.09184 0.0012988 0.0013643 u2[12] -5.881e-02 0.10520 0.0014877 0.0014485 u2[13] -1.477e-01 0.09227 0.0013050 0.0013050 u2[14] -1.634e-01 0.05267 0.0007448 0.0007283 u2[15] -1.821e-01 0.07672 0.0010850 0.0010850 u2[16] -4.081e-01 0.07809 0.0011043 0.0010574 u2[17] -1.723e-01 0.06571 0.0009293 0.0009293 u2[18] -8.119e-02 0.06611 0.0009349 0.0009773 u2[19] -1.143e-02 0.09546 0.0013500 0.0014004 u2[2] 5.047e-01 0.09902 0.0014004 0.0014004 u2[20] 2.143e-01 0.11076 0.0015663 0.0015617 u2[21] 2.468e-01 0.08493 0.0012011 0.0012052 u2[22] -4.317e-01 0.07692 0.0010878 0.0010878 u2[23] -4.894e-01 0.13106 0.0018535 0.0018726 u2[24] 2.092e-01 0.11433 0.0016169 0.0016169 u2[25] -2.275e-01 0.08621 0.0012192 0.0012192 u2[26] -2.332e-02 0.08247 0.0011664 0.0011664 u2[27] 2.488e-02 0.11204 0.0015845 0.0015845 u2[28] -6.073e-01 0.09633 0.0013623 0.0013901 u2[29] 2.431e-01 0.08202 0.0011599 0.0011884 u2[3] 5.058e-01 0.09829 0.0013900 0.0013883 u2[30] 1.620e-01 0.10792 0.0015262 0.0015262 u2[31] 3.377e-02 0.10004 0.0014147 0.0013792 u2[32] -5.933e-03 0.11036 0.0015607 0.0016031 u2[33] 3.094e-02 0.08284 0.0011716 0.0011716 u2[34] -1.398e-01 0.13480 0.0019063 0.0019063 u2[35] 1.292e-01 0.11282 0.0015955 0.0015955 u2[36] -1.791e-01 0.08782 0.0012419 0.0012419 u2[37] -1.848e-01 0.14151 0.0020013 0.0020013 u2[38] -1.494e-01 0.09700 0.0013718 0.0013314 u2[39] 1.334e-01 0.10168 0.0014380 0.0014380 u2[4] 1.989e-02 0.08015 0.0011335 0.0011335 u2[40] -2.343e-01 0.08668 0.0012258 0.0012258 u2[41] 2.145e-01 0.09300 0.0013152 0.0013152 u2[42] 9.601e-02 0.09574 0.0013540 0.0013540 u2[43] -8.772e-02 0.09138 0.0012923 0.0012928 u2[44] -2.468e-01 0.12554 0.0017754 0.0017754 u2[45] -1.079e-01 0.09969 0.0014098 0.0014098 u2[46] -3.515e-01 0.08046 0.0011378 0.0011378 u2[47] -4.023e-02 0.07993 0.0011304 0.0011304 u2[48] -4.375e-02 0.27017 0.0038208 0.0034446 u2[49] 4.534e-02 0.06962 0.0009845 0.0009845 u2[5] 2.448e-01 0.11974 0.0016933 0.0016933 u2[50] -3.006e-01 0.08561 0.0012107 0.0012107 u2[51] -5.001e-02 0.09477 0.0013403 0.0013403 u2[52] 3.863e-01 0.09176 0.0012977 0.0012977 u2[53] 7.279e-01 0.08780 0.0012417 0.0012731 u2[54] -5.525e-01 0.20693 0.0029264 0.0030939 u2[55] 5.075e-01 0.10066 0.0014236 0.0014534 u2[56] 1.400e-02 0.11368 0.0016077 0.0018033 u2[57] 3.406e-02 0.09091 0.0012857 0.0012857 u2[58] 1.399e-01 0.11561 0.0016349 0.0016349 u2[59] -6.584e-01 0.10524 0.0014883 0.0015636 u2[6] 5.465e-01 0.08247 0.0011662 0.0011662 u2[60] 2.274e-01 0.08225 0.0011632 0.0012008 u2[61] -3.848e-02 0.09041 0.0012786 0.0012963 u2[62] -5.157e-02 0.08483 0.0011997 0.0011997 u2[63] 5.397e-01 0.12704 0.0017967 0.0017061 u2[64] 8.922e-02 0.09437 0.0013346 0.0013346 u2[65] -1.643e-01 0.08115 0.0011476 0.0011476 u2[7] 3.830e-01 0.07814 0.0011050 0.0011381 u2[8] -2.266e-02 0.07346 0.0010389 0.0010389 u2[9] -1.330e-01 0.12049 0.0017040 0.0018576 2. Quantiles for each variable: 2.5% 25% 50% 75% 97.5% beta[1] -7.747e-02 -2.394e-02 3.098e-03 2.955e-02 8.082e-02 beta[2] 5.393e-01 5.549e-01 5.633e-01 5.716e-01 5.870e-01 deviance 9.188e+03 9.200e+03 9.208e+03 9.217e+03 9.235e+03 sigma2 5.416e-01 5.575e-01 5.663e-01 5.748e-01 5.920e-01 sigma2.u2 6.516e-02 8.286e-02 9.503e-02 1.084e-01 1.412e-01 u2[1] 2.137e-01 3.182e-01 3.754e-01 4.335e-01 5.422e-01 u2[10] -5.236e-01 -4.051e-01 -3.353e-01 -2.664e-01 -1.385e-01 u2[11] -5.727e-04 1.208e-01 1.823e-01 2.439e-01 3.614e-01 u2[12] -2.684e-01 -1.278e-01 -5.802e-02 1.164e-02 1.475e-01 u2[13] -3.256e-01 -2.104e-01 -1.470e-01 -8.570e-02 3.059e-02 u2[14] -2.642e-01 -1.996e-01 -1.634e-01 -1.271e-01 -5.935e-02 u2[15] -3.360e-01 -2.328e-01 -1.808e-01 -1.303e-01 -2.875e-02 u2[16] -5.588e-01 -4.599e-01 -4.087e-01 -3.569e-01 -2.514e-01 u2[17] -3.041e-01 -2.163e-01 -1.713e-01 -1.267e-01 -4.513e-02 u2[18] -2.127e-01 -1.256e-01 -8.155e-02 -3.772e-02 5.099e-02 u2[19] -2.021e-01 -7.636e-02 -9.920e-03 5.439e-02 1.701e-01 u2[2] 3.084e-01 4.375e-01 5.055e-01 5.706e-01 7.019e-01 u2[20] -2.701e-03 1.406e-01 2.156e-01 2.878e-01 4.280e-01 u2[21] 8.209e-02 1.870e-01 2.465e-01 3.055e-01 4.099e-01 u2[22] -5.821e-01 -4.835e-01 -4.317e-01 -3.798e-01 -2.820e-01 u2[23] -7.415e-01 -5.787e-01 -4.876e-01 -4.023e-01 -2.286e-01 u2[24] -1.945e-02 1.337e-01 2.080e-01 2.846e-01 4.314e-01 u2[25] -3.967e-01 -2.861e-01 -2.273e-01 -1.684e-01 -6.023e-02 u2[26] -1.868e-01 -7.761e-02 -2.320e-02 3.128e-02 1.398e-01 u2[27] -1.948e-01 -5.004e-02 2.425e-02 1.001e-01 2.427e-01 u2[28] -7.958e-01 -6.735e-01 -6.059e-01 -5.423e-01 -4.181e-01 u2[29] 8.218e-02 1.888e-01 2.440e-01 2.983e-01 4.016e-01 u2[3] 3.092e-01 4.407e-01 5.068e-01 5.721e-01 6.950e-01 u2[30] -4.754e-02 9.095e-02 1.628e-01 2.349e-01 3.743e-01 u2[31] -1.620e-01 -3.258e-02 3.524e-02 1.005e-01 2.282e-01 u2[32] -2.185e-01 -8.095e-02 -7.655e-03 6.780e-02 2.138e-01 u2[33] -1.311e-01 -2.376e-02 3.103e-02 8.600e-02 1.930e-01 u2[34] -4.086e-01 -2.326e-01 -1.395e-01 -4.422e-02 1.202e-01 u2[35] -8.934e-02 5.237e-02 1.272e-01 2.059e-01 3.523e-01 u2[36] -3.470e-01 -2.383e-01 -1.790e-01 -1.190e-01 -6.890e-03 u2[37] -4.552e-01 -2.830e-01 -1.844e-01 -8.676e-02 9.278e-02 u2[38] -3.371e-01 -2.162e-01 -1.486e-01 -8.362e-02 4.272e-02 u2[39] -6.533e-02 6.461e-02 1.323e-01 2.011e-01 3.323e-01 u2[4] -1.344e-01 -3.491e-02 1.985e-02 7.477e-02 1.753e-01 u2[40] -4.072e-01 -2.922e-01 -2.312e-01 -1.782e-01 -6.697e-02 u2[41] 3.461e-02 1.530e-01 2.140e-01 2.777e-01 3.975e-01 u2[42] -9.200e-02 3.265e-02 9.579e-02 1.585e-01 2.832e-01 u2[43] -2.698e-01 -1.486e-01 -9.013e-02 -2.538e-02 9.367e-02 u2[44] -4.898e-01 -3.322e-01 -2.461e-01 -1.623e-01 -1.844e-03 u2[45] -2.994e-01 -1.758e-01 -1.103e-01 -4.030e-02 9.050e-02 u2[46] -5.045e-01 -4.063e-01 -3.507e-01 -2.987e-01 -1.917e-01 u2[47] -1.979e-01 -9.323e-02 -4.049e-02 1.330e-02 1.161e-01 u2[48] -5.702e-01 -2.251e-01 -4.559e-02 1.385e-01 4.959e-01 u2[49] -9.310e-02 -1.063e-03 4.578e-02 9.129e-02 1.830e-01 u2[5] 8.413e-03 1.652e-01 2.428e-01 3.274e-01 4.771e-01 u2[50] -4.688e-01 -3.584e-01 -3.007e-01 -2.425e-01 -1.330e-01 u2[51] -2.383e-01 -1.136e-01 -5.074e-02 1.458e-02 1.362e-01 u2[52] 2.084e-01 3.231e-01 3.863e-01 4.477e-01 5.680e-01 u2[53] 5.581e-01 6.682e-01 7.263e-01 7.861e-01 8.980e-01 u2[54] -9.750e-01 -6.891e-01 -5.519e-01 -4.132e-01 -1.578e-01 u2[55] 3.136e-01 4.395e-01 5.062e-01 5.760e-01 7.054e-01 u2[56] -2.113e-01 -6.369e-02 1.251e-02 9.050e-02 2.376e-01 u2[57] -1.443e-01 -2.635e-02 3.363e-02 9.702e-02 2.114e-01 u2[58] -9.032e-02 6.196e-02 1.386e-01 2.185e-01 3.681e-01 u2[59] -8.645e-01 -7.293e-01 -6.583e-01 -5.866e-01 -4.532e-01 u2[6] 3.850e-01 4.894e-01 5.456e-01 6.032e-01 7.119e-01 u2[60] 6.317e-02 1.724e-01 2.274e-01 2.833e-01 3.868e-01 u2[61] -2.171e-01 -9.953e-02 -3.800e-02 2.214e-02 1.348e-01 u2[62] -2.156e-01 -1.098e-01 -5.308e-02 5.658e-03 1.137e-01 u2[63] 2.854e-01 4.543e-01 5.408e-01 6.231e-01 7.859e-01 u2[64] -9.261e-02 2.479e-02 8.890e-02 1.538e-01 2.746e-01 u2[65] -3.206e-01 -2.190e-01 -1.656e-01 -1.092e-01 -3.608e-03 u2[7] 2.264e-01 3.302e-01 3.834e-01 4.354e-01 5.336e-01 u2[8] -1.670e-01 -7.151e-02 -2.260e-02 2.773e-02 1.187e-01 u2[9] -3.642e-01 -2.173e-01 -1.326e-01 -5.250e-02 1.029e-01 > sixway(mymodel[, "beta[1]", drop = FALSE]) > > # 25.3 Binomial hierarchical centering algorithm . . . . . . . . . . . . 408 > > # 25.4 Binomial example in practice . . . . . . . . . . . . . . . . . . .410 > > ## Read bang1 data > data(bang1, package = "R2MLwiN") > > ## Define the model > > > ## Hierarchical centring at level 2 > > (mymodel <- runMLwiN(logit(use) ~ 1 + age + lc + urban + (1 + urban | district), D = "Binomial", estoptions = list(EstM = 1, + mcmcOptions = list(hcen = 2)), data = bang1)) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 iteration 4 iteration 5 Convergence achieved ECHO 0 Echoing is ON MCMC 0 500 1 5.8 50 10 G30[1] G30[2] 2 2 2 1 1 2 Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2321.997404 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2327.585268 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2321.835949 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2333.488457 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2328.141877 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2356.348956 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2337.670384 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2362.011026 Adapting finished and took 900 iterations Adapting took 900 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2324.805020 Burning in for 100 iterations out of 500 -2 * Loglike = 2344.719559 Burning in for 150 iterations out of 500 -2 * Loglike = 2306.690866 Burning in for 200 iterations out of 500 -2 * Loglike = 2323.219514 Burning in for 250 iterations out of 500 -2 * Loglike = 2334.066554 Burning in for 300 iterations out of 500 -2 * Loglike = 2317.602088 Burning in for 350 iterations out of 500 -2 * Loglike = 2315.162676 Burning in for 400 iterations out of 500 -2 * Loglike = 2308.230590 Burning in for 450 iterations out of 500 -2 * Loglike = 2316.616239 Burning in for 500 iterations out of 500 -2 * Loglike = 2320.708799 ERAS G30 LINK 0 G30 ERAS c1090 c1091 MCMC 1 5000 1 c1090 c1091 c1003 c1004 1 2 Actual update 50 of 5000, Stored update 50 of 5000 -2 * Loglike = 2309.079521 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 2334.800352 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 2323.271930 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 2330.754597 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 2340.836582 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 2312.601062 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 2309.541984 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 2343.493455 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 2351.385559 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 2334.644048 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 2325.090992 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 2314.871820 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 2349.415265 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 2350.724113 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 2329.332451 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 2314.881610 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 2329.024760 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 2305.006173 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 2308.774261 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 2336.568357 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 2331.959243 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 2327.709623 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 2359.883781 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 2305.474559 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 2317.726472 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 2318.073376 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 2312.223509 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 2334.016318 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 2349.652269 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 2321.517580 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 2338.549416 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 2334.147919 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 2317.604654 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 2327.513183 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 2331.198441 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 2343.010403 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 2360.518418 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 2329.136123 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 2321.209466 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 2322.846424 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 2339.415954 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 2339.825187 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 2330.729694 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 2333.464395 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 2311.837300 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 2321.046710 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 2331.528268 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 2327.084537 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 2316.929140 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 2318.330878 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 2329.510786 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 2337.768191 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 2350.553494 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 2332.011625 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 2325.314829 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 2312.099749 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 2328.599818 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 2323.976715 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 2328.308600 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 2337.490079 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 2303.759931 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 2310.580516 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 2356.284580 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 2324.076173 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 2339.734160 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 2315.383153 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 2365.568353 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 2340.666829 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 2324.670882 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 2312.683215 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 2339.833698 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 2346.925696 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 2345.863424 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 2344.888795 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 2308.577546 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 2339.187521 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 2319.878777 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 2343.753743 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 2313.390801 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 2314.593322 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 2338.980343 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 2317.036897 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 2315.195445 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 2324.673969 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 2321.648632 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 2371.231424 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 2320.870566 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 2310.314504 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 2296.608934 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 2329.799568 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 2326.607167 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 2328.296813 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 2312.877424 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 2316.491946 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 2329.033385 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 2361.935976 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 2314.538706 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 2309.633976 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 2326.988823 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 2329.620444 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 2329.5 S.D. = 14.065 S.E.M. = 0.19891 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.05) multilevel model (Binomial) N min mean max N_complete min_complete mean_complete max_complete district 60 2 32.23333 118 60 2 32.23333 118 Estimation algorithm: MCMC Elapsed time : 5.56s Number of obs: 1934 (from total 1934) Number of iter.: 5000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 2329.539 2272.872 56.667 2386.206 --------------------------------------------------------------------------------------------------- The model formula: logit(use) ~ 1 + age + lc + urban + (1 + urban | district) Level 2: district Level 1: l1id --------------------------------------------------------------------------------------------------- The fixed part estimates: Coef. Std. Err. z Pr(>|z|) [95% Cred. Interval] ESS Intercept -1.72927 0.16111 -10.73 7.104e-27 *** -2.04359 -1.40918 104 age -0.02697 0.00776 -3.47 0.0005142 *** -0.04147 -0.01172 271 lcOne_child 1.14530 0.16420 6.97 3.062e-12 *** 0.80737 1.46922 143 lcTwo_children 1.37430 0.17141 8.02 1.079e-15 *** 1.03279 1.70287 113 lcThree_plus 1.37546 0.18196 7.56 4.052e-14 *** 1.00041 1.72395 95 urbanUrban 0.81532 0.17504 4.66 3.195e-06 *** 0.48278 1.16211 261 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 --------------------------------------------------------------------------------------------------- The random part estimates at the district level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.41999 0.13368 0.21330 0.73119 282 cov_Intercept_urbanUrban -0.43372 0.17122 -0.81863 -0.16057 150 var_urbanUrban 0.73152 0.30300 0.26982 1.42654 108 --------------------------------------------------------------------------------------------------- The random part estimates at the l1id level: Coef. Std. Err. [95% Cred. Interval] ESS var_bcons_1 1.00000 1e-05 1.00000 1.00000 5000 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > trajectories(mymodel) dev.new(): using pdf(file="Rplots6.pdf") > > ## Hierarchical centring at level 2 + Orthogonal updates > > (mymodel <- runMLwiN(logit(use) ~ 1 + age + lc + urban + (1 + urban | district), D = "Binomial", estoptions = list(EstM = 1, + mcmcOptions = list(hcen = 2, orth = 1)), data = bang1)) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 iteration 4 iteration 5 Convergence achieved ECHO 0 Echoing is ON MCMC 0 500 1 5.8 50 10 G30[1] G30[2] 2 2 2 1 1 2 Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2350.033165 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2330.222407 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2348.866271 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2327.988512 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2308.575304 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2325.742624 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2307.871982 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2330.134837 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2309.720825 Adapting for 1000 iterations (Maximum 5000) -2 * Loglike = 2340.250272 Adapting for 1100 iterations (Maximum 5000) -2 * Loglike = 2321.515805 Adapting for 1200 iterations (Maximum 5000) -2 * Loglike = 2322.838787 Adapting for 1300 iterations (Maximum 5000) -2 * Loglike = 2305.484770 Adapting for 1400 iterations (Maximum 5000) -2 * Loglike = 2333.734268 Adapting finished and took 1500 iterations Adapting took 1500 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2322.991888 Burning in for 100 iterations out of 500 -2 * Loglike = 2328.156691 Burning in for 150 iterations out of 500 -2 * Loglike = 2342.097970 Burning in for 200 iterations out of 500 -2 * Loglike = 2321.647674 Burning in for 250 iterations out of 500 -2 * Loglike = 2314.859982 Burning in for 300 iterations out of 500 -2 * Loglike = 2320.668513 Burning in for 350 iterations out of 500 -2 * Loglike = 2346.172937 Burning in for 400 iterations out of 500 -2 * Loglike = 2348.846411 Burning in for 450 iterations out of 500 -2 * Loglike = 2352.794954 Burning in for 500 iterations out of 500 -2 * Loglike = 2305.324658 ERAS G30 LINK 0 G30 ERAS c1090 c1091 MCMC 1 5000 1 c1090 c1091 c1003 c1004 1 2 Actual update 50 of 5000, Stored update 50 of 5000 -2 * Loglike = 2331.034596 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 2323.582862 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 2317.815588 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 2311.609568 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 2338.701119 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 2332.577540 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 2326.245978 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 2316.956094 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 2334.621543 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 2309.045171 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 2308.643428 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 2325.103125 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 2320.336872 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 2333.520784 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 2318.819481 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 2322.815414 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 2321.331594 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 2343.348190 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 2300.108889 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 2296.417381 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 2331.609417 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 2327.833490 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 2323.347777 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 2337.197173 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 2340.174024 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 2316.971606 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 2309.488746 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 2321.062366 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 2308.394316 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 2330.971568 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 2307.907936 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 2306.722256 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 2334.688551 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 2343.643313 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 2313.075358 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 2314.407142 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 2338.445018 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 2310.904576 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 2316.090056 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 2316.555600 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 2336.816835 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 2322.518495 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 2324.846449 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 2343.587657 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 2369.388168 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 2357.798354 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 2337.122003 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 2309.441489 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 2318.432124 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 2334.994018 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 2323.735641 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 2354.922021 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 2341.504973 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 2327.261688 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 2339.628073 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 2324.400070 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 2324.037083 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 2331.687085 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 2359.243254 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 2324.032003 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 2304.315061 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 2337.145203 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 2327.564766 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 2360.245874 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 2326.938130 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 2354.592609 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 2333.230173 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 2322.363756 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 2330.651061 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 2328.049488 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 2340.409085 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 2350.336805 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 2367.796248 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 2308.499156 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 2336.780609 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 2328.485633 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 2335.622381 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 2353.743838 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 2347.654600 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 2336.858244 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 2331.029142 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 2325.904118 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 2340.188512 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 2313.456261 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 2313.204950 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 2332.396105 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 2313.802655 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 2365.796961 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 2331.874777 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 2342.525217 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 2313.762933 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 2326.525991 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 2337.762782 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 2326.438430 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 2346.313221 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 2323.300077 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 2319.167960 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 2352.661373 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 2330.193526 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 2335.539985 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 2328.9 S.D. = 14.084 S.E.M. = 0.19918 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.05) multilevel model (Binomial) N min mean max N_complete min_complete mean_complete max_complete district 60 2 32.23333 118 60 2 32.23333 118 Estimation algorithm: MCMC Elapsed time : 6.35s Number of obs: 1934 (from total 1934) Number of iter.: 5000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 2328.880 2271.360 57.521 2386.401 --------------------------------------------------------------------------------------------------- The model formula: logit(use) ~ 1 + age + lc + urban + (1 + urban | district) Level 2: district Level 1: l1id --------------------------------------------------------------------------------------------------- The fixed part estimates: Coef. Std. Err. z Pr(>|z|) [95% Cred. Interval] ESS Intercept -1.73256 0.16661 -10.40 2.5e-25 *** -2.07524 -1.41430 431 age -0.02704 0.00803 -3.37 0.0007591 *** -0.04227 -0.01131 1007 lcOne_child 1.14280 0.16013 7.14 9.551e-13 *** 0.83835 1.46413 1016 lcTwo_children 1.37221 0.17715 7.75 9.472e-15 *** 1.02654 1.73940 957 lcThree_plus 1.37240 0.18230 7.53 5.137e-14 *** 1.02000 1.74063 1005 urbanUrban 0.82920 0.17884 4.64 3.541e-06 *** 0.48936 1.19403 134 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 --------------------------------------------------------------------------------------------------- The random part estimates at the district level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.43259 0.14490 0.21696 0.78387 169 cov_Intercept_urbanUrban -0.44979 0.18560 -0.88683 -0.17380 109 var_urbanUrban 0.75664 0.32454 0.28980 1.53035 105 --------------------------------------------------------------------------------------------------- The random part estimates at the l1id level: Coef. Std. Err. [95% Cred. Interval] ESS var_bcons_1 1.00000 1e-05 1.00000 1.00000 5000 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > trajectories(mymodel) dev.new(): using pdf(file="Rplots7.pdf") > > # 25.5 The Melanoma example . . . . . . . . . . . . . . . . . . . . . . .414 > > ## Read mmmec data > data(mmmec, package = "R2MLwiN") > > contrasts(mmmec$nation, 9) <- diag(9) > > ## Define the model Hierarchical centring at level 2 > (mymodel <- runMLwiN(log(obs) ~ 0 + nation + nation:uvbi + offset(log(exp)) + (1 | region), D = "Poisson", estoptions = list(EstM = 1, + mcmcMeth = list(iterations = 50000), mcmcOptions = list(hcen = 2)), data = mmmec)) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 iteration 4 Convergence achieved ECHO 0 Echoing is ON MCMC 0 500 1 5.8 50 10 G30[1] G30[2] 2 2 2 1 1 3 Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2040.569499 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2027.946303 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2030.797903 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2023.055925 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2017.954881 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2042.614365 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2029.650232 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2019.279796 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2053.171014 Adapting for 1000 iterations (Maximum 5000) -2 * Loglike = 2034.962484 Adapting finished and took 1100 iterations Adapting took 1100 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2028.148546 Burning in for 100 iterations out of 500 -2 * Loglike = 2016.369372 Burning in for 150 iterations out of 500 -2 * Loglike = 2004.449741 Burning in for 200 iterations out of 500 -2 * Loglike = 2044.261992 Burning in for 250 iterations out of 500 -2 * Loglike = 2019.012967 Burning in for 300 iterations out of 500 -2 * Loglike = 2005.281991 Burning in for 350 iterations out of 500 -2 * Loglike = 2039.409196 Burning in for 400 iterations out of 500 -2 * Loglike = 2021.649330 Burning in for 450 iterations out of 500 -2 * Loglike = 2038.122983 Burning in for 500 iterations out of 500 -2 * Loglike = 2013.326861 ERAS G30 LINK 0 G30 ERAS c1090 c1091 MCMC 1 50000 1 c1090 c1091 c1003 c1004 1 3 Actual update 50 of 50000, Stored update 50 of 50000 -2 * Loglike = 2045.295783 Actual update 100 of 50000, Stored update 100 of 50000 -2 * Loglike = 2029.865712 Actual update 150 of 50000, Stored update 150 of 50000 -2 * Loglike = 2045.826917 Actual update 200 of 50000, Stored update 200 of 50000 -2 * Loglike = 2038.183752 Actual update 250 of 50000, Stored update 250 of 50000 -2 * Loglike = 2025.163139 Actual update 300 of 50000, Stored update 300 of 50000 -2 * Loglike = 2035.090923 Actual update 350 of 50000, Stored update 350 of 50000 -2 * Loglike = 2033.678035 Actual update 400 of 50000, Stored update 400 of 50000 -2 * Loglike = 2017.647500 Actual update 450 of 50000, Stored update 450 of 50000 -2 * Loglike = 2050.076261 Actual update 500 of 50000, Stored update 500 of 50000 -2 * Loglike = 2043.629091 Actual update 550 of 50000, Stored update 550 of 50000 -2 * Loglike = 2033.808876 Actual update 600 of 50000, Stored update 600 of 50000 -2 * Loglike = 2040.138612 Actual update 650 of 50000, Stored update 650 of 50000 -2 * Loglike = 2026.963850 Actual update 700 of 50000, Stored update 700 of 50000 -2 * Loglike = 2035.530956 Actual update 750 of 50000, Stored update 750 of 50000 -2 * Loglike = 2009.423454 Actual update 800 of 50000, Stored update 800 of 50000 -2 * Loglike = 2021.031129 Actual update 850 of 50000, Stored update 850 of 50000 -2 * Loglike = 2018.802517 Actual update 900 of 50000, Stored update 900 of 50000 -2 * Loglike = 2012.458763 Actual update 950 of 50000, Stored update 950 of 50000 -2 * Loglike = 2024.073853 Actual update 1000 of 50000, Stored update 1000 of 50000 -2 * Loglike = 2008.701036 Actual update 1050 of 50000, Stored update 1050 of 50000 -2 * Loglike = 2024.023484 Actual update 1100 of 50000, Stored update 1100 of 50000 -2 * Loglike = 2040.882701 Actual update 1150 of 50000, Stored update 1150 of 50000 -2 * Loglike = 2037.239876 Actual update 1200 of 50000, Stored update 1200 of 50000 -2 * Loglike = 2032.429095 Actual update 1250 of 50000, Stored update 1250 of 50000 -2 * Loglike = 2038.762460 Actual update 1300 of 50000, Stored update 1300 of 50000 -2 * Loglike = 2030.154225 Actual update 1350 of 50000, Stored update 1350 of 50000 -2 * Loglike = 2024.576592 Actual update 1400 of 50000, Stored update 1400 of 50000 -2 * Loglike = 2039.797527 Actual update 1450 of 50000, Stored update 1450 of 50000 -2 * Loglike = 2025.912271 Actual update 1500 of 50000, Stored update 1500 of 50000 -2 * Loglike = 2038.509445 Actual update 1550 of 50000, Stored update 1550 of 50000 -2 * Loglike = 2017.930088 Actual update 1600 of 50000, Stored update 1600 of 50000 -2 * Loglike = 2033.718783 Actual update 1650 of 50000, Stored update 1650 of 50000 -2 * Loglike = 2017.691457 Actual update 1700 of 50000, Stored update 1700 of 50000 -2 * Loglike = 2028.986380 Actual update 1750 of 50000, Stored update 1750 of 50000 -2 * Loglike = 2035.488210 Actual update 1800 of 50000, Stored update 1800 of 50000 -2 * Loglike = 2039.461579 Actual update 1850 of 50000, Stored update 1850 of 50000 -2 * Loglike = 2032.021703 Actual update 1900 of 50000, Stored update 1900 of 50000 -2 * Loglike = 2014.729122 Actual update 1950 of 50000, Stored update 1950 of 50000 -2 * Loglike = 2012.582069 Actual update 2000 of 50000, Stored update 2000 of 50000 -2 * Loglike = 2023.630171 Actual update 2050 of 50000, Stored update 2050 of 50000 -2 * Loglike = 2026.916751 Actual update 2100 of 50000, Stored update 2100 of 50000 -2 * Loglike = 2033.805792 Actual update 2150 of 50000, Stored update 2150 of 50000 -2 * Loglike = 2029.252208 Actual update 2200 of 50000, Stored update 2200 of 50000 -2 * Loglike = 2053.256209 Actual update 2250 of 50000, Stored update 2250 of 50000 -2 * Loglike = 2033.075108 Actual update 2300 of 50000, Stored update 2300 of 50000 -2 * Loglike = 2026.656809 Actual update 2350 of 50000, Stored update 2350 of 50000 -2 * Loglike = 2045.872686 Actual update 2400 of 50000, Stored update 2400 of 50000 -2 * Loglike = 2034.859976 Actual update 2450 of 50000, Stored update 2450 of 50000 -2 * Loglike = 2037.199393 Actual update 2500 of 50000, Stored update 2500 of 50000 -2 * Loglike = 2036.182334 Actual update 2550 of 50000, Stored update 2550 of 50000 -2 * Loglike = 2038.873641 Actual update 2600 of 50000, Stored update 2600 of 50000 -2 * Loglike = 2031.413244 Actual update 2650 of 50000, Stored update 2650 of 50000 -2 * Loglike = 2020.358724 Actual update 2700 of 50000, Stored update 2700 of 50000 -2 * Loglike = 2059.998774 Actual update 2750 of 50000, Stored update 2750 of 50000 -2 * Loglike = 2025.469663 Actual update 2800 of 50000, Stored update 2800 of 50000 -2 * Loglike = 2022.720094 Actual update 2850 of 50000, Stored update 2850 of 50000 -2 * Loglike = 2033.215324 Actual update 2900 of 50000, Stored update 2900 of 50000 -2 * Loglike = 2036.280232 Actual update 2950 of 50000, Stored update 2950 of 50000 -2 * Loglike = 2039.733628 Actual update 3000 of 50000, Stored update 3000 of 50000 -2 * Loglike = 2016.629703 Actual update 3050 of 50000, Stored update 3050 of 50000 -2 * Loglike = 2041.239440 Actual update 3100 of 50000, Stored update 3100 of 50000 -2 * Loglike = 2031.013361 Actual update 3150 of 50000, Stored update 3150 of 50000 -2 * Loglike = 2047.469286 Actual update 3200 of 50000, Stored update 3200 of 50000 -2 * Loglike = 2041.713206 Actual update 3250 of 50000, Stored update 3250 of 50000 -2 * Loglike = 2021.481209 Actual update 3300 of 50000, Stored update 3300 of 50000 -2 * Loglike = 2028.363716 Actual update 3350 of 50000, Stored update 3350 of 50000 -2 * Loglike = 2034.867339 Actual update 3400 of 50000, Stored update 3400 of 50000 -2 * Loglike = 2012.811780 Actual update 3450 of 50000, Stored update 3450 of 50000 -2 * Loglike = 2016.913203 Actual update 3500 of 50000, Stored update 3500 of 50000 -2 * Loglike = 2015.901247 Actual update 3550 of 50000, Stored update 3550 of 50000 -2 * Loglike = 2036.523090 Actual update 3600 of 50000, Stored update 3600 of 50000 -2 * Loglike = 2042.383751 Actual update 3650 of 50000, Stored update 3650 of 50000 -2 * Loglike = 2037.992676 Actual update 3700 of 50000, Stored update 3700 of 50000 -2 * Loglike = 2028.861221 Actual update 3750 of 50000, Stored update 3750 of 50000 -2 * Loglike = 2022.905946 Actual update 3800 of 50000, Stored update 3800 of 50000 -2 * Loglike = 2083.423816 Actual update 3850 of 50000, Stored update 3850 of 50000 -2 * Loglike = 2014.002743 Actual update 3900 of 50000, Stored update 3900 of 50000 -2 * Loglike = 2022.668541 Actual update 3950 of 50000, Stored update 3950 of 50000 -2 * Loglike = 2041.083121 Actual update 4000 of 50000, Stored update 4000 of 50000 -2 * Loglike = 2011.390485 Actual update 4050 of 50000, Stored update 4050 of 50000 -2 * Loglike = 2009.825935 Actual update 4100 of 50000, Stored update 4100 of 50000 -2 * Loglike = 2028.811402 Actual update 4150 of 50000, Stored update 4150 of 50000 -2 * Loglike = 2016.361060 Actual update 4200 of 50000, Stored update 4200 of 50000 -2 * Loglike = 2008.883064 Actual update 4250 of 50000, Stored update 4250 of 50000 -2 * Loglike = 2026.322992 Actual update 4300 of 50000, Stored update 4300 of 50000 -2 * Loglike = 2041.048981 Actual update 4350 of 50000, Stored update 4350 of 50000 -2 * Loglike = 2033.040195 Actual update 4400 of 50000, Stored update 4400 of 50000 -2 * Loglike = 2013.070918 Actual update 4450 of 50000, Stored update 4450 of 50000 -2 * Loglike = 2029.715400 Actual update 4500 of 50000, Stored update 4500 of 50000 -2 * Loglike = 2044.978890 Actual update 4550 of 50000, Stored update 4550 of 50000 -2 * Loglike = 2040.297103 Actual update 4600 of 50000, Stored update 4600 of 50000 -2 * Loglike = 2028.019271 Actual update 4650 of 50000, Stored update 4650 of 50000 -2 * Loglike = 2023.383020 Actual update 4700 of 50000, Stored update 4700 of 50000 -2 * Loglike = 2005.550772 Actual update 4750 of 50000, Stored update 4750 of 50000 -2 * Loglike = 2030.867890 Actual update 4800 of 50000, Stored update 4800 of 50000 -2 * Loglike = 2020.431022 Actual update 4850 of 50000, Stored update 4850 of 50000 -2 * Loglike = 2034.366357 Actual update 4900 of 50000, Stored update 4900 of 50000 -2 * Loglike = 2039.981730 Actual update 4950 of 50000, Stored update 4950 of 50000 -2 * Loglike = 2029.585976 Actual update 5000 of 50000, Stored update 5000 of 50000 -2 * Loglike = 2048.599044 Actual update 5050 of 50000, Stored update 5050 of 50000 -2 * Loglike = 2017.254787 Actual update 5100 of 50000, Stored update 5100 of 50000 -2 * Loglike = 2044.962468 Actual update 5150 of 50000, Stored update 5150 of 50000 -2 * Loglike = 2042.387962 Actual update 5200 of 50000, Stored update 5200 of 50000 -2 * Loglike = 2020.491390 Actual update 5250 of 50000, Stored update 5250 of 50000 -2 * Loglike = 2034.653096 Actual update 5300 of 50000, Stored update 5300 of 50000 -2 * Loglike = 2035.387402 Actual update 5350 of 50000, Stored update 5350 of 50000 -2 * Loglike = 2033.695859 Actual update 5400 of 50000, Stored update 5400 of 50000 -2 * Loglike = 2028.073893 Actual update 5450 of 50000, Stored update 5450 of 50000 -2 * Loglike = 2027.936865 Actual update 5500 of 50000, Stored update 5500 of 50000 -2 * Loglike = 2038.573993 Actual update 5550 of 50000, Stored update 5550 of 50000 -2 * Loglike = 2020.911856 Actual update 5600 of 50000, Stored update 5600 of 50000 -2 * Loglike = 2057.200558 Actual update 5650 of 50000, Stored update 5650 of 50000 -2 * Loglike = 2024.360773 Actual update 5700 of 50000, Stored update 5700 of 50000 -2 * Loglike = 2030.587506 Actual update 5750 of 50000, Stored update 5750 of 50000 -2 * Loglike = 2015.950075 Actual update 5800 of 50000, Stored update 5800 of 50000 -2 * Loglike = 2028.322703 Actual update 5850 of 50000, Stored update 5850 of 50000 -2 * Loglike = 2032.233547 Actual update 5900 of 50000, Stored update 5900 of 50000 -2 * Loglike = 2030.302364 Actual update 5950 of 50000, Stored update 5950 of 50000 -2 * Loglike = 2015.208109 Actual update 6000 of 50000, Stored update 6000 of 50000 -2 * Loglike = 2030.139843 Actual update 6050 of 50000, Stored update 6050 of 50000 -2 * Loglike = 2024.964371 Actual update 6100 of 50000, Stored update 6100 of 50000 -2 * Loglike = 2047.206133 Actual update 6150 of 50000, Stored update 6150 of 50000 -2 * Loglike = 2038.070089 Actual update 6200 of 50000, Stored update 6200 of 50000 -2 * Loglike = 2015.995847 Actual update 6250 of 50000, Stored update 6250 of 50000 -2 * Loglike = 2014.510733 Actual update 6300 of 50000, Stored update 6300 of 50000 -2 * Loglike = 2029.278229 Actual update 6350 of 50000, Stored update 6350 of 50000 -2 * Loglike = 2021.928955 Actual update 6400 of 50000, Stored update 6400 of 50000 -2 * Loglike = 2015.649271 Actual update 6450 of 50000, Stored update 6450 of 50000 -2 * Loglike = 2035.950008 Actual update 6500 of 50000, Stored update 6500 of 50000 -2 * Loglike = 2023.040080 Actual update 6550 of 50000, Stored update 6550 of 50000 -2 * Loglike = 2028.862909 Actual update 6600 of 50000, Stored update 6600 of 50000 -2 * Loglike = 2015.666430 Actual update 6650 of 50000, Stored update 6650 of 50000 -2 * Loglike = 2041.291531 Actual update 6700 of 50000, Stored update 6700 of 50000 -2 * Loglike = 2024.968402 Actual update 6750 of 50000, Stored update 6750 of 50000 -2 * Loglike = 2057.503075 Actual update 6800 of 50000, Stored update 6800 of 50000 -2 * Loglike = 2040.540635 Actual update 6850 of 50000, Stored update 6850 of 50000 -2 * Loglike = 2015.690064 Actual update 6900 of 50000, Stored update 6900 of 50000 -2 * Loglike = 2019.261781 Actual update 6950 of 50000, Stored update 6950 of 50000 -2 * Loglike = 2023.422865 Actual update 7000 of 50000, Stored update 7000 of 50000 -2 * Loglike = 2028.252952 Actual update 7050 of 50000, Stored update 7050 of 50000 -2 * Loglike = 2032.248110 Actual update 7100 of 50000, Stored update 7100 of 50000 -2 * Loglike = 2035.103599 Actual update 7150 of 50000, Stored update 7150 of 50000 -2 * Loglike = 2045.905738 Actual update 7200 of 50000, Stored update 7200 of 50000 -2 * Loglike = 2032.627602 Actual update 7250 of 50000, Stored update 7250 of 50000 -2 * Loglike = 2036.719607 Actual update 7300 of 50000, Stored update 7300 of 50000 -2 * Loglike = 2017.031177 Actual update 7350 of 50000, Stored update 7350 of 50000 -2 * Loglike = 2034.125031 Actual update 7400 of 50000, Stored update 7400 of 50000 -2 * Loglike = 2035.948344 Actual update 7450 of 50000, Stored update 7450 of 50000 -2 * Loglike = 2079.585211 Actual update 7500 of 50000, Stored update 7500 of 50000 -2 * Loglike = 2032.376155 Actual update 7550 of 50000, Stored update 7550 of 50000 -2 * Loglike = 2035.332340 Actual update 7600 of 50000, Stored update 7600 of 50000 -2 * Loglike = 2035.032959 Actual update 7650 of 50000, Stored update 7650 of 50000 -2 * Loglike = 2006.229009 Actual update 7700 of 50000, Stored update 7700 of 50000 -2 * Loglike = 2035.392615 Actual update 7750 of 50000, Stored update 7750 of 50000 -2 * Loglike = 2035.727146 Actual update 7800 of 50000, Stored update 7800 of 50000 -2 * Loglike = 2025.916949 Actual update 7850 of 50000, Stored update 7850 of 50000 -2 * Loglike = 2046.311484 Actual update 7900 of 50000, Stored update 7900 of 50000 -2 * Loglike = 2039.474780 Actual update 7950 of 50000, Stored update 7950 of 50000 -2 * Loglike = 2032.438039 Actual update 8000 of 50000, Stored update 8000 of 50000 -2 * Loglike = 2039.068206 Actual update 8050 of 50000, Stored update 8050 of 50000 -2 * Loglike = 2024.036446 Actual update 8100 of 50000, Stored update 8100 of 50000 -2 * Loglike = 2018.242469 Actual update 8150 of 50000, Stored update 8150 of 50000 -2 * Loglike = 2024.431764 Actual update 8200 of 50000, Stored update 8200 of 50000 -2 * Loglike = 2039.174848 Actual update 8250 of 50000, Stored update 8250 of 50000 -2 * Loglike = 2029.517371 Actual update 8300 of 50000, Stored update 8300 of 50000 -2 * Loglike = 2030.661797 Actual update 8350 of 50000, Stored update 8350 of 50000 -2 * Loglike = 2029.748473 Actual update 8400 of 50000, Stored update 8400 of 50000 -2 * Loglike = 2016.516521 Actual update 8450 of 50000, Stored update 8450 of 50000 -2 * Loglike = 2024.780588 Actual update 8500 of 50000, Stored update 8500 of 50000 -2 * Loglike = 2035.442768 Actual update 8550 of 50000, Stored update 8550 of 50000 -2 * Loglike = 2021.462528 Actual update 8600 of 50000, Stored update 8600 of 50000 -2 * Loglike = 2030.743223 Actual update 8650 of 50000, Stored update 8650 of 50000 -2 * Loglike = 2011.201546 Actual update 8700 of 50000, Stored update 8700 of 50000 -2 * Loglike = 2026.481984 Actual update 8750 of 50000, Stored update 8750 of 50000 -2 * Loglike = 2030.491266 Actual update 8800 of 50000, Stored update 8800 of 50000 -2 * Loglike = 2022.099932 Actual update 8850 of 50000, Stored update 8850 of 50000 -2 * Loglike = 2042.758471 Actual update 8900 of 50000, Stored update 8900 of 50000 -2 * Loglike = 2042.894743 Actual update 8950 of 50000, Stored update 8950 of 50000 -2 * Loglike = 2029.499391 Actual update 9000 of 50000, Stored update 9000 of 50000 -2 * Loglike = 2032.720959 Actual update 9050 of 50000, Stored update 9050 of 50000 -2 * Loglike = 2016.379438 Actual update 9100 of 50000, Stored update 9100 of 50000 -2 * Loglike = 2038.445727 Actual update 9150 of 50000, Stored update 9150 of 50000 -2 * Loglike = 2021.787364 Actual update 9200 of 50000, Stored update 9200 of 50000 -2 * Loglike = 2029.936913 Actual update 9250 of 50000, Stored update 9250 of 50000 -2 * Loglike = 2033.822243 Actual update 9300 of 50000, Stored update 9300 of 50000 -2 * Loglike = 2067.319666 Actual update 9350 of 50000, Stored update 9350 of 50000 -2 * Loglike = 2044.332207 Actual update 9400 of 50000, Stored update 9400 of 50000 -2 * Loglike = 2025.190752 Actual update 9450 of 50000, Stored update 9450 of 50000 -2 * Loglike = 2015.097934 Actual update 9500 of 50000, Stored update 9500 of 50000 -2 * Loglike = 2030.638711 Actual update 9550 of 50000, Stored update 9550 of 50000 -2 * Loglike = 2005.309424 Actual update 9600 of 50000, Stored update 9600 of 50000 -2 * Loglike = 2039.415002 Actual update 9650 of 50000, Stored update 9650 of 50000 -2 * Loglike = 2048.189399 Actual update 9700 of 50000, Stored update 9700 of 50000 -2 * Loglike = 2035.260657 Actual update 9750 of 50000, Stored update 9750 of 50000 -2 * Loglike = 2025.235500 Actual update 9800 of 50000, Stored update 9800 of 50000 -2 * Loglike = 2029.409011 Actual update 9850 of 50000, Stored update 9850 of 50000 -2 * Loglike = 2031.771582 Actual update 9900 of 50000, Stored update 9900 of 50000 -2 * Loglike = 2023.254580 Actual update 9950 of 50000, Stored update 9950 of 50000 -2 * Loglike = 2041.149633 Actual update 10000 of 50000, Stored update 10000 of 50000 -2 * Loglike = 2031.678186 Actual update 10050 of 50000, Stored update 10050 of 50000 -2 * Loglike = 2035.186397 Actual update 10100 of 50000, Stored update 10100 of 50000 -2 * Loglike = 2007.553066 Actual update 10150 of 50000, Stored update 10150 of 50000 -2 * Loglike = 2047.934615 Actual update 10200 of 50000, Stored update 10200 of 50000 -2 * Loglike = 2021.287778 Actual update 10250 of 50000, Stored update 10250 of 50000 -2 * Loglike = 2035.343368 Actual update 10300 of 50000, Stored update 10300 of 50000 -2 * Loglike = 2042.798157 Actual update 10350 of 50000, Stored update 10350 of 50000 -2 * Loglike = 2024.668988 Actual update 10400 of 50000, Stored update 10400 of 50000 -2 * Loglike = 2014.045917 Actual update 10450 of 50000, Stored update 10450 of 50000 -2 * Loglike = 2019.236602 Actual update 10500 of 50000, Stored update 10500 of 50000 -2 * Loglike = 2053.508780 Actual update 10550 of 50000, Stored update 10550 of 50000 -2 * Loglike = 2041.829795 Actual update 10600 of 50000, Stored update 10600 of 50000 -2 * Loglike = 2044.957967 Actual update 10650 of 50000, Stored update 10650 of 50000 -2 * Loglike = 2024.465752 Actual update 10700 of 50000, Stored update 10700 of 50000 -2 * Loglike = 2032.660867 Actual update 10750 of 50000, Stored update 10750 of 50000 -2 * Loglike = 2033.100584 Actual update 10800 of 50000, Stored update 10800 of 50000 -2 * Loglike = 2008.179551 Actual update 10850 of 50000, Stored update 10850 of 50000 -2 * Loglike = 2038.387704 Actual update 10900 of 50000, Stored update 10900 of 50000 -2 * Loglike = 2042.842392 Actual update 10950 of 50000, Stored update 10950 of 50000 -2 * Loglike = 2020.769354 Actual update 11000 of 50000, Stored update 11000 of 50000 -2 * Loglike = 2018.001919 Actual update 11050 of 50000, Stored update 11050 of 50000 -2 * Loglike = 2018.242323 Actual update 11100 of 50000, Stored update 11100 of 50000 -2 * Loglike = 2024.929274 Actual update 11150 of 50000, Stored update 11150 of 50000 -2 * Loglike = 2033.926675 Actual update 11200 of 50000, Stored update 11200 of 50000 -2 * Loglike = 2028.140673 Actual update 11250 of 50000, Stored update 11250 of 50000 -2 * Loglike = 2025.018721 Actual update 11300 of 50000, Stored update 11300 of 50000 -2 * Loglike = 2019.643082 Actual update 11350 of 50000, Stored update 11350 of 50000 -2 * Loglike = 2043.228258 Actual update 11400 of 50000, Stored update 11400 of 50000 -2 * Loglike = 2014.858845 Actual update 11450 of 50000, Stored update 11450 of 50000 -2 * Loglike = 2052.841729 Actual update 11500 of 50000, Stored update 11500 of 50000 -2 * Loglike = 2046.492614 Actual update 11550 of 50000, Stored update 11550 of 50000 -2 * Loglike = 2040.158375 Actual update 11600 of 50000, Stored update 11600 of 50000 -2 * Loglike = 2033.436957 Actual update 11650 of 50000, Stored update 11650 of 50000 -2 * Loglike = 2017.385509 Actual update 11700 of 50000, Stored update 11700 of 50000 -2 * Loglike = 2028.222133 Actual update 11750 of 50000, Stored update 11750 of 50000 -2 * Loglike = 2063.322423 Actual update 11800 of 50000, Stored update 11800 of 50000 -2 * Loglike = 2028.353537 Actual update 11850 of 50000, Stored update 11850 of 50000 -2 * Loglike = 2039.234771 Actual update 11900 of 50000, Stored update 11900 of 50000 -2 * Loglike = 2014.358465 Actual update 11950 of 50000, Stored update 11950 of 50000 -2 * Loglike = 2042.927264 Actual update 12000 of 50000, Stored update 12000 of 50000 -2 * Loglike = 2027.999142 Actual update 12050 of 50000, Stored update 12050 of 50000 -2 * Loglike = 2024.903372 Actual update 12100 of 50000, Stored update 12100 of 50000 -2 * Loglike = 2023.548677 Actual update 12150 of 50000, Stored update 12150 of 50000 -2 * Loglike = 2005.899569 Actual update 12200 of 50000, Stored update 12200 of 50000 -2 * Loglike = 2041.695296 Actual update 12250 of 50000, Stored update 12250 of 50000 -2 * Loglike = 2029.515148 Actual update 12300 of 50000, Stored update 12300 of 50000 -2 * Loglike = 2028.398153 Actual update 12350 of 50000, Stored update 12350 of 50000 -2 * Loglike = 2024.339263 Actual update 12400 of 50000, Stored update 12400 of 50000 -2 * Loglike = 2020.647310 Actual update 12450 of 50000, Stored update 12450 of 50000 -2 * Loglike = 2053.294472 Actual update 12500 of 50000, Stored update 12500 of 50000 -2 * Loglike = 2029.743725 Actual update 12550 of 50000, Stored update 12550 of 50000 -2 * Loglike = 2031.144040 Actual update 12600 of 50000, Stored update 12600 of 50000 -2 * Loglike = 2022.704793 Actual update 12650 of 50000, Stored update 12650 of 50000 -2 * Loglike = 2039.393201 Actual update 12700 of 50000, Stored update 12700 of 50000 -2 * Loglike = 2007.878337 Actual update 12750 of 50000, Stored update 12750 of 50000 -2 * Loglike = 2057.209216 Actual update 12800 of 50000, Stored update 12800 of 50000 -2 * Loglike = 2038.051121 Actual update 12850 of 50000, Stored update 12850 of 50000 -2 * Loglike = 2028.991514 Actual update 12900 of 50000, Stored update 12900 of 50000 -2 * Loglike = 2023.403834 Actual update 12950 of 50000, Stored update 12950 of 50000 -2 * Loglike = 2010.794121 Actual update 13000 of 50000, Stored update 13000 of 50000 -2 * Loglike = 2014.815475 Actual update 13050 of 50000, Stored update 13050 of 50000 -2 * Loglike = 2021.174012 Actual update 13100 of 50000, Stored update 13100 of 50000 -2 * Loglike = 2028.665498 Actual update 13150 of 50000, Stored update 13150 of 50000 -2 * Loglike = 2036.884852 Actual update 13200 of 50000, Stored update 13200 of 50000 -2 * Loglike = 2029.155553 Actual update 13250 of 50000, Stored update 13250 of 50000 -2 * Loglike = 2028.219938 Actual update 13300 of 50000, Stored update 13300 of 50000 -2 * Loglike = 2034.732448 Actual update 13350 of 50000, Stored update 13350 of 50000 -2 * Loglike = 2020.464795 Actual update 13400 of 50000, Stored update 13400 of 50000 -2 * Loglike = 2040.527815 Actual update 13450 of 50000, Stored update 13450 of 50000 -2 * Loglike = 2037.995255 Actual update 13500 of 50000, Stored update 13500 of 50000 -2 * Loglike = 2032.570093 Actual update 13550 of 50000, Stored update 13550 of 50000 -2 * Loglike = 2040.304626 Actual update 13600 of 50000, Stored update 13600 of 50000 -2 * Loglike = 2049.013521 Actual update 13650 of 50000, Stored update 13650 of 50000 -2 * Loglike = 2046.759961 Actual update 13700 of 50000, Stored update 13700 of 50000 -2 * Loglike = 2035.493207 Actual update 13750 of 50000, Stored update 13750 of 50000 -2 * Loglike = 2034.766661 Actual update 13800 of 50000, Stored update 13800 of 50000 -2 * Loglike = 2016.886359 Actual update 13850 of 50000, Stored update 13850 of 50000 -2 * Loglike = 2018.594394 Actual update 13900 of 50000, Stored update 13900 of 50000 -2 * Loglike = 2032.673267 Actual update 13950 of 50000, Stored update 13950 of 50000 -2 * Loglike = 2024.475716 Actual update 14000 of 50000, Stored update 14000 of 50000 -2 * Loglike = 2044.090497 Actual update 14050 of 50000, Stored update 14050 of 50000 -2 * Loglike = 2045.915737 Actual update 14100 of 50000, Stored update 14100 of 50000 -2 * Loglike = 2022.382931 Actual update 14150 of 50000, Stored update 14150 of 50000 -2 * Loglike = 2032.474789 Actual update 14200 of 50000, Stored update 14200 of 50000 -2 * Loglike = 2045.350948 Actual update 14250 of 50000, Stored update 14250 of 50000 -2 * Loglike = 2032.140136 Actual update 14300 of 50000, Stored update 14300 of 50000 -2 * Loglike = 2000.249110 Actual update 14350 of 50000, Stored update 14350 of 50000 -2 * Loglike = 2024.868628 Actual update 14400 of 50000, Stored update 14400 of 50000 -2 * Loglike = 2026.235363 Actual update 14450 of 50000, Stored update 14450 of 50000 -2 * Loglike = 2005.763827 Actual update 14500 of 50000, Stored update 14500 of 50000 -2 * Loglike = 2020.380844 Actual update 14550 of 50000, Stored update 14550 of 50000 -2 * Loglike = 2021.797933 Actual update 14600 of 50000, Stored update 14600 of 50000 -2 * Loglike = 2024.573236 Actual update 14650 of 50000, Stored update 14650 of 50000 -2 * Loglike = 2015.082504 Actual update 14700 of 50000, Stored update 14700 of 50000 -2 * Loglike = 2030.018070 Actual update 14750 of 50000, Stored update 14750 of 50000 -2 * Loglike = 2041.026469 Actual update 14800 of 50000, Stored update 14800 of 50000 -2 * Loglike = 2005.620247 Actual update 14850 of 50000, Stored update 14850 of 50000 -2 * Loglike = 2028.561738 Actual update 14900 of 50000, Stored update 14900 of 50000 -2 * Loglike = 2045.655869 Actual update 14950 of 50000, Stored update 14950 of 50000 -2 * Loglike = 2015.621672 Actual update 15000 of 50000, Stored update 15000 of 50000 -2 * Loglike = 2036.764633 Actual update 15050 of 50000, Stored update 15050 of 50000 -2 * Loglike = 2024.029407 Actual update 15100 of 50000, Stored update 15100 of 50000 -2 * Loglike = 2023.970424 Actual update 15150 of 50000, Stored update 15150 of 50000 -2 * Loglike = 2013.122193 Actual update 15200 of 50000, Stored update 15200 of 50000 -2 * Loglike = 2027.568065 Actual update 15250 of 50000, Stored update 15250 of 50000 -2 * Loglike = 2015.511750 Actual update 15300 of 50000, Stored update 15300 of 50000 -2 * Loglike = 2061.891371 Actual update 15350 of 50000, Stored update 15350 of 50000 -2 * Loglike = 2052.058777 Actual update 15400 of 50000, Stored update 15400 of 50000 -2 * Loglike = 2022.097398 Actual update 15450 of 50000, Stored update 15450 of 50000 -2 * Loglike = 2026.384973 Actual update 15500 of 50000, Stored update 15500 of 50000 -2 * Loglike = 2010.827896 Actual update 15550 of 50000, Stored update 15550 of 50000 -2 * Loglike = 2026.397319 Actual update 15600 of 50000, Stored update 15600 of 50000 -2 * Loglike = 2032.795854 Actual update 15650 of 50000, Stored update 15650 of 50000 -2 * Loglike = 2044.419051 Actual update 15700 of 50000, Stored update 15700 of 50000 -2 * Loglike = 2016.678233 Actual update 15750 of 50000, Stored update 15750 of 50000 -2 * Loglike = 2026.630226 Actual update 15800 of 50000, Stored update 15800 of 50000 -2 * Loglike = 2024.898545 Actual update 15850 of 50000, Stored update 15850 of 50000 -2 * Loglike = 2002.589984 Actual update 15900 of 50000, Stored update 15900 of 50000 -2 * Loglike = 2012.705290 Actual update 15950 of 50000, Stored update 15950 of 50000 -2 * Loglike = 2024.205584 Actual update 16000 of 50000, Stored update 16000 of 50000 -2 * Loglike = 2018.427985 Actual update 16050 of 50000, Stored update 16050 of 50000 -2 * Loglike = 2052.038321 Actual update 16100 of 50000, Stored update 16100 of 50000 -2 * Loglike = 2021.372884 Actual update 16150 of 50000, Stored update 16150 of 50000 -2 * Loglike = 2031.862127 Actual update 16200 of 50000, Stored update 16200 of 50000 -2 * Loglike = 2041.584938 Actual update 16250 of 50000, Stored update 16250 of 50000 -2 * Loglike = 2026.342806 Actual update 16300 of 50000, Stored update 16300 of 50000 -2 * Loglike = 2044.451066 Actual update 16350 of 50000, Stored update 16350 of 50000 -2 * Loglike = 2037.373103 Actual update 16400 of 50000, Stored update 16400 of 50000 -2 * Loglike = 2024.507402 Actual update 16450 of 50000, Stored update 16450 of 50000 -2 * Loglike = 2012.886368 Actual update 16500 of 50000, Stored update 16500 of 50000 -2 * Loglike = 2039.803957 Actual update 16550 of 50000, Stored update 16550 of 50000 -2 * Loglike = 2025.019152 Actual update 16600 of 50000, Stored update 16600 of 50000 -2 * Loglike = 2029.698805 Actual update 16650 of 50000, Stored update 16650 of 50000 -2 * Loglike = 2029.433650 Actual update 16700 of 50000, Stored update 16700 of 50000 -2 * Loglike = 2021.263437 Actual update 16750 of 50000, Stored update 16750 of 50000 -2 * Loglike = 2007.778189 Actual update 16800 of 50000, Stored update 16800 of 50000 -2 * Loglike = 2031.594479 Actual update 16850 of 50000, Stored update 16850 of 50000 -2 * Loglike = 2028.298700 Actual update 16900 of 50000, Stored update 16900 of 50000 -2 * Loglike = 2014.079036 Actual update 16950 of 50000, Stored update 16950 of 50000 -2 * Loglike = 2024.046503 Actual update 17000 of 50000, Stored update 17000 of 50000 -2 * Loglike = 2033.012481 Actual update 17050 of 50000, Stored update 17050 of 50000 -2 * Loglike = 2040.640320 Actual update 17100 of 50000, Stored update 17100 of 50000 -2 * Loglike = 2017.507066 Actual update 17150 of 50000, Stored update 17150 of 50000 -2 * Loglike = 2036.288280 Actual update 17200 of 50000, Stored update 17200 of 50000 -2 * Loglike = 2033.817743 Actual update 17250 of 50000, Stored update 17250 of 50000 -2 * Loglike = 2027.539730 Actual update 17300 of 50000, Stored update 17300 of 50000 -2 * Loglike = 2030.444638 Actual update 17350 of 50000, Stored update 17350 of 50000 -2 * Loglike = 2042.299567 Actual update 17400 of 50000, Stored update 17400 of 50000 -2 * Loglike = 2010.473815 Actual update 17450 of 50000, Stored update 17450 of 50000 -2 * Loglike = 2015.489173 Actual update 17500 of 50000, Stored update 17500 of 50000 -2 * Loglike = 2006.878533 Actual update 17550 of 50000, Stored update 17550 of 50000 -2 * Loglike = 2015.833229 Actual update 17600 of 50000, Stored update 17600 of 50000 -2 * Loglike = 2003.539276 Actual update 17650 of 50000, Stored update 17650 of 50000 -2 * Loglike = 2044.627961 Actual update 17700 of 50000, Stored update 17700 of 50000 -2 * Loglike = 2011.712161 Actual update 17750 of 50000, Stored update 17750 of 50000 -2 * Loglike = 2018.796578 Actual update 17800 of 50000, Stored update 17800 of 50000 -2 * Loglike = 2026.790019 Actual update 17850 of 50000, Stored update 17850 of 50000 -2 * Loglike = 2025.580355 Actual update 17900 of 50000, Stored update 17900 of 50000 -2 * Loglike = 2032.369899 Actual update 17950 of 50000, Stored update 17950 of 50000 -2 * Loglike = 2025.981070 Actual update 18000 of 50000, Stored update 18000 of 50000 -2 * Loglike = 2028.685034 Actual update 18050 of 50000, Stored update 18050 of 50000 -2 * Loglike = 2015.485734 Actual update 18100 of 50000, Stored update 18100 of 50000 -2 * Loglike = 2028.191094 Actual update 18150 of 50000, Stored update 18150 of 50000 -2 * Loglike = 2010.924902 Actual update 18200 of 50000, Stored update 18200 of 50000 -2 * Loglike = 2030.144180 Actual update 18250 of 50000, Stored update 18250 of 50000 -2 * Loglike = 2035.868738 Actual update 18300 of 50000, Stored update 18300 of 50000 -2 * Loglike = 2030.626808 Actual update 18350 of 50000, Stored update 18350 of 50000 -2 * Loglike = 2023.311218 Actual update 18400 of 50000, Stored update 18400 of 50000 -2 * Loglike = 2020.704139 Actual update 18450 of 50000, Stored update 18450 of 50000 -2 * Loglike = 2017.971020 Actual update 18500 of 50000, Stored update 18500 of 50000 -2 * Loglike = 2033.046034 Actual update 18550 of 50000, Stored update 18550 of 50000 -2 * Loglike = 2029.256489 Actual update 18600 of 50000, Stored update 18600 of 50000 -2 * Loglike = 2038.353681 Actual update 18650 of 50000, Stored update 18650 of 50000 -2 * Loglike = 2030.966937 Actual update 18700 of 50000, Stored update 18700 of 50000 -2 * Loglike = 2032.692082 Actual update 18750 of 50000, Stored update 18750 of 50000 -2 * Loglike = 2050.698905 Actual update 18800 of 50000, Stored update 18800 of 50000 -2 * Loglike = 2025.567449 Actual update 18850 of 50000, Stored update 18850 of 50000 -2 * Loglike = 2015.524113 Actual update 18900 of 50000, Stored update 18900 of 50000 -2 * Loglike = 2035.082963 Actual update 18950 of 50000, Stored update 18950 of 50000 -2 * Loglike = 2018.141731 Actual update 19000 of 50000, Stored update 19000 of 50000 -2 * Loglike = 2030.570783 Actual update 19050 of 50000, Stored update 19050 of 50000 -2 * Loglike = 2028.271157 Actual update 19100 of 50000, Stored update 19100 of 50000 -2 * Loglike = 2073.203994 Actual update 19150 of 50000, Stored update 19150 of 50000 -2 * Loglike = 2022.343354 Actual update 19200 of 50000, Stored update 19200 of 50000 -2 * Loglike = 2023.950658 Actual update 19250 of 50000, Stored update 19250 of 50000 -2 * Loglike = 2017.292249 Actual update 19300 of 50000, Stored update 19300 of 50000 -2 * Loglike = 2033.572729 Actual update 19350 of 50000, Stored update 19350 of 50000 -2 * Loglike = 2043.918904 Actual update 19400 of 50000, Stored update 19400 of 50000 -2 * Loglike = 2041.014318 Actual update 19450 of 50000, Stored update 19450 of 50000 -2 * Loglike = 2022.367496 Actual update 19500 of 50000, Stored update 19500 of 50000 -2 * Loglike = 2042.807075 Actual update 19550 of 50000, Stored update 19550 of 50000 -2 * Loglike = 2036.802100 Actual update 19600 of 50000, Stored update 19600 of 50000 -2 * Loglike = 2028.233594 Actual update 19650 of 50000, Stored update 19650 of 50000 -2 * Loglike = 2029.100236 Actual update 19700 of 50000, Stored update 19700 of 50000 -2 * Loglike = 2031.440690 Actual update 19750 of 50000, Stored update 19750 of 50000 -2 * Loglike = 2025.933665 Actual update 19800 of 50000, Stored update 19800 of 50000 -2 * Loglike = 2027.153610 Actual update 19850 of 50000, Stored update 19850 of 50000 -2 * Loglike = 2027.223613 Actual update 19900 of 50000, Stored update 19900 of 50000 -2 * Loglike = 2010.079286 Actual update 19950 of 50000, Stored update 19950 of 50000 -2 * Loglike = 2032.804117 Actual update 20000 of 50000, Stored update 20000 of 50000 -2 * Loglike = 2045.343974 Actual update 20050 of 50000, Stored update 20050 of 50000 -2 * Loglike = 2012.580056 Actual update 20100 of 50000, Stored update 20100 of 50000 -2 * Loglike = 2023.675587 Actual update 20150 of 50000, Stored update 20150 of 50000 -2 * Loglike = 2011.761449 Actual update 20200 of 50000, Stored update 20200 of 50000 -2 * Loglike = 2022.235493 Actual update 20250 of 50000, Stored update 20250 of 50000 -2 * Loglike = 2034.631668 Actual update 20300 of 50000, Stored update 20300 of 50000 -2 * Loglike = 2012.215782 Actual update 20350 of 50000, Stored update 20350 of 50000 -2 * Loglike = 2031.293454 Actual update 20400 of 50000, Stored update 20400 of 50000 -2 * Loglike = 2029.779342 Actual update 20450 of 50000, Stored update 20450 of 50000 -2 * Loglike = 2011.205413 Actual update 20500 of 50000, Stored update 20500 of 50000 -2 * Loglike = 2028.264123 Actual update 20550 of 50000, Stored update 20550 of 50000 -2 * Loglike = 2035.797993 Actual update 20600 of 50000, Stored update 20600 of 50000 -2 * Loglike = 2028.646345 Actual update 20650 of 50000, Stored update 20650 of 50000 -2 * Loglike = 2032.842498 Actual update 20700 of 50000, Stored update 20700 of 50000 -2 * Loglike = 2018.464255 Actual update 20750 of 50000, Stored update 20750 of 50000 -2 * Loglike = 2029.637817 Actual update 20800 of 50000, Stored update 20800 of 50000 -2 * Loglike = 2010.747410 Actual update 20850 of 50000, Stored update 20850 of 50000 -2 * Loglike = 2036.009889 Actual update 20900 of 50000, Stored update 20900 of 50000 -2 * Loglike = 2048.480740 Actual update 20950 of 50000, Stored update 20950 of 50000 -2 * Loglike = 2043.938703 Actual update 21000 of 50000, Stored update 21000 of 50000 -2 * Loglike = 2010.905043 Actual update 21050 of 50000, Stored update 21050 of 50000 -2 * Loglike = 2029.510544 Actual update 21100 of 50000, Stored update 21100 of 50000 -2 * Loglike = 2032.112017 Actual update 21150 of 50000, Stored update 21150 of 50000 -2 * Loglike = 2030.319674 Actual update 21200 of 50000, Stored update 21200 of 50000 -2 * Loglike = 2043.107987 Actual update 21250 of 50000, Stored update 21250 of 50000 -2 * Loglike = 2043.506695 Actual update 21300 of 50000, Stored update 21300 of 50000 -2 * Loglike = 2014.678026 Actual update 21350 of 50000, Stored update 21350 of 50000 -2 * Loglike = 2026.398201 Actual update 21400 of 50000, Stored update 21400 of 50000 -2 * Loglike = 2038.877553 Actual update 21450 of 50000, Stored update 21450 of 50000 -2 * Loglike = 2014.324467 Actual update 21500 of 50000, Stored update 21500 of 50000 -2 * Loglike = 2028.306270 Actual update 21550 of 50000, Stored update 21550 of 50000 -2 * Loglike = 2016.882874 Actual update 21600 of 50000, Stored update 21600 of 50000 -2 * Loglike = 2025.657832 Actual update 21650 of 50000, Stored update 21650 of 50000 -2 * Loglike = 2023.534621 Actual update 21700 of 50000, Stored update 21700 of 50000 -2 * Loglike = 2033.324165 Actual update 21750 of 50000, Stored update 21750 of 50000 -2 * Loglike = 2023.160564 Actual update 21800 of 50000, Stored update 21800 of 50000 -2 * Loglike = 2023.982310 Actual update 21850 of 50000, Stored update 21850 of 50000 -2 * Loglike = 2029.637034 Actual update 21900 of 50000, Stored update 21900 of 50000 -2 * Loglike = 2039.244180 Actual update 21950 of 50000, Stored update 21950 of 50000 -2 * Loglike = 2045.679495 Actual update 22000 of 50000, Stored update 22000 of 50000 -2 * Loglike = 2039.052851 Actual update 22050 of 50000, Stored update 22050 of 50000 -2 * Loglike = 2038.172959 Actual update 22100 of 50000, Stored update 22100 of 50000 -2 * Loglike = 2023.866321 Actual update 22150 of 50000, Stored update 22150 of 50000 -2 * Loglike = 2056.246356 Actual update 22200 of 50000, Stored update 22200 of 50000 -2 * Loglike = 2035.791024 Actual update 22250 of 50000, Stored update 22250 of 50000 -2 * Loglike = 2028.640679 Actual update 22300 of 50000, Stored update 22300 of 50000 -2 * Loglike = 2022.247904 Actual update 22350 of 50000, Stored update 22350 of 50000 -2 * Loglike = 2011.214393 Actual update 22400 of 50000, Stored update 22400 of 50000 -2 * Loglike = 2041.799725 Actual update 22450 of 50000, Stored update 22450 of 50000 -2 * Loglike = 2033.514835 Actual update 22500 of 50000, Stored update 22500 of 50000 -2 * Loglike = 2021.538267 Actual update 22550 of 50000, Stored update 22550 of 50000 -2 * Loglike = 2042.619400 Actual update 22600 of 50000, Stored update 22600 of 50000 -2 * Loglike = 2039.975629 Actual update 22650 of 50000, Stored update 22650 of 50000 -2 * Loglike = 2027.533137 Actual update 22700 of 50000, Stored update 22700 of 50000 -2 * Loglike = 2021.188993 Actual update 22750 of 50000, Stored update 22750 of 50000 -2 * Loglike = 2016.865784 Actual update 22800 of 50000, Stored update 22800 of 50000 -2 * Loglike = 2034.598021 Actual update 22850 of 50000, Stored update 22850 of 50000 -2 * Loglike = 2023.088965 Actual update 22900 of 50000, Stored update 22900 of 50000 -2 * Loglike = 2016.338819 Actual update 22950 of 50000, Stored update 22950 of 50000 -2 * Loglike = 2021.095726 Actual update 23000 of 50000, Stored update 23000 of 50000 -2 * Loglike = 2026.081261 Actual update 23050 of 50000, Stored update 23050 of 50000 -2 * Loglike = 2036.245808 Actual update 23100 of 50000, Stored update 23100 of 50000 -2 * Loglike = 2045.798985 Actual update 23150 of 50000, Stored update 23150 of 50000 -2 * Loglike = 2030.569444 Actual update 23200 of 50000, Stored update 23200 of 50000 -2 * Loglike = 2071.285025 Actual update 23250 of 50000, Stored update 23250 of 50000 -2 * Loglike = 2022.228170 Actual update 23300 of 50000, Stored update 23300 of 50000 -2 * Loglike = 2034.506215 Actual update 23350 of 50000, Stored update 23350 of 50000 -2 * Loglike = 2024.257727 Actual update 23400 of 50000, Stored update 23400 of 50000 -2 * Loglike = 2031.996671 Actual update 23450 of 50000, Stored update 23450 of 50000 -2 * Loglike = 2006.307405 Actual update 23500 of 50000, Stored update 23500 of 50000 -2 * Loglike = 2022.657867 Actual update 23550 of 50000, Stored update 23550 of 50000 -2 * Loglike = 2031.859463 Actual update 23600 of 50000, Stored update 23600 of 50000 -2 * Loglike = 2041.701330 Actual update 23650 of 50000, Stored update 23650 of 50000 -2 * Loglike = 2029.591033 Actual update 23700 of 50000, Stored update 23700 of 50000 -2 * Loglike = 2005.739371 Actual update 23750 of 50000, Stored update 23750 of 50000 -2 * Loglike = 2048.587026 Actual update 23800 of 50000, Stored update 23800 of 50000 -2 * Loglike = 2028.218288 Actual update 23850 of 50000, Stored update 23850 of 50000 -2 * Loglike = 2024.992798 Actual update 23900 of 50000, Stored update 23900 of 50000 -2 * Loglike = 2035.684727 Actual update 23950 of 50000, Stored update 23950 of 50000 -2 * Loglike = 2027.803814 Actual update 24000 of 50000, Stored update 24000 of 50000 -2 * Loglike = 2023.428355 Actual update 24050 of 50000, Stored update 24050 of 50000 -2 * Loglike = 2022.275251 Actual update 24100 of 50000, Stored update 24100 of 50000 -2 * Loglike = 2024.028481 Actual update 24150 of 50000, Stored update 24150 of 50000 -2 * Loglike = 2030.520148 Actual update 24200 of 50000, Stored update 24200 of 50000 -2 * Loglike = 2027.894653 Actual update 24250 of 50000, Stored update 24250 of 50000 -2 * Loglike = 2020.667835 Actual update 24300 of 50000, Stored update 24300 of 50000 -2 * Loglike = 2041.188528 Actual update 24350 of 50000, Stored update 24350 of 50000 -2 * Loglike = 2027.201033 Actual update 24400 of 50000, Stored update 24400 of 50000 -2 * Loglike = 2036.961030 Actual update 24450 of 50000, Stored update 24450 of 50000 -2 * Loglike = 2026.637732 Actual update 24500 of 50000, Stored update 24500 of 50000 -2 * Loglike = 2035.636410 Actual update 24550 of 50000, Stored update 24550 of 50000 -2 * Loglike = 2004.741550 Actual update 24600 of 50000, Stored update 24600 of 50000 -2 * Loglike = 2038.422701 Actual update 24650 of 50000, Stored update 24650 of 50000 -2 * Loglike = 2028.391337 Actual update 24700 of 50000, Stored update 24700 of 50000 -2 * Loglike = 2026.190090 Actual update 24750 of 50000, Stored update 24750 of 50000 -2 * Loglike = 2011.630913 Actual update 24800 of 50000, Stored update 24800 of 50000 -2 * Loglike = 2014.925833 Actual update 24850 of 50000, Stored update 24850 of 50000 -2 * Loglike = 2010.842536 Actual update 24900 of 50000, Stored update 24900 of 50000 -2 * Loglike = 2017.627025 Actual update 24950 of 50000, Stored update 24950 of 50000 -2 * Loglike = 2022.962227 Actual update 25000 of 50000, Stored update 25000 of 50000 -2 * Loglike = 2011.690510 Actual update 25050 of 50000, Stored update 25050 of 50000 -2 * Loglike = 2017.523215 Actual update 25100 of 50000, Stored update 25100 of 50000 -2 * Loglike = 2035.868808 Actual update 25150 of 50000, Stored update 25150 of 50000 -2 * Loglike = 2037.078162 Actual update 25200 of 50000, Stored update 25200 of 50000 -2 * Loglike = 2041.618285 Actual update 25250 of 50000, Stored update 25250 of 50000 -2 * Loglike = 2040.310978 Actual update 25300 of 50000, Stored update 25300 of 50000 -2 * Loglike = 2034.641555 Actual update 25350 of 50000, Stored update 25350 of 50000 -2 * Loglike = 2025.119851 Actual update 25400 of 50000, Stored update 25400 of 50000 -2 * Loglike = 2017.265677 Actual update 25450 of 50000, Stored update 25450 of 50000 -2 * Loglike = 2021.003010 Actual update 25500 of 50000, Stored update 25500 of 50000 -2 * Loglike = 2016.137543 Actual update 25550 of 50000, Stored update 25550 of 50000 -2 * Loglike = 2037.824286 Actual update 25600 of 50000, Stored update 25600 of 50000 -2 * Loglike = 2021.468255 Actual update 25650 of 50000, Stored update 25650 of 50000 -2 * Loglike = 2020.504004 Actual update 25700 of 50000, Stored update 25700 of 50000 -2 * Loglike = 2009.276017 Actual update 25750 of 50000, Stored update 25750 of 50000 -2 * Loglike = 2010.899479 Actual update 25800 of 50000, Stored update 25800 of 50000 -2 * Loglike = 2009.269376 Actual update 25850 of 50000, Stored update 25850 of 50000 -2 * Loglike = 2021.335006 Actual update 25900 of 50000, Stored update 25900 of 50000 -2 * Loglike = 2015.533821 Actual update 25950 of 50000, Stored update 25950 of 50000 -2 * Loglike = 2018.643873 Actual update 26000 of 50000, Stored update 26000 of 50000 -2 * Loglike = 2046.862782 Actual update 26050 of 50000, Stored update 26050 of 50000 -2 * Loglike = 2024.587086 Actual update 26100 of 50000, Stored update 26100 of 50000 -2 * Loglike = 2004.937860 Actual update 26150 of 50000, Stored update 26150 of 50000 -2 * Loglike = 2014.632952 Actual update 26200 of 50000, Stored update 26200 of 50000 -2 * Loglike = 2038.445915 Actual update 26250 of 50000, Stored update 26250 of 50000 -2 * Loglike = 2051.041726 Actual update 26300 of 50000, Stored update 26300 of 50000 -2 * Loglike = 2024.765509 Actual update 26350 of 50000, Stored update 26350 of 50000 -2 * Loglike = 2041.890186 Actual update 26400 of 50000, Stored update 26400 of 50000 -2 * Loglike = 2022.059433 Actual update 26450 of 50000, Stored update 26450 of 50000 -2 * Loglike = 2017.902343 Actual update 26500 of 50000, Stored update 26500 of 50000 -2 * Loglike = 2014.203309 Actual update 26550 of 50000, Stored update 26550 of 50000 -2 * Loglike = 2028.209173 Actual update 26600 of 50000, Stored update 26600 of 50000 -2 * Loglike = 2020.859832 Actual update 26650 of 50000, Stored update 26650 of 50000 -2 * Loglike = 2039.970333 Actual update 26700 of 50000, Stored update 26700 of 50000 -2 * Loglike = 2020.900204 Actual update 26750 of 50000, Stored update 26750 of 50000 -2 * Loglike = 2043.063757 Actual update 26800 of 50000, Stored update 26800 of 50000 -2 * Loglike = 2038.936026 Actual update 26850 of 50000, Stored update 26850 of 50000 -2 * Loglike = 2061.286858 Actual update 26900 of 50000, Stored update 26900 of 50000 -2 * Loglike = 2029.378310 Actual update 26950 of 50000, Stored update 26950 of 50000 -2 * Loglike = 2033.140324 Actual update 27000 of 50000, Stored update 27000 of 50000 -2 * Loglike = 2026.328980 Actual update 27050 of 50000, Stored update 27050 of 50000 -2 * Loglike = 2042.626064 Actual update 27100 of 50000, Stored update 27100 of 50000 -2 * Loglike = 2029.644980 Actual update 27150 of 50000, Stored update 27150 of 50000 -2 * Loglike = 2030.742151 Actual update 27200 of 50000, Stored update 27200 of 50000 -2 * Loglike = 2028.064974 Actual update 27250 of 50000, Stored update 27250 of 50000 -2 * Loglike = 2010.725349 Actual update 27300 of 50000, Stored update 27300 of 50000 -2 * Loglike = 2013.319446 Actual update 27350 of 50000, Stored update 27350 of 50000 -2 * Loglike = 2037.877812 Actual update 27400 of 50000, Stored update 27400 of 50000 -2 * Loglike = 2028.497533 Actual update 27450 of 50000, Stored update 27450 of 50000 -2 * Loglike = 2024.886557 Actual update 27500 of 50000, Stored update 27500 of 50000 -2 * Loglike = 2015.412895 Actual update 27550 of 50000, Stored update 27550 of 50000 -2 * Loglike = 2010.370411 Actual update 27600 of 50000, Stored update 27600 of 50000 -2 * Loglike = 2019.675310 Actual update 27650 of 50000, Stored update 27650 of 50000 -2 * Loglike = 2039.701096 Actual update 27700 of 50000, Stored update 27700 of 50000 -2 * Loglike = 2016.441974 Actual update 27750 of 50000, Stored update 27750 of 50000 -2 * Loglike = 2019.610427 Actual update 27800 of 50000, Stored update 27800 of 50000 -2 * Loglike = 2017.470052 Actual update 27850 of 50000, Stored update 27850 of 50000 -2 * Loglike = 2013.879014 Actual update 27900 of 50000, Stored update 27900 of 50000 -2 * Loglike = 2028.582559 Actual update 27950 of 50000, Stored update 27950 of 50000 -2 * Loglike = 2015.575946 Actual update 28000 of 50000, Stored update 28000 of 50000 -2 * Loglike = 2012.354794 Actual update 28050 of 50000, Stored update 28050 of 50000 -2 * Loglike = 2010.715506 Actual update 28100 of 50000, Stored update 28100 of 50000 -2 * Loglike = 2015.194540 Actual update 28150 of 50000, Stored update 28150 of 50000 -2 * Loglike = 2019.582475 Actual update 28200 of 50000, Stored update 28200 of 50000 -2 * Loglike = 2027.603064 Actual update 28250 of 50000, Stored update 28250 of 50000 -2 * Loglike = 2043.138514 Actual update 28300 of 50000, Stored update 28300 of 50000 -2 * Loglike = 2004.981498 Actual update 28350 of 50000, Stored update 28350 of 50000 -2 * Loglike = 2035.215543 Actual update 28400 of 50000, Stored update 28400 of 50000 -2 * Loglike = 2053.624153 Actual update 28450 of 50000, Stored update 28450 of 50000 -2 * Loglike = 2027.076540 Actual update 28500 of 50000, Stored update 28500 of 50000 -2 * Loglike = 2046.437093 Actual update 28550 of 50000, Stored update 28550 of 50000 -2 * Loglike = 2047.150573 Actual update 28600 of 50000, Stored update 28600 of 50000 -2 * Loglike = 2030.260616 Actual update 28650 of 50000, Stored update 28650 of 50000 -2 * Loglike = 2038.597970 Actual update 28700 of 50000, Stored update 28700 of 50000 -2 * Loglike = 2042.739422 Actual update 28750 of 50000, Stored update 28750 of 50000 -2 * Loglike = 2034.653281 Actual update 28800 of 50000, Stored update 28800 of 50000 -2 * Loglike = 2023.696016 Actual update 28850 of 50000, Stored update 28850 of 50000 -2 * Loglike = 2034.300287 Actual update 28900 of 50000, Stored update 28900 of 50000 -2 * Loglike = 2016.615604 Actual update 28950 of 50000, Stored update 28950 of 50000 -2 * Loglike = 2034.997047 Actual update 29000 of 50000, Stored update 29000 of 50000 -2 * Loglike = 2016.753260 Actual update 29050 of 50000, Stored update 29050 of 50000 -2 * Loglike = 2047.078403 Actual update 29100 of 50000, Stored update 29100 of 50000 -2 * Loglike = 2030.109929 Actual update 29150 of 50000, Stored update 29150 of 50000 -2 * Loglike = 2026.312319 Actual update 29200 of 50000, Stored update 29200 of 50000 -2 * Loglike = 2019.830394 Actual update 29250 of 50000, Stored update 29250 of 50000 -2 * Loglike = 2027.980908 Actual update 29300 of 50000, Stored update 29300 of 50000 -2 * Loglike = 1994.824223 Actual update 29350 of 50000, Stored update 29350 of 50000 -2 * Loglike = 2017.874505 Actual update 29400 of 50000, Stored update 29400 of 50000 -2 * Loglike = 2025.814362 Actual update 29450 of 50000, Stored update 29450 of 50000 -2 * Loglike = 2018.629342 Actual update 29500 of 50000, Stored update 29500 of 50000 -2 * Loglike = 2032.459893 Actual update 29550 of 50000, Stored update 29550 of 50000 -2 * Loglike = 2037.440543 Actual update 29600 of 50000, Stored update 29600 of 50000 -2 * Loglike = 2019.054763 Actual update 29650 of 50000, Stored update 29650 of 50000 -2 * Loglike = 2068.412328 Actual update 29700 of 50000, Stored update 29700 of 50000 -2 * Loglike = 2046.665047 Actual update 29750 of 50000, Stored update 29750 of 50000 -2 * Loglike = 2053.005753 Actual update 29800 of 50000, Stored update 29800 of 50000 -2 * Loglike = 2041.146874 Actual update 29850 of 50000, Stored update 29850 of 50000 -2 * Loglike = 2014.139062 Actual update 29900 of 50000, Stored update 29900 of 50000 -2 * Loglike = 2023.694050 Actual update 29950 of 50000, Stored update 29950 of 50000 -2 * Loglike = 2014.394591 Actual update 30000 of 50000, Stored update 30000 of 50000 -2 * Loglike = 2005.525614 Actual update 30050 of 50000, Stored update 30050 of 50000 -2 * Loglike = 1998.343301 Actual update 30100 of 50000, Stored update 30100 of 50000 -2 * Loglike = 2035.206239 Actual update 30150 of 50000, Stored update 30150 of 50000 -2 * Loglike = 2018.870635 Actual update 30200 of 50000, Stored update 30200 of 50000 -2 * Loglike = 2018.503932 Actual update 30250 of 50000, Stored update 30250 of 50000 -2 * Loglike = 2035.341675 Actual update 30300 of 50000, Stored update 30300 of 50000 -2 * Loglike = 2032.064903 Actual update 30350 of 50000, Stored update 30350 of 50000 -2 * Loglike = 2020.226975 Actual update 30400 of 50000, Stored update 30400 of 50000 -2 * Loglike = 2028.411874 Actual update 30450 of 50000, Stored update 30450 of 50000 -2 * Loglike = 2023.991827 Actual update 30500 of 50000, Stored update 30500 of 50000 -2 * Loglike = 2041.326249 Actual update 30550 of 50000, Stored update 30550 of 50000 -2 * Loglike = 2028.168322 Actual update 30600 of 50000, Stored update 30600 of 50000 -2 * Loglike = 2026.332853 Actual update 30650 of 50000, Stored update 30650 of 50000 -2 * Loglike = 2037.803621 Actual update 30700 of 50000, Stored update 30700 of 50000 -2 * Loglike = 2022.987342 Actual update 30750 of 50000, Stored update 30750 of 50000 -2 * Loglike = 2020.774431 Actual update 30800 of 50000, Stored update 30800 of 50000 -2 * Loglike = 2044.493840 Actual update 30850 of 50000, Stored update 30850 of 50000 -2 * Loglike = 2029.391159 Actual update 30900 of 50000, Stored update 30900 of 50000 -2 * Loglike = 2048.858266 Actual update 30950 of 50000, Stored update 30950 of 50000 -2 * Loglike = 2033.192430 Actual update 31000 of 50000, Stored update 31000 of 50000 -2 * Loglike = 2018.273069 Actual update 31050 of 50000, Stored update 31050 of 50000 -2 * Loglike = 2023.756428 Actual update 31100 of 50000, Stored update 31100 of 50000 -2 * Loglike = 2033.262105 Actual update 31150 of 50000, Stored update 31150 of 50000 -2 * Loglike = 2028.640187 Actual update 31200 of 50000, Stored update 31200 of 50000 -2 * Loglike = 2020.661209 Actual update 31250 of 50000, Stored update 31250 of 50000 -2 * Loglike = 2036.655669 Actual update 31300 of 50000, Stored update 31300 of 50000 -2 * Loglike = 2042.382801 Actual update 31350 of 50000, Stored update 31350 of 50000 -2 * Loglike = 2032.296397 Actual update 31400 of 50000, Stored update 31400 of 50000 -2 * Loglike = 2029.453619 Actual update 31450 of 50000, Stored update 31450 of 50000 -2 * Loglike = 2014.065543 Actual update 31500 of 50000, Stored update 31500 of 50000 -2 * Loglike = 2025.084830 Actual update 31550 of 50000, Stored update 31550 of 50000 -2 * Loglike = 2023.998225 Actual update 31600 of 50000, Stored update 31600 of 50000 -2 * Loglike = 2038.354585 Actual update 31650 of 50000, Stored update 31650 of 50000 -2 * Loglike = 2020.450884 Actual update 31700 of 50000, Stored update 31700 of 50000 -2 * Loglike = 2026.155048 Actual update 31750 of 50000, Stored update 31750 of 50000 -2 * Loglike = 2027.889042 Actual update 31800 of 50000, Stored update 31800 of 50000 -2 * Loglike = 2021.262291 Actual update 31850 of 50000, Stored update 31850 of 50000 -2 * Loglike = 2031.930649 Actual update 31900 of 50000, Stored update 31900 of 50000 -2 * Loglike = 2021.769225 Actual update 31950 of 50000, Stored update 31950 of 50000 -2 * Loglike = 2018.305749 Actual update 32000 of 50000, Stored update 32000 of 50000 -2 * Loglike = 2054.354734 Actual update 32050 of 50000, Stored update 32050 of 50000 -2 * Loglike = 2024.675978 Actual update 32100 of 50000, Stored update 32100 of 50000 -2 * Loglike = 2044.031973 Actual update 32150 of 50000, Stored update 32150 of 50000 -2 * Loglike = 2025.465628 Actual update 32200 of 50000, Stored update 32200 of 50000 -2 * Loglike = 2022.029075 Actual update 32250 of 50000, Stored update 32250 of 50000 -2 * Loglike = 2032.630819 Actual update 32300 of 50000, Stored update 32300 of 50000 -2 * Loglike = 2036.816162 Actual update 32350 of 50000, Stored update 32350 of 50000 -2 * Loglike = 2030.599569 Actual update 32400 of 50000, Stored update 32400 of 50000 -2 * Loglike = 2037.408219 Actual update 32450 of 50000, Stored update 32450 of 50000 -2 * Loglike = 2025.482865 Actual update 32500 of 50000, Stored update 32500 of 50000 -2 * Loglike = 2031.386413 Actual update 32550 of 50000, Stored update 32550 of 50000 -2 * Loglike = 2038.123941 Actual update 32600 of 50000, Stored update 32600 of 50000 -2 * Loglike = 2027.683770 Actual update 32650 of 50000, Stored update 32650 of 50000 -2 * Loglike = 2037.728516 Actual update 32700 of 50000, Stored update 32700 of 50000 -2 * Loglike = 2028.759876 Actual update 32750 of 50000, Stored update 32750 of 50000 -2 * Loglike = 2051.433569 Actual update 32800 of 50000, Stored update 32800 of 50000 -2 * Loglike = 2037.141118 Actual update 32850 of 50000, Stored update 32850 of 50000 -2 * Loglike = 2027.759514 Actual update 32900 of 50000, Stored update 32900 of 50000 -2 * Loglike = 2024.676952 Actual update 32950 of 50000, Stored update 32950 of 50000 -2 * Loglike = 2039.357921 Actual update 33000 of 50000, Stored update 33000 of 50000 -2 * Loglike = 2020.684943 Actual update 33050 of 50000, Stored update 33050 of 50000 -2 * Loglike = 2023.421498 Actual update 33100 of 50000, Stored update 33100 of 50000 -2 * Loglike = 2026.634048 Actual update 33150 of 50000, Stored update 33150 of 50000 -2 * Loglike = 2044.449955 Actual update 33200 of 50000, Stored update 33200 of 50000 -2 * Loglike = 2034.286504 Actual update 33250 of 50000, Stored update 33250 of 50000 -2 * Loglike = 2045.752160 Actual update 33300 of 50000, Stored update 33300 of 50000 -2 * Loglike = 2028.639257 Actual update 33350 of 50000, Stored update 33350 of 50000 -2 * Loglike = 2028.180932 Actual update 33400 of 50000, Stored update 33400 of 50000 -2 * Loglike = 2022.731199 Actual update 33450 of 50000, Stored update 33450 of 50000 -2 * Loglike = 2022.055516 Actual update 33500 of 50000, Stored update 33500 of 50000 -2 * Loglike = 2030.018300 Actual update 33550 of 50000, Stored update 33550 of 50000 -2 * Loglike = 2027.403393 Actual update 33600 of 50000, Stored update 33600 of 50000 -2 * Loglike = 2032.635180 Actual update 33650 of 50000, Stored update 33650 of 50000 -2 * Loglike = 2039.122886 Actual update 33700 of 50000, Stored update 33700 of 50000 -2 * Loglike = 2016.518366 Actual update 33750 of 50000, Stored update 33750 of 50000 -2 * Loglike = 2019.487659 Actual update 33800 of 50000, Stored update 33800 of 50000 -2 * Loglike = 2028.444664 Actual update 33850 of 50000, Stored update 33850 of 50000 -2 * Loglike = 2019.289730 Actual update 33900 of 50000, Stored update 33900 of 50000 -2 * Loglike = 2037.475094 Actual update 33950 of 50000, Stored update 33950 of 50000 -2 * Loglike = 2031.805018 Actual update 34000 of 50000, Stored update 34000 of 50000 -2 * Loglike = 2052.625498 Actual update 34050 of 50000, Stored update 34050 of 50000 -2 * Loglike = 2024.928806 Actual update 34100 of 50000, Stored update 34100 of 50000 -2 * Loglike = 2028.457242 Actual update 34150 of 50000, Stored update 34150 of 50000 -2 * Loglike = 2047.387053 Actual update 34200 of 50000, Stored update 34200 of 50000 -2 * Loglike = 2032.917694 Actual update 34250 of 50000, Stored update 34250 of 50000 -2 * Loglike = 2009.545160 Actual update 34300 of 50000, Stored update 34300 of 50000 -2 * Loglike = 2029.221575 Actual update 34350 of 50000, Stored update 34350 of 50000 -2 * Loglike = 2036.966274 Actual update 34400 of 50000, Stored update 34400 of 50000 -2 * Loglike = 2038.131461 Actual update 34450 of 50000, Stored update 34450 of 50000 -2 * Loglike = 2033.155683 Actual update 34500 of 50000, Stored update 34500 of 50000 -2 * Loglike = 2014.907651 Actual update 34550 of 50000, Stored update 34550 of 50000 -2 * Loglike = 2014.898563 Actual update 34600 of 50000, Stored update 34600 of 50000 -2 * Loglike = 2022.865853 Actual update 34650 of 50000, Stored update 34650 of 50000 -2 * Loglike = 2012.179151 Actual update 34700 of 50000, Stored update 34700 of 50000 -2 * Loglike = 2027.826196 Actual update 34750 of 50000, Stored update 34750 of 50000 -2 * Loglike = 2027.766497 Actual update 34800 of 50000, Stored update 34800 of 50000 -2 * Loglike = 2030.379008 Actual update 34850 of 50000, Stored update 34850 of 50000 -2 * Loglike = 2040.006107 Actual update 34900 of 50000, Stored update 34900 of 50000 -2 * Loglike = 2033.944467 Actual update 34950 of 50000, Stored update 34950 of 50000 -2 * Loglike = 2032.256547 Actual update 35000 of 50000, Stored update 35000 of 50000 -2 * Loglike = 2039.877840 Actual update 35050 of 50000, Stored update 35050 of 50000 -2 * Loglike = 2041.263328 Actual update 35100 of 50000, Stored update 35100 of 50000 -2 * Loglike = 2015.817637 Actual update 35150 of 50000, Stored update 35150 of 50000 -2 * Loglike = 2023.418830 Actual update 35200 of 50000, Stored update 35200 of 50000 -2 * Loglike = 2026.534072 Actual update 35250 of 50000, Stored update 35250 of 50000 -2 * Loglike = 2033.942204 Actual update 35300 of 50000, Stored update 35300 of 50000 -2 * Loglike = 2025.527600 Actual update 35350 of 50000, Stored update 35350 of 50000 -2 * Loglike = 2043.867724 Actual update 35400 of 50000, Stored update 35400 of 50000 -2 * Loglike = 2035.874991 Actual update 35450 of 50000, Stored update 35450 of 50000 -2 * Loglike = 2034.092073 Actual update 35500 of 50000, Stored update 35500 of 50000 -2 * Loglike = 2031.936049 Actual update 35550 of 50000, Stored update 35550 of 50000 -2 * Loglike = 2005.214005 Actual update 35600 of 50000, Stored update 35600 of 50000 -2 * Loglike = 2007.833243 Actual update 35650 of 50000, Stored update 35650 of 50000 -2 * Loglike = 2020.553934 Actual update 35700 of 50000, Stored update 35700 of 50000 -2 * Loglike = 2022.094915 Actual update 35750 of 50000, Stored update 35750 of 50000 -2 * Loglike = 2020.467801 Actual update 35800 of 50000, Stored update 35800 of 50000 -2 * Loglike = 2041.301374 Actual update 35850 of 50000, Stored update 35850 of 50000 -2 * Loglike = 2007.414175 Actual update 35900 of 50000, Stored update 35900 of 50000 -2 * Loglike = 2019.915933 Actual update 35950 of 50000, Stored update 35950 of 50000 -2 * Loglike = 2026.369454 Actual update 36000 of 50000, Stored update 36000 of 50000 -2 * Loglike = 2019.091273 Actual update 36050 of 50000, Stored update 36050 of 50000 -2 * Loglike = 2015.151316 Actual update 36100 of 50000, Stored update 36100 of 50000 -2 * Loglike = 2045.993957 Actual update 36150 of 50000, Stored update 36150 of 50000 -2 * Loglike = 2050.051077 Actual update 36200 of 50000, Stored update 36200 of 50000 -2 * Loglike = 2035.622656 Actual update 36250 of 50000, Stored update 36250 of 50000 -2 * Loglike = 2010.508158 Actual update 36300 of 50000, Stored update 36300 of 50000 -2 * Loglike = 2009.081598 Actual update 36350 of 50000, Stored update 36350 of 50000 -2 * Loglike = 2035.829095 Actual update 36400 of 50000, Stored update 36400 of 50000 -2 * Loglike = 2024.306064 Actual update 36450 of 50000, Stored update 36450 of 50000 -2 * Loglike = 2021.758830 Actual update 36500 of 50000, Stored update 36500 of 50000 -2 * Loglike = 2023.084119 Actual update 36550 of 50000, Stored update 36550 of 50000 -2 * Loglike = 2028.754554 Actual update 36600 of 50000, Stored update 36600 of 50000 -2 * Loglike = 2037.984756 Actual update 36650 of 50000, Stored update 36650 of 50000 -2 * Loglike = 2036.785303 Actual update 36700 of 50000, Stored update 36700 of 50000 -2 * Loglike = 2059.629995 Actual update 36750 of 50000, Stored update 36750 of 50000 -2 * Loglike = 2025.774415 Actual update 36800 of 50000, Stored update 36800 of 50000 -2 * Loglike = 2048.308233 Actual update 36850 of 50000, Stored update 36850 of 50000 -2 * Loglike = 2033.770297 Actual update 36900 of 50000, Stored update 36900 of 50000 -2 * Loglike = 2018.744870 Actual update 36950 of 50000, Stored update 36950 of 50000 -2 * Loglike = 2010.969372 Actual update 37000 of 50000, Stored update 37000 of 50000 -2 * Loglike = 2045.100686 Actual update 37050 of 50000, Stored update 37050 of 50000 -2 * Loglike = 2016.182280 Actual update 37100 of 50000, Stored update 37100 of 50000 -2 * Loglike = 2011.409355 Actual update 37150 of 50000, Stored update 37150 of 50000 -2 * Loglike = 2023.710142 Actual update 37200 of 50000, Stored update 37200 of 50000 -2 * Loglike = 2026.662041 Actual update 37250 of 50000, Stored update 37250 of 50000 -2 * Loglike = 2013.179870 Actual update 37300 of 50000, Stored update 37300 of 50000 -2 * Loglike = 2043.346771 Actual update 37350 of 50000, Stored update 37350 of 50000 -2 * Loglike = 2070.677267 Actual update 37400 of 50000, Stored update 37400 of 50000 -2 * Loglike = 2044.678209 Actual update 37450 of 50000, Stored update 37450 of 50000 -2 * Loglike = 2036.309155 Actual update 37500 of 50000, Stored update 37500 of 50000 -2 * Loglike = 2006.015526 Actual update 37550 of 50000, Stored update 37550 of 50000 -2 * Loglike = 2023.662419 Actual update 37600 of 50000, Stored update 37600 of 50000 -2 * Loglike = 2036.004162 Actual update 37650 of 50000, Stored update 37650 of 50000 -2 * Loglike = 2031.468549 Actual update 37700 of 50000, Stored update 37700 of 50000 -2 * Loglike = 2055.102833 Actual update 37750 of 50000, Stored update 37750 of 50000 -2 * Loglike = 2018.794614 Actual update 37800 of 50000, Stored update 37800 of 50000 -2 * Loglike = 2040.739422 Actual update 37850 of 50000, Stored update 37850 of 50000 -2 * Loglike = 2049.279380 Actual update 37900 of 50000, Stored update 37900 of 50000 -2 * Loglike = 2031.007055 Actual update 37950 of 50000, Stored update 37950 of 50000 -2 * Loglike = 2011.030901 Actual update 38000 of 50000, Stored update 38000 of 50000 -2 * Loglike = 2019.909442 Actual update 38050 of 50000, Stored update 38050 of 50000 -2 * Loglike = 2031.515266 Actual update 38100 of 50000, Stored update 38100 of 50000 -2 * Loglike = 2064.361852 Actual update 38150 of 50000, Stored update 38150 of 50000 -2 * Loglike = 2047.859613 Actual update 38200 of 50000, Stored update 38200 of 50000 -2 * Loglike = 2034.294424 Actual update 38250 of 50000, Stored update 38250 of 50000 -2 * Loglike = 2035.153271 Actual update 38300 of 50000, Stored update 38300 of 50000 -2 * Loglike = 2031.591696 Actual update 38350 of 50000, Stored update 38350 of 50000 -2 * Loglike = 2009.357350 Actual update 38400 of 50000, Stored update 38400 of 50000 -2 * Loglike = 2021.088608 Actual update 38450 of 50000, Stored update 38450 of 50000 -2 * Loglike = 2035.775541 Actual update 38500 of 50000, Stored update 38500 of 50000 -2 * Loglike = 2019.383314 Actual update 38550 of 50000, Stored update 38550 of 50000 -2 * Loglike = 2021.783538 Actual update 38600 of 50000, Stored update 38600 of 50000 -2 * Loglike = 2030.588077 Actual update 38650 of 50000, Stored update 38650 of 50000 -2 * Loglike = 2018.879454 Actual update 38700 of 50000, Stored update 38700 of 50000 -2 * Loglike = 2023.371555 Actual update 38750 of 50000, Stored update 38750 of 50000 -2 * Loglike = 2054.696745 Actual update 38800 of 50000, Stored update 38800 of 50000 -2 * Loglike = 2030.068957 Actual update 38850 of 50000, Stored update 38850 of 50000 -2 * Loglike = 2035.702469 Actual update 38900 of 50000, Stored update 38900 of 50000 -2 * Loglike = 2041.218493 Actual update 38950 of 50000, Stored update 38950 of 50000 -2 * Loglike = 2022.408124 Actual update 39000 of 50000, Stored update 39000 of 50000 -2 * Loglike = 2056.952223 Actual update 39050 of 50000, Stored update 39050 of 50000 -2 * Loglike = 2033.113786 Actual update 39100 of 50000, Stored update 39100 of 50000 -2 * Loglike = 2016.903376 Actual update 39150 of 50000, Stored update 39150 of 50000 -2 * Loglike = 2042.734206 Actual update 39200 of 50000, Stored update 39200 of 50000 -2 * Loglike = 2035.762196 Actual update 39250 of 50000, Stored update 39250 of 50000 -2 * Loglike = 2026.254571 Actual update 39300 of 50000, Stored update 39300 of 50000 -2 * Loglike = 2022.451080 Actual update 39350 of 50000, Stored update 39350 of 50000 -2 * Loglike = 2019.275116 Actual update 39400 of 50000, Stored update 39400 of 50000 -2 * Loglike = 2042.582291 Actual update 39450 of 50000, Stored update 39450 of 50000 -2 * Loglike = 2026.163617 Actual update 39500 of 50000, Stored update 39500 of 50000 -2 * Loglike = 2029.656935 Actual update 39550 of 50000, Stored update 39550 of 50000 -2 * Loglike = 2030.551777 Actual update 39600 of 50000, Stored update 39600 of 50000 -2 * Loglike = 2032.664869 Actual update 39650 of 50000, Stored update 39650 of 50000 -2 * Loglike = 2022.375525 Actual update 39700 of 50000, Stored update 39700 of 50000 -2 * Loglike = 2042.104592 Actual update 39750 of 50000, Stored update 39750 of 50000 -2 * Loglike = 2034.084008 Actual update 39800 of 50000, Stored update 39800 of 50000 -2 * Loglike = 2014.059891 Actual update 39850 of 50000, Stored update 39850 of 50000 -2 * Loglike = 2026.689948 Actual update 39900 of 50000, Stored update 39900 of 50000 -2 * Loglike = 2015.322416 Actual update 39950 of 50000, Stored update 39950 of 50000 -2 * Loglike = 2025.485489 Actual update 40000 of 50000, Stored update 40000 of 50000 -2 * Loglike = 2031.393542 Actual update 40050 of 50000, Stored update 40050 of 50000 -2 * Loglike = 2012.735423 Actual update 40100 of 50000, Stored update 40100 of 50000 -2 * Loglike = 2020.186825 Actual update 40150 of 50000, Stored update 40150 of 50000 -2 * Loglike = 2043.535897 Actual update 40200 of 50000, Stored update 40200 of 50000 -2 * Loglike = 2020.429735 Actual update 40250 of 50000, Stored update 40250 of 50000 -2 * Loglike = 2033.582839 Actual update 40300 of 50000, Stored update 40300 of 50000 -2 * Loglike = 2034.493978 Actual update 40350 of 50000, Stored update 40350 of 50000 -2 * Loglike = 2029.291040 Actual update 40400 of 50000, Stored update 40400 of 50000 -2 * Loglike = 2040.361136 Actual update 40450 of 50000, Stored update 40450 of 50000 -2 * Loglike = 2045.650743 Actual update 40500 of 50000, Stored update 40500 of 50000 -2 * Loglike = 2020.357861 Actual update 40550 of 50000, Stored update 40550 of 50000 -2 * Loglike = 2037.861924 Actual update 40600 of 50000, Stored update 40600 of 50000 -2 * Loglike = 2028.244504 Actual update 40650 of 50000, Stored update 40650 of 50000 -2 * Loglike = 2016.706991 Actual update 40700 of 50000, Stored update 40700 of 50000 -2 * Loglike = 2027.389576 Actual update 40750 of 50000, Stored update 40750 of 50000 -2 * Loglike = 2025.198674 Actual update 40800 of 50000, Stored update 40800 of 50000 -2 * Loglike = 2020.603874 Actual update 40850 of 50000, Stored update 40850 of 50000 -2 * Loglike = 2027.478758 Actual update 40900 of 50000, Stored update 40900 of 50000 -2 * Loglike = 2016.826442 Actual update 40950 of 50000, Stored update 40950 of 50000 -2 * Loglike = 2020.783912 Actual update 41000 of 50000, Stored update 41000 of 50000 -2 * Loglike = 2018.366346 Actual update 41050 of 50000, Stored update 41050 of 50000 -2 * Loglike = 2043.829437 Actual update 41100 of 50000, Stored update 41100 of 50000 -2 * Loglike = 2042.537725 Actual update 41150 of 50000, Stored update 41150 of 50000 -2 * Loglike = 2022.925250 Actual update 41200 of 50000, Stored update 41200 of 50000 -2 * Loglike = 2012.458920 Actual update 41250 of 50000, Stored update 41250 of 50000 -2 * Loglike = 2023.754286 Actual update 41300 of 50000, Stored update 41300 of 50000 -2 * Loglike = 2020.649281 Actual update 41350 of 50000, Stored update 41350 of 50000 -2 * Loglike = 2023.392584 Actual update 41400 of 50000, Stored update 41400 of 50000 -2 * Loglike = 2032.688428 Actual update 41450 of 50000, Stored update 41450 of 50000 -2 * Loglike = 2026.421356 Actual update 41500 of 50000, Stored update 41500 of 50000 -2 * Loglike = 2049.019849 Actual update 41550 of 50000, Stored update 41550 of 50000 -2 * Loglike = 2007.919795 Actual update 41600 of 50000, Stored update 41600 of 50000 -2 * Loglike = 2018.906770 Actual update 41650 of 50000, Stored update 41650 of 50000 -2 * Loglike = 2012.205898 Actual update 41700 of 50000, Stored update 41700 of 50000 -2 * Loglike = 2019.240141 Actual update 41750 of 50000, Stored update 41750 of 50000 -2 * Loglike = 2024.994104 Actual update 41800 of 50000, Stored update 41800 of 50000 -2 * Loglike = 2010.788978 Actual update 41850 of 50000, Stored update 41850 of 50000 -2 * Loglike = 2020.231969 Actual update 41900 of 50000, Stored update 41900 of 50000 -2 * Loglike = 2013.387063 Actual update 41950 of 50000, Stored update 41950 of 50000 -2 * Loglike = 2030.980357 Actual update 42000 of 50000, Stored update 42000 of 50000 -2 * Loglike = 2035.254178 Actual update 42050 of 50000, Stored update 42050 of 50000 -2 * Loglike = 2052.555865 Actual update 42100 of 50000, Stored update 42100 of 50000 -2 * Loglike = 2031.498727 Actual update 42150 of 50000, Stored update 42150 of 50000 -2 * Loglike = 2043.880412 Actual update 42200 of 50000, Stored update 42200 of 50000 -2 * Loglike = 2027.907703 Actual update 42250 of 50000, Stored update 42250 of 50000 -2 * Loglike = 2024.129847 Actual update 42300 of 50000, Stored update 42300 of 50000 -2 * Loglike = 2016.978235 Actual update 42350 of 50000, Stored update 42350 of 50000 -2 * Loglike = 2029.061826 Actual update 42400 of 50000, Stored update 42400 of 50000 -2 * Loglike = 2021.298916 Actual update 42450 of 50000, Stored update 42450 of 50000 -2 * Loglike = 2028.477965 Actual update 42500 of 50000, Stored update 42500 of 50000 -2 * Loglike = 2028.503976 Actual update 42550 of 50000, Stored update 42550 of 50000 -2 * Loglike = 2019.310205 Actual update 42600 of 50000, Stored update 42600 of 50000 -2 * Loglike = 2045.194675 Actual update 42650 of 50000, Stored update 42650 of 50000 -2 * Loglike = 2022.845955 Actual update 42700 of 50000, Stored update 42700 of 50000 -2 * Loglike = 2026.351933 Actual update 42750 of 50000, Stored update 42750 of 50000 -2 * Loglike = 2035.532264 Actual update 42800 of 50000, Stored update 42800 of 50000 -2 * Loglike = 2003.529333 Actual update 42850 of 50000, Stored update 42850 of 50000 -2 * Loglike = 2018.292405 Actual update 42900 of 50000, Stored update 42900 of 50000 -2 * Loglike = 2018.424311 Actual update 42950 of 50000, Stored update 42950 of 50000 -2 * Loglike = 2046.637766 Actual update 43000 of 50000, Stored update 43000 of 50000 -2 * Loglike = 2044.071030 Actual update 43050 of 50000, Stored update 43050 of 50000 -2 * Loglike = 2016.469753 Actual update 43100 of 50000, Stored update 43100 of 50000 -2 * Loglike = 2039.403852 Actual update 43150 of 50000, Stored update 43150 of 50000 -2 * Loglike = 2023.367300 Actual update 43200 of 50000, Stored update 43200 of 50000 -2 * Loglike = 2032.421091 Actual update 43250 of 50000, Stored update 43250 of 50000 -2 * Loglike = 2057.786345 Actual update 43300 of 50000, Stored update 43300 of 50000 -2 * Loglike = 2026.409845 Actual update 43350 of 50000, Stored update 43350 of 50000 -2 * Loglike = 2025.460373 Actual update 43400 of 50000, Stored update 43400 of 50000 -2 * Loglike = 2025.242771 Actual update 43450 of 50000, Stored update 43450 of 50000 -2 * Loglike = 2023.729410 Actual update 43500 of 50000, Stored update 43500 of 50000 -2 * Loglike = 2025.160264 Actual update 43550 of 50000, Stored update 43550 of 50000 -2 * Loglike = 2015.621579 Actual update 43600 of 50000, Stored update 43600 of 50000 -2 * Loglike = 2008.470196 Actual update 43650 of 50000, Stored update 43650 of 50000 -2 * Loglike = 2040.320874 Actual update 43700 of 50000, Stored update 43700 of 50000 -2 * Loglike = 2045.950081 Actual update 43750 of 50000, Stored update 43750 of 50000 -2 * Loglike = 2042.721329 Actual update 43800 of 50000, Stored update 43800 of 50000 -2 * Loglike = 2022.580823 Actual update 43850 of 50000, Stored update 43850 of 50000 -2 * Loglike = 2035.801668 Actual update 43900 of 50000, Stored update 43900 of 50000 -2 * Loglike = 2030.663216 Actual update 43950 of 50000, Stored update 43950 of 50000 -2 * Loglike = 2009.666032 Actual update 44000 of 50000, Stored update 44000 of 50000 -2 * Loglike = 2021.204396 Actual update 44050 of 50000, Stored update 44050 of 50000 -2 * Loglike = 2027.944693 Actual update 44100 of 50000, Stored update 44100 of 50000 -2 * Loglike = 2010.958508 Actual update 44150 of 50000, Stored update 44150 of 50000 -2 * Loglike = 2048.374479 Actual update 44200 of 50000, Stored update 44200 of 50000 -2 * Loglike = 2012.310252 Actual update 44250 of 50000, Stored update 44250 of 50000 -2 * Loglike = 2014.259487 Actual update 44300 of 50000, Stored update 44300 of 50000 -2 * Loglike = 2038.232099 Actual update 44350 of 50000, Stored update 44350 of 50000 -2 * Loglike = 2041.208870 Actual update 44400 of 50000, Stored update 44400 of 50000 -2 * Loglike = 2030.204748 Actual update 44450 of 50000, Stored update 44450 of 50000 -2 * Loglike = 2013.149943 Actual update 44500 of 50000, Stored update 44500 of 50000 -2 * Loglike = 2001.108444 Actual update 44550 of 50000, Stored update 44550 of 50000 -2 * Loglike = 2030.145562 Actual update 44600 of 50000, Stored update 44600 of 50000 -2 * Loglike = 2024.760482 Actual update 44650 of 50000, Stored update 44650 of 50000 -2 * Loglike = 2016.143369 Actual update 44700 of 50000, Stored update 44700 of 50000 -2 * Loglike = 2013.978151 Actual update 44750 of 50000, Stored update 44750 of 50000 -2 * Loglike = 2030.433044 Actual update 44800 of 50000, Stored update 44800 of 50000 -2 * Loglike = 2018.881896 Actual update 44850 of 50000, Stored update 44850 of 50000 -2 * Loglike = 2021.658859 Actual update 44900 of 50000, Stored update 44900 of 50000 -2 * Loglike = 2011.242120 Actual update 44950 of 50000, Stored update 44950 of 50000 -2 * Loglike = 2040.036229 Actual update 45000 of 50000, Stored update 45000 of 50000 -2 * Loglike = 2037.641284 Actual update 45050 of 50000, Stored update 45050 of 50000 -2 * Loglike = 2008.939603 Actual update 45100 of 50000, Stored update 45100 of 50000 -2 * Loglike = 2019.490507 Actual update 45150 of 50000, Stored update 45150 of 50000 -2 * Loglike = 2028.195689 Actual update 45200 of 50000, Stored update 45200 of 50000 -2 * Loglike = 2030.125228 Actual update 45250 of 50000, Stored update 45250 of 50000 -2 * Loglike = 2058.415456 Actual update 45300 of 50000, Stored update 45300 of 50000 -2 * Loglike = 2041.104374 Actual update 45350 of 50000, Stored update 45350 of 50000 -2 * Loglike = 2060.314718 Actual update 45400 of 50000, Stored update 45400 of 50000 -2 * Loglike = 2035.555058 Actual update 45450 of 50000, Stored update 45450 of 50000 -2 * Loglike = 2042.385516 Actual update 45500 of 50000, Stored update 45500 of 50000 -2 * Loglike = 2041.464216 Actual update 45550 of 50000, Stored update 45550 of 50000 -2 * Loglike = 2036.193303 Actual update 45600 of 50000, Stored update 45600 of 50000 -2 * Loglike = 2050.894626 Actual update 45650 of 50000, Stored update 45650 of 50000 -2 * Loglike = 2032.246052 Actual update 45700 of 50000, Stored update 45700 of 50000 -2 * Loglike = 2034.968910 Actual update 45750 of 50000, Stored update 45750 of 50000 -2 * Loglike = 2030.665506 Actual update 45800 of 50000, Stored update 45800 of 50000 -2 * Loglike = 2048.872723 Actual update 45850 of 50000, Stored update 45850 of 50000 -2 * Loglike = 2033.311687 Actual update 45900 of 50000, Stored update 45900 of 50000 -2 * Loglike = 2036.434705 Actual update 45950 of 50000, Stored update 45950 of 50000 -2 * Loglike = 2030.352120 Actual update 46000 of 50000, Stored update 46000 of 50000 -2 * Loglike = 2015.544254 Actual update 46050 of 50000, Stored update 46050 of 50000 -2 * Loglike = 2026.548496 Actual update 46100 of 50000, Stored update 46100 of 50000 -2 * Loglike = 1996.200663 Actual update 46150 of 50000, Stored update 46150 of 50000 -2 * Loglike = 2024.397285 Actual update 46200 of 50000, Stored update 46200 of 50000 -2 * Loglike = 2036.604946 Actual update 46250 of 50000, Stored update 46250 of 50000 -2 * Loglike = 2044.723224 Actual update 46300 of 50000, Stored update 46300 of 50000 -2 * Loglike = 2004.953260 Actual update 46350 of 50000, Stored update 46350 of 50000 -2 * Loglike = 2014.046978 Actual update 46400 of 50000, Stored update 46400 of 50000 -2 * Loglike = 2031.008126 Actual update 46450 of 50000, Stored update 46450 of 50000 -2 * Loglike = 2023.620766 Actual update 46500 of 50000, Stored update 46500 of 50000 -2 * Loglike = 2027.720166 Actual update 46550 of 50000, Stored update 46550 of 50000 -2 * Loglike = 2032.270696 Actual update 46600 of 50000, Stored update 46600 of 50000 -2 * Loglike = 2019.973568 Actual update 46650 of 50000, Stored update 46650 of 50000 -2 * Loglike = 2012.871713 Actual update 46700 of 50000, Stored update 46700 of 50000 -2 * Loglike = 2023.103414 Actual update 46750 of 50000, Stored update 46750 of 50000 -2 * Loglike = 2023.890760 Actual update 46800 of 50000, Stored update 46800 of 50000 -2 * Loglike = 2044.089622 Actual update 46850 of 50000, Stored update 46850 of 50000 -2 * Loglike = 2042.631237 Actual update 46900 of 50000, Stored update 46900 of 50000 -2 * Loglike = 2031.312373 Actual update 46950 of 50000, Stored update 46950 of 50000 -2 * Loglike = 2031.072314 Actual update 47000 of 50000, Stored update 47000 of 50000 -2 * Loglike = 2028.915804 Actual update 47050 of 50000, Stored update 47050 of 50000 -2 * Loglike = 2037.699669 Actual update 47100 of 50000, Stored update 47100 of 50000 -2 * Loglike = 2055.751236 Actual update 47150 of 50000, Stored update 47150 of 50000 -2 * Loglike = 2033.978063 Actual update 47200 of 50000, Stored update 47200 of 50000 -2 * Loglike = 2014.117827 Actual update 47250 of 50000, Stored update 47250 of 50000 -2 * Loglike = 2037.752329 Actual update 47300 of 50000, Stored update 47300 of 50000 -2 * Loglike = 2028.928572 Actual update 47350 of 50000, Stored update 47350 of 50000 -2 * Loglike = 2029.016470 Actual update 47400 of 50000, Stored update 47400 of 50000 -2 * Loglike = 2040.628693 Actual update 47450 of 50000, Stored update 47450 of 50000 -2 * Loglike = 2036.727983 Actual update 47500 of 50000, Stored update 47500 of 50000 -2 * Loglike = 2041.872152 Actual update 47550 of 50000, Stored update 47550 of 50000 -2 * Loglike = 2034.472123 Actual update 47600 of 50000, Stored update 47600 of 50000 -2 * Loglike = 2046.976873 Actual update 47650 of 50000, Stored update 47650 of 50000 -2 * Loglike = 2036.896194 Actual update 47700 of 50000, Stored update 47700 of 50000 -2 * Loglike = 2038.913467 Actual update 47750 of 50000, Stored update 47750 of 50000 -2 * Loglike = 2044.774353 Actual update 47800 of 50000, Stored update 47800 of 50000 -2 * Loglike = 2017.947379 Actual update 47850 of 50000, Stored update 47850 of 50000 -2 * Loglike = 2024.018273 Actual update 47900 of 50000, Stored update 47900 of 50000 -2 * Loglike = 2026.869320 Actual update 47950 of 50000, Stored update 47950 of 50000 -2 * Loglike = 2040.098638 Actual update 48000 of 50000, Stored update 48000 of 50000 -2 * Loglike = 2020.088346 Actual update 48050 of 50000, Stored update 48050 of 50000 -2 * Loglike = 2034.251114 Actual update 48100 of 50000, Stored update 48100 of 50000 -2 * Loglike = 2036.747697 Actual update 48150 of 50000, Stored update 48150 of 50000 -2 * Loglike = 2020.692435 Actual update 48200 of 50000, Stored update 48200 of 50000 -2 * Loglike = 2028.906729 Actual update 48250 of 50000, Stored update 48250 of 50000 -2 * Loglike = 2019.946910 Actual update 48300 of 50000, Stored update 48300 of 50000 -2 * Loglike = 2043.227822 Actual update 48350 of 50000, Stored update 48350 of 50000 -2 * Loglike = 2041.234035 Actual update 48400 of 50000, Stored update 48400 of 50000 -2 * Loglike = 2028.586206 Actual update 48450 of 50000, Stored update 48450 of 50000 -2 * Loglike = 2024.139540 Actual update 48500 of 50000, Stored update 48500 of 50000 -2 * Loglike = 2048.852693 Actual update 48550 of 50000, Stored update 48550 of 50000 -2 * Loglike = 2040.942461 Actual update 48600 of 50000, Stored update 48600 of 50000 -2 * Loglike = 2041.409575 Actual update 48650 of 50000, Stored update 48650 of 50000 -2 * Loglike = 2025.231523 Actual update 48700 of 50000, Stored update 48700 of 50000 -2 * Loglike = 2037.345896 Actual update 48750 of 50000, Stored update 48750 of 50000 -2 * Loglike = 2030.608129 Actual update 48800 of 50000, Stored update 48800 of 50000 -2 * Loglike = 2040.905350 Actual update 48850 of 50000, Stored update 48850 of 50000 -2 * Loglike = 2031.598492 Actual update 48900 of 50000, Stored update 48900 of 50000 -2 * Loglike = 2042.458896 Actual update 48950 of 50000, Stored update 48950 of 50000 -2 * Loglike = 2010.655397 Actual update 49000 of 50000, Stored update 49000 of 50000 -2 * Loglike = 2025.849811 Actual update 49050 of 50000, Stored update 49050 of 50000 -2 * Loglike = 2024.851173 Actual update 49100 of 50000, Stored update 49100 of 50000 -2 * Loglike = 2029.762283 Actual update 49150 of 50000, Stored update 49150 of 50000 -2 * Loglike = 2028.648625 Actual update 49200 of 50000, Stored update 49200 of 50000 -2 * Loglike = 2009.992458 Actual update 49250 of 50000, Stored update 49250 of 50000 -2 * Loglike = 2040.309050 Actual update 49300 of 50000, Stored update 49300 of 50000 -2 * Loglike = 2021.361901 Actual update 49350 of 50000, Stored update 49350 of 50000 -2 * Loglike = 2016.097823 Actual update 49400 of 50000, Stored update 49400 of 50000 -2 * Loglike = 2051.298543 Actual update 49450 of 50000, Stored update 49450 of 50000 -2 * Loglike = 2045.543027 Actual update 49500 of 50000, Stored update 49500 of 50000 -2 * Loglike = 2045.905737 Actual update 49550 of 50000, Stored update 49550 of 50000 -2 * Loglike = 2021.769812 Actual update 49600 of 50000, Stored update 49600 of 50000 -2 * Loglike = 2022.442997 Actual update 49650 of 50000, Stored update 49650 of 50000 -2 * Loglike = 2031.175624 Actual update 49700 of 50000, Stored update 49700 of 50000 -2 * Loglike = 2035.253134 Actual update 49750 of 50000, Stored update 49750 of 50000 -2 * Loglike = 2026.765484 Actual update 49800 of 50000, Stored update 49800 of 50000 -2 * Loglike = 2017.923989 Actual update 49850 of 50000, Stored update 49850 of 50000 -2 * Loglike = 2039.268842 Actual update 49900 of 50000, Stored update 49900 of 50000 -2 * Loglike = 2026.860386 Actual update 49950 of 50000, Stored update 49950 of 50000 -2 * Loglike = 2027.301899 Actual update 50000 of 50000, Stored update 50000 of 50000 -2 * Loglike = 2035.702491 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 50000 Average = 2029.3 S.D. = 12.392 S.E.M. = 0.055419 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.05) multilevel model (Poisson) N min mean max N_complete min_complete mean_complete max_complete region 78 1 4.538462 13 78 1 4.538462 13 Estimation algorithm: MCMC Elapsed time : 6.14s Number of obs: 354 (from total 354) Number of iter.: 50000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 2029.275 1967.332 61.943 2091.217 --------------------------------------------------------------------------------------------------- The model formula: log(obs) ~ 0 + nation + nation:uvbi + offset(log(exp)) + (1 | region) Level 2: region Level 1: l1id --------------------------------------------------------------------------------------------------- The fixed part estimates: Coef. Std. Err. z Pr(>|z|) [95% Cred. Interval] ESS nationBelgium 0.63446 0.80862 0.78 0.4327 -1.06787 2.10708 19 nationW_Germany 0.46856 0.12890 3.64 0.0002779 *** 0.22253 0.72733 198 nationDenmark 0.15416 0.80720 0.19 0.8485 -1.29287 1.67495 13 nationFrance -0.59285 0.05515 -10.75 5.987e-27 *** -0.70149 -0.48587 5248 nationUK 0.61892 0.20948 2.95 0.003132 ** 0.25987 1.09710 78 nationItaly 0.28246 0.10417 2.71 0.006696 ** 0.07938 0.48487 495 nationIreland -0.63661 1.06452 -0.60 0.5498 -2.78458 1.30123 40 nationLuxembourg -5.51270 5.38534 -1.02 0.306 -14.28980 7.94864 10 nationNetherlands -0.34338 0.81745 -0.42 0.6744 -2.07065 1.07936 15 nationBelgium:uvbi 0.24178 0.27296 0.89 0.3757 -0.33558 0.74081 17 nationW_Germany:uvbi -0.01665 0.03499 -0.48 0.6342 -0.08446 0.05374 154 nationDenmark:uvbi -0.11171 0.14225 -0.79 0.4323 -0.36849 0.15559 12 nationFrance:uvbi 0.01271 0.01825 0.70 0.4861 -0.02247 0.04897 1455 nationUK:uvbi 0.14284 0.04321 3.31 0.0009461 *** 0.07092 0.24315 67 nationItaly:uvbi -0.08742 0.01568 -5.58 2.446e-08 *** -0.11828 -0.05770 396 nationIreland:uvbi -0.02177 0.21408 -0.10 0.919 -0.45327 0.36859 39 nationLuxembourg:uvbi -2.39593 2.33900 -1.02 0.3057 -6.20565 3.48897 10 nationNetherlands:uvbi -0.11214 0.19553 -0.57 0.5663 -0.52986 0.22401 14 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 --------------------------------------------------------------------------------------------------- The random part estimates at the region level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.03663 0.00915 0.02207 0.05768 3075 --------------------------------------------------------------------------------------------------- The random part estimates at the l1id level: Coef. Std. Err. [95% Cred. Interval] ESS var_bcons_1 1.00000 0.00000 1.00000 1.00000 50000 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > sixway(mymodel@chains[, "FP_nationBelgium", drop = FALSE], acf.maxlag = 100, "beta_1") > > ## Hierarchical centring at level 2 + Orthogonal updates > (mymodel <- runMLwiN(log(obs) ~ 0 + nation + nation:uvbi + offset(log(exp)) + (1 | region), D = "Poisson", estoptions = list(EstM = 1, + mcmcMeth = list(iterations = 50000), mcmcOptions = list(orth = 1, hcen = 2)), data = mmmec)) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 iteration 4 Convergence achieved ECHO 0 Echoing is ON MCMC 0 500 1 5.8 50 10 G30[1] G30[2] 2 2 2 1 1 3 Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2053.379065 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2017.668999 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2028.698138 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2041.238066 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2030.099430 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2036.624997 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2034.406964 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2035.030629 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2024.666320 Adapting for 1000 iterations (Maximum 5000) -2 * Loglike = 2033.207016 Adapting for 1100 iterations (Maximum 5000) -2 * Loglike = 2038.836125 Adapting finished and took 1200 iterations Adapting took 1200 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2019.449047 Burning in for 100 iterations out of 500 -2 * Loglike = 2027.783324 Burning in for 150 iterations out of 500 -2 * Loglike = 2028.396814 Burning in for 200 iterations out of 500 -2 * Loglike = 2045.056616 Burning in for 250 iterations out of 500 -2 * Loglike = 2025.241309 Burning in for 300 iterations out of 500 -2 * Loglike = 2022.902746 Burning in for 350 iterations out of 500 -2 * Loglike = 2025.919135 Burning in for 400 iterations out of 500 -2 * Loglike = 2032.228947 Burning in for 450 iterations out of 500 -2 * Loglike = 2040.873502 Burning in for 500 iterations out of 500 -2 * Loglike = 2018.199599 ERAS G30 LINK 0 G30 ERAS c1090 c1091 MCMC 1 50000 1 c1090 c1091 c1003 c1004 1 3 Actual update 50 of 50000, Stored update 50 of 50000 -2 * Loglike = 2050.499931 Actual update 100 of 50000, Stored update 100 of 50000 -2 * Loglike = 2019.505681 Actual update 150 of 50000, Stored update 150 of 50000 -2 * Loglike = 2018.344156 Actual update 200 of 50000, Stored update 200 of 50000 -2 * Loglike = 2034.426920 Actual update 250 of 50000, Stored update 250 of 50000 -2 * Loglike = 2037.966705 Actual update 300 of 50000, Stored update 300 of 50000 -2 * Loglike = 2009.454459 Actual update 350 of 50000, Stored update 350 of 50000 -2 * Loglike = 2023.303439 Actual update 400 of 50000, Stored update 400 of 50000 -2 * Loglike = 2022.381264 Actual update 450 of 50000, Stored update 450 of 50000 -2 * Loglike = 2023.183530 Actual update 500 of 50000, Stored update 500 of 50000 -2 * Loglike = 2033.948340 Actual update 550 of 50000, Stored update 550 of 50000 -2 * Loglike = 2038.921940 Actual update 600 of 50000, Stored update 600 of 50000 -2 * Loglike = 2017.488738 Actual update 650 of 50000, Stored update 650 of 50000 -2 * Loglike = 2022.732262 Actual update 700 of 50000, Stored update 700 of 50000 -2 * Loglike = 2026.818585 Actual update 750 of 50000, Stored update 750 of 50000 -2 * Loglike = 2019.377052 Actual update 800 of 50000, Stored update 800 of 50000 -2 * Loglike = 2034.716815 Actual update 850 of 50000, Stored update 850 of 50000 -2 * Loglike = 2010.386390 Actual update 900 of 50000, Stored update 900 of 50000 -2 * Loglike = 2046.326924 Actual update 950 of 50000, Stored update 950 of 50000 -2 * Loglike = 2028.185089 Actual update 1000 of 50000, Stored update 1000 of 50000 -2 * Loglike = 2011.152668 Actual update 1050 of 50000, Stored update 1050 of 50000 -2 * Loglike = 2021.055378 Actual update 1100 of 50000, Stored update 1100 of 50000 -2 * Loglike = 2026.324116 Actual update 1150 of 50000, Stored update 1150 of 50000 -2 * Loglike = 2028.509005 Actual update 1200 of 50000, Stored update 1200 of 50000 -2 * Loglike = 2032.997709 Actual update 1250 of 50000, Stored update 1250 of 50000 -2 * Loglike = 2020.957816 Actual update 1300 of 50000, Stored update 1300 of 50000 -2 * Loglike = 2020.519419 Actual update 1350 of 50000, Stored update 1350 of 50000 -2 * Loglike = 2027.489442 Actual update 1400 of 50000, Stored update 1400 of 50000 -2 * Loglike = 2019.989774 Actual update 1450 of 50000, Stored update 1450 of 50000 -2 * Loglike = 2029.029555 Actual update 1500 of 50000, Stored update 1500 of 50000 -2 * Loglike = 2019.466747 Actual update 1550 of 50000, Stored update 1550 of 50000 -2 * Loglike = 2028.007672 Actual update 1600 of 50000, Stored update 1600 of 50000 -2 * Loglike = 2045.310097 Actual update 1650 of 50000, Stored update 1650 of 50000 -2 * Loglike = 2021.668952 Actual update 1700 of 50000, Stored update 1700 of 50000 -2 * Loglike = 2044.901422 Actual update 1750 of 50000, Stored update 1750 of 50000 -2 * Loglike = 2001.461260 Actual update 1800 of 50000, Stored update 1800 of 50000 -2 * Loglike = 2025.462363 Actual update 1850 of 50000, Stored update 1850 of 50000 -2 * Loglike = 2025.193792 Actual update 1900 of 50000, Stored update 1900 of 50000 -2 * Loglike = 2032.697313 Actual update 1950 of 50000, Stored update 1950 of 50000 -2 * Loglike = 2014.545671 Actual update 2000 of 50000, Stored update 2000 of 50000 -2 * Loglike = 2011.795331 Actual update 2050 of 50000, Stored update 2050 of 50000 -2 * Loglike = 2027.984669 Actual update 2100 of 50000, Stored update 2100 of 50000 -2 * Loglike = 2038.908560 Actual update 2150 of 50000, Stored update 2150 of 50000 -2 * Loglike = 2039.200759 Actual update 2200 of 50000, Stored update 2200 of 50000 -2 * Loglike = 2015.915504 Actual update 2250 of 50000, Stored update 2250 of 50000 -2 * Loglike = 2008.932865 Actual update 2300 of 50000, Stored update 2300 of 50000 -2 * Loglike = 2018.149545 Actual update 2350 of 50000, Stored update 2350 of 50000 -2 * Loglike = 2029.414961 Actual update 2400 of 50000, Stored update 2400 of 50000 -2 * Loglike = 2018.770491 Actual update 2450 of 50000, Stored update 2450 of 50000 -2 * Loglike = 2031.597919 Actual update 2500 of 50000, Stored update 2500 of 50000 -2 * Loglike = 2017.383181 Actual update 2550 of 50000, Stored update 2550 of 50000 -2 * Loglike = 2041.843578 Actual update 2600 of 50000, Stored update 2600 of 50000 -2 * Loglike = 2032.523862 Actual update 2650 of 50000, Stored update 2650 of 50000 -2 * Loglike = 2031.621801 Actual update 2700 of 50000, Stored update 2700 of 50000 -2 * Loglike = 2020.499310 Actual update 2750 of 50000, Stored update 2750 of 50000 -2 * Loglike = 2034.872750 Actual update 2800 of 50000, Stored update 2800 of 50000 -2 * Loglike = 2032.853116 Actual update 2850 of 50000, Stored update 2850 of 50000 -2 * Loglike = 2051.192402 Actual update 2900 of 50000, Stored update 2900 of 50000 -2 * Loglike = 2036.989053 Actual update 2950 of 50000, Stored update 2950 of 50000 -2 * Loglike = 2027.678205 Actual update 3000 of 50000, Stored update 3000 of 50000 -2 * Loglike = 2011.211367 Actual update 3050 of 50000, Stored update 3050 of 50000 -2 * Loglike = 2035.609313 Actual update 3100 of 50000, Stored update 3100 of 50000 -2 * Loglike = 2017.501354 Actual update 3150 of 50000, Stored update 3150 of 50000 -2 * Loglike = 2030.856121 Actual update 3200 of 50000, Stored update 3200 of 50000 -2 * Loglike = 2010.793691 Actual update 3250 of 50000, Stored update 3250 of 50000 -2 * Loglike = 2006.969100 Actual update 3300 of 50000, Stored update 3300 of 50000 -2 * Loglike = 2016.402040 Actual update 3350 of 50000, Stored update 3350 of 50000 -2 * Loglike = 2005.611040 Actual update 3400 of 50000, Stored update 3400 of 50000 -2 * Loglike = 2048.792778 Actual update 3450 of 50000, Stored update 3450 of 50000 -2 * Loglike = 2035.816702 Actual update 3500 of 50000, Stored update 3500 of 50000 -2 * Loglike = 2020.727332 Actual update 3550 of 50000, Stored update 3550 of 50000 -2 * Loglike = 2017.644410 Actual update 3600 of 50000, Stored update 3600 of 50000 -2 * Loglike = 2039.923501 Actual update 3650 of 50000, Stored update 3650 of 50000 -2 * Loglike = 2023.026812 Actual update 3700 of 50000, Stored update 3700 of 50000 -2 * Loglike = 2051.684805 Actual update 3750 of 50000, Stored update 3750 of 50000 -2 * Loglike = 2034.143549 Actual update 3800 of 50000, Stored update 3800 of 50000 -2 * Loglike = 2022.944188 Actual update 3850 of 50000, Stored update 3850 of 50000 -2 * Loglike = 2031.446054 Actual update 3900 of 50000, Stored update 3900 of 50000 -2 * Loglike = 2023.502784 Actual update 3950 of 50000, Stored update 3950 of 50000 -2 * Loglike = 2018.200779 Actual update 4000 of 50000, Stored update 4000 of 50000 -2 * Loglike = 2036.498981 Actual update 4050 of 50000, Stored update 4050 of 50000 -2 * Loglike = 2055.160865 Actual update 4100 of 50000, Stored update 4100 of 50000 -2 * Loglike = 2035.070602 Actual update 4150 of 50000, Stored update 4150 of 50000 -2 * Loglike = 2018.321447 Actual update 4200 of 50000, Stored update 4200 of 50000 -2 * Loglike = 2026.653392 Actual update 4250 of 50000, Stored update 4250 of 50000 -2 * Loglike = 2022.635203 Actual update 4300 of 50000, Stored update 4300 of 50000 -2 * Loglike = 2032.369797 Actual update 4350 of 50000, Stored update 4350 of 50000 -2 * Loglike = 2036.072867 Actual update 4400 of 50000, Stored update 4400 of 50000 -2 * Loglike = 2009.276298 Actual update 4450 of 50000, Stored update 4450 of 50000 -2 * Loglike = 2031.685318 Actual update 4500 of 50000, Stored update 4500 of 50000 -2 * Loglike = 2017.493346 Actual update 4550 of 50000, Stored update 4550 of 50000 -2 * Loglike = 2051.985598 Actual update 4600 of 50000, Stored update 4600 of 50000 -2 * Loglike = 2034.945924 Actual update 4650 of 50000, Stored update 4650 of 50000 -2 * Loglike = 2005.686748 Actual update 4700 of 50000, Stored update 4700 of 50000 -2 * Loglike = 2031.565626 Actual update 4750 of 50000, Stored update 4750 of 50000 -2 * Loglike = 2043.959543 Actual update 4800 of 50000, Stored update 4800 of 50000 -2 * Loglike = 2035.047732 Actual update 4850 of 50000, Stored update 4850 of 50000 -2 * Loglike = 2016.655723 Actual update 4900 of 50000, Stored update 4900 of 50000 -2 * Loglike = 2021.496106 Actual update 4950 of 50000, Stored update 4950 of 50000 -2 * Loglike = 2041.269446 Actual update 5000 of 50000, Stored update 5000 of 50000 -2 * Loglike = 2000.397224 Actual update 5050 of 50000, Stored update 5050 of 50000 -2 * Loglike = 2047.658377 Actual update 5100 of 50000, Stored update 5100 of 50000 -2 * Loglike = 2033.534240 Actual update 5150 of 50000, Stored update 5150 of 50000 -2 * Loglike = 2067.521688 Actual update 5200 of 50000, Stored update 5200 of 50000 -2 * Loglike = 2031.844222 Actual update 5250 of 50000, Stored update 5250 of 50000 -2 * Loglike = 2045.621464 Actual update 5300 of 50000, Stored update 5300 of 50000 -2 * Loglike = 2021.344893 Actual update 5350 of 50000, Stored update 5350 of 50000 -2 * Loglike = 2018.184631 Actual update 5400 of 50000, Stored update 5400 of 50000 -2 * Loglike = 2021.097214 Actual update 5450 of 50000, Stored update 5450 of 50000 -2 * Loglike = 2029.300285 Actual update 5500 of 50000, Stored update 5500 of 50000 -2 * Loglike = 2043.722048 Actual update 5550 of 50000, Stored update 5550 of 50000 -2 * Loglike = 2034.435570 Actual update 5600 of 50000, Stored update 5600 of 50000 -2 * Loglike = 2025.900731 Actual update 5650 of 50000, Stored update 5650 of 50000 -2 * Loglike = 2013.711475 Actual update 5700 of 50000, Stored update 5700 of 50000 -2 * Loglike = 2022.021331 Actual update 5750 of 50000, Stored update 5750 of 50000 -2 * Loglike = 2018.653154 Actual update 5800 of 50000, Stored update 5800 of 50000 -2 * Loglike = 2045.157159 Actual update 5850 of 50000, Stored update 5850 of 50000 -2 * Loglike = 2028.444935 Actual update 5900 of 50000, Stored update 5900 of 50000 -2 * Loglike = 2009.055929 Actual update 5950 of 50000, Stored update 5950 of 50000 -2 * Loglike = 2042.172036 Actual update 6000 of 50000, Stored update 6000 of 50000 -2 * Loglike = 2043.376097 Actual update 6050 of 50000, Stored update 6050 of 50000 -2 * Loglike = 2009.013384 Actual update 6100 of 50000, Stored update 6100 of 50000 -2 * Loglike = 2035.119664 Actual update 6150 of 50000, Stored update 6150 of 50000 -2 * Loglike = 2027.283656 Actual update 6200 of 50000, Stored update 6200 of 50000 -2 * Loglike = 2008.504832 Actual update 6250 of 50000, Stored update 6250 of 50000 -2 * Loglike = 2030.580936 Actual update 6300 of 50000, Stored update 6300 of 50000 -2 * Loglike = 2013.578895 Actual update 6350 of 50000, Stored update 6350 of 50000 -2 * Loglike = 2054.643719 Actual update 6400 of 50000, Stored update 6400 of 50000 -2 * Loglike = 2044.289520 Actual update 6450 of 50000, Stored update 6450 of 50000 -2 * Loglike = 2010.530266 Actual update 6500 of 50000, Stored update 6500 of 50000 -2 * Loglike = 2028.865844 Actual update 6550 of 50000, Stored update 6550 of 50000 -2 * Loglike = 2021.701883 Actual update 6600 of 50000, Stored update 6600 of 50000 -2 * Loglike = 2028.256562 Actual update 6650 of 50000, Stored update 6650 of 50000 -2 * Loglike = 2024.012756 Actual update 6700 of 50000, Stored update 6700 of 50000 -2 * Loglike = 2037.273384 Actual update 6750 of 50000, Stored update 6750 of 50000 -2 * Loglike = 2038.589028 Actual update 6800 of 50000, Stored update 6800 of 50000 -2 * Loglike = 2040.980552 Actual update 6850 of 50000, Stored update 6850 of 50000 -2 * Loglike = 2028.292873 Actual update 6900 of 50000, Stored update 6900 of 50000 -2 * Loglike = 2035.410331 Actual update 6950 of 50000, Stored update 6950 of 50000 -2 * Loglike = 2036.774736 Actual update 7000 of 50000, Stored update 7000 of 50000 -2 * Loglike = 2025.586358 Actual update 7050 of 50000, Stored update 7050 of 50000 -2 * Loglike = 2032.621775 Actual update 7100 of 50000, Stored update 7100 of 50000 -2 * Loglike = 2026.603205 Actual update 7150 of 50000, Stored update 7150 of 50000 -2 * Loglike = 2029.112184 Actual update 7200 of 50000, Stored update 7200 of 50000 -2 * Loglike = 2028.640730 Actual update 7250 of 50000, Stored update 7250 of 50000 -2 * Loglike = 2047.419119 Actual update 7300 of 50000, Stored update 7300 of 50000 -2 * Loglike = 2034.186246 Actual update 7350 of 50000, Stored update 7350 of 50000 -2 * Loglike = 2008.921070 Actual update 7400 of 50000, Stored update 7400 of 50000 -2 * Loglike = 2039.404225 Actual update 7450 of 50000, Stored update 7450 of 50000 -2 * Loglike = 2032.664016 Actual update 7500 of 50000, Stored update 7500 of 50000 -2 * Loglike = 2030.018086 Actual update 7550 of 50000, Stored update 7550 of 50000 -2 * Loglike = 2022.633588 Actual update 7600 of 50000, Stored update 7600 of 50000 -2 * Loglike = 2046.073177 Actual update 7650 of 50000, Stored update 7650 of 50000 -2 * Loglike = 2026.406675 Actual update 7700 of 50000, Stored update 7700 of 50000 -2 * Loglike = 2032.485415 Actual update 7750 of 50000, Stored update 7750 of 50000 -2 * Loglike = 2027.496025 Actual update 7800 of 50000, Stored update 7800 of 50000 -2 * Loglike = 2016.719898 Actual update 7850 of 50000, Stored update 7850 of 50000 -2 * Loglike = 2039.918776 Actual update 7900 of 50000, Stored update 7900 of 50000 -2 * Loglike = 2013.346345 Actual update 7950 of 50000, Stored update 7950 of 50000 -2 * Loglike = 2029.468690 Actual update 8000 of 50000, Stored update 8000 of 50000 -2 * Loglike = 2020.208346 Actual update 8050 of 50000, Stored update 8050 of 50000 -2 * Loglike = 2030.253080 Actual update 8100 of 50000, Stored update 8100 of 50000 -2 * Loglike = 2043.202646 Actual update 8150 of 50000, Stored update 8150 of 50000 -2 * Loglike = 2032.646554 Actual update 8200 of 50000, Stored update 8200 of 50000 -2 * Loglike = 2020.870350 Actual update 8250 of 50000, Stored update 8250 of 50000 -2 * Loglike = 2039.224131 Actual update 8300 of 50000, Stored update 8300 of 50000 -2 * Loglike = 2032.662142 Actual update 8350 of 50000, Stored update 8350 of 50000 -2 * Loglike = 2023.465979 Actual update 8400 of 50000, Stored update 8400 of 50000 -2 * Loglike = 2033.479754 Actual update 8450 of 50000, Stored update 8450 of 50000 -2 * Loglike = 2021.421449 Actual update 8500 of 50000, Stored update 8500 of 50000 -2 * Loglike = 2025.992810 Actual update 8550 of 50000, Stored update 8550 of 50000 -2 * Loglike = 2057.177045 Actual update 8600 of 50000, Stored update 8600 of 50000 -2 * Loglike = 2030.007639 Actual update 8650 of 50000, Stored update 8650 of 50000 -2 * Loglike = 2024.888198 Actual update 8700 of 50000, Stored update 8700 of 50000 -2 * Loglike = 2025.001070 Actual update 8750 of 50000, Stored update 8750 of 50000 -2 * Loglike = 2026.307388 Actual update 8800 of 50000, Stored update 8800 of 50000 -2 * Loglike = 2013.905441 Actual update 8850 of 50000, Stored update 8850 of 50000 -2 * Loglike = 2018.077041 Actual update 8900 of 50000, Stored update 8900 of 50000 -2 * Loglike = 2023.598907 Actual update 8950 of 50000, Stored update 8950 of 50000 -2 * Loglike = 1998.257720 Actual update 9000 of 50000, Stored update 9000 of 50000 -2 * Loglike = 2030.961784 Actual update 9050 of 50000, Stored update 9050 of 50000 -2 * Loglike = 2049.706435 Actual update 9100 of 50000, Stored update 9100 of 50000 -2 * Loglike = 2039.420456 Actual update 9150 of 50000, Stored update 9150 of 50000 -2 * Loglike = 2013.930341 Actual update 9200 of 50000, Stored update 9200 of 50000 -2 * Loglike = 2037.292043 Actual update 9250 of 50000, Stored update 9250 of 50000 -2 * Loglike = 2041.547390 Actual update 9300 of 50000, Stored update 9300 of 50000 -2 * Loglike = 2013.924822 Actual update 9350 of 50000, Stored update 9350 of 50000 -2 * Loglike = 2026.243097 Actual update 9400 of 50000, Stored update 9400 of 50000 -2 * Loglike = 2020.015649 Actual update 9450 of 50000, Stored update 9450 of 50000 -2 * Loglike = 2015.669786 Actual update 9500 of 50000, Stored update 9500 of 50000 -2 * Loglike = 2017.499102 Actual update 9550 of 50000, Stored update 9550 of 50000 -2 * Loglike = 2034.144397 Actual update 9600 of 50000, Stored update 9600 of 50000 -2 * Loglike = 2020.737868 Actual update 9650 of 50000, Stored update 9650 of 50000 -2 * Loglike = 2031.484764 Actual update 9700 of 50000, Stored update 9700 of 50000 -2 * Loglike = 2017.686904 Actual update 9750 of 50000, Stored update 9750 of 50000 -2 * Loglike = 2025.080516 Actual update 9800 of 50000, Stored update 9800 of 50000 -2 * Loglike = 2027.611657 Actual update 9850 of 50000, Stored update 9850 of 50000 -2 * Loglike = 2042.658342 Actual update 9900 of 50000, Stored update 9900 of 50000 -2 * Loglike = 2043.314887 Actual update 9950 of 50000, Stored update 9950 of 50000 -2 * Loglike = 2030.517896 Actual update 10000 of 50000, Stored update 10000 of 50000 -2 * Loglike = 2046.223747 Actual update 10050 of 50000, Stored update 10050 of 50000 -2 * Loglike = 2027.041844 Actual update 10100 of 50000, Stored update 10100 of 50000 -2 * Loglike = 2029.862850 Actual update 10150 of 50000, Stored update 10150 of 50000 -2 * Loglike = 2052.150965 Actual update 10200 of 50000, Stored update 10200 of 50000 -2 * Loglike = 2039.772927 Actual update 10250 of 50000, Stored update 10250 of 50000 -2 * Loglike = 2042.119193 Actual update 10300 of 50000, Stored update 10300 of 50000 -2 * Loglike = 2034.978352 Actual update 10350 of 50000, Stored update 10350 of 50000 -2 * Loglike = 2021.330767 Actual update 10400 of 50000, Stored update 10400 of 50000 -2 * Loglike = 2014.215682 Actual update 10450 of 50000, Stored update 10450 of 50000 -2 * Loglike = 2030.020673 Actual update 10500 of 50000, Stored update 10500 of 50000 -2 * Loglike = 2010.725788 Actual update 10550 of 50000, Stored update 10550 of 50000 -2 * Loglike = 2027.308651 Actual update 10600 of 50000, Stored update 10600 of 50000 -2 * Loglike = 2038.569654 Actual update 10650 of 50000, Stored update 10650 of 50000 -2 * Loglike = 2032.706124 Actual update 10700 of 50000, Stored update 10700 of 50000 -2 * Loglike = 2043.039166 Actual update 10750 of 50000, Stored update 10750 of 50000 -2 * Loglike = 2017.877094 Actual update 10800 of 50000, Stored update 10800 of 50000 -2 * Loglike = 2040.134863 Actual update 10850 of 50000, Stored update 10850 of 50000 -2 * Loglike = 2028.506055 Actual update 10900 of 50000, Stored update 10900 of 50000 -2 * Loglike = 2026.047883 Actual update 10950 of 50000, Stored update 10950 of 50000 -2 * Loglike = 2026.117251 Actual update 11000 of 50000, Stored update 11000 of 50000 -2 * Loglike = 2030.785102 Actual update 11050 of 50000, Stored update 11050 of 50000 -2 * Loglike = 2053.717843 Actual update 11100 of 50000, Stored update 11100 of 50000 -2 * Loglike = 2058.506576 Actual update 11150 of 50000, Stored update 11150 of 50000 -2 * Loglike = 2021.899184 Actual update 11200 of 50000, Stored update 11200 of 50000 -2 * Loglike = 2051.821702 Actual update 11250 of 50000, Stored update 11250 of 50000 -2 * Loglike = 2021.066433 Actual update 11300 of 50000, Stored update 11300 of 50000 -2 * Loglike = 2036.892266 Actual update 11350 of 50000, Stored update 11350 of 50000 -2 * Loglike = 2028.544959 Actual update 11400 of 50000, Stored update 11400 of 50000 -2 * Loglike = 2022.045573 Actual update 11450 of 50000, Stored update 11450 of 50000 -2 * Loglike = 2009.476013 Actual update 11500 of 50000, Stored update 11500 of 50000 -2 * Loglike = 2054.992897 Actual update 11550 of 50000, Stored update 11550 of 50000 -2 * Loglike = 2022.765655 Actual update 11600 of 50000, Stored update 11600 of 50000 -2 * Loglike = 2026.485218 Actual update 11650 of 50000, Stored update 11650 of 50000 -2 * Loglike = 2040.771152 Actual update 11700 of 50000, Stored update 11700 of 50000 -2 * Loglike = 2018.841468 Actual update 11750 of 50000, Stored update 11750 of 50000 -2 * Loglike = 2027.120338 Actual update 11800 of 50000, Stored update 11800 of 50000 -2 * Loglike = 2021.185920 Actual update 11850 of 50000, Stored update 11850 of 50000 -2 * Loglike = 2026.233324 Actual update 11900 of 50000, Stored update 11900 of 50000 -2 * Loglike = 2020.408924 Actual update 11950 of 50000, Stored update 11950 of 50000 -2 * Loglike = 2027.342409 Actual update 12000 of 50000, Stored update 12000 of 50000 -2 * Loglike = 2034.622117 Actual update 12050 of 50000, Stored update 12050 of 50000 -2 * Loglike = 2029.180805 Actual update 12100 of 50000, Stored update 12100 of 50000 -2 * Loglike = 2012.056613 Actual update 12150 of 50000, Stored update 12150 of 50000 -2 * Loglike = 2028.271199 Actual update 12200 of 50000, Stored update 12200 of 50000 -2 * Loglike = 2031.699151 Actual update 12250 of 50000, Stored update 12250 of 50000 -2 * Loglike = 2029.611990 Actual update 12300 of 50000, Stored update 12300 of 50000 -2 * Loglike = 2006.611366 Actual update 12350 of 50000, Stored update 12350 of 50000 -2 * Loglike = 2039.643259 Actual update 12400 of 50000, Stored update 12400 of 50000 -2 * Loglike = 2028.886585 Actual update 12450 of 50000, Stored update 12450 of 50000 -2 * Loglike = 2035.135729 Actual update 12500 of 50000, Stored update 12500 of 50000 -2 * Loglike = 2032.079881 Actual update 12550 of 50000, Stored update 12550 of 50000 -2 * Loglike = 2018.995844 Actual update 12600 of 50000, Stored update 12600 of 50000 -2 * Loglike = 2024.269768 Actual update 12650 of 50000, Stored update 12650 of 50000 -2 * Loglike = 2010.997402 Actual update 12700 of 50000, Stored update 12700 of 50000 -2 * Loglike = 2038.543165 Actual update 12750 of 50000, Stored update 12750 of 50000 -2 * Loglike = 2032.289408 Actual update 12800 of 50000, Stored update 12800 of 50000 -2 * Loglike = 2025.930940 Actual update 12850 of 50000, Stored update 12850 of 50000 -2 * Loglike = 2049.856303 Actual update 12900 of 50000, Stored update 12900 of 50000 -2 * Loglike = 2035.737469 Actual update 12950 of 50000, Stored update 12950 of 50000 -2 * Loglike = 2019.653090 Actual update 13000 of 50000, Stored update 13000 of 50000 -2 * Loglike = 2028.129261 Actual update 13050 of 50000, Stored update 13050 of 50000 -2 * Loglike = 2035.676207 Actual update 13100 of 50000, Stored update 13100 of 50000 -2 * Loglike = 2014.580128 Actual update 13150 of 50000, Stored update 13150 of 50000 -2 * Loglike = 2045.538911 Actual update 13200 of 50000, Stored update 13200 of 50000 -2 * Loglike = 2015.497047 Actual update 13250 of 50000, Stored update 13250 of 50000 -2 * Loglike = 2021.390968 Actual update 13300 of 50000, Stored update 13300 of 50000 -2 * Loglike = 2016.371453 Actual update 13350 of 50000, Stored update 13350 of 50000 -2 * Loglike = 2029.806481 Actual update 13400 of 50000, Stored update 13400 of 50000 -2 * Loglike = 2037.040594 Actual update 13450 of 50000, Stored update 13450 of 50000 -2 * Loglike = 2042.632847 Actual update 13500 of 50000, Stored update 13500 of 50000 -2 * Loglike = 2011.262399 Actual update 13550 of 50000, Stored update 13550 of 50000 -2 * Loglike = 2027.634076 Actual update 13600 of 50000, Stored update 13600 of 50000 -2 * Loglike = 2002.787094 Actual update 13650 of 50000, Stored update 13650 of 50000 -2 * Loglike = 2043.097665 Actual update 13700 of 50000, Stored update 13700 of 50000 -2 * Loglike = 2032.466615 Actual update 13750 of 50000, Stored update 13750 of 50000 -2 * Loglike = 2024.318448 Actual update 13800 of 50000, Stored update 13800 of 50000 -2 * Loglike = 2031.559498 Actual update 13850 of 50000, Stored update 13850 of 50000 -2 * Loglike = 2038.910169 Actual update 13900 of 50000, Stored update 13900 of 50000 -2 * Loglike = 2017.599480 Actual update 13950 of 50000, Stored update 13950 of 50000 -2 * Loglike = 2050.260474 Actual update 14000 of 50000, Stored update 14000 of 50000 -2 * Loglike = 2024.009155 Actual update 14050 of 50000, Stored update 14050 of 50000 -2 * Loglike = 2022.498677 Actual update 14100 of 50000, Stored update 14100 of 50000 -2 * Loglike = 2039.226639 Actual update 14150 of 50000, Stored update 14150 of 50000 -2 * Loglike = 2017.404417 Actual update 14200 of 50000, Stored update 14200 of 50000 -2 * Loglike = 2027.551912 Actual update 14250 of 50000, Stored update 14250 of 50000 -2 * Loglike = 2028.654745 Actual update 14300 of 50000, Stored update 14300 of 50000 -2 * Loglike = 2037.579405 Actual update 14350 of 50000, Stored update 14350 of 50000 -2 * Loglike = 2026.826059 Actual update 14400 of 50000, Stored update 14400 of 50000 -2 * Loglike = 2008.282542 Actual update 14450 of 50000, Stored update 14450 of 50000 -2 * Loglike = 2038.785660 Actual update 14500 of 50000, Stored update 14500 of 50000 -2 * Loglike = 2029.109783 Actual update 14550 of 50000, Stored update 14550 of 50000 -2 * Loglike = 2011.901568 Actual update 14600 of 50000, Stored update 14600 of 50000 -2 * Loglike = 2023.610007 Actual update 14650 of 50000, Stored update 14650 of 50000 -2 * Loglike = 2038.040375 Actual update 14700 of 50000, Stored update 14700 of 50000 -2 * Loglike = 2032.131712 Actual update 14750 of 50000, Stored update 14750 of 50000 -2 * Loglike = 2015.432403 Actual update 14800 of 50000, Stored update 14800 of 50000 -2 * Loglike = 2011.565216 Actual update 14850 of 50000, Stored update 14850 of 50000 -2 * Loglike = 2019.828665 Actual update 14900 of 50000, Stored update 14900 of 50000 -2 * Loglike = 2028.959738 Actual update 14950 of 50000, Stored update 14950 of 50000 -2 * Loglike = 2021.696144 Actual update 15000 of 50000, Stored update 15000 of 50000 -2 * Loglike = 2033.061655 Actual update 15050 of 50000, Stored update 15050 of 50000 -2 * Loglike = 2032.285621 Actual update 15100 of 50000, Stored update 15100 of 50000 -2 * Loglike = 2021.605175 Actual update 15150 of 50000, Stored update 15150 of 50000 -2 * Loglike = 2036.559765 Actual update 15200 of 50000, Stored update 15200 of 50000 -2 * Loglike = 2015.835791 Actual update 15250 of 50000, Stored update 15250 of 50000 -2 * Loglike = 2030.780930 Actual update 15300 of 50000, Stored update 15300 of 50000 -2 * Loglike = 2008.690450 Actual update 15350 of 50000, Stored update 15350 of 50000 -2 * Loglike = 2019.635899 Actual update 15400 of 50000, Stored update 15400 of 50000 -2 * Loglike = 2031.196482 Actual update 15450 of 50000, Stored update 15450 of 50000 -2 * Loglike = 2028.723649 Actual update 15500 of 50000, Stored update 15500 of 50000 -2 * Loglike = 2019.024493 Actual update 15550 of 50000, Stored update 15550 of 50000 -2 * Loglike = 2026.917282 Actual update 15600 of 50000, Stored update 15600 of 50000 -2 * Loglike = 2032.054927 Actual update 15650 of 50000, Stored update 15650 of 50000 -2 * Loglike = 2015.296911 Actual update 15700 of 50000, Stored update 15700 of 50000 -2 * Loglike = 2021.714656 Actual update 15750 of 50000, Stored update 15750 of 50000 -2 * Loglike = 2032.718829 Actual update 15800 of 50000, Stored update 15800 of 50000 -2 * Loglike = 2056.058548 Actual update 15850 of 50000, Stored update 15850 of 50000 -2 * Loglike = 2067.136989 Actual update 15900 of 50000, Stored update 15900 of 50000 -2 * Loglike = 2026.659325 Actual update 15950 of 50000, Stored update 15950 of 50000 -2 * Loglike = 2016.287618 Actual update 16000 of 50000, Stored update 16000 of 50000 -2 * Loglike = 2062.679558 Actual update 16050 of 50000, Stored update 16050 of 50000 -2 * Loglike = 2019.248155 Actual update 16100 of 50000, Stored update 16100 of 50000 -2 * Loglike = 2024.797126 Actual update 16150 of 50000, Stored update 16150 of 50000 -2 * Loglike = 2042.963367 Actual update 16200 of 50000, Stored update 16200 of 50000 -2 * Loglike = 2027.171843 Actual update 16250 of 50000, Stored update 16250 of 50000 -2 * Loglike = 2013.212218 Actual update 16300 of 50000, Stored update 16300 of 50000 -2 * Loglike = 2022.425748 Actual update 16350 of 50000, Stored update 16350 of 50000 -2 * Loglike = 2022.839240 Actual update 16400 of 50000, Stored update 16400 of 50000 -2 * Loglike = 2042.955208 Actual update 16450 of 50000, Stored update 16450 of 50000 -2 * Loglike = 2020.108079 Actual update 16500 of 50000, Stored update 16500 of 50000 -2 * Loglike = 2044.338332 Actual update 16550 of 50000, Stored update 16550 of 50000 -2 * Loglike = 2027.342465 Actual update 16600 of 50000, Stored update 16600 of 50000 -2 * Loglike = 2009.544736 Actual update 16650 of 50000, Stored update 16650 of 50000 -2 * Loglike = 2015.363255 Actual update 16700 of 50000, Stored update 16700 of 50000 -2 * Loglike = 2030.490609 Actual update 16750 of 50000, Stored update 16750 of 50000 -2 * Loglike = 2021.707926 Actual update 16800 of 50000, Stored update 16800 of 50000 -2 * Loglike = 2063.360124 Actual update 16850 of 50000, Stored update 16850 of 50000 -2 * Loglike = 2008.602094 Actual update 16900 of 50000, Stored update 16900 of 50000 -2 * Loglike = 2011.629204 Actual update 16950 of 50000, Stored update 16950 of 50000 -2 * Loglike = 2018.215633 Actual update 17000 of 50000, Stored update 17000 of 50000 -2 * Loglike = 2027.456704 Actual update 17050 of 50000, Stored update 17050 of 50000 -2 * Loglike = 2048.661018 Actual update 17100 of 50000, Stored update 17100 of 50000 -2 * Loglike = 2011.452928 Actual update 17150 of 50000, Stored update 17150 of 50000 -2 * Loglike = 2026.044891 Actual update 17200 of 50000, Stored update 17200 of 50000 -2 * Loglike = 2000.480838 Actual update 17250 of 50000, Stored update 17250 of 50000 -2 * Loglike = 2021.148235 Actual update 17300 of 50000, Stored update 17300 of 50000 -2 * Loglike = 2014.339528 Actual update 17350 of 50000, Stored update 17350 of 50000 -2 * Loglike = 2017.330760 Actual update 17400 of 50000, Stored update 17400 of 50000 -2 * Loglike = 2027.807716 Actual update 17450 of 50000, Stored update 17450 of 50000 -2 * Loglike = 2023.484237 Actual update 17500 of 50000, Stored update 17500 of 50000 -2 * Loglike = 2023.545898 Actual update 17550 of 50000, Stored update 17550 of 50000 -2 * Loglike = 2021.258006 Actual update 17600 of 50000, Stored update 17600 of 50000 -2 * Loglike = 2004.588716 Actual update 17650 of 50000, Stored update 17650 of 50000 -2 * Loglike = 2048.859472 Actual update 17700 of 50000, Stored update 17700 of 50000 -2 * Loglike = 2059.341951 Actual update 17750 of 50000, Stored update 17750 of 50000 -2 * Loglike = 2017.339990 Actual update 17800 of 50000, Stored update 17800 of 50000 -2 * Loglike = 2021.075030 Actual update 17850 of 50000, Stored update 17850 of 50000 -2 * Loglike = 2019.851108 Actual update 17900 of 50000, Stored update 17900 of 50000 -2 * Loglike = 2048.176476 Actual update 17950 of 50000, Stored update 17950 of 50000 -2 * Loglike = 2009.762384 Actual update 18000 of 50000, Stored update 18000 of 50000 -2 * Loglike = 2015.974431 Actual update 18050 of 50000, Stored update 18050 of 50000 -2 * Loglike = 2013.539769 Actual update 18100 of 50000, Stored update 18100 of 50000 -2 * Loglike = 2017.903803 Actual update 18150 of 50000, Stored update 18150 of 50000 -2 * Loglike = 2013.302485 Actual update 18200 of 50000, Stored update 18200 of 50000 -2 * Loglike = 2007.052311 Actual update 18250 of 50000, Stored update 18250 of 50000 -2 * Loglike = 2034.175946 Actual update 18300 of 50000, Stored update 18300 of 50000 -2 * Loglike = 2037.552978 Actual update 18350 of 50000, Stored update 18350 of 50000 -2 * Loglike = 2018.145119 Actual update 18400 of 50000, Stored update 18400 of 50000 -2 * Loglike = 2021.126153 Actual update 18450 of 50000, Stored update 18450 of 50000 -2 * Loglike = 2018.383581 Actual update 18500 of 50000, Stored update 18500 of 50000 -2 * Loglike = 2035.779186 Actual update 18550 of 50000, Stored update 18550 of 50000 -2 * Loglike = 2043.361430 Actual update 18600 of 50000, Stored update 18600 of 50000 -2 * Loglike = 2027.172021 Actual update 18650 of 50000, Stored update 18650 of 50000 -2 * Loglike = 2021.049695 Actual update 18700 of 50000, Stored update 18700 of 50000 -2 * Loglike = 2022.317003 Actual update 18750 of 50000, Stored update 18750 of 50000 -2 * Loglike = 2052.501011 Actual update 18800 of 50000, Stored update 18800 of 50000 -2 * Loglike = 2024.408186 Actual update 18850 of 50000, Stored update 18850 of 50000 -2 * Loglike = 2006.057968 Actual update 18900 of 50000, Stored update 18900 of 50000 -2 * Loglike = 2027.992726 Actual update 18950 of 50000, Stored update 18950 of 50000 -2 * Loglike = 2039.251548 Actual update 19000 of 50000, Stored update 19000 of 50000 -2 * Loglike = 2038.078273 Actual update 19050 of 50000, Stored update 19050 of 50000 -2 * Loglike = 2053.932255 Actual update 19100 of 50000, Stored update 19100 of 50000 -2 * Loglike = 2026.851622 Actual update 19150 of 50000, Stored update 19150 of 50000 -2 * Loglike = 2005.172626 Actual update 19200 of 50000, Stored update 19200 of 50000 -2 * Loglike = 2017.846216 Actual update 19250 of 50000, Stored update 19250 of 50000 -2 * Loglike = 2025.177541 Actual update 19300 of 50000, Stored update 19300 of 50000 -2 * Loglike = 2029.052238 Actual update 19350 of 50000, Stored update 19350 of 50000 -2 * Loglike = 2015.666295 Actual update 19400 of 50000, Stored update 19400 of 50000 -2 * Loglike = 2030.727497 Actual update 19450 of 50000, Stored update 19450 of 50000 -2 * Loglike = 2045.096552 Actual update 19500 of 50000, Stored update 19500 of 50000 -2 * Loglike = 2016.346890 Actual update 19550 of 50000, Stored update 19550 of 50000 -2 * Loglike = 2029.610718 Actual update 19600 of 50000, Stored update 19600 of 50000 -2 * Loglike = 2037.945743 Actual update 19650 of 50000, Stored update 19650 of 50000 -2 * Loglike = 2024.460889 Actual update 19700 of 50000, Stored update 19700 of 50000 -2 * Loglike = 2019.050507 Actual update 19750 of 50000, Stored update 19750 of 50000 -2 * Loglike = 2007.744207 Actual update 19800 of 50000, Stored update 19800 of 50000 -2 * Loglike = 2035.011665 Actual update 19850 of 50000, Stored update 19850 of 50000 -2 * Loglike = 2020.313636 Actual update 19900 of 50000, Stored update 19900 of 50000 -2 * Loglike = 2038.054266 Actual update 19950 of 50000, Stored update 19950 of 50000 -2 * Loglike = 2009.177444 Actual update 20000 of 50000, Stored update 20000 of 50000 -2 * Loglike = 2043.390164 Actual update 20050 of 50000, Stored update 20050 of 50000 -2 * Loglike = 2027.513686 Actual update 20100 of 50000, Stored update 20100 of 50000 -2 * Loglike = 2040.507118 Actual update 20150 of 50000, Stored update 20150 of 50000 -2 * Loglike = 2044.008247 Actual update 20200 of 50000, Stored update 20200 of 50000 -2 * Loglike = 2024.531996 Actual update 20250 of 50000, Stored update 20250 of 50000 -2 * Loglike = 2053.626496 Actual update 20300 of 50000, Stored update 20300 of 50000 -2 * Loglike = 2026.932530 Actual update 20350 of 50000, Stored update 20350 of 50000 -2 * Loglike = 2030.192318 Actual update 20400 of 50000, Stored update 20400 of 50000 -2 * Loglike = 2024.282691 Actual update 20450 of 50000, Stored update 20450 of 50000 -2 * Loglike = 2037.493420 Actual update 20500 of 50000, Stored update 20500 of 50000 -2 * Loglike = 2023.091957 Actual update 20550 of 50000, Stored update 20550 of 50000 -2 * Loglike = 2027.075467 Actual update 20600 of 50000, Stored update 20600 of 50000 -2 * Loglike = 2022.731073 Actual update 20650 of 50000, Stored update 20650 of 50000 -2 * Loglike = 2029.518143 Actual update 20700 of 50000, Stored update 20700 of 50000 -2 * Loglike = 2036.983146 Actual update 20750 of 50000, Stored update 20750 of 50000 -2 * Loglike = 2005.683012 Actual update 20800 of 50000, Stored update 20800 of 50000 -2 * Loglike = 2027.766206 Actual update 20850 of 50000, Stored update 20850 of 50000 -2 * Loglike = 2016.476278 Actual update 20900 of 50000, Stored update 20900 of 50000 -2 * Loglike = 2069.092147 Actual update 20950 of 50000, Stored update 20950 of 50000 -2 * Loglike = 2053.619073 Actual update 21000 of 50000, Stored update 21000 of 50000 -2 * Loglike = 2039.771190 Actual update 21050 of 50000, Stored update 21050 of 50000 -2 * Loglike = 2021.932836 Actual update 21100 of 50000, Stored update 21100 of 50000 -2 * Loglike = 2024.072038 Actual update 21150 of 50000, Stored update 21150 of 50000 -2 * Loglike = 2028.764400 Actual update 21200 of 50000, Stored update 21200 of 50000 -2 * Loglike = 2031.170691 Actual update 21250 of 50000, Stored update 21250 of 50000 -2 * Loglike = 2042.705480 Actual update 21300 of 50000, Stored update 21300 of 50000 -2 * Loglike = 2047.653248 Actual update 21350 of 50000, Stored update 21350 of 50000 -2 * Loglike = 2026.605137 Actual update 21400 of 50000, Stored update 21400 of 50000 -2 * Loglike = 2044.112982 Actual update 21450 of 50000, Stored update 21450 of 50000 -2 * Loglike = 2022.791324 Actual update 21500 of 50000, Stored update 21500 of 50000 -2 * Loglike = 2020.773068 Actual update 21550 of 50000, Stored update 21550 of 50000 -2 * Loglike = 2035.347250 Actual update 21600 of 50000, Stored update 21600 of 50000 -2 * Loglike = 2017.041733 Actual update 21650 of 50000, Stored update 21650 of 50000 -2 * Loglike = 2010.466478 Actual update 21700 of 50000, Stored update 21700 of 50000 -2 * Loglike = 2020.053409 Actual update 21750 of 50000, Stored update 21750 of 50000 -2 * Loglike = 2021.089698 Actual update 21800 of 50000, Stored update 21800 of 50000 -2 * Loglike = 2027.806778 Actual update 21850 of 50000, Stored update 21850 of 50000 -2 * Loglike = 2036.639273 Actual update 21900 of 50000, Stored update 21900 of 50000 -2 * Loglike = 2028.311300 Actual update 21950 of 50000, Stored update 21950 of 50000 -2 * Loglike = 2034.105271 Actual update 22000 of 50000, Stored update 22000 of 50000 -2 * Loglike = 2033.363064 Actual update 22050 of 50000, Stored update 22050 of 50000 -2 * Loglike = 2046.085791 Actual update 22100 of 50000, Stored update 22100 of 50000 -2 * Loglike = 2034.286266 Actual update 22150 of 50000, Stored update 22150 of 50000 -2 * Loglike = 2011.530199 Actual update 22200 of 50000, Stored update 22200 of 50000 -2 * Loglike = 2036.767644 Actual update 22250 of 50000, Stored update 22250 of 50000 -2 * Loglike = 2026.115948 Actual update 22300 of 50000, Stored update 22300 of 50000 -2 * Loglike = 2054.844683 Actual update 22350 of 50000, Stored update 22350 of 50000 -2 * Loglike = 2044.757694 Actual update 22400 of 50000, Stored update 22400 of 50000 -2 * Loglike = 2037.098628 Actual update 22450 of 50000, Stored update 22450 of 50000 -2 * Loglike = 2019.962951 Actual update 22500 of 50000, Stored update 22500 of 50000 -2 * Loglike = 2025.759711 Actual update 22550 of 50000, Stored update 22550 of 50000 -2 * Loglike = 2033.983329 Actual update 22600 of 50000, Stored update 22600 of 50000 -2 * Loglike = 2045.672962 Actual update 22650 of 50000, Stored update 22650 of 50000 -2 * Loglike = 2032.047993 Actual update 22700 of 50000, Stored update 22700 of 50000 -2 * Loglike = 2030.697855 Actual update 22750 of 50000, Stored update 22750 of 50000 -2 * Loglike = 2016.156807 Actual update 22800 of 50000, Stored update 22800 of 50000 -2 * Loglike = 2036.679556 Actual update 22850 of 50000, Stored update 22850 of 50000 -2 * Loglike = 2029.700767 Actual update 22900 of 50000, Stored update 22900 of 50000 -2 * Loglike = 2026.698092 Actual update 22950 of 50000, Stored update 22950 of 50000 -2 * Loglike = 2035.882873 Actual update 23000 of 50000, Stored update 23000 of 50000 -2 * Loglike = 2030.294182 Actual update 23050 of 50000, Stored update 23050 of 50000 -2 * Loglike = 2017.721955 Actual update 23100 of 50000, Stored update 23100 of 50000 -2 * Loglike = 2021.367252 Actual update 23150 of 50000, Stored update 23150 of 50000 -2 * Loglike = 2029.234546 Actual update 23200 of 50000, Stored update 23200 of 50000 -2 * Loglike = 2021.855232 Actual update 23250 of 50000, Stored update 23250 of 50000 -2 * Loglike = 2025.113852 Actual update 23300 of 50000, Stored update 23300 of 50000 -2 * Loglike = 2024.349762 Actual update 23350 of 50000, Stored update 23350 of 50000 -2 * Loglike = 2032.914498 Actual update 23400 of 50000, Stored update 23400 of 50000 -2 * Loglike = 2028.710389 Actual update 23450 of 50000, Stored update 23450 of 50000 -2 * Loglike = 2031.930974 Actual update 23500 of 50000, Stored update 23500 of 50000 -2 * Loglike = 2014.929020 Actual update 23550 of 50000, Stored update 23550 of 50000 -2 * Loglike = 2017.717101 Actual update 23600 of 50000, Stored update 23600 of 50000 -2 * Loglike = 2027.034117 Actual update 23650 of 50000, Stored update 23650 of 50000 -2 * Loglike = 2034.315063 Actual update 23700 of 50000, Stored update 23700 of 50000 -2 * Loglike = 2026.295039 Actual update 23750 of 50000, Stored update 23750 of 50000 -2 * Loglike = 2027.803477 Actual update 23800 of 50000, Stored update 23800 of 50000 -2 * Loglike = 2046.928578 Actual update 23850 of 50000, Stored update 23850 of 50000 -2 * Loglike = 2040.082442 Actual update 23900 of 50000, Stored update 23900 of 50000 -2 * Loglike = 2006.164194 Actual update 23950 of 50000, Stored update 23950 of 50000 -2 * Loglike = 2022.468465 Actual update 24000 of 50000, Stored update 24000 of 50000 -2 * Loglike = 2026.907291 Actual update 24050 of 50000, Stored update 24050 of 50000 -2 * Loglike = 2034.403810 Actual update 24100 of 50000, Stored update 24100 of 50000 -2 * Loglike = 2015.229987 Actual update 24150 of 50000, Stored update 24150 of 50000 -2 * Loglike = 2018.591156 Actual update 24200 of 50000, Stored update 24200 of 50000 -2 * Loglike = 2022.776575 Actual update 24250 of 50000, Stored update 24250 of 50000 -2 * Loglike = 2046.125707 Actual update 24300 of 50000, Stored update 24300 of 50000 -2 * Loglike = 2006.449467 Actual update 24350 of 50000, Stored update 24350 of 50000 -2 * Loglike = 2022.432031 Actual update 24400 of 50000, Stored update 24400 of 50000 -2 * Loglike = 2025.192359 Actual update 24450 of 50000, Stored update 24450 of 50000 -2 * Loglike = 2041.203583 Actual update 24500 of 50000, Stored update 24500 of 50000 -2 * Loglike = 2038.603865 Actual update 24550 of 50000, Stored update 24550 of 50000 -2 * Loglike = 2065.100488 Actual update 24600 of 50000, Stored update 24600 of 50000 -2 * Loglike = 2018.413878 Actual update 24650 of 50000, Stored update 24650 of 50000 -2 * Loglike = 2035.701725 Actual update 24700 of 50000, Stored update 24700 of 50000 -2 * Loglike = 2030.148047 Actual update 24750 of 50000, Stored update 24750 of 50000 -2 * Loglike = 2033.960018 Actual update 24800 of 50000, Stored update 24800 of 50000 -2 * Loglike = 2012.871717 Actual update 24850 of 50000, Stored update 24850 of 50000 -2 * Loglike = 2016.451982 Actual update 24900 of 50000, Stored update 24900 of 50000 -2 * Loglike = 2033.357412 Actual update 24950 of 50000, Stored update 24950 of 50000 -2 * Loglike = 2002.271355 Actual update 25000 of 50000, Stored update 25000 of 50000 -2 * Loglike = 2024.740335 Actual update 25050 of 50000, Stored update 25050 of 50000 -2 * Loglike = 2042.841059 Actual update 25100 of 50000, Stored update 25100 of 50000 -2 * Loglike = 2022.075362 Actual update 25150 of 50000, Stored update 25150 of 50000 -2 * Loglike = 2022.157557 Actual update 25200 of 50000, Stored update 25200 of 50000 -2 * Loglike = 2038.357992 Actual update 25250 of 50000, Stored update 25250 of 50000 -2 * Loglike = 2016.702704 Actual update 25300 of 50000, Stored update 25300 of 50000 -2 * Loglike = 2027.570787 Actual update 25350 of 50000, Stored update 25350 of 50000 -2 * Loglike = 2026.972862 Actual update 25400 of 50000, Stored update 25400 of 50000 -2 * Loglike = 2022.292141 Actual update 25450 of 50000, Stored update 25450 of 50000 -2 * Loglike = 2034.392970 Actual update 25500 of 50000, Stored update 25500 of 50000 -2 * Loglike = 2030.963013 Actual update 25550 of 50000, Stored update 25550 of 50000 -2 * Loglike = 2027.784022 Actual update 25600 of 50000, Stored update 25600 of 50000 -2 * Loglike = 2017.344280 Actual update 25650 of 50000, Stored update 25650 of 50000 -2 * Loglike = 2036.875074 Actual update 25700 of 50000, Stored update 25700 of 50000 -2 * Loglike = 2016.286960 Actual update 25750 of 50000, Stored update 25750 of 50000 -2 * Loglike = 2020.848778 Actual update 25800 of 50000, Stored update 25800 of 50000 -2 * Loglike = 2038.108625 Actual update 25850 of 50000, Stored update 25850 of 50000 -2 * Loglike = 2026.073437 Actual update 25900 of 50000, Stored update 25900 of 50000 -2 * Loglike = 2049.330889 Actual update 25950 of 50000, Stored update 25950 of 50000 -2 * Loglike = 1994.647205 Actual update 26000 of 50000, Stored update 26000 of 50000 -2 * Loglike = 2058.461218 Actual update 26050 of 50000, Stored update 26050 of 50000 -2 * Loglike = 2015.881166 Actual update 26100 of 50000, Stored update 26100 of 50000 -2 * Loglike = 2011.712956 Actual update 26150 of 50000, Stored update 26150 of 50000 -2 * Loglike = 2030.400460 Actual update 26200 of 50000, Stored update 26200 of 50000 -2 * Loglike = 2036.226484 Actual update 26250 of 50000, Stored update 26250 of 50000 -2 * Loglike = 2007.394044 Actual update 26300 of 50000, Stored update 26300 of 50000 -2 * Loglike = 2025.113739 Actual update 26350 of 50000, Stored update 26350 of 50000 -2 * Loglike = 2024.595024 Actual update 26400 of 50000, Stored update 26400 of 50000 -2 * Loglike = 2047.647310 Actual update 26450 of 50000, Stored update 26450 of 50000 -2 * Loglike = 2035.867568 Actual update 26500 of 50000, Stored update 26500 of 50000 -2 * Loglike = 2033.686227 Actual update 26550 of 50000, Stored update 26550 of 50000 -2 * Loglike = 2043.783824 Actual update 26600 of 50000, Stored update 26600 of 50000 -2 * Loglike = 2017.164035 Actual update 26650 of 50000, Stored update 26650 of 50000 -2 * Loglike = 2022.172120 Actual update 26700 of 50000, Stored update 26700 of 50000 -2 * Loglike = 2028.056158 Actual update 26750 of 50000, Stored update 26750 of 50000 -2 * Loglike = 2026.216328 Actual update 26800 of 50000, Stored update 26800 of 50000 -2 * Loglike = 2033.157249 Actual update 26850 of 50000, Stored update 26850 of 50000 -2 * Loglike = 2014.667094 Actual update 26900 of 50000, Stored update 26900 of 50000 -2 * Loglike = 2029.550254 Actual update 26950 of 50000, Stored update 26950 of 50000 -2 * Loglike = 2011.851975 Actual update 27000 of 50000, Stored update 27000 of 50000 -2 * Loglike = 2038.645456 Actual update 27050 of 50000, Stored update 27050 of 50000 -2 * Loglike = 2025.913753 Actual update 27100 of 50000, Stored update 27100 of 50000 -2 * Loglike = 2022.418059 Actual update 27150 of 50000, Stored update 27150 of 50000 -2 * Loglike = 2029.402149 Actual update 27200 of 50000, Stored update 27200 of 50000 -2 * Loglike = 2011.481077 Actual update 27250 of 50000, Stored update 27250 of 50000 -2 * Loglike = 2010.601422 Actual update 27300 of 50000, Stored update 27300 of 50000 -2 * Loglike = 2029.556389 Actual update 27350 of 50000, Stored update 27350 of 50000 -2 * Loglike = 2026.196084 Actual update 27400 of 50000, Stored update 27400 of 50000 -2 * Loglike = 2029.945502 Actual update 27450 of 50000, Stored update 27450 of 50000 -2 * Loglike = 2030.756969 Actual update 27500 of 50000, Stored update 27500 of 50000 -2 * Loglike = 2033.910027 Actual update 27550 of 50000, Stored update 27550 of 50000 -2 * Loglike = 2029.089481 Actual update 27600 of 50000, Stored update 27600 of 50000 -2 * Loglike = 2021.307071 Actual update 27650 of 50000, Stored update 27650 of 50000 -2 * Loglike = 2025.334404 Actual update 27700 of 50000, Stored update 27700 of 50000 -2 * Loglike = 2020.386583 Actual update 27750 of 50000, Stored update 27750 of 50000 -2 * Loglike = 2025.799852 Actual update 27800 of 50000, Stored update 27800 of 50000 -2 * Loglike = 2027.319777 Actual update 27850 of 50000, Stored update 27850 of 50000 -2 * Loglike = 2051.886429 Actual update 27900 of 50000, Stored update 27900 of 50000 -2 * Loglike = 2017.588170 Actual update 27950 of 50000, Stored update 27950 of 50000 -2 * Loglike = 2031.640449 Actual update 28000 of 50000, Stored update 28000 of 50000 -2 * Loglike = 2032.048135 Actual update 28050 of 50000, Stored update 28050 of 50000 -2 * Loglike = 2020.695938 Actual update 28100 of 50000, Stored update 28100 of 50000 -2 * Loglike = 2024.622894 Actual update 28150 of 50000, Stored update 28150 of 50000 -2 * Loglike = 2041.646926 Actual update 28200 of 50000, Stored update 28200 of 50000 -2 * Loglike = 2024.783570 Actual update 28250 of 50000, Stored update 28250 of 50000 -2 * Loglike = 2010.597824 Actual update 28300 of 50000, Stored update 28300 of 50000 -2 * Loglike = 2017.334505 Actual update 28350 of 50000, Stored update 28350 of 50000 -2 * Loglike = 2020.076319 Actual update 28400 of 50000, Stored update 28400 of 50000 -2 * Loglike = 2041.957285 Actual update 28450 of 50000, Stored update 28450 of 50000 -2 * Loglike = 2033.869282 Actual update 28500 of 50000, Stored update 28500 of 50000 -2 * Loglike = 2025.125678 Actual update 28550 of 50000, Stored update 28550 of 50000 -2 * Loglike = 2030.368906 Actual update 28600 of 50000, Stored update 28600 of 50000 -2 * Loglike = 2063.818503 Actual update 28650 of 50000, Stored update 28650 of 50000 -2 * Loglike = 2036.893580 Actual update 28700 of 50000, Stored update 28700 of 50000 -2 * Loglike = 2037.074960 Actual update 28750 of 50000, Stored update 28750 of 50000 -2 * Loglike = 2038.932800 Actual update 28800 of 50000, Stored update 28800 of 50000 -2 * Loglike = 2024.821856 Actual update 28850 of 50000, Stored update 28850 of 50000 -2 * Loglike = 2031.372268 Actual update 28900 of 50000, Stored update 28900 of 50000 -2 * Loglike = 2031.018661 Actual update 28950 of 50000, Stored update 28950 of 50000 -2 * Loglike = 2049.435946 Actual update 29000 of 50000, Stored update 29000 of 50000 -2 * Loglike = 2013.160595 Actual update 29050 of 50000, Stored update 29050 of 50000 -2 * Loglike = 2030.209720 Actual update 29100 of 50000, Stored update 29100 of 50000 -2 * Loglike = 2027.033012 Actual update 29150 of 50000, Stored update 29150 of 50000 -2 * Loglike = 2022.594940 Actual update 29200 of 50000, Stored update 29200 of 50000 -2 * Loglike = 2027.718233 Actual update 29250 of 50000, Stored update 29250 of 50000 -2 * Loglike = 2036.082807 Actual update 29300 of 50000, Stored update 29300 of 50000 -2 * Loglike = 2032.966728 Actual update 29350 of 50000, Stored update 29350 of 50000 -2 * Loglike = 2034.728829 Actual update 29400 of 50000, Stored update 29400 of 50000 -2 * Loglike = 2028.629331 Actual update 29450 of 50000, Stored update 29450 of 50000 -2 * Loglike = 2013.110984 Actual update 29500 of 50000, Stored update 29500 of 50000 -2 * Loglike = 2018.435975 Actual update 29550 of 50000, Stored update 29550 of 50000 -2 * Loglike = 2049.664289 Actual update 29600 of 50000, Stored update 29600 of 50000 -2 * Loglike = 2023.952299 Actual update 29650 of 50000, Stored update 29650 of 50000 -2 * Loglike = 2019.636158 Actual update 29700 of 50000, Stored update 29700 of 50000 -2 * Loglike = 2012.022393 Actual update 29750 of 50000, Stored update 29750 of 50000 -2 * Loglike = 2033.335838 Actual update 29800 of 50000, Stored update 29800 of 50000 -2 * Loglike = 2008.140911 Actual update 29850 of 50000, Stored update 29850 of 50000 -2 * Loglike = 2024.410998 Actual update 29900 of 50000, Stored update 29900 of 50000 -2 * Loglike = 2022.393412 Actual update 29950 of 50000, Stored update 29950 of 50000 -2 * Loglike = 2025.034735 Actual update 30000 of 50000, Stored update 30000 of 50000 -2 * Loglike = 2019.489271 Actual update 30050 of 50000, Stored update 30050 of 50000 -2 * Loglike = 2008.645728 Actual update 30100 of 50000, Stored update 30100 of 50000 -2 * Loglike = 2021.251196 Actual update 30150 of 50000, Stored update 30150 of 50000 -2 * Loglike = 2046.620668 Actual update 30200 of 50000, Stored update 30200 of 50000 -2 * Loglike = 2019.423975 Actual update 30250 of 50000, Stored update 30250 of 50000 -2 * Loglike = 2031.988089 Actual update 30300 of 50000, Stored update 30300 of 50000 -2 * Loglike = 2050.216677 Actual update 30350 of 50000, Stored update 30350 of 50000 -2 * Loglike = 2028.359335 Actual update 30400 of 50000, Stored update 30400 of 50000 -2 * Loglike = 2034.531921 Actual update 30450 of 50000, Stored update 30450 of 50000 -2 * Loglike = 2021.694723 Actual update 30500 of 50000, Stored update 30500 of 50000 -2 * Loglike = 2046.150098 Actual update 30550 of 50000, Stored update 30550 of 50000 -2 * Loglike = 2012.524771 Actual update 30600 of 50000, Stored update 30600 of 50000 -2 * Loglike = 2037.890321 Actual update 30650 of 50000, Stored update 30650 of 50000 -2 * Loglike = 2019.181708 Actual update 30700 of 50000, Stored update 30700 of 50000 -2 * Loglike = 2040.210546 Actual update 30750 of 50000, Stored update 30750 of 50000 -2 * Loglike = 2043.912815 Actual update 30800 of 50000, Stored update 30800 of 50000 -2 * Loglike = 2026.890887 Actual update 30850 of 50000, Stored update 30850 of 50000 -2 * Loglike = 2041.316009 Actual update 30900 of 50000, Stored update 30900 of 50000 -2 * Loglike = 2049.067038 Actual update 30950 of 50000, Stored update 30950 of 50000 -2 * Loglike = 2043.747629 Actual update 31000 of 50000, Stored update 31000 of 50000 -2 * Loglike = 2034.774533 Actual update 31050 of 50000, Stored update 31050 of 50000 -2 * Loglike = 2026.681398 Actual update 31100 of 50000, Stored update 31100 of 50000 -2 * Loglike = 2029.021878 Actual update 31150 of 50000, Stored update 31150 of 50000 -2 * Loglike = 2039.932794 Actual update 31200 of 50000, Stored update 31200 of 50000 -2 * Loglike = 2018.287853 Actual update 31250 of 50000, Stored update 31250 of 50000 -2 * Loglike = 2019.092648 Actual update 31300 of 50000, Stored update 31300 of 50000 -2 * Loglike = 2036.006426 Actual update 31350 of 50000, Stored update 31350 of 50000 -2 * Loglike = 2034.970914 Actual update 31400 of 50000, Stored update 31400 of 50000 -2 * Loglike = 2035.653385 Actual update 31450 of 50000, Stored update 31450 of 50000 -2 * Loglike = 2012.670437 Actual update 31500 of 50000, Stored update 31500 of 50000 -2 * Loglike = 2013.302395 Actual update 31550 of 50000, Stored update 31550 of 50000 -2 * Loglike = 2054.019996 Actual update 31600 of 50000, Stored update 31600 of 50000 -2 * Loglike = 2047.646030 Actual update 31650 of 50000, Stored update 31650 of 50000 -2 * Loglike = 2009.847625 Actual update 31700 of 50000, Stored update 31700 of 50000 -2 * Loglike = 2008.412064 Actual update 31750 of 50000, Stored update 31750 of 50000 -2 * Loglike = 2026.974664 Actual update 31800 of 50000, Stored update 31800 of 50000 -2 * Loglike = 2015.641681 Actual update 31850 of 50000, Stored update 31850 of 50000 -2 * Loglike = 2041.033916 Actual update 31900 of 50000, Stored update 31900 of 50000 -2 * Loglike = 2015.704422 Actual update 31950 of 50000, Stored update 31950 of 50000 -2 * Loglike = 2033.741709 Actual update 32000 of 50000, Stored update 32000 of 50000 -2 * Loglike = 2017.423399 Actual update 32050 of 50000, Stored update 32050 of 50000 -2 * Loglike = 2006.958418 Actual update 32100 of 50000, Stored update 32100 of 50000 -2 * Loglike = 2035.984490 Actual update 32150 of 50000, Stored update 32150 of 50000 -2 * Loglike = 2012.575322 Actual update 32200 of 50000, Stored update 32200 of 50000 -2 * Loglike = 2032.230735 Actual update 32250 of 50000, Stored update 32250 of 50000 -2 * Loglike = 2036.072284 Actual update 32300 of 50000, Stored update 32300 of 50000 -2 * Loglike = 2028.298244 Actual update 32350 of 50000, Stored update 32350 of 50000 -2 * Loglike = 2039.782462 Actual update 32400 of 50000, Stored update 32400 of 50000 -2 * Loglike = 2022.299790 Actual update 32450 of 50000, Stored update 32450 of 50000 -2 * Loglike = 2023.920520 Actual update 32500 of 50000, Stored update 32500 of 50000 -2 * Loglike = 2007.681184 Actual update 32550 of 50000, Stored update 32550 of 50000 -2 * Loglike = 2049.138910 Actual update 32600 of 50000, Stored update 32600 of 50000 -2 * Loglike = 2016.548700 Actual update 32650 of 50000, Stored update 32650 of 50000 -2 * Loglike = 2032.900671 Actual update 32700 of 50000, Stored update 32700 of 50000 -2 * Loglike = 2033.398993 Actual update 32750 of 50000, Stored update 32750 of 50000 -2 * Loglike = 2040.596695 Actual update 32800 of 50000, Stored update 32800 of 50000 -2 * Loglike = 2029.089535 Actual update 32850 of 50000, Stored update 32850 of 50000 -2 * Loglike = 2032.417129 Actual update 32900 of 50000, Stored update 32900 of 50000 -2 * Loglike = 2026.884058 Actual update 32950 of 50000, Stored update 32950 of 50000 -2 * Loglike = 2036.561817 Actual update 33000 of 50000, Stored update 33000 of 50000 -2 * Loglike = 2013.357064 Actual update 33050 of 50000, Stored update 33050 of 50000 -2 * Loglike = 2029.975555 Actual update 33100 of 50000, Stored update 33100 of 50000 -2 * Loglike = 2018.556439 Actual update 33150 of 50000, Stored update 33150 of 50000 -2 * Loglike = 2010.337430 Actual update 33200 of 50000, Stored update 33200 of 50000 -2 * Loglike = 2023.731576 Actual update 33250 of 50000, Stored update 33250 of 50000 -2 * Loglike = 2030.806066 Actual update 33300 of 50000, Stored update 33300 of 50000 -2 * Loglike = 2028.368858 Actual update 33350 of 50000, Stored update 33350 of 50000 -2 * Loglike = 2039.407667 Actual update 33400 of 50000, Stored update 33400 of 50000 -2 * Loglike = 2027.546989 Actual update 33450 of 50000, Stored update 33450 of 50000 -2 * Loglike = 2030.888762 Actual update 33500 of 50000, Stored update 33500 of 50000 -2 * Loglike = 2039.064894 Actual update 33550 of 50000, Stored update 33550 of 50000 -2 * Loglike = 2029.880312 Actual update 33600 of 50000, Stored update 33600 of 50000 -2 * Loglike = 2045.654137 Actual update 33650 of 50000, Stored update 33650 of 50000 -2 * Loglike = 2030.360520 Actual update 33700 of 50000, Stored update 33700 of 50000 -2 * Loglike = 2010.292454 Actual update 33750 of 50000, Stored update 33750 of 50000 -2 * Loglike = 2003.077243 Actual update 33800 of 50000, Stored update 33800 of 50000 -2 * Loglike = 2017.480552 Actual update 33850 of 50000, Stored update 33850 of 50000 -2 * Loglike = 2044.941513 Actual update 33900 of 50000, Stored update 33900 of 50000 -2 * Loglike = 2015.231134 Actual update 33950 of 50000, Stored update 33950 of 50000 -2 * Loglike = 2025.064726 Actual update 34000 of 50000, Stored update 34000 of 50000 -2 * Loglike = 2025.214897 Actual update 34050 of 50000, Stored update 34050 of 50000 -2 * Loglike = 2008.842079 Actual update 34100 of 50000, Stored update 34100 of 50000 -2 * Loglike = 2005.245255 Actual update 34150 of 50000, Stored update 34150 of 50000 -2 * Loglike = 2034.603797 Actual update 34200 of 50000, Stored update 34200 of 50000 -2 * Loglike = 2042.744269 Actual update 34250 of 50000, Stored update 34250 of 50000 -2 * Loglike = 2064.185629 Actual update 34300 of 50000, Stored update 34300 of 50000 -2 * Loglike = 2017.166553 Actual update 34350 of 50000, Stored update 34350 of 50000 -2 * Loglike = 2014.531445 Actual update 34400 of 50000, Stored update 34400 of 50000 -2 * Loglike = 2044.867367 Actual update 34450 of 50000, Stored update 34450 of 50000 -2 * Loglike = 2026.885707 Actual update 34500 of 50000, Stored update 34500 of 50000 -2 * Loglike = 2044.477105 Actual update 34550 of 50000, Stored update 34550 of 50000 -2 * Loglike = 2019.388472 Actual update 34600 of 50000, Stored update 34600 of 50000 -2 * Loglike = 2032.784012 Actual update 34650 of 50000, Stored update 34650 of 50000 -2 * Loglike = 2034.515656 Actual update 34700 of 50000, Stored update 34700 of 50000 -2 * Loglike = 2043.021490 Actual update 34750 of 50000, Stored update 34750 of 50000 -2 * Loglike = 2032.236878 Actual update 34800 of 50000, Stored update 34800 of 50000 -2 * Loglike = 2026.189470 Actual update 34850 of 50000, Stored update 34850 of 50000 -2 * Loglike = 2037.386810 Actual update 34900 of 50000, Stored update 34900 of 50000 -2 * Loglike = 2005.849273 Actual update 34950 of 50000, Stored update 34950 of 50000 -2 * Loglike = 2026.300656 Actual update 35000 of 50000, Stored update 35000 of 50000 -2 * Loglike = 2038.494743 Actual update 35050 of 50000, Stored update 35050 of 50000 -2 * Loglike = 2035.671718 Actual update 35100 of 50000, Stored update 35100 of 50000 -2 * Loglike = 2050.987022 Actual update 35150 of 50000, Stored update 35150 of 50000 -2 * Loglike = 2039.856714 Actual update 35200 of 50000, Stored update 35200 of 50000 -2 * Loglike = 2043.169424 Actual update 35250 of 50000, Stored update 35250 of 50000 -2 * Loglike = 2033.275191 Actual update 35300 of 50000, Stored update 35300 of 50000 -2 * Loglike = 2027.283479 Actual update 35350 of 50000, Stored update 35350 of 50000 -2 * Loglike = 2025.446050 Actual update 35400 of 50000, Stored update 35400 of 50000 -2 * Loglike = 2011.591026 Actual update 35450 of 50000, Stored update 35450 of 50000 -2 * Loglike = 2015.353431 Actual update 35500 of 50000, Stored update 35500 of 50000 -2 * Loglike = 2022.886376 Actual update 35550 of 50000, Stored update 35550 of 50000 -2 * Loglike = 2013.042859 Actual update 35600 of 50000, Stored update 35600 of 50000 -2 * Loglike = 2015.448262 Actual update 35650 of 50000, Stored update 35650 of 50000 -2 * Loglike = 2026.876024 Actual update 35700 of 50000, Stored update 35700 of 50000 -2 * Loglike = 2038.977341 Actual update 35750 of 50000, Stored update 35750 of 50000 -2 * Loglike = 2023.037268 Actual update 35800 of 50000, Stored update 35800 of 50000 -2 * Loglike = 2030.230963 Actual update 35850 of 50000, Stored update 35850 of 50000 -2 * Loglike = 2032.559963 Actual update 35900 of 50000, Stored update 35900 of 50000 -2 * Loglike = 2031.029777 Actual update 35950 of 50000, Stored update 35950 of 50000 -2 * Loglike = 2031.733304 Actual update 36000 of 50000, Stored update 36000 of 50000 -2 * Loglike = 2021.293204 Actual update 36050 of 50000, Stored update 36050 of 50000 -2 * Loglike = 2037.006428 Actual update 36100 of 50000, Stored update 36100 of 50000 -2 * Loglike = 2024.647195 Actual update 36150 of 50000, Stored update 36150 of 50000 -2 * Loglike = 2052.597123 Actual update 36200 of 50000, Stored update 36200 of 50000 -2 * Loglike = 2032.808426 Actual update 36250 of 50000, Stored update 36250 of 50000 -2 * Loglike = 2026.516399 Actual update 36300 of 50000, Stored update 36300 of 50000 -2 * Loglike = 2011.050593 Actual update 36350 of 50000, Stored update 36350 of 50000 -2 * Loglike = 2026.720061 Actual update 36400 of 50000, Stored update 36400 of 50000 -2 * Loglike = 2016.199562 Actual update 36450 of 50000, Stored update 36450 of 50000 -2 * Loglike = 2041.369247 Actual update 36500 of 50000, Stored update 36500 of 50000 -2 * Loglike = 2014.816041 Actual update 36550 of 50000, Stored update 36550 of 50000 -2 * Loglike = 2033.640898 Actual update 36600 of 50000, Stored update 36600 of 50000 -2 * Loglike = 2031.908341 Actual update 36650 of 50000, Stored update 36650 of 50000 -2 * Loglike = 2026.171979 Actual update 36700 of 50000, Stored update 36700 of 50000 -2 * Loglike = 2002.236578 Actual update 36750 of 50000, Stored update 36750 of 50000 -2 * Loglike = 2011.263484 Actual update 36800 of 50000, Stored update 36800 of 50000 -2 * Loglike = 2036.385018 Actual update 36850 of 50000, Stored update 36850 of 50000 -2 * Loglike = 2025.487487 Actual update 36900 of 50000, Stored update 36900 of 50000 -2 * Loglike = 2007.936036 Actual update 36950 of 50000, Stored update 36950 of 50000 -2 * Loglike = 2023.988066 Actual update 37000 of 50000, Stored update 37000 of 50000 -2 * Loglike = 2040.764197 Actual update 37050 of 50000, Stored update 37050 of 50000 -2 * Loglike = 2016.528664 Actual update 37100 of 50000, Stored update 37100 of 50000 -2 * Loglike = 2013.808715 Actual update 37150 of 50000, Stored update 37150 of 50000 -2 * Loglike = 2030.089620 Actual update 37200 of 50000, Stored update 37200 of 50000 -2 * Loglike = 2046.708790 Actual update 37250 of 50000, Stored update 37250 of 50000 -2 * Loglike = 2022.749856 Actual update 37300 of 50000, Stored update 37300 of 50000 -2 * Loglike = 2020.119981 Actual update 37350 of 50000, Stored update 37350 of 50000 -2 * Loglike = 2011.691365 Actual update 37400 of 50000, Stored update 37400 of 50000 -2 * Loglike = 2027.092209 Actual update 37450 of 50000, Stored update 37450 of 50000 -2 * Loglike = 2054.512410 Actual update 37500 of 50000, Stored update 37500 of 50000 -2 * Loglike = 2041.925706 Actual update 37550 of 50000, Stored update 37550 of 50000 -2 * Loglike = 2039.384707 Actual update 37600 of 50000, Stored update 37600 of 50000 -2 * Loglike = 2049.633393 Actual update 37650 of 50000, Stored update 37650 of 50000 -2 * Loglike = 2039.120287 Actual update 37700 of 50000, Stored update 37700 of 50000 -2 * Loglike = 2029.690390 Actual update 37750 of 50000, Stored update 37750 of 50000 -2 * Loglike = 2038.139896 Actual update 37800 of 50000, Stored update 37800 of 50000 -2 * Loglike = 2015.129281 Actual update 37850 of 50000, Stored update 37850 of 50000 -2 * Loglike = 2052.253094 Actual update 37900 of 50000, Stored update 37900 of 50000 -2 * Loglike = 2027.677196 Actual update 37950 of 50000, Stored update 37950 of 50000 -2 * Loglike = 2019.784826 Actual update 38000 of 50000, Stored update 38000 of 50000 -2 * Loglike = 2050.245979 Actual update 38050 of 50000, Stored update 38050 of 50000 -2 * Loglike = 2028.523820 Actual update 38100 of 50000, Stored update 38100 of 50000 -2 * Loglike = 2024.327839 Actual update 38150 of 50000, Stored update 38150 of 50000 -2 * Loglike = 2049.613011 Actual update 38200 of 50000, Stored update 38200 of 50000 -2 * Loglike = 2011.864874 Actual update 38250 of 50000, Stored update 38250 of 50000 -2 * Loglike = 2036.514655 Actual update 38300 of 50000, Stored update 38300 of 50000 -2 * Loglike = 2021.722697 Actual update 38350 of 50000, Stored update 38350 of 50000 -2 * Loglike = 2034.173524 Actual update 38400 of 50000, Stored update 38400 of 50000 -2 * Loglike = 2038.924750 Actual update 38450 of 50000, Stored update 38450 of 50000 -2 * Loglike = 2018.042472 Actual update 38500 of 50000, Stored update 38500 of 50000 -2 * Loglike = 2011.173606 Actual update 38550 of 50000, Stored update 38550 of 50000 -2 * Loglike = 2035.409987 Actual update 38600 of 50000, Stored update 38600 of 50000 -2 * Loglike = 2033.264081 Actual update 38650 of 50000, Stored update 38650 of 50000 -2 * Loglike = 2025.138212 Actual update 38700 of 50000, Stored update 38700 of 50000 -2 * Loglike = 2027.872581 Actual update 38750 of 50000, Stored update 38750 of 50000 -2 * Loglike = 2005.016439 Actual update 38800 of 50000, Stored update 38800 of 50000 -2 * Loglike = 2030.101728 Actual update 38850 of 50000, Stored update 38850 of 50000 -2 * Loglike = 2027.819572 Actual update 38900 of 50000, Stored update 38900 of 50000 -2 * Loglike = 2037.270259 Actual update 38950 of 50000, Stored update 38950 of 50000 -2 * Loglike = 2032.075505 Actual update 39000 of 50000, Stored update 39000 of 50000 -2 * Loglike = 2032.271678 Actual update 39050 of 50000, Stored update 39050 of 50000 -2 * Loglike = 2037.537719 Actual update 39100 of 50000, Stored update 39100 of 50000 -2 * Loglike = 2018.907653 Actual update 39150 of 50000, Stored update 39150 of 50000 -2 * Loglike = 1998.311891 Actual update 39200 of 50000, Stored update 39200 of 50000 -2 * Loglike = 2024.407312 Actual update 39250 of 50000, Stored update 39250 of 50000 -2 * Loglike = 2027.167974 Actual update 39300 of 50000, Stored update 39300 of 50000 -2 * Loglike = 2013.440037 Actual update 39350 of 50000, Stored update 39350 of 50000 -2 * Loglike = 2054.572570 Actual update 39400 of 50000, Stored update 39400 of 50000 -2 * Loglike = 1997.784652 Actual update 39450 of 50000, Stored update 39450 of 50000 -2 * Loglike = 2039.774035 Actual update 39500 of 50000, Stored update 39500 of 50000 -2 * Loglike = 2039.256634 Actual update 39550 of 50000, Stored update 39550 of 50000 -2 * Loglike = 2015.867184 Actual update 39600 of 50000, Stored update 39600 of 50000 -2 * Loglike = 2035.327574 Actual update 39650 of 50000, Stored update 39650 of 50000 -2 * Loglike = 2013.100231 Actual update 39700 of 50000, Stored update 39700 of 50000 -2 * Loglike = 2017.742949 Actual update 39750 of 50000, Stored update 39750 of 50000 -2 * Loglike = 2022.577061 Actual update 39800 of 50000, Stored update 39800 of 50000 -2 * Loglike = 2039.773329 Actual update 39850 of 50000, Stored update 39850 of 50000 -2 * Loglike = 2010.478159 Actual update 39900 of 50000, Stored update 39900 of 50000 -2 * Loglike = 2039.414911 Actual update 39950 of 50000, Stored update 39950 of 50000 -2 * Loglike = 2021.116094 Actual update 40000 of 50000, Stored update 40000 of 50000 -2 * Loglike = 2041.000500 Actual update 40050 of 50000, Stored update 40050 of 50000 -2 * Loglike = 2029.515682 Actual update 40100 of 50000, Stored update 40100 of 50000 -2 * Loglike = 2032.701253 Actual update 40150 of 50000, Stored update 40150 of 50000 -2 * Loglike = 2008.956538 Actual update 40200 of 50000, Stored update 40200 of 50000 -2 * Loglike = 2013.257533 Actual update 40250 of 50000, Stored update 40250 of 50000 -2 * Loglike = 2022.389304 Actual update 40300 of 50000, Stored update 40300 of 50000 -2 * Loglike = 2011.271213 Actual update 40350 of 50000, Stored update 40350 of 50000 -2 * Loglike = 2053.463199 Actual update 40400 of 50000, Stored update 40400 of 50000 -2 * Loglike = 2025.249419 Actual update 40450 of 50000, Stored update 40450 of 50000 -2 * Loglike = 2023.130535 Actual update 40500 of 50000, Stored update 40500 of 50000 -2 * Loglike = 2015.494870 Actual update 40550 of 50000, Stored update 40550 of 50000 -2 * Loglike = 2028.441729 Actual update 40600 of 50000, Stored update 40600 of 50000 -2 * Loglike = 2001.686119 Actual update 40650 of 50000, Stored update 40650 of 50000 -2 * Loglike = 2032.532733 Actual update 40700 of 50000, Stored update 40700 of 50000 -2 * Loglike = 2025.257295 Actual update 40750 of 50000, Stored update 40750 of 50000 -2 * Loglike = 2022.024968 Actual update 40800 of 50000, Stored update 40800 of 50000 -2 * Loglike = 2026.697339 Actual update 40850 of 50000, Stored update 40850 of 50000 -2 * Loglike = 2033.990195 Actual update 40900 of 50000, Stored update 40900 of 50000 -2 * Loglike = 2023.579211 Actual update 40950 of 50000, Stored update 40950 of 50000 -2 * Loglike = 2039.438464 Actual update 41000 of 50000, Stored update 41000 of 50000 -2 * Loglike = 2027.543475 Actual update 41050 of 50000, Stored update 41050 of 50000 -2 * Loglike = 2031.400929 Actual update 41100 of 50000, Stored update 41100 of 50000 -2 * Loglike = 2048.361846 Actual update 41150 of 50000, Stored update 41150 of 50000 -2 * Loglike = 2011.971054 Actual update 41200 of 50000, Stored update 41200 of 50000 -2 * Loglike = 2038.187909 Actual update 41250 of 50000, Stored update 41250 of 50000 -2 * Loglike = 2022.976309 Actual update 41300 of 50000, Stored update 41300 of 50000 -2 * Loglike = 2025.008061 Actual update 41350 of 50000, Stored update 41350 of 50000 -2 * Loglike = 2030.924301 Actual update 41400 of 50000, Stored update 41400 of 50000 -2 * Loglike = 2005.034693 Actual update 41450 of 50000, Stored update 41450 of 50000 -2 * Loglike = 2035.865392 Actual update 41500 of 50000, Stored update 41500 of 50000 -2 * Loglike = 2013.304596 Actual update 41550 of 50000, Stored update 41550 of 50000 -2 * Loglike = 2028.989025 Actual update 41600 of 50000, Stored update 41600 of 50000 -2 * Loglike = 2038.601967 Actual update 41650 of 50000, Stored update 41650 of 50000 -2 * Loglike = 2021.917079 Actual update 41700 of 50000, Stored update 41700 of 50000 -2 * Loglike = 2050.379575 Actual update 41750 of 50000, Stored update 41750 of 50000 -2 * Loglike = 2020.081194 Actual update 41800 of 50000, Stored update 41800 of 50000 -2 * Loglike = 2021.036859 Actual update 41850 of 50000, Stored update 41850 of 50000 -2 * Loglike = 2044.449436 Actual update 41900 of 50000, Stored update 41900 of 50000 -2 * Loglike = 2054.514919 Actual update 41950 of 50000, Stored update 41950 of 50000 -2 * Loglike = 2032.964863 Actual update 42000 of 50000, Stored update 42000 of 50000 -2 * Loglike = 2035.833766 Actual update 42050 of 50000, Stored update 42050 of 50000 -2 * Loglike = 2036.707840 Actual update 42100 of 50000, Stored update 42100 of 50000 -2 * Loglike = 2046.933787 Actual update 42150 of 50000, Stored update 42150 of 50000 -2 * Loglike = 2034.260958 Actual update 42200 of 50000, Stored update 42200 of 50000 -2 * Loglike = 2035.319506 Actual update 42250 of 50000, Stored update 42250 of 50000 -2 * Loglike = 2009.510129 Actual update 42300 of 50000, Stored update 42300 of 50000 -2 * Loglike = 2021.532853 Actual update 42350 of 50000, Stored update 42350 of 50000 -2 * Loglike = 2018.073226 Actual update 42400 of 50000, Stored update 42400 of 50000 -2 * Loglike = 2020.545298 Actual update 42450 of 50000, Stored update 42450 of 50000 -2 * Loglike = 2004.092145 Actual update 42500 of 50000, Stored update 42500 of 50000 -2 * Loglike = 2043.557477 Actual update 42550 of 50000, Stored update 42550 of 50000 -2 * Loglike = 2020.632557 Actual update 42600 of 50000, Stored update 42600 of 50000 -2 * Loglike = 2019.666352 Actual update 42650 of 50000, Stored update 42650 of 50000 -2 * Loglike = 2032.677214 Actual update 42700 of 50000, Stored update 42700 of 50000 -2 * Loglike = 2046.788614 Actual update 42750 of 50000, Stored update 42750 of 50000 -2 * Loglike = 2018.880499 Actual update 42800 of 50000, Stored update 42800 of 50000 -2 * Loglike = 2013.322106 Actual update 42850 of 50000, Stored update 42850 of 50000 -2 * Loglike = 2006.409862 Actual update 42900 of 50000, Stored update 42900 of 50000 -2 * Loglike = 2030.025530 Actual update 42950 of 50000, Stored update 42950 of 50000 -2 * Loglike = 2026.518879 Actual update 43000 of 50000, Stored update 43000 of 50000 -2 * Loglike = 2035.965222 Actual update 43050 of 50000, Stored update 43050 of 50000 -2 * Loglike = 2036.729383 Actual update 43100 of 50000, Stored update 43100 of 50000 -2 * Loglike = 2024.047145 Actual update 43150 of 50000, Stored update 43150 of 50000 -2 * Loglike = 2030.142636 Actual update 43200 of 50000, Stored update 43200 of 50000 -2 * Loglike = 2012.429437 Actual update 43250 of 50000, Stored update 43250 of 50000 -2 * Loglike = 2038.962827 Actual update 43300 of 50000, Stored update 43300 of 50000 -2 * Loglike = 2041.478557 Actual update 43350 of 50000, Stored update 43350 of 50000 -2 * Loglike = 2037.356335 Actual update 43400 of 50000, Stored update 43400 of 50000 -2 * Loglike = 2034.180819 Actual update 43450 of 50000, Stored update 43450 of 50000 -2 * Loglike = 2011.566864 Actual update 43500 of 50000, Stored update 43500 of 50000 -2 * Loglike = 2021.332666 Actual update 43550 of 50000, Stored update 43550 of 50000 -2 * Loglike = 2025.500177 Actual update 43600 of 50000, Stored update 43600 of 50000 -2 * Loglike = 2019.225459 Actual update 43650 of 50000, Stored update 43650 of 50000 -2 * Loglike = 2059.021486 Actual update 43700 of 50000, Stored update 43700 of 50000 -2 * Loglike = 2014.812119 Actual update 43750 of 50000, Stored update 43750 of 50000 -2 * Loglike = 2017.177081 Actual update 43800 of 50000, Stored update 43800 of 50000 -2 * Loglike = 2041.954788 Actual update 43850 of 50000, Stored update 43850 of 50000 -2 * Loglike = 2022.807622 Actual update 43900 of 50000, Stored update 43900 of 50000 -2 * Loglike = 2011.200260 Actual update 43950 of 50000, Stored update 43950 of 50000 -2 * Loglike = 2029.153997 Actual update 44000 of 50000, Stored update 44000 of 50000 -2 * Loglike = 2060.012908 Actual update 44050 of 50000, Stored update 44050 of 50000 -2 * Loglike = 2026.457803 Actual update 44100 of 50000, Stored update 44100 of 50000 -2 * Loglike = 2049.310670 Actual update 44150 of 50000, Stored update 44150 of 50000 -2 * Loglike = 2065.396135 Actual update 44200 of 50000, Stored update 44200 of 50000 -2 * Loglike = 2025.502256 Actual update 44250 of 50000, Stored update 44250 of 50000 -2 * Loglike = 2025.500814 Actual update 44300 of 50000, Stored update 44300 of 50000 -2 * Loglike = 2035.462570 Actual update 44350 of 50000, Stored update 44350 of 50000 -2 * Loglike = 2037.532097 Actual update 44400 of 50000, Stored update 44400 of 50000 -2 * Loglike = 2042.626795 Actual update 44450 of 50000, Stored update 44450 of 50000 -2 * Loglike = 2043.573423 Actual update 44500 of 50000, Stored update 44500 of 50000 -2 * Loglike = 2014.289026 Actual update 44550 of 50000, Stored update 44550 of 50000 -2 * Loglike = 2023.336294 Actual update 44600 of 50000, Stored update 44600 of 50000 -2 * Loglike = 2014.405792 Actual update 44650 of 50000, Stored update 44650 of 50000 -2 * Loglike = 2040.543488 Actual update 44700 of 50000, Stored update 44700 of 50000 -2 * Loglike = 2039.766773 Actual update 44750 of 50000, Stored update 44750 of 50000 -2 * Loglike = 2021.551140 Actual update 44800 of 50000, Stored update 44800 of 50000 -2 * Loglike = 2027.059012 Actual update 44850 of 50000, Stored update 44850 of 50000 -2 * Loglike = 2036.107316 Actual update 44900 of 50000, Stored update 44900 of 50000 -2 * Loglike = 2007.312093 Actual update 44950 of 50000, Stored update 44950 of 50000 -2 * Loglike = 2033.955721 Actual update 45000 of 50000, Stored update 45000 of 50000 -2 * Loglike = 2025.070314 Actual update 45050 of 50000, Stored update 45050 of 50000 -2 * Loglike = 2038.435464 Actual update 45100 of 50000, Stored update 45100 of 50000 -2 * Loglike = 2022.017095 Actual update 45150 of 50000, Stored update 45150 of 50000 -2 * Loglike = 2013.222742 Actual update 45200 of 50000, Stored update 45200 of 50000 -2 * Loglike = 2031.667503 Actual update 45250 of 50000, Stored update 45250 of 50000 -2 * Loglike = 2045.739644 Actual update 45300 of 50000, Stored update 45300 of 50000 -2 * Loglike = 2020.105439 Actual update 45350 of 50000, Stored update 45350 of 50000 -2 * Loglike = 2036.963023 Actual update 45400 of 50000, Stored update 45400 of 50000 -2 * Loglike = 1999.455639 Actual update 45450 of 50000, Stored update 45450 of 50000 -2 * Loglike = 2020.473051 Actual update 45500 of 50000, Stored update 45500 of 50000 -2 * Loglike = 2029.689198 Actual update 45550 of 50000, Stored update 45550 of 50000 -2 * Loglike = 2026.467899 Actual update 45600 of 50000, Stored update 45600 of 50000 -2 * Loglike = 2033.253614 Actual update 45650 of 50000, Stored update 45650 of 50000 -2 * Loglike = 2027.002661 Actual update 45700 of 50000, Stored update 45700 of 50000 -2 * Loglike = 2036.022117 Actual update 45750 of 50000, Stored update 45750 of 50000 -2 * Loglike = 2031.774508 Actual update 45800 of 50000, Stored update 45800 of 50000 -2 * Loglike = 2026.409975 Actual update 45850 of 50000, Stored update 45850 of 50000 -2 * Loglike = 2031.023836 Actual update 45900 of 50000, Stored update 45900 of 50000 -2 * Loglike = 2014.568430 Actual update 45950 of 50000, Stored update 45950 of 50000 -2 * Loglike = 2020.791284 Actual update 46000 of 50000, Stored update 46000 of 50000 -2 * Loglike = 2016.876803 Actual update 46050 of 50000, Stored update 46050 of 50000 -2 * Loglike = 2033.973607 Actual update 46100 of 50000, Stored update 46100 of 50000 -2 * Loglike = 2015.643766 Actual update 46150 of 50000, Stored update 46150 of 50000 -2 * Loglike = 2019.974978 Actual update 46200 of 50000, Stored update 46200 of 50000 -2 * Loglike = 2015.782398 Actual update 46250 of 50000, Stored update 46250 of 50000 -2 * Loglike = 2049.683171 Actual update 46300 of 50000, Stored update 46300 of 50000 -2 * Loglike = 2010.993455 Actual update 46350 of 50000, Stored update 46350 of 50000 -2 * Loglike = 2026.158553 Actual update 46400 of 50000, Stored update 46400 of 50000 -2 * Loglike = 2042.959455 Actual update 46450 of 50000, Stored update 46450 of 50000 -2 * Loglike = 2042.136942 Actual update 46500 of 50000, Stored update 46500 of 50000 -2 * Loglike = 2034.476542 Actual update 46550 of 50000, Stored update 46550 of 50000 -2 * Loglike = 2004.583498 Actual update 46600 of 50000, Stored update 46600 of 50000 -2 * Loglike = 2034.381496 Actual update 46650 of 50000, Stored update 46650 of 50000 -2 * Loglike = 2013.117380 Actual update 46700 of 50000, Stored update 46700 of 50000 -2 * Loglike = 2021.610973 Actual update 46750 of 50000, Stored update 46750 of 50000 -2 * Loglike = 2032.797384 Actual update 46800 of 50000, Stored update 46800 of 50000 -2 * Loglike = 2008.428421 Actual update 46850 of 50000, Stored update 46850 of 50000 -2 * Loglike = 2005.794292 Actual update 46900 of 50000, Stored update 46900 of 50000 -2 * Loglike = 2032.330261 Actual update 46950 of 50000, Stored update 46950 of 50000 -2 * Loglike = 2018.382547 Actual update 47000 of 50000, Stored update 47000 of 50000 -2 * Loglike = 2056.328835 Actual update 47050 of 50000, Stored update 47050 of 50000 -2 * Loglike = 2003.493189 Actual update 47100 of 50000, Stored update 47100 of 50000 -2 * Loglike = 2041.274997 Actual update 47150 of 50000, Stored update 47150 of 50000 -2 * Loglike = 2043.804040 Actual update 47200 of 50000, Stored update 47200 of 50000 -2 * Loglike = 2013.476493 Actual update 47250 of 50000, Stored update 47250 of 50000 -2 * Loglike = 2015.828604 Actual update 47300 of 50000, Stored update 47300 of 50000 -2 * Loglike = 2015.706031 Actual update 47350 of 50000, Stored update 47350 of 50000 -2 * Loglike = 2025.961691 Actual update 47400 of 50000, Stored update 47400 of 50000 -2 * Loglike = 2028.267608 Actual update 47450 of 50000, Stored update 47450 of 50000 -2 * Loglike = 2032.341592 Actual update 47500 of 50000, Stored update 47500 of 50000 -2 * Loglike = 2020.013047 Actual update 47550 of 50000, Stored update 47550 of 50000 -2 * Loglike = 2032.636393 Actual update 47600 of 50000, Stored update 47600 of 50000 -2 * Loglike = 2050.696918 Actual update 47650 of 50000, Stored update 47650 of 50000 -2 * Loglike = 2006.096180 Actual update 47700 of 50000, Stored update 47700 of 50000 -2 * Loglike = 2026.502655 Actual update 47750 of 50000, Stored update 47750 of 50000 -2 * Loglike = 2024.005728 Actual update 47800 of 50000, Stored update 47800 of 50000 -2 * Loglike = 2030.334026 Actual update 47850 of 50000, Stored update 47850 of 50000 -2 * Loglike = 2023.360633 Actual update 47900 of 50000, Stored update 47900 of 50000 -2 * Loglike = 1999.622005 Actual update 47950 of 50000, Stored update 47950 of 50000 -2 * Loglike = 2039.665765 Actual update 48000 of 50000, Stored update 48000 of 50000 -2 * Loglike = 2013.555928 Actual update 48050 of 50000, Stored update 48050 of 50000 -2 * Loglike = 2023.561402 Actual update 48100 of 50000, Stored update 48100 of 50000 -2 * Loglike = 2017.675761 Actual update 48150 of 50000, Stored update 48150 of 50000 -2 * Loglike = 2029.982459 Actual update 48200 of 50000, Stored update 48200 of 50000 -2 * Loglike = 2019.133943 Actual update 48250 of 50000, Stored update 48250 of 50000 -2 * Loglike = 2042.947392 Actual update 48300 of 50000, Stored update 48300 of 50000 -2 * Loglike = 2020.713287 Actual update 48350 of 50000, Stored update 48350 of 50000 -2 * Loglike = 2037.711100 Actual update 48400 of 50000, Stored update 48400 of 50000 -2 * Loglike = 2031.166158 Actual update 48450 of 50000, Stored update 48450 of 50000 -2 * Loglike = 2033.446313 Actual update 48500 of 50000, Stored update 48500 of 50000 -2 * Loglike = 2027.028868 Actual update 48550 of 50000, Stored update 48550 of 50000 -2 * Loglike = 2026.300823 Actual update 48600 of 50000, Stored update 48600 of 50000 -2 * Loglike = 2025.251430 Actual update 48650 of 50000, Stored update 48650 of 50000 -2 * Loglike = 2031.953577 Actual update 48700 of 50000, Stored update 48700 of 50000 -2 * Loglike = 2026.872090 Actual update 48750 of 50000, Stored update 48750 of 50000 -2 * Loglike = 2040.847598 Actual update 48800 of 50000, Stored update 48800 of 50000 -2 * Loglike = 2026.892954 Actual update 48850 of 50000, Stored update 48850 of 50000 -2 * Loglike = 2034.827134 Actual update 48900 of 50000, Stored update 48900 of 50000 -2 * Loglike = 2027.876658 Actual update 48950 of 50000, Stored update 48950 of 50000 -2 * Loglike = 2019.625192 Actual update 49000 of 50000, Stored update 49000 of 50000 -2 * Loglike = 2026.356954 Actual update 49050 of 50000, Stored update 49050 of 50000 -2 * Loglike = 2031.821939 Actual update 49100 of 50000, Stored update 49100 of 50000 -2 * Loglike = 2019.686352 Actual update 49150 of 50000, Stored update 49150 of 50000 -2 * Loglike = 2051.637930 Actual update 49200 of 50000, Stored update 49200 of 50000 -2 * Loglike = 2037.010239 Actual update 49250 of 50000, Stored update 49250 of 50000 -2 * Loglike = 2034.323052 Actual update 49300 of 50000, Stored update 49300 of 50000 -2 * Loglike = 2016.678470 Actual update 49350 of 50000, Stored update 49350 of 50000 -2 * Loglike = 2036.810929 Actual update 49400 of 50000, Stored update 49400 of 50000 -2 * Loglike = 2037.977561 Actual update 49450 of 50000, Stored update 49450 of 50000 -2 * Loglike = 2022.388377 Actual update 49500 of 50000, Stored update 49500 of 50000 -2 * Loglike = 2009.981780 Actual update 49550 of 50000, Stored update 49550 of 50000 -2 * Loglike = 2044.128125 Actual update 49600 of 50000, Stored update 49600 of 50000 -2 * Loglike = 2027.947919 Actual update 49650 of 50000, Stored update 49650 of 50000 -2 * Loglike = 2027.237151 Actual update 49700 of 50000, Stored update 49700 of 50000 -2 * Loglike = 2051.137398 Actual update 49750 of 50000, Stored update 49750 of 50000 -2 * Loglike = 2044.454778 Actual update 49800 of 50000, Stored update 49800 of 50000 -2 * Loglike = 2036.344884 Actual update 49850 of 50000, Stored update 49850 of 50000 -2 * Loglike = 2015.834005 Actual update 49900 of 50000, Stored update 49900 of 50000 -2 * Loglike = 2027.582607 Actual update 49950 of 50000, Stored update 49950 of 50000 -2 * Loglike = 2015.117879 Actual update 50000 of 50000, Stored update 50000 of 50000 -2 * Loglike = 2027.957567 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 50000 Average = 2028.3 S.D. = 12.639 S.E.M. = 0.056525 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.05) multilevel model (Poisson) N min mean max N_complete min_complete mean_complete max_complete region 78 1 4.538462 13 78 1 4.538462 13 Estimation algorithm: MCMC Elapsed time : 6.36s Number of obs: 354 (from total 354) Number of iter.: 50000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 2028.350 1965.031 63.319 2091.668 --------------------------------------------------------------------------------------------------- The model formula: log(obs) ~ 0 + nation + nation:uvbi + offset(log(exp)) + (1 | region) Level 2: region Level 1: l1id --------------------------------------------------------------------------------------------------- The fixed part estimates: Coef. Std. Err. z Pr(>|z|) [95% Cred. Interval] ESS nationBelgium 0.69634 0.74475 0.94 0.3498 -0.74426 2.18335 5049 nationW_Germany 0.47637 0.12348 3.86 0.0001144 *** 0.23310 0.71861 1465 nationDenmark 0.31084 0.87143 0.36 0.7213 -1.37826 2.01620 5084 nationFrance -0.59427 0.05469 -10.87 1.655e-27 *** -0.70152 -0.48682 8799 nationUK 0.60349 0.20629 2.93 0.00344 ** 0.20611 1.01493 1023 nationItaly 0.28135 0.10428 2.70 0.006978 ** 0.07305 0.48316 2012 nationIreland -0.48763 1.29978 -0.38 0.7075 -3.02934 2.06163 6064 nationLuxembourg 17.31496 16.00528 1.08 0.2793 -11.27219 51.23437 1403 nationNetherlands -0.36635 0.94483 -0.39 0.6982 -2.25386 1.46457 2022 nationBelgium:uvbi 0.26296 0.25091 1.05 0.2946 -0.22241 0.76885 4937 nationW_Germany:uvbi -0.01427 0.03306 -0.43 0.6661 -0.08011 0.04966 1035 nationDenmark:uvbi -0.08383 0.15376 -0.55 0.5856 -0.38042 0.21704 5076 nationFrance:uvbi 0.01363 0.01801 0.76 0.4493 -0.02101 0.04967 1725 nationUK:uvbi 0.13969 0.04247 3.29 0.001005 ** 0.05812 0.22433 965 nationItaly:uvbi -0.08705 0.01571 -5.54 3.032e-08 *** -0.11746 -0.05587 1492 nationIreland:uvbi 0.00920 0.26302 0.03 0.9721 -0.49891 0.52994 5298 nationLuxembourg:uvbi 7.55419 6.98761 1.08 0.2797 -4.86284 22.39140 1382 nationNetherlands:uvbi -0.11764 0.22679 -0.52 0.604 -0.57059 0.32224 1975 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 --------------------------------------------------------------------------------------------------- The random part estimates at the region level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.03690 0.00917 0.02225 0.05789 5548 --------------------------------------------------------------------------------------------------- The random part estimates at the l1id level: Coef. Std. Err. [95% Cred. Interval] ESS var_bcons_1 1.00000 0.00000 1.00000 1.00000 50000 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > sixway(mymodel@chains[, "FP_nationBelgium", drop = FALSE], acf.maxlag = 100, "beta_1") > > # 25.6 Normal response models in MLwiN . . . . . . . . . . . . . . . . . 419 > > ## Read tutorial data > data(tutorial, package = "R2MLwiN") > > ## Define the model Univariate MH Hierarchical centring at level 2 > > (mymodel <- runMLwiN(normexam ~ 1 + standlrt + (1 | school) + (1 | student), estoptions = list(EstM = 1, mcmcMeth = list(fixM = 2, + residM = 2), mcmcOptions = list(hcen = 2)), data = tutorial)) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 Convergence achieved ECHO 0 Echoing is ON MCMC 0 500 1 5.8 50 10 G30[1] G30[2] 2 2 1 1 1 1 Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 9208.915658 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 9230.679265 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 9217.559045 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 9189.162327 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 9206.613940 Adapting finished and took 600 iterations Adapting took 600 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 9231.779477 Burning in for 100 iterations out of 500 -2 * Loglike = 9199.521841 Burning in for 150 iterations out of 500 -2 * Loglike = 9199.328258 Burning in for 200 iterations out of 500 -2 * Loglike = 9220.212437 Burning in for 250 iterations out of 500 -2 * Loglike = 9192.080037 Burning in for 300 iterations out of 500 -2 * Loglike = 9205.259272 Burning in for 350 iterations out of 500 -2 * Loglike = 9179.446217 Burning in for 400 iterations out of 500 -2 * Loglike = 9215.145080 Burning in for 450 iterations out of 500 -2 * Loglike = 9217.475975 Burning in for 500 iterations out of 500 -2 * Loglike = 9202.290605 ERAS G30 LINK 0 G30 ERAS c1090 c1091 MCMC 1 5000 1 c1090 c1091 c1003 c1004 1 1 Actual update 50 of 5000, Stored update 50 of 5000 -2 * Loglike = 9216.011245 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 9210.610586 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 9217.086758 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 9190.503391 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 9213.280419 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 9208.026109 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 9213.464295 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 9197.191403 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 9204.289676 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 9225.646684 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 9213.686543 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 9213.188136 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 9218.132820 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 9220.461364 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 9215.314346 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 9217.665201 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 9213.315205 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 9192.400232 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 9239.810274 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 9217.461236 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 9211.760743 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 9208.017445 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 9214.436663 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 9190.637070 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 9238.533142 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 9235.853527 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 9209.999522 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 9260.614278 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 9193.395818 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 9200.885134 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 9234.413656 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 9212.212268 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 9197.309447 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 9226.530804 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 9220.148744 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 9208.442032 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 9195.737016 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 9202.852416 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 9197.529620 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 9209.894193 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 9217.573388 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 9209.512257 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 9200.002781 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 9205.301869 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 9237.481294 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 9198.324985 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 9225.983613 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 9228.256341 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 9202.690312 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 9193.596947 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 9200.220848 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 9230.056459 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 9210.565239 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 9199.727465 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 9188.690371 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 9210.517727 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 9209.276509 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 9219.102868 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 9211.901282 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 9198.911242 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 9198.495787 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 9221.711862 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 9201.361371 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 9219.062075 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 9223.439057 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 9246.628280 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 9207.232960 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 9214.363127 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 9214.536069 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 9180.425923 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 9226.426634 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 9183.128144 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 9226.183375 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 9189.256701 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 9195.327587 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 9189.485951 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 9214.473271 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 9202.995707 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 9197.561341 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 9203.886353 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 9204.765492 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 9207.600688 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 9220.881125 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 9217.280402 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 9212.377971 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 9230.569055 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 9200.901056 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 9215.068681 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 9207.587799 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 9221.444686 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 9195.672046 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 9196.364229 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 9215.768176 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 9231.087474 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 9202.835563 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 9202.747587 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 9199.122580 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 9217.353070 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 9202.493620 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 9220.569510 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 9209.5 S.D. = 12.002 S.E.M. = 0.16973 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.05) multilevel model (Normal) N min mean max N_complete min_complete mean_complete max_complete school 65 2 62.44615 198 65 2 62.44615 198 Estimation algorithm: MCMC Elapsed time : 0.95s Number of obs: 4059 (from total 4059) Number of iter.: 5000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 9209.487 9149.353 60.134 9269.620 --------------------------------------------------------------------------------------------------- The model formula: normexam ~ 1 + standlrt + (1 | school) + (1 | student) Level 2: school Level 1: student --------------------------------------------------------------------------------------------------- The fixed part estimates: Coef. Std. Err. z Pr(>|z|) [95% Cred. Interval] ESS Intercept 0.00357 0.04060 0.09 0.93 -0.07487 0.08439 2878 standlrt 0.56366 0.01225 46.00 0 *** 0.53959 0.58734 1073 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 --------------------------------------------------------------------------------------------------- The random part estimates at the school level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.09600 0.01989 0.06350 0.14065 1938 --------------------------------------------------------------------------------------------------- The random part estimates at the student level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.56619 0.01261 0.54227 0.59142 4021 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > trajectories(mymodel, Range = c(4501, 5000)) > ## Gibbs Hierarchical centring at level 2 > > (mymodel <- runMLwiN(normexam ~ 1 + standlrt + (1 | school) + (1 | student), estoptions = list(EstM = 1, mcmcOptions = list(hcen = 2)), + data = tutorial)) MLwiN is running, please wait...... /nogui option ignored ECHO 0 Echoing is ON BATC 1 Batch mode is ON MAXI 2 STAR iteration 0 iteration 1 Convergence not achieved TOLE 2 MAXI 20 BATC 1 Batch mode is ON NEXT iteration 2 iteration 3 Convergence achieved ECHO 0 Echoing is ON MCMC 0 500 1 5.8 50 10 G30[1] G30[2] 1 1 1 1 1 1 Burning in for 50 iterations out of 500 -2 * Loglike = 9204.740588 Burning in for 100 iterations out of 500 -2 * Loglike = 9215.905794 Burning in for 150 iterations out of 500 -2 * Loglike = 9242.550740 Burning in for 200 iterations out of 500 -2 * Loglike = 9215.712606 Burning in for 250 iterations out of 500 -2 * Loglike = 9200.295505 Burning in for 300 iterations out of 500 -2 * Loglike = 9229.765465 Burning in for 350 iterations out of 500 -2 * Loglike = 9223.729434 Burning in for 400 iterations out of 500 -2 * Loglike = 9218.222643 Burning in for 450 iterations out of 500 -2 * Loglike = 9217.099037 Burning in for 500 iterations out of 500 -2 * Loglike = 9199.119000 ERAS G30 LINK 0 G30 ERAS c1090 c1091 MCMC 1 5000 1 c1090 c1091 c1003 c1004 1 1 Actual update 50 of 5000, Stored update 50 of 5000 -2 * Loglike = 9210.725881 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 9210.352955 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 9209.977306 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 9195.759108 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 9238.044015 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 9211.559014 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 9207.442367 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 9207.700455 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 9209.077888 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 9228.866652 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 9219.759232 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 9201.217376 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 9236.697073 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 9205.992523 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 9199.697492 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 9213.039577 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 9226.181070 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 9197.138892 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 9191.120504 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 9220.277640 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 9217.292613 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 9212.907323 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 9189.668579 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 9186.636802 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 9204.802826 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 9191.013181 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 9191.491939 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 9215.808794 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 9193.502236 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 9215.390144 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 9208.537044 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 9204.817323 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 9193.785521 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 9216.828936 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 9211.698088 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 9209.592283 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 9213.898492 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 9217.093920 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 9208.599714 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 9207.720479 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 9225.192731 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 9219.680322 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 9204.455896 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 9239.696467 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 9203.177492 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 9204.756990 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 9196.999637 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 9203.726471 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 9207.103021 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 9204.064419 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 9215.323970 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 9212.957685 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 9204.629795 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 9198.639210 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 9229.388099 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 9223.127869 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 9228.035713 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 9196.959212 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 9210.857819 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 9208.531570 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 9219.045688 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 9229.866438 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 9198.590549 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 9206.309459 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 9190.946407 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 9203.238902 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 9202.695169 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 9219.471714 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 9215.182146 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 9214.918410 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 9218.229439 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 9223.780905 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 9211.754909 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 9227.144834 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 9215.153920 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 9205.898804 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 9190.961575 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 9204.765578 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 9204.939083 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 9195.457055 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 9210.695230 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 9212.828300 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 9200.945106 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 9224.167757 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 9207.653862 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 9194.442175 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 9211.858810 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 9232.239527 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 9206.425030 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 9209.097070 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 9217.444101 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 9226.864768 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 9203.515807 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 9210.709454 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 9208.516296 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 9221.559161 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 9198.664441 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 9220.936919 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 9214.668632 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 9212.432681 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 9209.1 S.D. = 11.960 S.E.M. = 0.16915 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.05) multilevel model (Normal) N min mean max N_complete min_complete mean_complete max_complete school 65 2 62.44615 198 65 2 62.44615 198 Estimation algorithm: MCMC Elapsed time : 1.39s Number of obs: 4059 (from total 4059) Number of iter.: 5000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 9209.110 9149.124 59.985 9269.095 --------------------------------------------------------------------------------------------------- The model formula: normexam ~ 1 + standlrt + (1 | school) + (1 | student) Level 2: school Level 1: student --------------------------------------------------------------------------------------------------- The fixed part estimates: Coef. Std. Err. z Pr(>|z|) [95% Cred. Interval] ESS Intercept 0.00234 0.04041 0.06 0.9538 -0.07755 0.08051 4117 standlrt 0.56342 0.01247 45.18 0 *** 0.53877 0.58816 4027 Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 --------------------------------------------------------------------------------------------------- The random part estimates at the school level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.09707 0.01985 0.06472 0.14212 3143 --------------------------------------------------------------------------------------------------- The random part estimates at the student level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.56618 0.01249 0.54220 0.59090 4744 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > trajectories(mymodel, Range = c(4501, 5000)) > > # Chapter learning outcomes . . . . . . . . . . . . . . . . . . . . . . .422 > > > > > > ############################################################################ > > proc.time() user system elapsed 18.70 7.87 217.87