R version 4.3.2 (2023-10-31 ucrt) -- "Eye Holes" Copyright (C) 2023 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 2013-2024 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 v3.09/ 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) > > # Change contrasts if wish to avoid warning indicating that, by default, > # specified contrasts for ordered predictors will be ignored by runMLwiN > # (they will be fitted as "contr.treatment" regardless of this setting). To > # enable specified contrasts, set allowcontrast to TRUE (this will be the > # default in future package releases). NB at the end of this script, the > # specification for contrasts is changed back. > my_contrasts <- options("contrasts")$contrasts > options(contrasts = c(unordered = "contr.treatment", + ordered = "contr.treatment")) > > # As an alternative to changing contrasts, can instead use C() to specify > # contrasts for ordered predictors in formula object, e.g.: > > # (mymodel <- runMLwiN(logit(use) ~ 1 + age + C(lc, "contr.treatment") + urban + > # (1 + urban | district), > # D = "Binomial", > # estoptions = list(EstM = 1, > # mcmcOptions = list(hcen = 2)), > # data = bang1, > # allowcontrast = TRUE)) > > # 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 8 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 RUNNING ADAPTIVE PROCEDURE AND BURNING IN... Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2314.127814 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2352.590359 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2325.740466 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2338.516369 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2327.594616 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2321.903225 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2333.654889 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2330.068352 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2334.301819 Adapting for 1000 iterations (Maximum 5000) -2 * Loglike = 2320.297681 Adapting for 1100 iterations (Maximum 5000) -2 * Loglike = 2327.588245 Adapting for 1200 iterations (Maximum 5000) -2 * Loglike = 2349.451104 Adapting for 1300 iterations (Maximum 5000) -2 * Loglike = 2327.422487 Adapting for 1400 iterations (Maximum 5000) -2 * Loglike = 2315.284464 Adapting finished and took 1500 iterations Adapting took 1500 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2321.660042 Burning in for 100 iterations out of 500 -2 * Loglike = 2321.900522 Burning in for 150 iterations out of 500 -2 * Loglike = 2349.090667 Burning in for 200 iterations out of 500 -2 * Loglike = 2354.230055 Burning in for 250 iterations out of 500 -2 * Loglike = 2310.614175 Burning in for 300 iterations out of 500 -2 * Loglike = 2321.473823 Burning in for 350 iterations out of 500 -2 * Loglike = 2321.263747 Burning in for 400 iterations out of 500 -2 * Loglike = 2297.416289 Burning in for 450 iterations out of 500 -2 * Loglike = 2343.749888 Burning in for 500 iterations out of 500 -2 * Loglike = 2322.089100 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 = 2319.439795 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 2329.142277 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 2338.616540 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 2338.952866 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 2357.755472 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 2346.411334 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 2338.455926 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 2317.398195 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 2331.632187 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 2309.129213 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 2321.773605 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 2340.554599 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 2330.197837 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 2332.971643 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 2333.863855 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 2319.168652 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 2326.339124 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 2334.184041 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 2316.154120 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 2335.020722 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 2311.616169 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 2332.747272 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 2324.299179 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 2311.808121 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 2325.844049 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 2321.199013 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 2321.870627 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 2348.407910 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 2337.706535 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 2331.334610 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 2326.770760 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 2328.636766 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 2325.612938 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 2328.130258 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 2288.190002 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 2341.491221 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 2335.324090 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 2327.162461 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 2322.191035 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 2323.036925 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 2317.079495 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 2353.739202 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 2346.749945 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 2322.625123 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 2353.678257 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 2331.089233 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 2329.833692 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 2334.695653 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 2338.216146 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 2320.336154 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 2321.712722 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 2328.525123 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 2323.544243 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 2340.174466 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 2332.808241 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 2324.933117 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 2336.758845 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 2327.652998 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 2344.015983 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 2343.750630 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 2328.086059 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 2327.084748 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 2308.505127 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 2348.224051 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 2332.284250 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 2336.390159 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 2314.443403 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 2318.068758 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 2321.502600 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 2333.815485 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 2356.315611 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 2326.226257 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 2324.152736 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 2336.891181 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 2328.139436 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 2322.917833 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 2346.051489 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 2350.711223 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 2345.027991 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 2298.648957 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 2340.062742 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 2328.017643 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 2319.345915 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 2336.925549 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 2336.390458 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 2331.418633 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 2345.773686 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 2324.531450 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 2321.787396 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 2352.577495 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 2329.919337 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 2336.217425 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 2309.633692 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 2333.129625 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 2327.241573 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 2329.123824 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 2333.269194 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 2344.363637 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 2330.470549 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 2309.010898 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 2330.7 S.D. = 13.854 S.E.M. = 0.19592 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.09) 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 : 7.08s 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 2330.668 2275.199 55.469 2386.137 --------------------------------------------------------------------------------------------------- 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 -1.68377 0.14496 -11.62 3.444e-31 *** -1.95289 -1.38328 82 age -0.02562 0.00751 -3.41 0.000651 *** -0.04044 -0.01111 195 lcOne_child 1.11909 0.15685 7.13 9.708e-13 *** 0.83976 1.43334 264 lcTwo_children 1.34129 0.16866 7.95 1.829e-15 *** 0.98953 1.65697 129 lcThree_plus 1.32658 0.16990 7.81 5.813e-15 *** 0.98216 1.64225 76 urbanUrban 0.79524 0.16916 4.70 2.587e-06 *** 0.46641 1.13508 322 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 0.40394 0.12824 0.21029 0.70237 228 cov_Intercept_urbanUrban -0.41194 0.17555 -0.83747 -0.15305 119 var_urbanUrban 0.69366 0.32899 0.26363 1.54801 84 --------------------------------------------------------------------------------------------------- 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 RUNNING ADAPTIVE PROCEDURE AND BURNING IN... Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2308.721422 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2336.874316 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2325.480043 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2334.554574 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2363.757482 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2342.068702 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2328.148115 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2324.767405 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2342.674356 Adapting for 1000 iterations (Maximum 5000) -2 * Loglike = 2334.206929 Adapting for 1100 iterations (Maximum 5000) -2 * Loglike = 2333.248901 Adapting finished and took 1200 iterations Adapting took 1200 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2343.444526 Burning in for 100 iterations out of 500 -2 * Loglike = 2332.273840 Burning in for 150 iterations out of 500 -2 * Loglike = 2312.193210 Burning in for 200 iterations out of 500 -2 * Loglike = 2341.990966 Burning in for 250 iterations out of 500 -2 * Loglike = 2347.931881 Burning in for 300 iterations out of 500 -2 * Loglike = 2309.445406 Burning in for 350 iterations out of 500 -2 * Loglike = 2320.641457 Burning in for 400 iterations out of 500 -2 * Loglike = 2339.306158 Burning in for 450 iterations out of 500 -2 * Loglike = 2331.413964 Burning in for 500 iterations out of 500 -2 * Loglike = 2341.142032 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 = 2338.375666 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 2328.037908 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 2342.738050 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 2315.319670 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 2341.698566 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 2309.237246 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 2317.196161 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 2350.646607 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 2340.523375 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 2344.961265 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 2329.124251 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 2341.780443 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 2325.791956 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 2318.344078 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 2330.179271 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 2332.988700 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 2297.878714 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 2321.295991 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 2333.952961 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 2308.709815 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 2337.038883 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 2317.967539 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 2326.726219 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 2338.066759 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 2326.393603 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 2346.285874 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 2345.981343 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 2327.082488 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 2331.186210 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 2329.268998 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 2343.160697 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 2302.405753 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 2311.746193 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 2338.841164 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 2343.818510 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 2329.861423 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 2351.201664 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 2335.974408 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 2326.362310 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 2338.728514 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 2325.061475 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 2344.526622 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 2347.455825 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 2327.734158 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 2333.744298 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 2341.578771 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 2341.154588 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 2329.413023 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 2327.173148 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 2339.524758 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 2321.926617 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 2308.283974 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 2358.302951 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 2327.866386 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 2346.607411 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 2306.678562 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 2322.259704 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 2338.212829 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 2334.992363 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 2346.716958 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 2337.727088 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 2323.283233 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 2339.504611 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 2329.824013 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 2329.444132 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 2335.252015 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 2329.387850 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 2322.648424 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 2344.912598 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 2308.170707 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 2335.843524 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 2332.650023 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 2332.579329 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 2331.762698 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 2316.796308 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 2321.051283 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 2369.325114 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 2310.403739 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 2330.227278 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 2338.283093 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 2326.537062 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 2310.616224 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 2336.136684 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 2317.004325 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 2341.596875 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 2317.530907 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 2330.729517 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 2322.585916 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 2321.791486 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 2338.503473 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 2332.432802 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 2343.540505 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 2327.426845 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 2356.990440 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 2338.023573 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 2316.119634 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 2309.684994 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 2330.322072 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 2309.400785 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 2311.261947 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 2329.7 S.D. = 13.637 S.E.M. = 0.19286 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.09) 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 : 7.36s 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 2329.693 2274.093 55.601 2385.294 --------------------------------------------------------------------------------------------------- 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 -1.72031 0.15984 -10.76 5.173e-27 *** -2.02722 -1.40997 483 age -0.02651 0.00792 -3.35 0.0008162 *** -0.04261 -0.01147 1136 lcOne_child 1.14197 0.15836 7.21 5.543e-13 *** 0.83660 1.44117 1035 lcTwo_children 1.36558 0.17477 7.81 5.559e-15 *** 1.02770 1.71322 1078 lcThree_plus 1.36530 0.18173 7.51 5.789e-14 *** 1.01207 1.71235 911 urbanUrban 0.81124 0.17151 4.73 2.245e-06 *** 0.46726 1.15415 214 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 0.41132 0.13099 0.19730 0.70484 238 cov_Intercept_urbanUrban -0.40136 0.16606 -0.77090 -0.13197 122 var_urbanUrban 0.66298 0.29277 0.25760 1.37158 85 --------------------------------------------------------------------------------------------------- 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") > > ## 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 RUNNING ADAPTIVE PROCEDURE AND BURNING IN... Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2031.987534 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2032.844250 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2016.322951 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2011.985280 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2039.563306 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2046.714044 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2023.520060 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2017.636548 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2019.929023 Adapting for 1000 iterations (Maximum 5000) -2 * Loglike = 2042.248975 Adapting finished and took 1100 iterations Adapting took 1100 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2028.450051 Burning in for 100 iterations out of 500 -2 * Loglike = 2017.691646 Burning in for 150 iterations out of 500 -2 * Loglike = 2017.959743 Burning in for 200 iterations out of 500 -2 * Loglike = 2035.357063 Burning in for 250 iterations out of 500 -2 * Loglike = 2029.765501 Burning in for 300 iterations out of 500 -2 * Loglike = 2009.340326 Burning in for 350 iterations out of 500 -2 * Loglike = 2023.342776 Burning in for 400 iterations out of 500 -2 * Loglike = 2026.279342 Burning in for 450 iterations out of 500 -2 * Loglike = 2030.557917 Burning in for 500 iterations out of 500 -2 * Loglike = 2020.883554 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 = 2020.975932 Actual update 100 of 50000, Stored update 100 of 50000 -2 * Loglike = 2023.989840 Actual update 150 of 50000, Stored update 150 of 50000 -2 * Loglike = 2020.826905 Actual update 200 of 50000, Stored update 200 of 50000 -2 * Loglike = 2030.751490 Actual update 250 of 50000, Stored update 250 of 50000 -2 * Loglike = 2030.128706 Actual update 300 of 50000, Stored update 300 of 50000 -2 * Loglike = 2009.340979 Actual update 350 of 50000, Stored update 350 of 50000 -2 * Loglike = 2024.868845 Actual update 400 of 50000, Stored update 400 of 50000 -2 * Loglike = 2019.520280 Actual update 450 of 50000, Stored update 450 of 50000 -2 * Loglike = 2025.374130 Actual update 500 of 50000, Stored update 500 of 50000 -2 * Loglike = 2026.250517 Actual update 550 of 50000, Stored update 550 of 50000 -2 * Loglike = 2009.603000 Actual update 600 of 50000, Stored update 600 of 50000 -2 * Loglike = 2020.428369 Actual update 650 of 50000, Stored update 650 of 50000 -2 * Loglike = 2023.008858 Actual update 700 of 50000, Stored update 700 of 50000 -2 * Loglike = 2023.555945 Actual update 750 of 50000, Stored update 750 of 50000 -2 * Loglike = 2023.207422 Actual update 800 of 50000, Stored update 800 of 50000 -2 * Loglike = 2030.437081 Actual update 850 of 50000, Stored update 850 of 50000 -2 * Loglike = 2001.994256 Actual update 900 of 50000, Stored update 900 of 50000 -2 * Loglike = 2019.220041 Actual update 950 of 50000, Stored update 950 of 50000 -2 * Loglike = 2021.647525 Actual update 1000 of 50000, Stored update 1000 of 50000 -2 * Loglike = 2012.700096 Actual update 1050 of 50000, Stored update 1050 of 50000 -2 * Loglike = 2035.126895 Actual update 1100 of 50000, Stored update 1100 of 50000 -2 * Loglike = 2038.246898 Actual update 1150 of 50000, Stored update 1150 of 50000 -2 * Loglike = 2008.979352 Actual update 1200 of 50000, Stored update 1200 of 50000 -2 * Loglike = 2038.155617 Actual update 1250 of 50000, Stored update 1250 of 50000 -2 * Loglike = 2024.243253 Actual update 1300 of 50000, Stored update 1300 of 50000 -2 * Loglike = 2032.465668 Actual update 1350 of 50000, Stored update 1350 of 50000 -2 * Loglike = 2021.958762 Actual update 1400 of 50000, Stored update 1400 of 50000 -2 * Loglike = 2012.492654 Actual update 1450 of 50000, Stored update 1450 of 50000 -2 * Loglike = 2051.750697 Actual update 1500 of 50000, Stored update 1500 of 50000 -2 * Loglike = 2024.377536 Actual update 1550 of 50000, Stored update 1550 of 50000 -2 * Loglike = 2024.032293 Actual update 1600 of 50000, Stored update 1600 of 50000 -2 * Loglike = 2020.214998 Actual update 1650 of 50000, Stored update 1650 of 50000 -2 * Loglike = 2013.692068 Actual update 1700 of 50000, Stored update 1700 of 50000 -2 * Loglike = 2044.105310 Actual update 1750 of 50000, Stored update 1750 of 50000 -2 * Loglike = 2009.593575 Actual update 1800 of 50000, Stored update 1800 of 50000 -2 * Loglike = 2014.241574 Actual update 1850 of 50000, Stored update 1850 of 50000 -2 * Loglike = 2021.911370 Actual update 1900 of 50000, Stored update 1900 of 50000 -2 * Loglike = 2015.734920 Actual update 1950 of 50000, Stored update 1950 of 50000 -2 * Loglike = 2028.373527 Actual update 2000 of 50000, Stored update 2000 of 50000 -2 * Loglike = 2033.763361 Actual update 2050 of 50000, Stored update 2050 of 50000 -2 * Loglike = 2019.601545 Actual update 2100 of 50000, Stored update 2100 of 50000 -2 * Loglike = 2038.993759 Actual update 2150 of 50000, Stored update 2150 of 50000 -2 * Loglike = 2017.487595 Actual update 2200 of 50000, Stored update 2200 of 50000 -2 * Loglike = 2043.136053 Actual update 2250 of 50000, Stored update 2250 of 50000 -2 * Loglike = 2051.224520 Actual update 2300 of 50000, Stored update 2300 of 50000 -2 * Loglike = 2044.214875 Actual update 2350 of 50000, Stored update 2350 of 50000 -2 * Loglike = 2020.678732 Actual update 2400 of 50000, Stored update 2400 of 50000 -2 * Loglike = 2004.681751 Actual update 2450 of 50000, Stored update 2450 of 50000 -2 * Loglike = 2007.794453 Actual update 2500 of 50000, Stored update 2500 of 50000 -2 * Loglike = 2029.303788 Actual update 2550 of 50000, Stored update 2550 of 50000 -2 * Loglike = 2023.243127 Actual update 2600 of 50000, Stored update 2600 of 50000 -2 * Loglike = 2041.730685 Actual update 2650 of 50000, Stored update 2650 of 50000 -2 * Loglike = 2048.086486 Actual update 2700 of 50000, Stored update 2700 of 50000 -2 * Loglike = 2033.175676 Actual update 2750 of 50000, Stored update 2750 of 50000 -2 * Loglike = 2053.242378 Actual update 2800 of 50000, Stored update 2800 of 50000 -2 * Loglike = 2013.458469 Actual update 2850 of 50000, Stored update 2850 of 50000 -2 * Loglike = 2024.979302 Actual update 2900 of 50000, Stored update 2900 of 50000 -2 * Loglike = 2045.801701 Actual update 2950 of 50000, Stored update 2950 of 50000 -2 * Loglike = 2021.372756 Actual update 3000 of 50000, Stored update 3000 of 50000 -2 * Loglike = 2034.735372 Actual update 3050 of 50000, Stored update 3050 of 50000 -2 * Loglike = 2026.360229 Actual update 3100 of 50000, Stored update 3100 of 50000 -2 * Loglike = 2033.849092 Actual update 3150 of 50000, Stored update 3150 of 50000 -2 * Loglike = 2031.200220 Actual update 3200 of 50000, Stored update 3200 of 50000 -2 * Loglike = 2028.596083 Actual update 3250 of 50000, Stored update 3250 of 50000 -2 * Loglike = 1994.987096 Actual update 3300 of 50000, Stored update 3300 of 50000 -2 * Loglike = 2015.416231 Actual update 3350 of 50000, Stored update 3350 of 50000 -2 * Loglike = 2017.292356 Actual update 3400 of 50000, Stored update 3400 of 50000 -2 * Loglike = 2024.242811 Actual update 3450 of 50000, Stored update 3450 of 50000 -2 * Loglike = 2032.151670 Actual update 3500 of 50000, Stored update 3500 of 50000 -2 * Loglike = 2043.783886 Actual update 3550 of 50000, Stored update 3550 of 50000 -2 * Loglike = 2040.701857 Actual update 3600 of 50000, Stored update 3600 of 50000 -2 * Loglike = 2032.858805 Actual update 3650 of 50000, Stored update 3650 of 50000 -2 * Loglike = 2018.902282 Actual update 3700 of 50000, Stored update 3700 of 50000 -2 * Loglike = 2022.716780 Actual update 3750 of 50000, Stored update 3750 of 50000 -2 * Loglike = 2016.528075 Actual update 3800 of 50000, Stored update 3800 of 50000 -2 * Loglike = 2030.199783 Actual update 3850 of 50000, Stored update 3850 of 50000 -2 * Loglike = 2032.199582 Actual update 3900 of 50000, Stored update 3900 of 50000 -2 * Loglike = 2014.255062 Actual update 3950 of 50000, Stored update 3950 of 50000 -2 * Loglike = 2038.252715 Actual update 4000 of 50000, Stored update 4000 of 50000 -2 * Loglike = 2034.917472 Actual update 4050 of 50000, Stored update 4050 of 50000 -2 * Loglike = 2028.737948 Actual update 4100 of 50000, Stored update 4100 of 50000 -2 * Loglike = 2021.150085 Actual update 4150 of 50000, Stored update 4150 of 50000 -2 * Loglike = 2011.284285 Actual update 4200 of 50000, Stored update 4200 of 50000 -2 * Loglike = 2030.726288 Actual update 4250 of 50000, Stored update 4250 of 50000 -2 * Loglike = 2029.639819 Actual update 4300 of 50000, Stored update 4300 of 50000 -2 * Loglike = 2041.913083 Actual update 4350 of 50000, Stored update 4350 of 50000 -2 * Loglike = 2019.837136 Actual update 4400 of 50000, Stored update 4400 of 50000 -2 * Loglike = 2006.669435 Actual update 4450 of 50000, Stored update 4450 of 50000 -2 * Loglike = 2030.975631 Actual update 4500 of 50000, Stored update 4500 of 50000 -2 * Loglike = 2024.553634 Actual update 4550 of 50000, Stored update 4550 of 50000 -2 * Loglike = 2022.910693 Actual update 4600 of 50000, Stored update 4600 of 50000 -2 * Loglike = 2032.334911 Actual update 4650 of 50000, Stored update 4650 of 50000 -2 * Loglike = 2012.029661 Actual update 4700 of 50000, Stored update 4700 of 50000 -2 * Loglike = 2022.241683 Actual update 4750 of 50000, Stored update 4750 of 50000 -2 * Loglike = 2024.719809 Actual update 4800 of 50000, Stored update 4800 of 50000 -2 * Loglike = 2043.409514 Actual update 4850 of 50000, Stored update 4850 of 50000 -2 * Loglike = 2037.684006 Actual update 4900 of 50000, Stored update 4900 of 50000 -2 * Loglike = 2049.569997 Actual update 4950 of 50000, Stored update 4950 of 50000 -2 * Loglike = 2011.057779 Actual update 5000 of 50000, Stored update 5000 of 50000 -2 * Loglike = 2034.174963 Actual update 5050 of 50000, Stored update 5050 of 50000 -2 * Loglike = 2025.707650 Actual update 5100 of 50000, Stored update 5100 of 50000 -2 * Loglike = 2027.596081 Actual update 5150 of 50000, Stored update 5150 of 50000 -2 * Loglike = 2016.608626 Actual update 5200 of 50000, Stored update 5200 of 50000 -2 * Loglike = 2016.852054 Actual update 5250 of 50000, Stored update 5250 of 50000 -2 * Loglike = 2024.541173 Actual update 5300 of 50000, Stored update 5300 of 50000 -2 * Loglike = 2030.796702 Actual update 5350 of 50000, Stored update 5350 of 50000 -2 * Loglike = 2036.750734 Actual update 5400 of 50000, Stored update 5400 of 50000 -2 * Loglike = 2045.047933 Actual update 5450 of 50000, Stored update 5450 of 50000 -2 * Loglike = 2036.544695 Actual update 5500 of 50000, Stored update 5500 of 50000 -2 * Loglike = 2011.533077 Actual update 5550 of 50000, Stored update 5550 of 50000 -2 * Loglike = 2025.619537 Actual update 5600 of 50000, Stored update 5600 of 50000 -2 * Loglike = 2027.267098 Actual update 5650 of 50000, Stored update 5650 of 50000 -2 * Loglike = 2030.080095 Actual update 5700 of 50000, Stored update 5700 of 50000 -2 * Loglike = 2018.666401 Actual update 5750 of 50000, Stored update 5750 of 50000 -2 * Loglike = 2032.266001 Actual update 5800 of 50000, Stored update 5800 of 50000 -2 * Loglike = 2020.834928 Actual update 5850 of 50000, Stored update 5850 of 50000 -2 * Loglike = 2020.425232 Actual update 5900 of 50000, Stored update 5900 of 50000 -2 * Loglike = 2008.614759 Actual update 5950 of 50000, Stored update 5950 of 50000 -2 * Loglike = 2055.610243 Actual update 6000 of 50000, Stored update 6000 of 50000 -2 * Loglike = 2040.513792 Actual update 6050 of 50000, Stored update 6050 of 50000 -2 * Loglike = 2020.290496 Actual update 6100 of 50000, Stored update 6100 of 50000 -2 * Loglike = 2020.574664 Actual update 6150 of 50000, Stored update 6150 of 50000 -2 * Loglike = 2035.936823 Actual update 6200 of 50000, Stored update 6200 of 50000 -2 * Loglike = 2035.636179 Actual update 6250 of 50000, Stored update 6250 of 50000 -2 * Loglike = 2027.885053 Actual update 6300 of 50000, Stored update 6300 of 50000 -2 * Loglike = 2024.508609 Actual update 6350 of 50000, Stored update 6350 of 50000 -2 * Loglike = 2032.481966 Actual update 6400 of 50000, Stored update 6400 of 50000 -2 * Loglike = 2038.189737 Actual update 6450 of 50000, Stored update 6450 of 50000 -2 * Loglike = 2015.257504 Actual update 6500 of 50000, Stored update 6500 of 50000 -2 * Loglike = 2030.612349 Actual update 6550 of 50000, Stored update 6550 of 50000 -2 * Loglike = 2015.961356 Actual update 6600 of 50000, Stored update 6600 of 50000 -2 * Loglike = 2014.614300 Actual update 6650 of 50000, Stored update 6650 of 50000 -2 * Loglike = 2028.534776 Actual update 6700 of 50000, Stored update 6700 of 50000 -2 * Loglike = 2032.619567 Actual update 6750 of 50000, Stored update 6750 of 50000 -2 * Loglike = 2014.494665 Actual update 6800 of 50000, Stored update 6800 of 50000 -2 * Loglike = 2029.023806 Actual update 6850 of 50000, Stored update 6850 of 50000 -2 * Loglike = 2024.234925 Actual update 6900 of 50000, Stored update 6900 of 50000 -2 * Loglike = 2026.661197 Actual update 6950 of 50000, Stored update 6950 of 50000 -2 * Loglike = 2023.019524 Actual update 7000 of 50000, Stored update 7000 of 50000 -2 * Loglike = 2008.357740 Actual update 7050 of 50000, Stored update 7050 of 50000 -2 * Loglike = 2030.299312 Actual update 7100 of 50000, Stored update 7100 of 50000 -2 * Loglike = 2004.569992 Actual update 7150 of 50000, Stored update 7150 of 50000 -2 * Loglike = 2013.580654 Actual update 7200 of 50000, Stored update 7200 of 50000 -2 * Loglike = 2018.112260 Actual update 7250 of 50000, Stored update 7250 of 50000 -2 * Loglike = 2019.068508 Actual update 7300 of 50000, Stored update 7300 of 50000 -2 * Loglike = 2034.859385 Actual update 7350 of 50000, Stored update 7350 of 50000 -2 * Loglike = 2043.894907 Actual update 7400 of 50000, Stored update 7400 of 50000 -2 * Loglike = 2014.501485 Actual update 7450 of 50000, Stored update 7450 of 50000 -2 * Loglike = 2031.217558 Actual update 7500 of 50000, Stored update 7500 of 50000 -2 * Loglike = 2033.236229 Actual update 7550 of 50000, Stored update 7550 of 50000 -2 * Loglike = 2029.555142 Actual update 7600 of 50000, Stored update 7600 of 50000 -2 * Loglike = 2031.976449 Actual update 7650 of 50000, Stored update 7650 of 50000 -2 * Loglike = 2034.441639 Actual update 7700 of 50000, Stored update 7700 of 50000 -2 * Loglike = 2013.389604 Actual update 7750 of 50000, Stored update 7750 of 50000 -2 * Loglike = 2026.936904 Actual update 7800 of 50000, Stored update 7800 of 50000 -2 * Loglike = 2052.838448 Actual update 7850 of 50000, Stored update 7850 of 50000 -2 * Loglike = 2032.824228 Actual update 7900 of 50000, Stored update 7900 of 50000 -2 * Loglike = 2032.739171 Actual update 7950 of 50000, Stored update 7950 of 50000 -2 * Loglike = 2040.413581 Actual update 8000 of 50000, Stored update 8000 of 50000 -2 * Loglike = 2060.023061 Actual update 8050 of 50000, Stored update 8050 of 50000 -2 * Loglike = 2055.161643 Actual update 8100 of 50000, Stored update 8100 of 50000 -2 * Loglike = 2015.284900 Actual update 8150 of 50000, Stored update 8150 of 50000 -2 * Loglike = 2017.213246 Actual update 8200 of 50000, Stored update 8200 of 50000 -2 * Loglike = 2027.327323 Actual update 8250 of 50000, Stored update 8250 of 50000 -2 * Loglike = 2035.867623 Actual update 8300 of 50000, Stored update 8300 of 50000 -2 * Loglike = 2035.963670 Actual update 8350 of 50000, Stored update 8350 of 50000 -2 * Loglike = 2045.208052 Actual update 8400 of 50000, Stored update 8400 of 50000 -2 * Loglike = 2030.204980 Actual update 8450 of 50000, Stored update 8450 of 50000 -2 * Loglike = 2032.237154 Actual update 8500 of 50000, Stored update 8500 of 50000 -2 * Loglike = 2009.423579 Actual update 8550 of 50000, Stored update 8550 of 50000 -2 * Loglike = 1999.343246 Actual update 8600 of 50000, Stored update 8600 of 50000 -2 * Loglike = 2045.892127 Actual update 8650 of 50000, Stored update 8650 of 50000 -2 * Loglike = 2021.865372 Actual update 8700 of 50000, Stored update 8700 of 50000 -2 * Loglike = 2017.849279 Actual update 8750 of 50000, Stored update 8750 of 50000 -2 * Loglike = 2038.045213 Actual update 8800 of 50000, Stored update 8800 of 50000 -2 * Loglike = 2015.289801 Actual update 8850 of 50000, Stored update 8850 of 50000 -2 * Loglike = 2016.937911 Actual update 8900 of 50000, Stored update 8900 of 50000 -2 * Loglike = 2025.865580 Actual update 8950 of 50000, Stored update 8950 of 50000 -2 * Loglike = 2040.869696 Actual update 9000 of 50000, Stored update 9000 of 50000 -2 * Loglike = 2031.556432 Actual update 9050 of 50000, Stored update 9050 of 50000 -2 * Loglike = 2012.990930 Actual update 9100 of 50000, Stored update 9100 of 50000 -2 * Loglike = 2031.501294 Actual update 9150 of 50000, Stored update 9150 of 50000 -2 * Loglike = 2036.933331 Actual update 9200 of 50000, Stored update 9200 of 50000 -2 * Loglike = 2037.583625 Actual update 9250 of 50000, Stored update 9250 of 50000 -2 * Loglike = 2012.942515 Actual update 9300 of 50000, Stored update 9300 of 50000 -2 * Loglike = 2028.203156 Actual update 9350 of 50000, Stored update 9350 of 50000 -2 * Loglike = 2015.608144 Actual update 9400 of 50000, Stored update 9400 of 50000 -2 * Loglike = 2001.707791 Actual update 9450 of 50000, Stored update 9450 of 50000 -2 * Loglike = 2025.058252 Actual update 9500 of 50000, Stored update 9500 of 50000 -2 * Loglike = 2025.514273 Actual update 9550 of 50000, Stored update 9550 of 50000 -2 * Loglike = 2021.079675 Actual update 9600 of 50000, Stored update 9600 of 50000 -2 * Loglike = 2026.705981 Actual update 9650 of 50000, Stored update 9650 of 50000 -2 * Loglike = 2019.788434 Actual update 9700 of 50000, Stored update 9700 of 50000 -2 * Loglike = 2027.612933 Actual update 9750 of 50000, Stored update 9750 of 50000 -2 * Loglike = 2020.851210 Actual update 9800 of 50000, Stored update 9800 of 50000 -2 * Loglike = 2013.692355 Actual update 9850 of 50000, Stored update 9850 of 50000 -2 * Loglike = 2035.052186 Actual update 9900 of 50000, Stored update 9900 of 50000 -2 * Loglike = 2015.222476 Actual update 9950 of 50000, Stored update 9950 of 50000 -2 * Loglike = 2019.270716 Actual update 10000 of 50000, Stored update 10000 of 50000 -2 * Loglike = 2025.479445 Actual update 10050 of 50000, Stored update 10050 of 50000 -2 * Loglike = 2030.603328 Actual update 10100 of 50000, Stored update 10100 of 50000 -2 * Loglike = 2026.545493 Actual update 10150 of 50000, Stored update 10150 of 50000 -2 * Loglike = 2013.466743 Actual update 10200 of 50000, Stored update 10200 of 50000 -2 * Loglike = 2034.769189 Actual update 10250 of 50000, Stored update 10250 of 50000 -2 * Loglike = 2006.956752 Actual update 10300 of 50000, Stored update 10300 of 50000 -2 * Loglike = 2012.459034 Actual update 10350 of 50000, Stored update 10350 of 50000 -2 * Loglike = 2017.632989 Actual update 10400 of 50000, Stored update 10400 of 50000 -2 * Loglike = 2040.369008 Actual update 10450 of 50000, Stored update 10450 of 50000 -2 * Loglike = 2029.704388 Actual update 10500 of 50000, Stored update 10500 of 50000 -2 * Loglike = 2045.263381 Actual update 10550 of 50000, Stored update 10550 of 50000 -2 * Loglike = 2038.616042 Actual update 10600 of 50000, Stored update 10600 of 50000 -2 * Loglike = 2035.032326 Actual update 10650 of 50000, Stored update 10650 of 50000 -2 * Loglike = 2029.068538 Actual update 10700 of 50000, Stored update 10700 of 50000 -2 * Loglike = 2031.602154 Actual update 10750 of 50000, Stored update 10750 of 50000 -2 * Loglike = 2019.379864 Actual update 10800 of 50000, Stored update 10800 of 50000 -2 * Loglike = 2030.488828 Actual update 10850 of 50000, Stored update 10850 of 50000 -2 * Loglike = 2029.495870 Actual update 10900 of 50000, Stored update 10900 of 50000 -2 * Loglike = 2049.698108 Actual update 10950 of 50000, Stored update 10950 of 50000 -2 * Loglike = 2028.065854 Actual update 11000 of 50000, Stored update 11000 of 50000 -2 * Loglike = 2035.677557 Actual update 11050 of 50000, Stored update 11050 of 50000 -2 * Loglike = 2034.579621 Actual update 11100 of 50000, Stored update 11100 of 50000 -2 * Loglike = 2010.294675 Actual update 11150 of 50000, Stored update 11150 of 50000 -2 * Loglike = 2012.942273 Actual update 11200 of 50000, Stored update 11200 of 50000 -2 * Loglike = 2019.789593 Actual update 11250 of 50000, Stored update 11250 of 50000 -2 * Loglike = 2044.733223 Actual update 11300 of 50000, Stored update 11300 of 50000 -2 * Loglike = 2020.603384 Actual update 11350 of 50000, Stored update 11350 of 50000 -2 * Loglike = 2014.746455 Actual update 11400 of 50000, Stored update 11400 of 50000 -2 * Loglike = 2030.867715 Actual update 11450 of 50000, Stored update 11450 of 50000 -2 * Loglike = 2015.680521 Actual update 11500 of 50000, Stored update 11500 of 50000 -2 * Loglike = 2023.130041 Actual update 11550 of 50000, Stored update 11550 of 50000 -2 * Loglike = 2025.326572 Actual update 11600 of 50000, Stored update 11600 of 50000 -2 * Loglike = 2033.558511 Actual update 11650 of 50000, Stored update 11650 of 50000 -2 * Loglike = 2015.924869 Actual update 11700 of 50000, Stored update 11700 of 50000 -2 * Loglike = 2059.096630 Actual update 11750 of 50000, Stored update 11750 of 50000 -2 * Loglike = 2029.748359 Actual update 11800 of 50000, Stored update 11800 of 50000 -2 * Loglike = 2020.471414 Actual update 11850 of 50000, Stored update 11850 of 50000 -2 * Loglike = 2024.793058 Actual update 11900 of 50000, Stored update 11900 of 50000 -2 * Loglike = 2031.640354 Actual update 11950 of 50000, Stored update 11950 of 50000 -2 * Loglike = 2035.091972 Actual update 12000 of 50000, Stored update 12000 of 50000 -2 * Loglike = 2048.935879 Actual update 12050 of 50000, Stored update 12050 of 50000 -2 * Loglike = 2010.231474 Actual update 12100 of 50000, Stored update 12100 of 50000 -2 * Loglike = 2056.367273 Actual update 12150 of 50000, Stored update 12150 of 50000 -2 * Loglike = 2029.156361 Actual update 12200 of 50000, Stored update 12200 of 50000 -2 * Loglike = 2014.398886 Actual update 12250 of 50000, Stored update 12250 of 50000 -2 * Loglike = 2000.515733 Actual update 12300 of 50000, Stored update 12300 of 50000 -2 * Loglike = 2023.164455 Actual update 12350 of 50000, Stored update 12350 of 50000 -2 * Loglike = 2040.446031 Actual update 12400 of 50000, Stored update 12400 of 50000 -2 * Loglike = 2015.331341 Actual update 12450 of 50000, Stored update 12450 of 50000 -2 * Loglike = 2030.896052 Actual update 12500 of 50000, Stored update 12500 of 50000 -2 * Loglike = 2026.303738 Actual update 12550 of 50000, Stored update 12550 of 50000 -2 * Loglike = 2014.714647 Actual update 12600 of 50000, Stored update 12600 of 50000 -2 * Loglike = 2004.124650 Actual update 12650 of 50000, Stored update 12650 of 50000 -2 * Loglike = 2017.074512 Actual update 12700 of 50000, Stored update 12700 of 50000 -2 * Loglike = 2011.767681 Actual update 12750 of 50000, Stored update 12750 of 50000 -2 * Loglike = 2047.140554 Actual update 12800 of 50000, Stored update 12800 of 50000 -2 * Loglike = 2015.252120 Actual update 12850 of 50000, Stored update 12850 of 50000 -2 * Loglike = 2033.525061 Actual update 12900 of 50000, Stored update 12900 of 50000 -2 * Loglike = 2031.078305 Actual update 12950 of 50000, Stored update 12950 of 50000 -2 * Loglike = 2015.561923 Actual update 13000 of 50000, Stored update 13000 of 50000 -2 * Loglike = 2015.606458 Actual update 13050 of 50000, Stored update 13050 of 50000 -2 * Loglike = 2051.880887 Actual update 13100 of 50000, Stored update 13100 of 50000 -2 * Loglike = 2028.526367 Actual update 13150 of 50000, Stored update 13150 of 50000 -2 * Loglike = 2021.179062 Actual update 13200 of 50000, Stored update 13200 of 50000 -2 * Loglike = 2037.135475 Actual update 13250 of 50000, Stored update 13250 of 50000 -2 * Loglike = 2031.571460 Actual update 13300 of 50000, Stored update 13300 of 50000 -2 * Loglike = 2048.161728 Actual update 13350 of 50000, Stored update 13350 of 50000 -2 * Loglike = 2029.086002 Actual update 13400 of 50000, Stored update 13400 of 50000 -2 * Loglike = 2026.059920 Actual update 13450 of 50000, Stored update 13450 of 50000 -2 * Loglike = 2029.749048 Actual update 13500 of 50000, Stored update 13500 of 50000 -2 * Loglike = 2021.120426 Actual update 13550 of 50000, Stored update 13550 of 50000 -2 * Loglike = 2016.467306 Actual update 13600 of 50000, Stored update 13600 of 50000 -2 * Loglike = 2025.275340 Actual update 13650 of 50000, Stored update 13650 of 50000 -2 * Loglike = 2019.671087 Actual update 13700 of 50000, Stored update 13700 of 50000 -2 * Loglike = 2031.173968 Actual update 13750 of 50000, Stored update 13750 of 50000 -2 * Loglike = 2063.390485 Actual update 13800 of 50000, Stored update 13800 of 50000 -2 * Loglike = 2009.624601 Actual update 13850 of 50000, Stored update 13850 of 50000 -2 * Loglike = 2011.345548 Actual update 13900 of 50000, Stored update 13900 of 50000 -2 * Loglike = 2041.714529 Actual update 13950 of 50000, Stored update 13950 of 50000 -2 * Loglike = 2036.264555 Actual update 14000 of 50000, Stored update 14000 of 50000 -2 * Loglike = 2033.843230 Actual update 14050 of 50000, Stored update 14050 of 50000 -2 * Loglike = 2031.821897 Actual update 14100 of 50000, Stored update 14100 of 50000 -2 * Loglike = 2022.458019 Actual update 14150 of 50000, Stored update 14150 of 50000 -2 * Loglike = 2034.989624 Actual update 14200 of 50000, Stored update 14200 of 50000 -2 * Loglike = 2019.909731 Actual update 14250 of 50000, Stored update 14250 of 50000 -2 * Loglike = 2047.892520 Actual update 14300 of 50000, Stored update 14300 of 50000 -2 * Loglike = 2013.907806 Actual update 14350 of 50000, Stored update 14350 of 50000 -2 * Loglike = 2018.453681 Actual update 14400 of 50000, Stored update 14400 of 50000 -2 * Loglike = 2035.877313 Actual update 14450 of 50000, Stored update 14450 of 50000 -2 * Loglike = 2022.044935 Actual update 14500 of 50000, Stored update 14500 of 50000 -2 * Loglike = 2024.133224 Actual update 14550 of 50000, Stored update 14550 of 50000 -2 * Loglike = 2004.550187 Actual update 14600 of 50000, Stored update 14600 of 50000 -2 * Loglike = 2015.194961 Actual update 14650 of 50000, Stored update 14650 of 50000 -2 * Loglike = 1998.190854 Actual update 14700 of 50000, Stored update 14700 of 50000 -2 * Loglike = 2018.239325 Actual update 14750 of 50000, Stored update 14750 of 50000 -2 * Loglike = 2016.297938 Actual update 14800 of 50000, Stored update 14800 of 50000 -2 * Loglike = 2027.642992 Actual update 14850 of 50000, Stored update 14850 of 50000 -2 * Loglike = 2035.931228 Actual update 14900 of 50000, Stored update 14900 of 50000 -2 * Loglike = 1994.202078 Actual update 14950 of 50000, Stored update 14950 of 50000 -2 * Loglike = 2036.838674 Actual update 15000 of 50000, Stored update 15000 of 50000 -2 * Loglike = 2023.149466 Actual update 15050 of 50000, Stored update 15050 of 50000 -2 * Loglike = 2025.955403 Actual update 15100 of 50000, Stored update 15100 of 50000 -2 * Loglike = 2029.805086 Actual update 15150 of 50000, Stored update 15150 of 50000 -2 * Loglike = 2027.001042 Actual update 15200 of 50000, Stored update 15200 of 50000 -2 * Loglike = 2015.722002 Actual update 15250 of 50000, Stored update 15250 of 50000 -2 * Loglike = 2038.075447 Actual update 15300 of 50000, Stored update 15300 of 50000 -2 * Loglike = 2045.356511 Actual update 15350 of 50000, Stored update 15350 of 50000 -2 * Loglike = 2021.714483 Actual update 15400 of 50000, Stored update 15400 of 50000 -2 * Loglike = 2026.525307 Actual update 15450 of 50000, Stored update 15450 of 50000 -2 * Loglike = 2033.659540 Actual update 15500 of 50000, Stored update 15500 of 50000 -2 * Loglike = 2022.805846 Actual update 15550 of 50000, Stored update 15550 of 50000 -2 * Loglike = 2022.559045 Actual update 15600 of 50000, Stored update 15600 of 50000 -2 * Loglike = 2018.295344 Actual update 15650 of 50000, Stored update 15650 of 50000 -2 * Loglike = 2010.806294 Actual update 15700 of 50000, Stored update 15700 of 50000 -2 * Loglike = 2033.164257 Actual update 15750 of 50000, Stored update 15750 of 50000 -2 * Loglike = 2019.631712 Actual update 15800 of 50000, Stored update 15800 of 50000 -2 * Loglike = 2043.485827 Actual update 15850 of 50000, Stored update 15850 of 50000 -2 * Loglike = 2016.107975 Actual update 15900 of 50000, Stored update 15900 of 50000 -2 * Loglike = 2030.197504 Actual update 15950 of 50000, Stored update 15950 of 50000 -2 * Loglike = 2032.658180 Actual update 16000 of 50000, Stored update 16000 of 50000 -2 * Loglike = 2031.557007 Actual update 16050 of 50000, Stored update 16050 of 50000 -2 * Loglike = 2023.730393 Actual update 16100 of 50000, Stored update 16100 of 50000 -2 * Loglike = 2007.135873 Actual update 16150 of 50000, Stored update 16150 of 50000 -2 * Loglike = 2013.984520 Actual update 16200 of 50000, Stored update 16200 of 50000 -2 * Loglike = 2033.437856 Actual update 16250 of 50000, Stored update 16250 of 50000 -2 * Loglike = 2035.550096 Actual update 16300 of 50000, Stored update 16300 of 50000 -2 * Loglike = 2036.354692 Actual update 16350 of 50000, Stored update 16350 of 50000 -2 * Loglike = 2030.520562 Actual update 16400 of 50000, Stored update 16400 of 50000 -2 * Loglike = 2019.210563 Actual update 16450 of 50000, Stored update 16450 of 50000 -2 * Loglike = 2025.140667 Actual update 16500 of 50000, Stored update 16500 of 50000 -2 * Loglike = 2043.060370 Actual update 16550 of 50000, Stored update 16550 of 50000 -2 * Loglike = 2034.950199 Actual update 16600 of 50000, Stored update 16600 of 50000 -2 * Loglike = 2047.229606 Actual update 16650 of 50000, Stored update 16650 of 50000 -2 * Loglike = 2043.925753 Actual update 16700 of 50000, Stored update 16700 of 50000 -2 * Loglike = 2025.920903 Actual update 16750 of 50000, Stored update 16750 of 50000 -2 * Loglike = 2012.838082 Actual update 16800 of 50000, Stored update 16800 of 50000 -2 * Loglike = 2004.948087 Actual update 16850 of 50000, Stored update 16850 of 50000 -2 * Loglike = 2024.850743 Actual update 16900 of 50000, Stored update 16900 of 50000 -2 * Loglike = 2011.996073 Actual update 16950 of 50000, Stored update 16950 of 50000 -2 * Loglike = 2028.585035 Actual update 17000 of 50000, Stored update 17000 of 50000 -2 * Loglike = 2018.412087 Actual update 17050 of 50000, Stored update 17050 of 50000 -2 * Loglike = 2039.049898 Actual update 17100 of 50000, Stored update 17100 of 50000 -2 * Loglike = 2028.938453 Actual update 17150 of 50000, Stored update 17150 of 50000 -2 * Loglike = 2016.808681 Actual update 17200 of 50000, Stored update 17200 of 50000 -2 * Loglike = 2000.060339 Actual update 17250 of 50000, Stored update 17250 of 50000 -2 * Loglike = 2029.683869 Actual update 17300 of 50000, Stored update 17300 of 50000 -2 * Loglike = 2027.326278 Actual update 17350 of 50000, Stored update 17350 of 50000 -2 * Loglike = 2033.083307 Actual update 17400 of 50000, Stored update 17400 of 50000 -2 * Loglike = 2018.420640 Actual update 17450 of 50000, Stored update 17450 of 50000 -2 * Loglike = 2026.095849 Actual update 17500 of 50000, Stored update 17500 of 50000 -2 * Loglike = 2007.751905 Actual update 17550 of 50000, Stored update 17550 of 50000 -2 * Loglike = 2022.865493 Actual update 17600 of 50000, Stored update 17600 of 50000 -2 * Loglike = 2038.750257 Actual update 17650 of 50000, Stored update 17650 of 50000 -2 * Loglike = 2002.622938 Actual update 17700 of 50000, Stored update 17700 of 50000 -2 * Loglike = 2017.563096 Actual update 17750 of 50000, Stored update 17750 of 50000 -2 * Loglike = 2017.568528 Actual update 17800 of 50000, Stored update 17800 of 50000 -2 * Loglike = 2034.344145 Actual update 17850 of 50000, Stored update 17850 of 50000 -2 * Loglike = 2040.977848 Actual update 17900 of 50000, Stored update 17900 of 50000 -2 * Loglike = 2037.947604 Actual update 17950 of 50000, Stored update 17950 of 50000 -2 * Loglike = 2041.857651 Actual update 18000 of 50000, Stored update 18000 of 50000 -2 * Loglike = 2030.108255 Actual update 18050 of 50000, Stored update 18050 of 50000 -2 * Loglike = 2031.982940 Actual update 18100 of 50000, Stored update 18100 of 50000 -2 * Loglike = 2022.389563 Actual update 18150 of 50000, Stored update 18150 of 50000 -2 * Loglike = 2032.177657 Actual update 18200 of 50000, Stored update 18200 of 50000 -2 * Loglike = 2031.702669 Actual update 18250 of 50000, Stored update 18250 of 50000 -2 * Loglike = 2039.642264 Actual update 18300 of 50000, Stored update 18300 of 50000 -2 * Loglike = 2050.295830 Actual update 18350 of 50000, Stored update 18350 of 50000 -2 * Loglike = 2028.163793 Actual update 18400 of 50000, Stored update 18400 of 50000 -2 * Loglike = 2029.290392 Actual update 18450 of 50000, Stored update 18450 of 50000 -2 * Loglike = 2027.926110 Actual update 18500 of 50000, Stored update 18500 of 50000 -2 * Loglike = 2020.143697 Actual update 18550 of 50000, Stored update 18550 of 50000 -2 * Loglike = 2007.649734 Actual update 18600 of 50000, Stored update 18600 of 50000 -2 * Loglike = 2008.710186 Actual update 18650 of 50000, Stored update 18650 of 50000 -2 * Loglike = 2030.005355 Actual update 18700 of 50000, Stored update 18700 of 50000 -2 * Loglike = 2017.733747 Actual update 18750 of 50000, Stored update 18750 of 50000 -2 * Loglike = 2030.137441 Actual update 18800 of 50000, Stored update 18800 of 50000 -2 * Loglike = 2037.264843 Actual update 18850 of 50000, Stored update 18850 of 50000 -2 * Loglike = 2031.679087 Actual update 18900 of 50000, Stored update 18900 of 50000 -2 * Loglike = 2025.207321 Actual update 18950 of 50000, Stored update 18950 of 50000 -2 * Loglike = 2028.060979 Actual update 19000 of 50000, Stored update 19000 of 50000 -2 * Loglike = 2022.247995 Actual update 19050 of 50000, Stored update 19050 of 50000 -2 * Loglike = 2034.957305 Actual update 19100 of 50000, Stored update 19100 of 50000 -2 * Loglike = 2013.510089 Actual update 19150 of 50000, Stored update 19150 of 50000 -2 * Loglike = 2006.739923 Actual update 19200 of 50000, Stored update 19200 of 50000 -2 * Loglike = 2027.289143 Actual update 19250 of 50000, Stored update 19250 of 50000 -2 * Loglike = 2031.965479 Actual update 19300 of 50000, Stored update 19300 of 50000 -2 * Loglike = 2019.926409 Actual update 19350 of 50000, Stored update 19350 of 50000 -2 * Loglike = 2035.731872 Actual update 19400 of 50000, Stored update 19400 of 50000 -2 * Loglike = 2035.033855 Actual update 19450 of 50000, Stored update 19450 of 50000 -2 * Loglike = 2052.020736 Actual update 19500 of 50000, Stored update 19500 of 50000 -2 * Loglike = 2018.302064 Actual update 19550 of 50000, Stored update 19550 of 50000 -2 * Loglike = 2018.209528 Actual update 19600 of 50000, Stored update 19600 of 50000 -2 * Loglike = 1997.507736 Actual update 19650 of 50000, Stored update 19650 of 50000 -2 * Loglike = 2014.426108 Actual update 19700 of 50000, Stored update 19700 of 50000 -2 * Loglike = 2010.917933 Actual update 19750 of 50000, Stored update 19750 of 50000 -2 * Loglike = 2019.416503 Actual update 19800 of 50000, Stored update 19800 of 50000 -2 * Loglike = 2035.769477 Actual update 19850 of 50000, Stored update 19850 of 50000 -2 * Loglike = 2020.756436 Actual update 19900 of 50000, Stored update 19900 of 50000 -2 * Loglike = 2037.827582 Actual update 19950 of 50000, Stored update 19950 of 50000 -2 * Loglike = 2022.080373 Actual update 20000 of 50000, Stored update 20000 of 50000 -2 * Loglike = 2022.485665 Actual update 20050 of 50000, Stored update 20050 of 50000 -2 * Loglike = 2023.231300 Actual update 20100 of 50000, Stored update 20100 of 50000 -2 * Loglike = 2031.507858 Actual update 20150 of 50000, Stored update 20150 of 50000 -2 * Loglike = 2020.215663 Actual update 20200 of 50000, Stored update 20200 of 50000 -2 * Loglike = 2050.809828 Actual update 20250 of 50000, Stored update 20250 of 50000 -2 * Loglike = 2016.297791 Actual update 20300 of 50000, Stored update 20300 of 50000 -2 * Loglike = 2063.629027 Actual update 20350 of 50000, Stored update 20350 of 50000 -2 * Loglike = 2023.013628 Actual update 20400 of 50000, Stored update 20400 of 50000 -2 * Loglike = 2052.266319 Actual update 20450 of 50000, Stored update 20450 of 50000 -2 * Loglike = 2007.316515 Actual update 20500 of 50000, Stored update 20500 of 50000 -2 * Loglike = 2043.428376 Actual update 20550 of 50000, Stored update 20550 of 50000 -2 * Loglike = 2044.759185 Actual update 20600 of 50000, Stored update 20600 of 50000 -2 * Loglike = 2016.161036 Actual update 20650 of 50000, Stored update 20650 of 50000 -2 * Loglike = 2043.037977 Actual update 20700 of 50000, Stored update 20700 of 50000 -2 * Loglike = 2034.431600 Actual update 20750 of 50000, Stored update 20750 of 50000 -2 * Loglike = 2027.907958 Actual update 20800 of 50000, Stored update 20800 of 50000 -2 * Loglike = 2024.239008 Actual update 20850 of 50000, Stored update 20850 of 50000 -2 * Loglike = 2025.724576 Actual update 20900 of 50000, Stored update 20900 of 50000 -2 * Loglike = 2018.819459 Actual update 20950 of 50000, Stored update 20950 of 50000 -2 * Loglike = 2025.026385 Actual update 21000 of 50000, Stored update 21000 of 50000 -2 * Loglike = 2026.736669 Actual update 21050 of 50000, Stored update 21050 of 50000 -2 * Loglike = 2061.581706 Actual update 21100 of 50000, Stored update 21100 of 50000 -2 * Loglike = 2056.440256 Actual update 21150 of 50000, Stored update 21150 of 50000 -2 * Loglike = 2014.097781 Actual update 21200 of 50000, Stored update 21200 of 50000 -2 * Loglike = 2030.172996 Actual update 21250 of 50000, Stored update 21250 of 50000 -2 * Loglike = 2046.450720 Actual update 21300 of 50000, Stored update 21300 of 50000 -2 * Loglike = 2039.227003 Actual update 21350 of 50000, Stored update 21350 of 50000 -2 * Loglike = 2038.374380 Actual update 21400 of 50000, Stored update 21400 of 50000 -2 * Loglike = 2028.706522 Actual update 21450 of 50000, Stored update 21450 of 50000 -2 * Loglike = 2020.268455 Actual update 21500 of 50000, Stored update 21500 of 50000 -2 * Loglike = 2028.130615 Actual update 21550 of 50000, Stored update 21550 of 50000 -2 * Loglike = 2028.467468 Actual update 21600 of 50000, Stored update 21600 of 50000 -2 * Loglike = 2039.814764 Actual update 21650 of 50000, Stored update 21650 of 50000 -2 * Loglike = 2034.964977 Actual update 21700 of 50000, Stored update 21700 of 50000 -2 * Loglike = 2028.785906 Actual update 21750 of 50000, Stored update 21750 of 50000 -2 * Loglike = 2043.849757 Actual update 21800 of 50000, Stored update 21800 of 50000 -2 * Loglike = 2037.918580 Actual update 21850 of 50000, Stored update 21850 of 50000 -2 * Loglike = 2021.579799 Actual update 21900 of 50000, Stored update 21900 of 50000 -2 * Loglike = 2026.896578 Actual update 21950 of 50000, Stored update 21950 of 50000 -2 * Loglike = 2029.169157 Actual update 22000 of 50000, Stored update 22000 of 50000 -2 * Loglike = 2024.305604 Actual update 22050 of 50000, Stored update 22050 of 50000 -2 * Loglike = 2055.880568 Actual update 22100 of 50000, Stored update 22100 of 50000 -2 * Loglike = 2029.921778 Actual update 22150 of 50000, Stored update 22150 of 50000 -2 * Loglike = 2022.161936 Actual update 22200 of 50000, Stored update 22200 of 50000 -2 * Loglike = 2030.426634 Actual update 22250 of 50000, Stored update 22250 of 50000 -2 * Loglike = 2017.338774 Actual update 22300 of 50000, Stored update 22300 of 50000 -2 * Loglike = 2026.225327 Actual update 22350 of 50000, Stored update 22350 of 50000 -2 * Loglike = 2032.999739 Actual update 22400 of 50000, Stored update 22400 of 50000 -2 * Loglike = 2027.274725 Actual update 22450 of 50000, Stored update 22450 of 50000 -2 * Loglike = 2042.091708 Actual update 22500 of 50000, Stored update 22500 of 50000 -2 * Loglike = 2029.087093 Actual update 22550 of 50000, Stored update 22550 of 50000 -2 * Loglike = 2031.389468 Actual update 22600 of 50000, Stored update 22600 of 50000 -2 * Loglike = 2037.259783 Actual update 22650 of 50000, Stored update 22650 of 50000 -2 * Loglike = 2028.311565 Actual update 22700 of 50000, Stored update 22700 of 50000 -2 * Loglike = 2011.120219 Actual update 22750 of 50000, Stored update 22750 of 50000 -2 * Loglike = 2006.624333 Actual update 22800 of 50000, Stored update 22800 of 50000 -2 * Loglike = 2032.717217 Actual update 22850 of 50000, Stored update 22850 of 50000 -2 * Loglike = 2034.860936 Actual update 22900 of 50000, Stored update 22900 of 50000 -2 * Loglike = 2010.145605 Actual update 22950 of 50000, Stored update 22950 of 50000 -2 * Loglike = 2041.335721 Actual update 23000 of 50000, Stored update 23000 of 50000 -2 * Loglike = 2033.721862 Actual update 23050 of 50000, Stored update 23050 of 50000 -2 * Loglike = 2007.924086 Actual update 23100 of 50000, Stored update 23100 of 50000 -2 * Loglike = 2031.178230 Actual update 23150 of 50000, Stored update 23150 of 50000 -2 * Loglike = 2035.986037 Actual update 23200 of 50000, Stored update 23200 of 50000 -2 * Loglike = 2023.425867 Actual update 23250 of 50000, Stored update 23250 of 50000 -2 * Loglike = 2026.766341 Actual update 23300 of 50000, Stored update 23300 of 50000 -2 * Loglike = 2022.702174 Actual update 23350 of 50000, Stored update 23350 of 50000 -2 * Loglike = 2033.455241 Actual update 23400 of 50000, Stored update 23400 of 50000 -2 * Loglike = 2038.972995 Actual update 23450 of 50000, Stored update 23450 of 50000 -2 * Loglike = 2028.737229 Actual update 23500 of 50000, Stored update 23500 of 50000 -2 * Loglike = 2056.970900 Actual update 23550 of 50000, Stored update 23550 of 50000 -2 * Loglike = 2037.698800 Actual update 23600 of 50000, Stored update 23600 of 50000 -2 * Loglike = 2006.586066 Actual update 23650 of 50000, Stored update 23650 of 50000 -2 * Loglike = 2039.779823 Actual update 23700 of 50000, Stored update 23700 of 50000 -2 * Loglike = 2035.220316 Actual update 23750 of 50000, Stored update 23750 of 50000 -2 * Loglike = 2039.029742 Actual update 23800 of 50000, Stored update 23800 of 50000 -2 * Loglike = 2031.338039 Actual update 23850 of 50000, Stored update 23850 of 50000 -2 * Loglike = 2010.655287 Actual update 23900 of 50000, Stored update 23900 of 50000 -2 * Loglike = 2031.250199 Actual update 23950 of 50000, Stored update 23950 of 50000 -2 * Loglike = 2044.761659 Actual update 24000 of 50000, Stored update 24000 of 50000 -2 * Loglike = 2010.177328 Actual update 24050 of 50000, Stored update 24050 of 50000 -2 * Loglike = 2009.167342 Actual update 24100 of 50000, Stored update 24100 of 50000 -2 * Loglike = 2006.477316 Actual update 24150 of 50000, Stored update 24150 of 50000 -2 * Loglike = 2028.834196 Actual update 24200 of 50000, Stored update 24200 of 50000 -2 * Loglike = 2038.415561 Actual update 24250 of 50000, Stored update 24250 of 50000 -2 * Loglike = 2026.868750 Actual update 24300 of 50000, Stored update 24300 of 50000 -2 * Loglike = 2030.373398 Actual update 24350 of 50000, Stored update 24350 of 50000 -2 * Loglike = 2020.469833 Actual update 24400 of 50000, Stored update 24400 of 50000 -2 * Loglike = 2028.931372 Actual update 24450 of 50000, Stored update 24450 of 50000 -2 * Loglike = 2027.387195 Actual update 24500 of 50000, Stored update 24500 of 50000 -2 * Loglike = 1997.997457 Actual update 24550 of 50000, Stored update 24550 of 50000 -2 * Loglike = 2012.576670 Actual update 24600 of 50000, Stored update 24600 of 50000 -2 * Loglike = 2015.407376 Actual update 24650 of 50000, Stored update 24650 of 50000 -2 * Loglike = 2022.148395 Actual update 24700 of 50000, Stored update 24700 of 50000 -2 * Loglike = 2029.645954 Actual update 24750 of 50000, Stored update 24750 of 50000 -2 * Loglike = 2012.589519 Actual update 24800 of 50000, Stored update 24800 of 50000 -2 * Loglike = 2017.788914 Actual update 24850 of 50000, Stored update 24850 of 50000 -2 * Loglike = 2014.552050 Actual update 24900 of 50000, Stored update 24900 of 50000 -2 * Loglike = 2014.496103 Actual update 24950 of 50000, Stored update 24950 of 50000 -2 * Loglike = 2053.842498 Actual update 25000 of 50000, Stored update 25000 of 50000 -2 * Loglike = 2017.746526 Actual update 25050 of 50000, Stored update 25050 of 50000 -2 * Loglike = 2027.131254 Actual update 25100 of 50000, Stored update 25100 of 50000 -2 * Loglike = 2007.530226 Actual update 25150 of 50000, Stored update 25150 of 50000 -2 * Loglike = 2020.985859 Actual update 25200 of 50000, Stored update 25200 of 50000 -2 * Loglike = 2037.434413 Actual update 25250 of 50000, Stored update 25250 of 50000 -2 * Loglike = 2021.828968 Actual update 25300 of 50000, Stored update 25300 of 50000 -2 * Loglike = 2024.432625 Actual update 25350 of 50000, Stored update 25350 of 50000 -2 * Loglike = 2011.464052 Actual update 25400 of 50000, Stored update 25400 of 50000 -2 * Loglike = 2029.001286 Actual update 25450 of 50000, Stored update 25450 of 50000 -2 * Loglike = 2014.083015 Actual update 25500 of 50000, Stored update 25500 of 50000 -2 * Loglike = 2017.060398 Actual update 25550 of 50000, Stored update 25550 of 50000 -2 * Loglike = 2015.180389 Actual update 25600 of 50000, Stored update 25600 of 50000 -2 * Loglike = 2030.404479 Actual update 25650 of 50000, Stored update 25650 of 50000 -2 * Loglike = 2019.403357 Actual update 25700 of 50000, Stored update 25700 of 50000 -2 * Loglike = 2016.143152 Actual update 25750 of 50000, Stored update 25750 of 50000 -2 * Loglike = 2040.803135 Actual update 25800 of 50000, Stored update 25800 of 50000 -2 * Loglike = 1995.560029 Actual update 25850 of 50000, Stored update 25850 of 50000 -2 * Loglike = 2022.801374 Actual update 25900 of 50000, Stored update 25900 of 50000 -2 * Loglike = 2011.541483 Actual update 25950 of 50000, Stored update 25950 of 50000 -2 * Loglike = 2007.333403 Actual update 26000 of 50000, Stored update 26000 of 50000 -2 * Loglike = 2037.775729 Actual update 26050 of 50000, Stored update 26050 of 50000 -2 * Loglike = 2012.828798 Actual update 26100 of 50000, Stored update 26100 of 50000 -2 * Loglike = 2011.568102 Actual update 26150 of 50000, Stored update 26150 of 50000 -2 * Loglike = 2016.438678 Actual update 26200 of 50000, Stored update 26200 of 50000 -2 * Loglike = 2018.889114 Actual update 26250 of 50000, Stored update 26250 of 50000 -2 * Loglike = 2051.295095 Actual update 26300 of 50000, Stored update 26300 of 50000 -2 * Loglike = 2042.216395 Actual update 26350 of 50000, Stored update 26350 of 50000 -2 * Loglike = 2034.709303 Actual update 26400 of 50000, Stored update 26400 of 50000 -2 * Loglike = 2026.828443 Actual update 26450 of 50000, Stored update 26450 of 50000 -2 * Loglike = 2005.053724 Actual update 26500 of 50000, Stored update 26500 of 50000 -2 * Loglike = 2029.913096 Actual update 26550 of 50000, Stored update 26550 of 50000 -2 * Loglike = 2037.498878 Actual update 26600 of 50000, Stored update 26600 of 50000 -2 * Loglike = 2041.117734 Actual update 26650 of 50000, Stored update 26650 of 50000 -2 * Loglike = 2035.652875 Actual update 26700 of 50000, Stored update 26700 of 50000 -2 * Loglike = 2026.250438 Actual update 26750 of 50000, Stored update 26750 of 50000 -2 * Loglike = 2037.537696 Actual update 26800 of 50000, Stored update 26800 of 50000 -2 * Loglike = 2014.681017 Actual update 26850 of 50000, Stored update 26850 of 50000 -2 * Loglike = 2022.628295 Actual update 26900 of 50000, Stored update 26900 of 50000 -2 * Loglike = 2030.449240 Actual update 26950 of 50000, Stored update 26950 of 50000 -2 * Loglike = 2003.919273 Actual update 27000 of 50000, Stored update 27000 of 50000 -2 * Loglike = 2044.699499 Actual update 27050 of 50000, Stored update 27050 of 50000 -2 * Loglike = 2032.853902 Actual update 27100 of 50000, Stored update 27100 of 50000 -2 * Loglike = 2001.156568 Actual update 27150 of 50000, Stored update 27150 of 50000 -2 * Loglike = 2013.521311 Actual update 27200 of 50000, Stored update 27200 of 50000 -2 * Loglike = 2028.888437 Actual update 27250 of 50000, Stored update 27250 of 50000 -2 * Loglike = 2035.680184 Actual update 27300 of 50000, Stored update 27300 of 50000 -2 * Loglike = 2022.355459 Actual update 27350 of 50000, Stored update 27350 of 50000 -2 * Loglike = 2027.836969 Actual update 27400 of 50000, Stored update 27400 of 50000 -2 * Loglike = 2019.036894 Actual update 27450 of 50000, Stored update 27450 of 50000 -2 * Loglike = 2011.432653 Actual update 27500 of 50000, Stored update 27500 of 50000 -2 * Loglike = 2032.483453 Actual update 27550 of 50000, Stored update 27550 of 50000 -2 * Loglike = 2016.529430 Actual update 27600 of 50000, Stored update 27600 of 50000 -2 * Loglike = 2022.482078 Actual update 27650 of 50000, Stored update 27650 of 50000 -2 * Loglike = 2026.129086 Actual update 27700 of 50000, Stored update 27700 of 50000 -2 * Loglike = 2043.618516 Actual update 27750 of 50000, Stored update 27750 of 50000 -2 * Loglike = 2046.431790 Actual update 27800 of 50000, Stored update 27800 of 50000 -2 * Loglike = 2023.279476 Actual update 27850 of 50000, Stored update 27850 of 50000 -2 * Loglike = 2021.049398 Actual update 27900 of 50000, Stored update 27900 of 50000 -2 * Loglike = 2032.495460 Actual update 27950 of 50000, Stored update 27950 of 50000 -2 * Loglike = 2009.507441 Actual update 28000 of 50000, Stored update 28000 of 50000 -2 * Loglike = 2028.545002 Actual update 28050 of 50000, Stored update 28050 of 50000 -2 * Loglike = 2027.042248 Actual update 28100 of 50000, Stored update 28100 of 50000 -2 * Loglike = 2022.950052 Actual update 28150 of 50000, Stored update 28150 of 50000 -2 * Loglike = 2037.836096 Actual update 28200 of 50000, Stored update 28200 of 50000 -2 * Loglike = 2025.548441 Actual update 28250 of 50000, Stored update 28250 of 50000 -2 * Loglike = 2020.994472 Actual update 28300 of 50000, Stored update 28300 of 50000 -2 * Loglike = 2018.366092 Actual update 28350 of 50000, Stored update 28350 of 50000 -2 * Loglike = 2006.236287 Actual update 28400 of 50000, Stored update 28400 of 50000 -2 * Loglike = 2034.998178 Actual update 28450 of 50000, Stored update 28450 of 50000 -2 * Loglike = 2029.041555 Actual update 28500 of 50000, Stored update 28500 of 50000 -2 * Loglike = 2027.650538 Actual update 28550 of 50000, Stored update 28550 of 50000 -2 * Loglike = 2016.112880 Actual update 28600 of 50000, Stored update 28600 of 50000 -2 * Loglike = 2032.616383 Actual update 28650 of 50000, Stored update 28650 of 50000 -2 * Loglike = 2024.453184 Actual update 28700 of 50000, Stored update 28700 of 50000 -2 * Loglike = 2034.957782 Actual update 28750 of 50000, Stored update 28750 of 50000 -2 * Loglike = 2036.580062 Actual update 28800 of 50000, Stored update 28800 of 50000 -2 * Loglike = 2010.787618 Actual update 28850 of 50000, Stored update 28850 of 50000 -2 * Loglike = 2024.868603 Actual update 28900 of 50000, Stored update 28900 of 50000 -2 * Loglike = 2019.982989 Actual update 28950 of 50000, Stored update 28950 of 50000 -2 * Loglike = 2008.624733 Actual update 29000 of 50000, Stored update 29000 of 50000 -2 * Loglike = 2043.153925 Actual update 29050 of 50000, Stored update 29050 of 50000 -2 * Loglike = 2011.262692 Actual update 29100 of 50000, Stored update 29100 of 50000 -2 * Loglike = 2019.908176 Actual update 29150 of 50000, Stored update 29150 of 50000 -2 * Loglike = 2050.449346 Actual update 29200 of 50000, Stored update 29200 of 50000 -2 * Loglike = 2018.853581 Actual update 29250 of 50000, Stored update 29250 of 50000 -2 * Loglike = 2009.398209 Actual update 29300 of 50000, Stored update 29300 of 50000 -2 * Loglike = 2027.434891 Actual update 29350 of 50000, Stored update 29350 of 50000 -2 * Loglike = 2048.527021 Actual update 29400 of 50000, Stored update 29400 of 50000 -2 * Loglike = 2046.887477 Actual update 29450 of 50000, Stored update 29450 of 50000 -2 * Loglike = 2017.253859 Actual update 29500 of 50000, Stored update 29500 of 50000 -2 * Loglike = 2017.793515 Actual update 29550 of 50000, Stored update 29550 of 50000 -2 * Loglike = 2014.760208 Actual update 29600 of 50000, Stored update 29600 of 50000 -2 * Loglike = 2008.941775 Actual update 29650 of 50000, Stored update 29650 of 50000 -2 * Loglike = 2026.064459 Actual update 29700 of 50000, Stored update 29700 of 50000 -2 * Loglike = 2028.757429 Actual update 29750 of 50000, Stored update 29750 of 50000 -2 * Loglike = 2016.786960 Actual update 29800 of 50000, Stored update 29800 of 50000 -2 * Loglike = 2026.709445 Actual update 29850 of 50000, Stored update 29850 of 50000 -2 * Loglike = 2014.768524 Actual update 29900 of 50000, Stored update 29900 of 50000 -2 * Loglike = 2028.142204 Actual update 29950 of 50000, Stored update 29950 of 50000 -2 * Loglike = 2030.283464 Actual update 30000 of 50000, Stored update 30000 of 50000 -2 * Loglike = 2032.194483 Actual update 30050 of 50000, Stored update 30050 of 50000 -2 * Loglike = 2017.918730 Actual update 30100 of 50000, Stored update 30100 of 50000 -2 * Loglike = 2042.175290 Actual update 30150 of 50000, Stored update 30150 of 50000 -2 * Loglike = 2028.349564 Actual update 30200 of 50000, Stored update 30200 of 50000 -2 * Loglike = 2020.786661 Actual update 30250 of 50000, Stored update 30250 of 50000 -2 * Loglike = 2016.220060 Actual update 30300 of 50000, Stored update 30300 of 50000 -2 * Loglike = 2029.235278 Actual update 30350 of 50000, Stored update 30350 of 50000 -2 * Loglike = 2042.781753 Actual update 30400 of 50000, Stored update 30400 of 50000 -2 * Loglike = 2004.466051 Actual update 30450 of 50000, Stored update 30450 of 50000 -2 * Loglike = 2030.091490 Actual update 30500 of 50000, Stored update 30500 of 50000 -2 * Loglike = 2023.676598 Actual update 30550 of 50000, Stored update 30550 of 50000 -2 * Loglike = 2031.295024 Actual update 30600 of 50000, Stored update 30600 of 50000 -2 * Loglike = 2051.209612 Actual update 30650 of 50000, Stored update 30650 of 50000 -2 * Loglike = 2018.363358 Actual update 30700 of 50000, Stored update 30700 of 50000 -2 * Loglike = 2040.178170 Actual update 30750 of 50000, Stored update 30750 of 50000 -2 * Loglike = 2023.430832 Actual update 30800 of 50000, Stored update 30800 of 50000 -2 * Loglike = 2062.362863 Actual update 30850 of 50000, Stored update 30850 of 50000 -2 * Loglike = 2008.926067 Actual update 30900 of 50000, Stored update 30900 of 50000 -2 * Loglike = 2047.373849 Actual update 30950 of 50000, Stored update 30950 of 50000 -2 * Loglike = 2024.218591 Actual update 31000 of 50000, Stored update 31000 of 50000 -2 * Loglike = 2041.403894 Actual update 31050 of 50000, Stored update 31050 of 50000 -2 * Loglike = 2013.498461 Actual update 31100 of 50000, Stored update 31100 of 50000 -2 * Loglike = 2034.086686 Actual update 31150 of 50000, Stored update 31150 of 50000 -2 * Loglike = 2037.040774 Actual update 31200 of 50000, Stored update 31200 of 50000 -2 * Loglike = 2039.017794 Actual update 31250 of 50000, Stored update 31250 of 50000 -2 * Loglike = 2022.033086 Actual update 31300 of 50000, Stored update 31300 of 50000 -2 * Loglike = 2023.890985 Actual update 31350 of 50000, Stored update 31350 of 50000 -2 * Loglike = 2038.074527 Actual update 31400 of 50000, Stored update 31400 of 50000 -2 * Loglike = 2055.846272 Actual update 31450 of 50000, Stored update 31450 of 50000 -2 * Loglike = 2049.909242 Actual update 31500 of 50000, Stored update 31500 of 50000 -2 * Loglike = 2037.843382 Actual update 31550 of 50000, Stored update 31550 of 50000 -2 * Loglike = 2025.004248 Actual update 31600 of 50000, Stored update 31600 of 50000 -2 * Loglike = 2039.784515 Actual update 31650 of 50000, Stored update 31650 of 50000 -2 * Loglike = 2021.700461 Actual update 31700 of 50000, Stored update 31700 of 50000 -2 * Loglike = 2028.708257 Actual update 31750 of 50000, Stored update 31750 of 50000 -2 * Loglike = 2025.145664 Actual update 31800 of 50000, Stored update 31800 of 50000 -2 * Loglike = 2035.367306 Actual update 31850 of 50000, Stored update 31850 of 50000 -2 * Loglike = 2057.000357 Actual update 31900 of 50000, Stored update 31900 of 50000 -2 * Loglike = 2039.975521 Actual update 31950 of 50000, Stored update 31950 of 50000 -2 * Loglike = 2014.971169 Actual update 32000 of 50000, Stored update 32000 of 50000 -2 * Loglike = 2023.669302 Actual update 32050 of 50000, Stored update 32050 of 50000 -2 * Loglike = 2032.286632 Actual update 32100 of 50000, Stored update 32100 of 50000 -2 * Loglike = 2007.696186 Actual update 32150 of 50000, Stored update 32150 of 50000 -2 * Loglike = 2027.601449 Actual update 32200 of 50000, Stored update 32200 of 50000 -2 * Loglike = 2015.975421 Actual update 32250 of 50000, Stored update 32250 of 50000 -2 * Loglike = 2024.578740 Actual update 32300 of 50000, Stored update 32300 of 50000 -2 * Loglike = 2012.560504 Actual update 32350 of 50000, Stored update 32350 of 50000 -2 * Loglike = 2015.170341 Actual update 32400 of 50000, Stored update 32400 of 50000 -2 * Loglike = 2039.410594 Actual update 32450 of 50000, Stored update 32450 of 50000 -2 * Loglike = 2020.130137 Actual update 32500 of 50000, Stored update 32500 of 50000 -2 * Loglike = 2017.568860 Actual update 32550 of 50000, Stored update 32550 of 50000 -2 * Loglike = 2035.389305 Actual update 32600 of 50000, Stored update 32600 of 50000 -2 * Loglike = 2034.454846 Actual update 32650 of 50000, Stored update 32650 of 50000 -2 * Loglike = 2037.796915 Actual update 32700 of 50000, Stored update 32700 of 50000 -2 * Loglike = 2019.849949 Actual update 32750 of 50000, Stored update 32750 of 50000 -2 * Loglike = 2045.665005 Actual update 32800 of 50000, Stored update 32800 of 50000 -2 * Loglike = 2030.341256 Actual update 32850 of 50000, Stored update 32850 of 50000 -2 * Loglike = 2024.716348 Actual update 32900 of 50000, Stored update 32900 of 50000 -2 * Loglike = 2038.284843 Actual update 32950 of 50000, Stored update 32950 of 50000 -2 * Loglike = 2038.926804 Actual update 33000 of 50000, Stored update 33000 of 50000 -2 * Loglike = 2023.885652 Actual update 33050 of 50000, Stored update 33050 of 50000 -2 * Loglike = 2034.856118 Actual update 33100 of 50000, Stored update 33100 of 50000 -2 * Loglike = 2027.038895 Actual update 33150 of 50000, Stored update 33150 of 50000 -2 * Loglike = 2038.759982 Actual update 33200 of 50000, Stored update 33200 of 50000 -2 * Loglike = 2060.119051 Actual update 33250 of 50000, Stored update 33250 of 50000 -2 * Loglike = 2027.418071 Actual update 33300 of 50000, Stored update 33300 of 50000 -2 * Loglike = 2016.920278 Actual update 33350 of 50000, Stored update 33350 of 50000 -2 * Loglike = 2042.606005 Actual update 33400 of 50000, Stored update 33400 of 50000 -2 * Loglike = 2035.198462 Actual update 33450 of 50000, Stored update 33450 of 50000 -2 * Loglike = 2016.588026 Actual update 33500 of 50000, Stored update 33500 of 50000 -2 * Loglike = 2043.880181 Actual update 33550 of 50000, Stored update 33550 of 50000 -2 * Loglike = 2023.131565 Actual update 33600 of 50000, Stored update 33600 of 50000 -2 * Loglike = 2034.682363 Actual update 33650 of 50000, Stored update 33650 of 50000 -2 * Loglike = 2014.306811 Actual update 33700 of 50000, Stored update 33700 of 50000 -2 * Loglike = 2039.820118 Actual update 33750 of 50000, Stored update 33750 of 50000 -2 * Loglike = 2026.511350 Actual update 33800 of 50000, Stored update 33800 of 50000 -2 * Loglike = 2019.445685 Actual update 33850 of 50000, Stored update 33850 of 50000 -2 * Loglike = 2037.200240 Actual update 33900 of 50000, Stored update 33900 of 50000 -2 * Loglike = 2038.469571 Actual update 33950 of 50000, Stored update 33950 of 50000 -2 * Loglike = 2035.122411 Actual update 34000 of 50000, Stored update 34000 of 50000 -2 * Loglike = 2026.220963 Actual update 34050 of 50000, Stored update 34050 of 50000 -2 * Loglike = 2057.501417 Actual update 34100 of 50000, Stored update 34100 of 50000 -2 * Loglike = 2043.067574 Actual update 34150 of 50000, Stored update 34150 of 50000 -2 * Loglike = 2040.873975 Actual update 34200 of 50000, Stored update 34200 of 50000 -2 * Loglike = 2046.645718 Actual update 34250 of 50000, Stored update 34250 of 50000 -2 * Loglike = 2019.963287 Actual update 34300 of 50000, Stored update 34300 of 50000 -2 * Loglike = 2034.925841 Actual update 34350 of 50000, Stored update 34350 of 50000 -2 * Loglike = 2033.784967 Actual update 34400 of 50000, Stored update 34400 of 50000 -2 * Loglike = 2048.794534 Actual update 34450 of 50000, Stored update 34450 of 50000 -2 * Loglike = 2028.418609 Actual update 34500 of 50000, Stored update 34500 of 50000 -2 * Loglike = 2020.533548 Actual update 34550 of 50000, Stored update 34550 of 50000 -2 * Loglike = 2039.484604 Actual update 34600 of 50000, Stored update 34600 of 50000 -2 * Loglike = 2031.221668 Actual update 34650 of 50000, Stored update 34650 of 50000 -2 * Loglike = 2037.559560 Actual update 34700 of 50000, Stored update 34700 of 50000 -2 * Loglike = 2048.373269 Actual update 34750 of 50000, Stored update 34750 of 50000 -2 * Loglike = 2051.399276 Actual update 34800 of 50000, Stored update 34800 of 50000 -2 * Loglike = 2026.065483 Actual update 34850 of 50000, Stored update 34850 of 50000 -2 * Loglike = 2040.468733 Actual update 34900 of 50000, Stored update 34900 of 50000 -2 * Loglike = 2016.490501 Actual update 34950 of 50000, Stored update 34950 of 50000 -2 * Loglike = 2026.450470 Actual update 35000 of 50000, Stored update 35000 of 50000 -2 * Loglike = 2039.849420 Actual update 35050 of 50000, Stored update 35050 of 50000 -2 * Loglike = 2039.430037 Actual update 35100 of 50000, Stored update 35100 of 50000 -2 * Loglike = 2030.646612 Actual update 35150 of 50000, Stored update 35150 of 50000 -2 * Loglike = 2026.763701 Actual update 35200 of 50000, Stored update 35200 of 50000 -2 * Loglike = 2023.012113 Actual update 35250 of 50000, Stored update 35250 of 50000 -2 * Loglike = 2017.804106 Actual update 35300 of 50000, Stored update 35300 of 50000 -2 * Loglike = 2034.571791 Actual update 35350 of 50000, Stored update 35350 of 50000 -2 * Loglike = 2049.994141 Actual update 35400 of 50000, Stored update 35400 of 50000 -2 * Loglike = 2035.246564 Actual update 35450 of 50000, Stored update 35450 of 50000 -2 * Loglike = 2023.099157 Actual update 35500 of 50000, Stored update 35500 of 50000 -2 * Loglike = 2011.823378 Actual update 35550 of 50000, Stored update 35550 of 50000 -2 * Loglike = 2020.238714 Actual update 35600 of 50000, Stored update 35600 of 50000 -2 * Loglike = 2030.730931 Actual update 35650 of 50000, Stored update 35650 of 50000 -2 * Loglike = 2031.066142 Actual update 35700 of 50000, Stored update 35700 of 50000 -2 * Loglike = 2045.234569 Actual update 35750 of 50000, Stored update 35750 of 50000 -2 * Loglike = 2031.089519 Actual update 35800 of 50000, Stored update 35800 of 50000 -2 * Loglike = 2042.390942 Actual update 35850 of 50000, Stored update 35850 of 50000 -2 * Loglike = 2053.212495 Actual update 35900 of 50000, Stored update 35900 of 50000 -2 * Loglike = 2015.600925 Actual update 35950 of 50000, Stored update 35950 of 50000 -2 * Loglike = 2040.715199 Actual update 36000 of 50000, Stored update 36000 of 50000 -2 * Loglike = 2021.415352 Actual update 36050 of 50000, Stored update 36050 of 50000 -2 * Loglike = 2015.188322 Actual update 36100 of 50000, Stored update 36100 of 50000 -2 * Loglike = 2023.708327 Actual update 36150 of 50000, Stored update 36150 of 50000 -2 * Loglike = 2022.238496 Actual update 36200 of 50000, Stored update 36200 of 50000 -2 * Loglike = 2027.480716 Actual update 36250 of 50000, Stored update 36250 of 50000 -2 * Loglike = 2035.810972 Actual update 36300 of 50000, Stored update 36300 of 50000 -2 * Loglike = 2043.161507 Actual update 36350 of 50000, Stored update 36350 of 50000 -2 * Loglike = 2019.856373 Actual update 36400 of 50000, Stored update 36400 of 50000 -2 * Loglike = 2028.720574 Actual update 36450 of 50000, Stored update 36450 of 50000 -2 * Loglike = 2024.902070 Actual update 36500 of 50000, Stored update 36500 of 50000 -2 * Loglike = 2031.373510 Actual update 36550 of 50000, Stored update 36550 of 50000 -2 * Loglike = 2028.282177 Actual update 36600 of 50000, Stored update 36600 of 50000 -2 * Loglike = 2040.738854 Actual update 36650 of 50000, Stored update 36650 of 50000 -2 * Loglike = 2043.553596 Actual update 36700 of 50000, Stored update 36700 of 50000 -2 * Loglike = 2036.800653 Actual update 36750 of 50000, Stored update 36750 of 50000 -2 * Loglike = 2046.372053 Actual update 36800 of 50000, Stored update 36800 of 50000 -2 * Loglike = 2029.801046 Actual update 36850 of 50000, Stored update 36850 of 50000 -2 * Loglike = 2020.300246 Actual update 36900 of 50000, Stored update 36900 of 50000 -2 * Loglike = 2009.992251 Actual update 36950 of 50000, Stored update 36950 of 50000 -2 * Loglike = 2012.872871 Actual update 37000 of 50000, Stored update 37000 of 50000 -2 * Loglike = 2030.182616 Actual update 37050 of 50000, Stored update 37050 of 50000 -2 * Loglike = 2014.489311 Actual update 37100 of 50000, Stored update 37100 of 50000 -2 * Loglike = 2007.939142 Actual update 37150 of 50000, Stored update 37150 of 50000 -2 * Loglike = 2043.124884 Actual update 37200 of 50000, Stored update 37200 of 50000 -2 * Loglike = 2029.724735 Actual update 37250 of 50000, Stored update 37250 of 50000 -2 * Loglike = 2054.090377 Actual update 37300 of 50000, Stored update 37300 of 50000 -2 * Loglike = 2016.227718 Actual update 37350 of 50000, Stored update 37350 of 50000 -2 * Loglike = 2027.430728 Actual update 37400 of 50000, Stored update 37400 of 50000 -2 * Loglike = 2030.589623 Actual update 37450 of 50000, Stored update 37450 of 50000 -2 * Loglike = 2030.812123 Actual update 37500 of 50000, Stored update 37500 of 50000 -2 * Loglike = 2030.423476 Actual update 37550 of 50000, Stored update 37550 of 50000 -2 * Loglike = 2042.337103 Actual update 37600 of 50000, Stored update 37600 of 50000 -2 * Loglike = 2028.059498 Actual update 37650 of 50000, Stored update 37650 of 50000 -2 * Loglike = 2020.345683 Actual update 37700 of 50000, Stored update 37700 of 50000 -2 * Loglike = 2023.323461 Actual update 37750 of 50000, Stored update 37750 of 50000 -2 * Loglike = 2029.532417 Actual update 37800 of 50000, Stored update 37800 of 50000 -2 * Loglike = 2050.603698 Actual update 37850 of 50000, Stored update 37850 of 50000 -2 * Loglike = 2026.302857 Actual update 37900 of 50000, Stored update 37900 of 50000 -2 * Loglike = 2020.808247 Actual update 37950 of 50000, Stored update 37950 of 50000 -2 * Loglike = 2053.610410 Actual update 38000 of 50000, Stored update 38000 of 50000 -2 * Loglike = 2016.371359 Actual update 38050 of 50000, Stored update 38050 of 50000 -2 * Loglike = 2042.492574 Actual update 38100 of 50000, Stored update 38100 of 50000 -2 * Loglike = 2025.136641 Actual update 38150 of 50000, Stored update 38150 of 50000 -2 * Loglike = 2025.342050 Actual update 38200 of 50000, Stored update 38200 of 50000 -2 * Loglike = 2015.227395 Actual update 38250 of 50000, Stored update 38250 of 50000 -2 * Loglike = 2031.947951 Actual update 38300 of 50000, Stored update 38300 of 50000 -2 * Loglike = 2021.404031 Actual update 38350 of 50000, Stored update 38350 of 50000 -2 * Loglike = 2027.329632 Actual update 38400 of 50000, Stored update 38400 of 50000 -2 * Loglike = 2048.456045 Actual update 38450 of 50000, Stored update 38450 of 50000 -2 * Loglike = 2022.367932 Actual update 38500 of 50000, Stored update 38500 of 50000 -2 * Loglike = 2022.884912 Actual update 38550 of 50000, Stored update 38550 of 50000 -2 * Loglike = 2021.773494 Actual update 38600 of 50000, Stored update 38600 of 50000 -2 * Loglike = 2025.012775 Actual update 38650 of 50000, Stored update 38650 of 50000 -2 * Loglike = 2028.998145 Actual update 38700 of 50000, Stored update 38700 of 50000 -2 * Loglike = 2040.361386 Actual update 38750 of 50000, Stored update 38750 of 50000 -2 * Loglike = 2018.123411 Actual update 38800 of 50000, Stored update 38800 of 50000 -2 * Loglike = 2029.752596 Actual update 38850 of 50000, Stored update 38850 of 50000 -2 * Loglike = 2002.295624 Actual update 38900 of 50000, Stored update 38900 of 50000 -2 * Loglike = 2027.815507 Actual update 38950 of 50000, Stored update 38950 of 50000 -2 * Loglike = 2013.457697 Actual update 39000 of 50000, Stored update 39000 of 50000 -2 * Loglike = 2026.048711 Actual update 39050 of 50000, Stored update 39050 of 50000 -2 * Loglike = 2048.408290 Actual update 39100 of 50000, Stored update 39100 of 50000 -2 * Loglike = 2012.337389 Actual update 39150 of 50000, Stored update 39150 of 50000 -2 * Loglike = 2012.367751 Actual update 39200 of 50000, Stored update 39200 of 50000 -2 * Loglike = 2047.711908 Actual update 39250 of 50000, Stored update 39250 of 50000 -2 * Loglike = 2017.370854 Actual update 39300 of 50000, Stored update 39300 of 50000 -2 * Loglike = 2027.967386 Actual update 39350 of 50000, Stored update 39350 of 50000 -2 * Loglike = 2029.529225 Actual update 39400 of 50000, Stored update 39400 of 50000 -2 * Loglike = 2025.982271 Actual update 39450 of 50000, Stored update 39450 of 50000 -2 * Loglike = 2010.681137 Actual update 39500 of 50000, Stored update 39500 of 50000 -2 * Loglike = 2019.522879 Actual update 39550 of 50000, Stored update 39550 of 50000 -2 * Loglike = 2010.886249 Actual update 39600 of 50000, Stored update 39600 of 50000 -2 * Loglike = 2013.546985 Actual update 39650 of 50000, Stored update 39650 of 50000 -2 * Loglike = 2029.190470 Actual update 39700 of 50000, Stored update 39700 of 50000 -2 * Loglike = 2033.978074 Actual update 39750 of 50000, Stored update 39750 of 50000 -2 * Loglike = 2015.214291 Actual update 39800 of 50000, Stored update 39800 of 50000 -2 * Loglike = 2000.867439 Actual update 39850 of 50000, Stored update 39850 of 50000 -2 * Loglike = 2025.082964 Actual update 39900 of 50000, Stored update 39900 of 50000 -2 * Loglike = 2035.311203 Actual update 39950 of 50000, Stored update 39950 of 50000 -2 * Loglike = 2029.418893 Actual update 40000 of 50000, Stored update 40000 of 50000 -2 * Loglike = 2026.832154 Actual update 40050 of 50000, Stored update 40050 of 50000 -2 * Loglike = 2034.323240 Actual update 40100 of 50000, Stored update 40100 of 50000 -2 * Loglike = 2015.174285 Actual update 40150 of 50000, Stored update 40150 of 50000 -2 * Loglike = 2017.339985 Actual update 40200 of 50000, Stored update 40200 of 50000 -2 * Loglike = 2026.584889 Actual update 40250 of 50000, Stored update 40250 of 50000 -2 * Loglike = 2006.362504 Actual update 40300 of 50000, Stored update 40300 of 50000 -2 * Loglike = 2038.767944 Actual update 40350 of 50000, Stored update 40350 of 50000 -2 * Loglike = 2016.672946 Actual update 40400 of 50000, Stored update 40400 of 50000 -2 * Loglike = 2016.319449 Actual update 40450 of 50000, Stored update 40450 of 50000 -2 * Loglike = 2045.438496 Actual update 40500 of 50000, Stored update 40500 of 50000 -2 * Loglike = 2028.872859 Actual update 40550 of 50000, Stored update 40550 of 50000 -2 * Loglike = 2016.648475 Actual update 40600 of 50000, Stored update 40600 of 50000 -2 * Loglike = 2021.587819 Actual update 40650 of 50000, Stored update 40650 of 50000 -2 * Loglike = 2028.817494 Actual update 40700 of 50000, Stored update 40700 of 50000 -2 * Loglike = 2023.720765 Actual update 40750 of 50000, Stored update 40750 of 50000 -2 * Loglike = 1997.684854 Actual update 40800 of 50000, Stored update 40800 of 50000 -2 * Loglike = 2030.070820 Actual update 40850 of 50000, Stored update 40850 of 50000 -2 * Loglike = 2031.321605 Actual update 40900 of 50000, Stored update 40900 of 50000 -2 * Loglike = 2022.978520 Actual update 40950 of 50000, Stored update 40950 of 50000 -2 * Loglike = 2007.970463 Actual update 41000 of 50000, Stored update 41000 of 50000 -2 * Loglike = 2020.283633 Actual update 41050 of 50000, Stored update 41050 of 50000 -2 * Loglike = 2018.418154 Actual update 41100 of 50000, Stored update 41100 of 50000 -2 * Loglike = 2015.172451 Actual update 41150 of 50000, Stored update 41150 of 50000 -2 * Loglike = 2003.661815 Actual update 41200 of 50000, Stored update 41200 of 50000 -2 * Loglike = 2032.941819 Actual update 41250 of 50000, Stored update 41250 of 50000 -2 * Loglike = 2017.200378 Actual update 41300 of 50000, Stored update 41300 of 50000 -2 * Loglike = 2032.607880 Actual update 41350 of 50000, Stored update 41350 of 50000 -2 * Loglike = 2023.579228 Actual update 41400 of 50000, Stored update 41400 of 50000 -2 * Loglike = 2027.882691 Actual update 41450 of 50000, Stored update 41450 of 50000 -2 * Loglike = 2025.940418 Actual update 41500 of 50000, Stored update 41500 of 50000 -2 * Loglike = 2023.331596 Actual update 41550 of 50000, Stored update 41550 of 50000 -2 * Loglike = 2061.051557 Actual update 41600 of 50000, Stored update 41600 of 50000 -2 * Loglike = 2039.919663 Actual update 41650 of 50000, Stored update 41650 of 50000 -2 * Loglike = 2041.485450 Actual update 41700 of 50000, Stored update 41700 of 50000 -2 * Loglike = 2019.717558 Actual update 41750 of 50000, Stored update 41750 of 50000 -2 * Loglike = 2025.405688 Actual update 41800 of 50000, Stored update 41800 of 50000 -2 * Loglike = 2027.311835 Actual update 41850 of 50000, Stored update 41850 of 50000 -2 * Loglike = 2019.981524 Actual update 41900 of 50000, Stored update 41900 of 50000 -2 * Loglike = 2033.098250 Actual update 41950 of 50000, Stored update 41950 of 50000 -2 * Loglike = 2027.132340 Actual update 42000 of 50000, Stored update 42000 of 50000 -2 * Loglike = 2026.386480 Actual update 42050 of 50000, Stored update 42050 of 50000 -2 * Loglike = 2020.350539 Actual update 42100 of 50000, Stored update 42100 of 50000 -2 * Loglike = 2004.885458 Actual update 42150 of 50000, Stored update 42150 of 50000 -2 * Loglike = 2039.151395 Actual update 42200 of 50000, Stored update 42200 of 50000 -2 * Loglike = 2024.904533 Actual update 42250 of 50000, Stored update 42250 of 50000 -2 * Loglike = 2012.203827 Actual update 42300 of 50000, Stored update 42300 of 50000 -2 * Loglike = 2016.045416 Actual update 42350 of 50000, Stored update 42350 of 50000 -2 * Loglike = 2030.657964 Actual update 42400 of 50000, Stored update 42400 of 50000 -2 * Loglike = 2016.000470 Actual update 42450 of 50000, Stored update 42450 of 50000 -2 * Loglike = 2017.487168 Actual update 42500 of 50000, Stored update 42500 of 50000 -2 * Loglike = 2028.194538 Actual update 42550 of 50000, Stored update 42550 of 50000 -2 * Loglike = 2045.841508 Actual update 42600 of 50000, Stored update 42600 of 50000 -2 * Loglike = 2019.139895 Actual update 42650 of 50000, Stored update 42650 of 50000 -2 * Loglike = 2062.693729 Actual update 42700 of 50000, Stored update 42700 of 50000 -2 * Loglike = 2038.515990 Actual update 42750 of 50000, Stored update 42750 of 50000 -2 * Loglike = 2040.046181 Actual update 42800 of 50000, Stored update 42800 of 50000 -2 * Loglike = 2014.690734 Actual update 42850 of 50000, Stored update 42850 of 50000 -2 * Loglike = 2002.855152 Actual update 42900 of 50000, Stored update 42900 of 50000 -2 * Loglike = 2005.957931 Actual update 42950 of 50000, Stored update 42950 of 50000 -2 * Loglike = 2014.849299 Actual update 43000 of 50000, Stored update 43000 of 50000 -2 * Loglike = 2061.726023 Actual update 43050 of 50000, Stored update 43050 of 50000 -2 * Loglike = 2025.188168 Actual update 43100 of 50000, Stored update 43100 of 50000 -2 * Loglike = 2028.915901 Actual update 43150 of 50000, Stored update 43150 of 50000 -2 * Loglike = 1994.833899 Actual update 43200 of 50000, Stored update 43200 of 50000 -2 * Loglike = 2008.552650 Actual update 43250 of 50000, Stored update 43250 of 50000 -2 * Loglike = 2036.120614 Actual update 43300 of 50000, Stored update 43300 of 50000 -2 * Loglike = 2026.801355 Actual update 43350 of 50000, Stored update 43350 of 50000 -2 * Loglike = 2004.645859 Actual update 43400 of 50000, Stored update 43400 of 50000 -2 * Loglike = 2032.678524 Actual update 43450 of 50000, Stored update 43450 of 50000 -2 * Loglike = 2022.667681 Actual update 43500 of 50000, Stored update 43500 of 50000 -2 * Loglike = 2018.287727 Actual update 43550 of 50000, Stored update 43550 of 50000 -2 * Loglike = 2033.613209 Actual update 43600 of 50000, Stored update 43600 of 50000 -2 * Loglike = 2011.463539 Actual update 43650 of 50000, Stored update 43650 of 50000 -2 * Loglike = 2009.943490 Actual update 43700 of 50000, Stored update 43700 of 50000 -2 * Loglike = 2028.520205 Actual update 43750 of 50000, Stored update 43750 of 50000 -2 * Loglike = 2017.120512 Actual update 43800 of 50000, Stored update 43800 of 50000 -2 * Loglike = 2022.604231 Actual update 43850 of 50000, Stored update 43850 of 50000 -2 * Loglike = 2026.888869 Actual update 43900 of 50000, Stored update 43900 of 50000 -2 * Loglike = 2023.828985 Actual update 43950 of 50000, Stored update 43950 of 50000 -2 * Loglike = 2025.426059 Actual update 44000 of 50000, Stored update 44000 of 50000 -2 * Loglike = 2018.047078 Actual update 44050 of 50000, Stored update 44050 of 50000 -2 * Loglike = 2052.145881 Actual update 44100 of 50000, Stored update 44100 of 50000 -2 * Loglike = 2009.227148 Actual update 44150 of 50000, Stored update 44150 of 50000 -2 * Loglike = 2012.997250 Actual update 44200 of 50000, Stored update 44200 of 50000 -2 * Loglike = 2018.026111 Actual update 44250 of 50000, Stored update 44250 of 50000 -2 * Loglike = 2016.689387 Actual update 44300 of 50000, Stored update 44300 of 50000 -2 * Loglike = 2029.770960 Actual update 44350 of 50000, Stored update 44350 of 50000 -2 * Loglike = 2007.925159 Actual update 44400 of 50000, Stored update 44400 of 50000 -2 * Loglike = 2022.871879 Actual update 44450 of 50000, Stored update 44450 of 50000 -2 * Loglike = 2019.248881 Actual update 44500 of 50000, Stored update 44500 of 50000 -2 * Loglike = 2021.242875 Actual update 44550 of 50000, Stored update 44550 of 50000 -2 * Loglike = 2025.002607 Actual update 44600 of 50000, Stored update 44600 of 50000 -2 * Loglike = 2034.154279 Actual update 44650 of 50000, Stored update 44650 of 50000 -2 * Loglike = 2010.997882 Actual update 44700 of 50000, Stored update 44700 of 50000 -2 * Loglike = 2040.247878 Actual update 44750 of 50000, Stored update 44750 of 50000 -2 * Loglike = 2041.309314 Actual update 44800 of 50000, Stored update 44800 of 50000 -2 * Loglike = 2019.018026 Actual update 44850 of 50000, Stored update 44850 of 50000 -2 * Loglike = 2010.640745 Actual update 44900 of 50000, Stored update 44900 of 50000 -2 * Loglike = 2019.244967 Actual update 44950 of 50000, Stored update 44950 of 50000 -2 * Loglike = 2033.025872 Actual update 45000 of 50000, Stored update 45000 of 50000 -2 * Loglike = 2032.691866 Actual update 45050 of 50000, Stored update 45050 of 50000 -2 * Loglike = 2019.472317 Actual update 45100 of 50000, Stored update 45100 of 50000 -2 * Loglike = 2003.035153 Actual update 45150 of 50000, Stored update 45150 of 50000 -2 * Loglike = 2021.815588 Actual update 45200 of 50000, Stored update 45200 of 50000 -2 * Loglike = 2024.181519 Actual update 45250 of 50000, Stored update 45250 of 50000 -2 * Loglike = 2027.449541 Actual update 45300 of 50000, Stored update 45300 of 50000 -2 * Loglike = 2049.044918 Actual update 45350 of 50000, Stored update 45350 of 50000 -2 * Loglike = 2024.391236 Actual update 45400 of 50000, Stored update 45400 of 50000 -2 * Loglike = 2039.532420 Actual update 45450 of 50000, Stored update 45450 of 50000 -2 * Loglike = 2028.233534 Actual update 45500 of 50000, Stored update 45500 of 50000 -2 * Loglike = 2003.383479 Actual update 45550 of 50000, Stored update 45550 of 50000 -2 * Loglike = 2009.305763 Actual update 45600 of 50000, Stored update 45600 of 50000 -2 * Loglike = 2015.593606 Actual update 45650 of 50000, Stored update 45650 of 50000 -2 * Loglike = 2015.578949 Actual update 45700 of 50000, Stored update 45700 of 50000 -2 * Loglike = 2013.903378 Actual update 45750 of 50000, Stored update 45750 of 50000 -2 * Loglike = 1999.167445 Actual update 45800 of 50000, Stored update 45800 of 50000 -2 * Loglike = 2018.085792 Actual update 45850 of 50000, Stored update 45850 of 50000 -2 * Loglike = 2032.996353 Actual update 45900 of 50000, Stored update 45900 of 50000 -2 * Loglike = 2018.889199 Actual update 45950 of 50000, Stored update 45950 of 50000 -2 * Loglike = 2010.868253 Actual update 46000 of 50000, Stored update 46000 of 50000 -2 * Loglike = 2012.668234 Actual update 46050 of 50000, Stored update 46050 of 50000 -2 * Loglike = 2054.441654 Actual update 46100 of 50000, Stored update 46100 of 50000 -2 * Loglike = 2015.278323 Actual update 46150 of 50000, Stored update 46150 of 50000 -2 * Loglike = 2029.100658 Actual update 46200 of 50000, Stored update 46200 of 50000 -2 * Loglike = 2035.587019 Actual update 46250 of 50000, Stored update 46250 of 50000 -2 * Loglike = 2034.829808 Actual update 46300 of 50000, Stored update 46300 of 50000 -2 * Loglike = 2023.516209 Actual update 46350 of 50000, Stored update 46350 of 50000 -2 * Loglike = 2013.820284 Actual update 46400 of 50000, Stored update 46400 of 50000 -2 * Loglike = 2037.039745 Actual update 46450 of 50000, Stored update 46450 of 50000 -2 * Loglike = 2013.264782 Actual update 46500 of 50000, Stored update 46500 of 50000 -2 * Loglike = 2019.993107 Actual update 46550 of 50000, Stored update 46550 of 50000 -2 * Loglike = 2038.643004 Actual update 46600 of 50000, Stored update 46600 of 50000 -2 * Loglike = 2043.721930 Actual update 46650 of 50000, Stored update 46650 of 50000 -2 * Loglike = 2033.004717 Actual update 46700 of 50000, Stored update 46700 of 50000 -2 * Loglike = 2029.523914 Actual update 46750 of 50000, Stored update 46750 of 50000 -2 * Loglike = 2018.970445 Actual update 46800 of 50000, Stored update 46800 of 50000 -2 * Loglike = 2011.405109 Actual update 46850 of 50000, Stored update 46850 of 50000 -2 * Loglike = 2022.455452 Actual update 46900 of 50000, Stored update 46900 of 50000 -2 * Loglike = 2030.650737 Actual update 46950 of 50000, Stored update 46950 of 50000 -2 * Loglike = 2030.135788 Actual update 47000 of 50000, Stored update 47000 of 50000 -2 * Loglike = 2016.561192 Actual update 47050 of 50000, Stored update 47050 of 50000 -2 * Loglike = 2036.511255 Actual update 47100 of 50000, Stored update 47100 of 50000 -2 * Loglike = 2015.677469 Actual update 47150 of 50000, Stored update 47150 of 50000 -2 * Loglike = 2038.481167 Actual update 47200 of 50000, Stored update 47200 of 50000 -2 * Loglike = 2031.682388 Actual update 47250 of 50000, Stored update 47250 of 50000 -2 * Loglike = 2033.438379 Actual update 47300 of 50000, Stored update 47300 of 50000 -2 * Loglike = 2027.576773 Actual update 47350 of 50000, Stored update 47350 of 50000 -2 * Loglike = 2039.040627 Actual update 47400 of 50000, Stored update 47400 of 50000 -2 * Loglike = 2016.118546 Actual update 47450 of 50000, Stored update 47450 of 50000 -2 * Loglike = 2028.526638 Actual update 47500 of 50000, Stored update 47500 of 50000 -2 * Loglike = 2030.108911 Actual update 47550 of 50000, Stored update 47550 of 50000 -2 * Loglike = 2046.343611 Actual update 47600 of 50000, Stored update 47600 of 50000 -2 * Loglike = 2005.167074 Actual update 47650 of 50000, Stored update 47650 of 50000 -2 * Loglike = 2024.673342 Actual update 47700 of 50000, Stored update 47700 of 50000 -2 * Loglike = 2029.470911 Actual update 47750 of 50000, Stored update 47750 of 50000 -2 * Loglike = 2022.057577 Actual update 47800 of 50000, Stored update 47800 of 50000 -2 * Loglike = 2028.935886 Actual update 47850 of 50000, Stored update 47850 of 50000 -2 * Loglike = 2004.984999 Actual update 47900 of 50000, Stored update 47900 of 50000 -2 * Loglike = 2023.874991 Actual update 47950 of 50000, Stored update 47950 of 50000 -2 * Loglike = 2032.731281 Actual update 48000 of 50000, Stored update 48000 of 50000 -2 * Loglike = 2036.389971 Actual update 48050 of 50000, Stored update 48050 of 50000 -2 * Loglike = 2001.583846 Actual update 48100 of 50000, Stored update 48100 of 50000 -2 * Loglike = 2006.484891 Actual update 48150 of 50000, Stored update 48150 of 50000 -2 * Loglike = 2036.081591 Actual update 48200 of 50000, Stored update 48200 of 50000 -2 * Loglike = 2016.285693 Actual update 48250 of 50000, Stored update 48250 of 50000 -2 * Loglike = 2016.723061 Actual update 48300 of 50000, Stored update 48300 of 50000 -2 * Loglike = 2012.786729 Actual update 48350 of 50000, Stored update 48350 of 50000 -2 * Loglike = 2022.452288 Actual update 48400 of 50000, Stored update 48400 of 50000 -2 * Loglike = 2045.347576 Actual update 48450 of 50000, Stored update 48450 of 50000 -2 * Loglike = 2012.339423 Actual update 48500 of 50000, Stored update 48500 of 50000 -2 * Loglike = 2041.732430 Actual update 48550 of 50000, Stored update 48550 of 50000 -2 * Loglike = 2035.773686 Actual update 48600 of 50000, Stored update 48600 of 50000 -2 * Loglike = 2027.142813 Actual update 48650 of 50000, Stored update 48650 of 50000 -2 * Loglike = 2017.383473 Actual update 48700 of 50000, Stored update 48700 of 50000 -2 * Loglike = 2003.519928 Actual update 48750 of 50000, Stored update 48750 of 50000 -2 * Loglike = 2069.709251 Actual update 48800 of 50000, Stored update 48800 of 50000 -2 * Loglike = 2038.515609 Actual update 48850 of 50000, Stored update 48850 of 50000 -2 * Loglike = 2021.457432 Actual update 48900 of 50000, Stored update 48900 of 50000 -2 * Loglike = 2061.322024 Actual update 48950 of 50000, Stored update 48950 of 50000 -2 * Loglike = 2032.257988 Actual update 49000 of 50000, Stored update 49000 of 50000 -2 * Loglike = 2013.673744 Actual update 49050 of 50000, Stored update 49050 of 50000 -2 * Loglike = 2020.392787 Actual update 49100 of 50000, Stored update 49100 of 50000 -2 * Loglike = 2014.379449 Actual update 49150 of 50000, Stored update 49150 of 50000 -2 * Loglike = 2012.921906 Actual update 49200 of 50000, Stored update 49200 of 50000 -2 * Loglike = 2003.362818 Actual update 49250 of 50000, Stored update 49250 of 50000 -2 * Loglike = 2036.493135 Actual update 49300 of 50000, Stored update 49300 of 50000 -2 * Loglike = 2019.500408 Actual update 49350 of 50000, Stored update 49350 of 50000 -2 * Loglike = 2048.998273 Actual update 49400 of 50000, Stored update 49400 of 50000 -2 * Loglike = 2011.152681 Actual update 49450 of 50000, Stored update 49450 of 50000 -2 * Loglike = 2050.261967 Actual update 49500 of 50000, Stored update 49500 of 50000 -2 * Loglike = 2012.165020 Actual update 49550 of 50000, Stored update 49550 of 50000 -2 * Loglike = 2035.683384 Actual update 49600 of 50000, Stored update 49600 of 50000 -2 * Loglike = 2005.885086 Actual update 49650 of 50000, Stored update 49650 of 50000 -2 * Loglike = 2040.044727 Actual update 49700 of 50000, Stored update 49700 of 50000 -2 * Loglike = 2024.220427 Actual update 49750 of 50000, Stored update 49750 of 50000 -2 * Loglike = 2018.337002 Actual update 49800 of 50000, Stored update 49800 of 50000 -2 * Loglike = 2034.325109 Actual update 49850 of 50000, Stored update 49850 of 50000 -2 * Loglike = 2020.023941 Actual update 49900 of 50000, Stored update 49900 of 50000 -2 * Loglike = 2030.532625 Actual update 49950 of 50000, Stored update 49950 of 50000 -2 * Loglike = 2027.213931 Actual update 50000 of 50000, Stored update 50000 of 50000 -2 * Loglike = 2056.178662 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 50000 Average = 2027.0 S.D. = 12.384 S.E.M. = 0.055385 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.09) 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 : 6.54s 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 2026.962 1964.438 62.524 2089.487 --------------------------------------------------------------------------------------------------- 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 0.73557 0.60946 1.21 0.2275 -0.47109 1.98334 29 nationW_Germany 0.50291 0.11941 4.21 2.534e-05 *** 0.27283 0.74000 268 nationDenmark 0.60846 0.81368 0.75 0.4546 -0.72448 2.41924 12 nationFrance -0.59486 0.05555 -10.71 9.354e-27 *** -0.70475 -0.48580 5427 nationUK 0.64933 0.22571 2.88 0.004017 ** 0.17178 1.08933 61 nationItaly 0.27855 0.11213 2.48 0.01298 * 0.05696 0.49803 373 nationIreland -0.21999 1.10435 -0.20 0.8421 -2.35107 1.91035 36 nationLuxembourg 7.66678 10.71260 0.72 0.4742 -5.36598 32.43445 3 nationNetherlands -1.00226 1.03500 -0.97 0.3329 -2.86860 1.19468 10 nationBelgium:uvbi 0.27603 0.20432 1.35 0.1767 -0.12999 0.69514 30 nationW_Germany:uvbi -0.00610 0.03170 -0.19 0.8474 -0.06720 0.05584 192 nationDenmark:uvbi -0.03089 0.14340 -0.22 0.8295 -0.26190 0.29229 11 nationFrance:uvbi 0.01395 0.01813 0.77 0.4415 -0.02135 0.05045 1477 nationUK:uvbi 0.14951 0.04675 3.20 0.001384 ** 0.04772 0.23954 56 nationItaly:uvbi -0.08678 0.01705 -5.09 3.576e-07 *** -0.12021 -0.05267 299 nationIreland:uvbi 0.06317 0.22310 0.28 0.7771 -0.36282 0.49835 37 nationLuxembourg:uvbi 3.34223 4.67218 0.72 0.4744 -2.33656 14.15877 3 nationNetherlands:uvbi -0.27079 0.24853 -1.09 0.2759 -0.72133 0.25630 9 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 0.03795 0.00945 0.02280 0.05960 2739 --------------------------------------------------------------------------------------------------- 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 RUNNING ADAPTIVE PROCEDURE AND BURNING IN... Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 2014.716526 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 2031.587025 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 2040.803994 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 2016.295962 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 2017.165195 Adapting for 600 iterations (Maximum 5000) -2 * Loglike = 2028.427412 Adapting for 700 iterations (Maximum 5000) -2 * Loglike = 2018.677212 Adapting for 800 iterations (Maximum 5000) -2 * Loglike = 2041.926055 Adapting for 900 iterations (Maximum 5000) -2 * Loglike = 2028.878376 Adapting finished and took 1000 iterations Adapting took 1000 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 2015.480916 Burning in for 100 iterations out of 500 -2 * Loglike = 2013.469903 Burning in for 150 iterations out of 500 -2 * Loglike = 2021.200783 Burning in for 200 iterations out of 500 -2 * Loglike = 2021.797400 Burning in for 250 iterations out of 500 -2 * Loglike = 2014.305854 Burning in for 300 iterations out of 500 -2 * Loglike = 2027.231145 Burning in for 350 iterations out of 500 -2 * Loglike = 2030.152523 Burning in for 400 iterations out of 500 -2 * Loglike = 2022.482766 Burning in for 450 iterations out of 500 -2 * Loglike = 2014.737060 Burning in for 500 iterations out of 500 -2 * Loglike = 2017.129376 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 = 2030.613481 Actual update 100 of 50000, Stored update 100 of 50000 -2 * Loglike = 2020.163117 Actual update 150 of 50000, Stored update 150 of 50000 -2 * Loglike = 2016.525956 Actual update 200 of 50000, Stored update 200 of 50000 -2 * Loglike = 2033.392327 Actual update 250 of 50000, Stored update 250 of 50000 -2 * Loglike = 2026.303102 Actual update 300 of 50000, Stored update 300 of 50000 -2 * Loglike = 2028.509737 Actual update 350 of 50000, Stored update 350 of 50000 -2 * Loglike = 2034.155479 Actual update 400 of 50000, Stored update 400 of 50000 -2 * Loglike = 2020.565292 Actual update 450 of 50000, Stored update 450 of 50000 -2 * Loglike = 2029.314598 Actual update 500 of 50000, Stored update 500 of 50000 -2 * Loglike = 2039.878230 Actual update 550 of 50000, Stored update 550 of 50000 -2 * Loglike = 2027.343442 Actual update 600 of 50000, Stored update 600 of 50000 -2 * Loglike = 2026.719418 Actual update 650 of 50000, Stored update 650 of 50000 -2 * Loglike = 2029.809371 Actual update 700 of 50000, Stored update 700 of 50000 -2 * Loglike = 2031.215337 Actual update 750 of 50000, Stored update 750 of 50000 -2 * Loglike = 2035.171458 Actual update 800 of 50000, Stored update 800 of 50000 -2 * Loglike = 2018.303416 Actual update 850 of 50000, Stored update 850 of 50000 -2 * Loglike = 2022.192118 Actual update 900 of 50000, Stored update 900 of 50000 -2 * Loglike = 2026.732050 Actual update 950 of 50000, Stored update 950 of 50000 -2 * Loglike = 2023.099413 Actual update 1000 of 50000, Stored update 1000 of 50000 -2 * Loglike = 2028.213152 Actual update 1050 of 50000, Stored update 1050 of 50000 -2 * Loglike = 2021.519927 Actual update 1100 of 50000, Stored update 1100 of 50000 -2 * Loglike = 2031.175031 Actual update 1150 of 50000, Stored update 1150 of 50000 -2 * Loglike = 2019.758682 Actual update 1200 of 50000, Stored update 1200 of 50000 -2 * Loglike = 2042.381629 Actual update 1250 of 50000, Stored update 1250 of 50000 -2 * Loglike = 2031.109828 Actual update 1300 of 50000, Stored update 1300 of 50000 -2 * Loglike = 2003.078684 Actual update 1350 of 50000, Stored update 1350 of 50000 -2 * Loglike = 2020.974504 Actual update 1400 of 50000, Stored update 1400 of 50000 -2 * Loglike = 2027.090860 Actual update 1450 of 50000, Stored update 1450 of 50000 -2 * Loglike = 2039.027941 Actual update 1500 of 50000, Stored update 1500 of 50000 -2 * Loglike = 2045.893679 Actual update 1550 of 50000, Stored update 1550 of 50000 -2 * Loglike = 2033.989823 Actual update 1600 of 50000, Stored update 1600 of 50000 -2 * Loglike = 2031.660178 Actual update 1650 of 50000, Stored update 1650 of 50000 -2 * Loglike = 2041.971005 Actual update 1700 of 50000, Stored update 1700 of 50000 -2 * Loglike = 2003.372483 Actual update 1750 of 50000, Stored update 1750 of 50000 -2 * Loglike = 2021.310544 Actual update 1800 of 50000, Stored update 1800 of 50000 -2 * Loglike = 2028.197219 Actual update 1850 of 50000, Stored update 1850 of 50000 -2 * Loglike = 2020.117802 Actual update 1900 of 50000, Stored update 1900 of 50000 -2 * Loglike = 2020.260680 Actual update 1950 of 50000, Stored update 1950 of 50000 -2 * Loglike = 2028.280437 Actual update 2000 of 50000, Stored update 2000 of 50000 -2 * Loglike = 2021.087068 Actual update 2050 of 50000, Stored update 2050 of 50000 -2 * Loglike = 2026.035129 Actual update 2100 of 50000, Stored update 2100 of 50000 -2 * Loglike = 2025.418873 Actual update 2150 of 50000, Stored update 2150 of 50000 -2 * Loglike = 2034.515331 Actual update 2200 of 50000, Stored update 2200 of 50000 -2 * Loglike = 2045.642138 Actual update 2250 of 50000, Stored update 2250 of 50000 -2 * Loglike = 2034.910778 Actual update 2300 of 50000, Stored update 2300 of 50000 -2 * Loglike = 2007.077709 Actual update 2350 of 50000, Stored update 2350 of 50000 -2 * Loglike = 2031.678647 Actual update 2400 of 50000, Stored update 2400 of 50000 -2 * Loglike = 2048.287541 Actual update 2450 of 50000, Stored update 2450 of 50000 -2 * Loglike = 2032.391528 Actual update 2500 of 50000, Stored update 2500 of 50000 -2 * Loglike = 2032.015409 Actual update 2550 of 50000, Stored update 2550 of 50000 -2 * Loglike = 1999.004864 Actual update 2600 of 50000, Stored update 2600 of 50000 -2 * Loglike = 2033.666905 Actual update 2650 of 50000, Stored update 2650 of 50000 -2 * Loglike = 2049.162071 Actual update 2700 of 50000, Stored update 2700 of 50000 -2 * Loglike = 2026.151364 Actual update 2750 of 50000, Stored update 2750 of 50000 -2 * Loglike = 2046.648514 Actual update 2800 of 50000, Stored update 2800 of 50000 -2 * Loglike = 2052.515239 Actual update 2850 of 50000, Stored update 2850 of 50000 -2 * Loglike = 2033.629285 Actual update 2900 of 50000, Stored update 2900 of 50000 -2 * Loglike = 2039.288509 Actual update 2950 of 50000, Stored update 2950 of 50000 -2 * Loglike = 2009.987172 Actual update 3000 of 50000, Stored update 3000 of 50000 -2 * Loglike = 2027.964081 Actual update 3050 of 50000, Stored update 3050 of 50000 -2 * Loglike = 2040.957228 Actual update 3100 of 50000, Stored update 3100 of 50000 -2 * Loglike = 2037.334434 Actual update 3150 of 50000, Stored update 3150 of 50000 -2 * Loglike = 2032.431896 Actual update 3200 of 50000, Stored update 3200 of 50000 -2 * Loglike = 2010.474908 Actual update 3250 of 50000, Stored update 3250 of 50000 -2 * Loglike = 2006.609586 Actual update 3300 of 50000, Stored update 3300 of 50000 -2 * Loglike = 2032.099022 Actual update 3350 of 50000, Stored update 3350 of 50000 -2 * Loglike = 2016.579463 Actual update 3400 of 50000, Stored update 3400 of 50000 -2 * Loglike = 2040.453010 Actual update 3450 of 50000, Stored update 3450 of 50000 -2 * Loglike = 2026.730089 Actual update 3500 of 50000, Stored update 3500 of 50000 -2 * Loglike = 2039.715333 Actual update 3550 of 50000, Stored update 3550 of 50000 -2 * Loglike = 2017.515313 Actual update 3600 of 50000, Stored update 3600 of 50000 -2 * Loglike = 2025.739573 Actual update 3650 of 50000, Stored update 3650 of 50000 -2 * Loglike = 2037.569639 Actual update 3700 of 50000, Stored update 3700 of 50000 -2 * Loglike = 2011.668239 Actual update 3750 of 50000, Stored update 3750 of 50000 -2 * Loglike = 2018.428881 Actual update 3800 of 50000, Stored update 3800 of 50000 -2 * Loglike = 2047.205507 Actual update 3850 of 50000, Stored update 3850 of 50000 -2 * Loglike = 2035.191532 Actual update 3900 of 50000, Stored update 3900 of 50000 -2 * Loglike = 2025.238344 Actual update 3950 of 50000, Stored update 3950 of 50000 -2 * Loglike = 2042.258457 Actual update 4000 of 50000, Stored update 4000 of 50000 -2 * Loglike = 2043.913713 Actual update 4050 of 50000, Stored update 4050 of 50000 -2 * Loglike = 2027.549849 Actual update 4100 of 50000, Stored update 4100 of 50000 -2 * Loglike = 2027.546523 Actual update 4150 of 50000, Stored update 4150 of 50000 -2 * Loglike = 2017.318439 Actual update 4200 of 50000, Stored update 4200 of 50000 -2 * Loglike = 2031.332610 Actual update 4250 of 50000, Stored update 4250 of 50000 -2 * Loglike = 2037.455373 Actual update 4300 of 50000, Stored update 4300 of 50000 -2 * Loglike = 2033.135164 Actual update 4350 of 50000, Stored update 4350 of 50000 -2 * Loglike = 2012.820085 Actual update 4400 of 50000, Stored update 4400 of 50000 -2 * Loglike = 2027.721037 Actual update 4450 of 50000, Stored update 4450 of 50000 -2 * Loglike = 2042.306382 Actual update 4500 of 50000, Stored update 4500 of 50000 -2 * Loglike = 2028.023147 Actual update 4550 of 50000, Stored update 4550 of 50000 -2 * Loglike = 2031.125664 Actual update 4600 of 50000, Stored update 4600 of 50000 -2 * Loglike = 2032.271797 Actual update 4650 of 50000, Stored update 4650 of 50000 -2 * Loglike = 2029.384076 Actual update 4700 of 50000, Stored update 4700 of 50000 -2 * Loglike = 2026.521903 Actual update 4750 of 50000, Stored update 4750 of 50000 -2 * Loglike = 2018.389614 Actual update 4800 of 50000, Stored update 4800 of 50000 -2 * Loglike = 2027.271925 Actual update 4850 of 50000, Stored update 4850 of 50000 -2 * Loglike = 2030.004540 Actual update 4900 of 50000, Stored update 4900 of 50000 -2 * Loglike = 2035.670676 Actual update 4950 of 50000, Stored update 4950 of 50000 -2 * Loglike = 2029.754593 Actual update 5000 of 50000, Stored update 5000 of 50000 -2 * Loglike = 2027.333824 Actual update 5050 of 50000, Stored update 5050 of 50000 -2 * Loglike = 2025.273311 Actual update 5100 of 50000, Stored update 5100 of 50000 -2 * Loglike = 2067.536975 Actual update 5150 of 50000, Stored update 5150 of 50000 -2 * Loglike = 2027.377905 Actual update 5200 of 50000, Stored update 5200 of 50000 -2 * Loglike = 2027.307863 Actual update 5250 of 50000, Stored update 5250 of 50000 -2 * Loglike = 2038.054735 Actual update 5300 of 50000, Stored update 5300 of 50000 -2 * Loglike = 2023.521416 Actual update 5350 of 50000, Stored update 5350 of 50000 -2 * Loglike = 2040.158748 Actual update 5400 of 50000, Stored update 5400 of 50000 -2 * Loglike = 2013.414660 Actual update 5450 of 50000, Stored update 5450 of 50000 -2 * Loglike = 2017.995318 Actual update 5500 of 50000, Stored update 5500 of 50000 -2 * Loglike = 2015.223026 Actual update 5550 of 50000, Stored update 5550 of 50000 -2 * Loglike = 2019.529641 Actual update 5600 of 50000, Stored update 5600 of 50000 -2 * Loglike = 2035.849619 Actual update 5650 of 50000, Stored update 5650 of 50000 -2 * Loglike = 2031.392181 Actual update 5700 of 50000, Stored update 5700 of 50000 -2 * Loglike = 2005.222607 Actual update 5750 of 50000, Stored update 5750 of 50000 -2 * Loglike = 2021.997337 Actual update 5800 of 50000, Stored update 5800 of 50000 -2 * Loglike = 2033.655927 Actual update 5850 of 50000, Stored update 5850 of 50000 -2 * Loglike = 2023.799893 Actual update 5900 of 50000, Stored update 5900 of 50000 -2 * Loglike = 2022.284228 Actual update 5950 of 50000, Stored update 5950 of 50000 -2 * Loglike = 2042.252585 Actual update 6000 of 50000, Stored update 6000 of 50000 -2 * Loglike = 2030.355482 Actual update 6050 of 50000, Stored update 6050 of 50000 -2 * Loglike = 2016.841864 Actual update 6100 of 50000, Stored update 6100 of 50000 -2 * Loglike = 2011.287786 Actual update 6150 of 50000, Stored update 6150 of 50000 -2 * Loglike = 2032.963779 Actual update 6200 of 50000, Stored update 6200 of 50000 -2 * Loglike = 2045.781978 Actual update 6250 of 50000, Stored update 6250 of 50000 -2 * Loglike = 2019.514633 Actual update 6300 of 50000, Stored update 6300 of 50000 -2 * Loglike = 2005.761717 Actual update 6350 of 50000, Stored update 6350 of 50000 -2 * Loglike = 2041.853612 Actual update 6400 of 50000, Stored update 6400 of 50000 -2 * Loglike = 2033.517573 Actual update 6450 of 50000, Stored update 6450 of 50000 -2 * Loglike = 2044.465408 Actual update 6500 of 50000, Stored update 6500 of 50000 -2 * Loglike = 2020.242835 Actual update 6550 of 50000, Stored update 6550 of 50000 -2 * Loglike = 2012.438286 Actual update 6600 of 50000, Stored update 6600 of 50000 -2 * Loglike = 2028.448714 Actual update 6650 of 50000, Stored update 6650 of 50000 -2 * Loglike = 2008.008967 Actual update 6700 of 50000, Stored update 6700 of 50000 -2 * Loglike = 2043.979965 Actual update 6750 of 50000, Stored update 6750 of 50000 -2 * Loglike = 2029.171211 Actual update 6800 of 50000, Stored update 6800 of 50000 -2 * Loglike = 2006.225808 Actual update 6850 of 50000, Stored update 6850 of 50000 -2 * Loglike = 2018.423605 Actual update 6900 of 50000, Stored update 6900 of 50000 -2 * Loglike = 2028.414062 Actual update 6950 of 50000, Stored update 6950 of 50000 -2 * Loglike = 2049.727569 Actual update 7000 of 50000, Stored update 7000 of 50000 -2 * Loglike = 2028.891057 Actual update 7050 of 50000, Stored update 7050 of 50000 -2 * Loglike = 2039.053235 Actual update 7100 of 50000, Stored update 7100 of 50000 -2 * Loglike = 2021.966656 Actual update 7150 of 50000, Stored update 7150 of 50000 -2 * Loglike = 2050.209310 Actual update 7200 of 50000, Stored update 7200 of 50000 -2 * Loglike = 2022.361718 Actual update 7250 of 50000, Stored update 7250 of 50000 -2 * Loglike = 2022.380458 Actual update 7300 of 50000, Stored update 7300 of 50000 -2 * Loglike = 2018.385672 Actual update 7350 of 50000, Stored update 7350 of 50000 -2 * Loglike = 2029.707048 Actual update 7400 of 50000, Stored update 7400 of 50000 -2 * Loglike = 2007.356968 Actual update 7450 of 50000, Stored update 7450 of 50000 -2 * Loglike = 2008.610923 Actual update 7500 of 50000, Stored update 7500 of 50000 -2 * Loglike = 2025.978038 Actual update 7550 of 50000, Stored update 7550 of 50000 -2 * Loglike = 2013.730689 Actual update 7600 of 50000, Stored update 7600 of 50000 -2 * Loglike = 2025.961152 Actual update 7650 of 50000, Stored update 7650 of 50000 -2 * Loglike = 2024.858328 Actual update 7700 of 50000, Stored update 7700 of 50000 -2 * Loglike = 2021.075764 Actual update 7750 of 50000, Stored update 7750 of 50000 -2 * Loglike = 2025.572987 Actual update 7800 of 50000, Stored update 7800 of 50000 -2 * Loglike = 2014.032299 Actual update 7850 of 50000, Stored update 7850 of 50000 -2 * Loglike = 2017.576957 Actual update 7900 of 50000, Stored update 7900 of 50000 -2 * Loglike = 2052.322993 Actual update 7950 of 50000, Stored update 7950 of 50000 -2 * Loglike = 2017.079050 Actual update 8000 of 50000, Stored update 8000 of 50000 -2 * Loglike = 2020.362808 Actual update 8050 of 50000, Stored update 8050 of 50000 -2 * Loglike = 2029.819672 Actual update 8100 of 50000, Stored update 8100 of 50000 -2 * Loglike = 2030.318943 Actual update 8150 of 50000, Stored update 8150 of 50000 -2 * Loglike = 2018.803258 Actual update 8200 of 50000, Stored update 8200 of 50000 -2 * Loglike = 2020.145396 Actual update 8250 of 50000, Stored update 8250 of 50000 -2 * Loglike = 2050.860784 Actual update 8300 of 50000, Stored update 8300 of 50000 -2 * Loglike = 2025.742402 Actual update 8350 of 50000, Stored update 8350 of 50000 -2 * Loglike = 2028.347026 Actual update 8400 of 50000, Stored update 8400 of 50000 -2 * Loglike = 2020.388437 Actual update 8450 of 50000, Stored update 8450 of 50000 -2 * Loglike = 2016.998313 Actual update 8500 of 50000, Stored update 8500 of 50000 -2 * Loglike = 2062.603444 Actual update 8550 of 50000, Stored update 8550 of 50000 -2 * Loglike = 2030.072844 Actual update 8600 of 50000, Stored update 8600 of 50000 -2 * Loglike = 2013.748402 Actual update 8650 of 50000, Stored update 8650 of 50000 -2 * Loglike = 2033.417708 Actual update 8700 of 50000, Stored update 8700 of 50000 -2 * Loglike = 2045.645482 Actual update 8750 of 50000, Stored update 8750 of 50000 -2 * Loglike = 2023.506709 Actual update 8800 of 50000, Stored update 8800 of 50000 -2 * Loglike = 2007.305056 Actual update 8850 of 50000, Stored update 8850 of 50000 -2 * Loglike = 2024.252098 Actual update 8900 of 50000, Stored update 8900 of 50000 -2 * Loglike = 2031.449602 Actual update 8950 of 50000, Stored update 8950 of 50000 -2 * Loglike = 2010.112102 Actual update 9000 of 50000, Stored update 9000 of 50000 -2 * Loglike = 2037.368663 Actual update 9050 of 50000, Stored update 9050 of 50000 -2 * Loglike = 2043.632861 Actual update 9100 of 50000, Stored update 9100 of 50000 -2 * Loglike = 2026.740197 Actual update 9150 of 50000, Stored update 9150 of 50000 -2 * Loglike = 2030.484611 Actual update 9200 of 50000, Stored update 9200 of 50000 -2 * Loglike = 2046.812323 Actual update 9250 of 50000, Stored update 9250 of 50000 -2 * Loglike = 2020.826624 Actual update 9300 of 50000, Stored update 9300 of 50000 -2 * Loglike = 2014.374804 Actual update 9350 of 50000, Stored update 9350 of 50000 -2 * Loglike = 2034.134602 Actual update 9400 of 50000, Stored update 9400 of 50000 -2 * Loglike = 2021.878699 Actual update 9450 of 50000, Stored update 9450 of 50000 -2 * Loglike = 2060.442541 Actual update 9500 of 50000, Stored update 9500 of 50000 -2 * Loglike = 2035.095053 Actual update 9550 of 50000, Stored update 9550 of 50000 -2 * Loglike = 2057.404173 Actual update 9600 of 50000, Stored update 9600 of 50000 -2 * Loglike = 2028.044447 Actual update 9650 of 50000, Stored update 9650 of 50000 -2 * Loglike = 2009.473086 Actual update 9700 of 50000, Stored update 9700 of 50000 -2 * Loglike = 2032.667450 Actual update 9750 of 50000, Stored update 9750 of 50000 -2 * Loglike = 2018.517407 Actual update 9800 of 50000, Stored update 9800 of 50000 -2 * Loglike = 2022.310557 Actual update 9850 of 50000, Stored update 9850 of 50000 -2 * Loglike = 2010.371819 Actual update 9900 of 50000, Stored update 9900 of 50000 -2 * Loglike = 2002.718652 Actual update 9950 of 50000, Stored update 9950 of 50000 -2 * Loglike = 2026.035091 Actual update 10000 of 50000, Stored update 10000 of 50000 -2 * Loglike = 2012.108630 Actual update 10050 of 50000, Stored update 10050 of 50000 -2 * Loglike = 2029.238825 Actual update 10100 of 50000, Stored update 10100 of 50000 -2 * Loglike = 2037.815993 Actual update 10150 of 50000, Stored update 10150 of 50000 -2 * Loglike = 2026.919023 Actual update 10200 of 50000, Stored update 10200 of 50000 -2 * Loglike = 2024.959353 Actual update 10250 of 50000, Stored update 10250 of 50000 -2 * Loglike = 2044.579132 Actual update 10300 of 50000, Stored update 10300 of 50000 -2 * Loglike = 2010.683988 Actual update 10350 of 50000, Stored update 10350 of 50000 -2 * Loglike = 2032.411588 Actual update 10400 of 50000, Stored update 10400 of 50000 -2 * Loglike = 2018.072770 Actual update 10450 of 50000, Stored update 10450 of 50000 -2 * Loglike = 2022.148265 Actual update 10500 of 50000, Stored update 10500 of 50000 -2 * Loglike = 2029.868619 Actual update 10550 of 50000, Stored update 10550 of 50000 -2 * Loglike = 2044.963698 Actual update 10600 of 50000, Stored update 10600 of 50000 -2 * Loglike = 2020.033926 Actual update 10650 of 50000, Stored update 10650 of 50000 -2 * Loglike = 2033.161326 Actual update 10700 of 50000, Stored update 10700 of 50000 -2 * Loglike = 2023.337028 Actual update 10750 of 50000, Stored update 10750 of 50000 -2 * Loglike = 2006.027151 Actual update 10800 of 50000, Stored update 10800 of 50000 -2 * Loglike = 2033.007093 Actual update 10850 of 50000, Stored update 10850 of 50000 -2 * Loglike = 2032.364821 Actual update 10900 of 50000, Stored update 10900 of 50000 -2 * Loglike = 2036.585025 Actual update 10950 of 50000, Stored update 10950 of 50000 -2 * Loglike = 2032.749208 Actual update 11000 of 50000, Stored update 11000 of 50000 -2 * Loglike = 2036.056260 Actual update 11050 of 50000, Stored update 11050 of 50000 -2 * Loglike = 2024.529275 Actual update 11100 of 50000, Stored update 11100 of 50000 -2 * Loglike = 2016.095599 Actual update 11150 of 50000, Stored update 11150 of 50000 -2 * Loglike = 2023.691590 Actual update 11200 of 50000, Stored update 11200 of 50000 -2 * Loglike = 2032.759709 Actual update 11250 of 50000, Stored update 11250 of 50000 -2 * Loglike = 2038.596085 Actual update 11300 of 50000, Stored update 11300 of 50000 -2 * Loglike = 2016.458597 Actual update 11350 of 50000, Stored update 11350 of 50000 -2 * Loglike = 2059.811221 Actual update 11400 of 50000, Stored update 11400 of 50000 -2 * Loglike = 2038.240191 Actual update 11450 of 50000, Stored update 11450 of 50000 -2 * Loglike = 2037.827176 Actual update 11500 of 50000, Stored update 11500 of 50000 -2 * Loglike = 2012.293439 Actual update 11550 of 50000, Stored update 11550 of 50000 -2 * Loglike = 2024.021319 Actual update 11600 of 50000, Stored update 11600 of 50000 -2 * Loglike = 2014.708342 Actual update 11650 of 50000, Stored update 11650 of 50000 -2 * Loglike = 2026.689987 Actual update 11700 of 50000, Stored update 11700 of 50000 -2 * Loglike = 2029.357355 Actual update 11750 of 50000, Stored update 11750 of 50000 -2 * Loglike = 2032.186667 Actual update 11800 of 50000, Stored update 11800 of 50000 -2 * Loglike = 2034.720460 Actual update 11850 of 50000, Stored update 11850 of 50000 -2 * Loglike = 2031.791223 Actual update 11900 of 50000, Stored update 11900 of 50000 -2 * Loglike = 2015.733905 Actual update 11950 of 50000, Stored update 11950 of 50000 -2 * Loglike = 2014.931739 Actual update 12000 of 50000, Stored update 12000 of 50000 -2 * Loglike = 2019.073690 Actual update 12050 of 50000, Stored update 12050 of 50000 -2 * Loglike = 2037.281757 Actual update 12100 of 50000, Stored update 12100 of 50000 -2 * Loglike = 2017.855014 Actual update 12150 of 50000, Stored update 12150 of 50000 -2 * Loglike = 2056.866118 Actual update 12200 of 50000, Stored update 12200 of 50000 -2 * Loglike = 2054.522859 Actual update 12250 of 50000, Stored update 12250 of 50000 -2 * Loglike = 2020.397275 Actual update 12300 of 50000, Stored update 12300 of 50000 -2 * Loglike = 2020.853647 Actual update 12350 of 50000, Stored update 12350 of 50000 -2 * Loglike = 2024.046406 Actual update 12400 of 50000, Stored update 12400 of 50000 -2 * Loglike = 2027.019170 Actual update 12450 of 50000, Stored update 12450 of 50000 -2 * Loglike = 2025.103750 Actual update 12500 of 50000, Stored update 12500 of 50000 -2 * Loglike = 2034.653061 Actual update 12550 of 50000, Stored update 12550 of 50000 -2 * Loglike = 2022.143478 Actual update 12600 of 50000, Stored update 12600 of 50000 -2 * Loglike = 2037.290070 Actual update 12650 of 50000, Stored update 12650 of 50000 -2 * Loglike = 2042.264273 Actual update 12700 of 50000, Stored update 12700 of 50000 -2 * Loglike = 2009.781590 Actual update 12750 of 50000, Stored update 12750 of 50000 -2 * Loglike = 2020.932696 Actual update 12800 of 50000, Stored update 12800 of 50000 -2 * Loglike = 2012.458095 Actual update 12850 of 50000, Stored update 12850 of 50000 -2 * Loglike = 2039.769663 Actual update 12900 of 50000, Stored update 12900 of 50000 -2 * Loglike = 2024.846451 Actual update 12950 of 50000, Stored update 12950 of 50000 -2 * Loglike = 2035.425329 Actual update 13000 of 50000, Stored update 13000 of 50000 -2 * Loglike = 2052.526243 Actual update 13050 of 50000, Stored update 13050 of 50000 -2 * Loglike = 2032.954265 Actual update 13100 of 50000, Stored update 13100 of 50000 -2 * Loglike = 2009.754147 Actual update 13150 of 50000, Stored update 13150 of 50000 -2 * Loglike = 2039.520170 Actual update 13200 of 50000, Stored update 13200 of 50000 -2 * Loglike = 2053.161571 Actual update 13250 of 50000, Stored update 13250 of 50000 -2 * Loglike = 2021.299148 Actual update 13300 of 50000, Stored update 13300 of 50000 -2 * Loglike = 2025.034876 Actual update 13350 of 50000, Stored update 13350 of 50000 -2 * Loglike = 2046.941124 Actual update 13400 of 50000, Stored update 13400 of 50000 -2 * Loglike = 2027.677474 Actual update 13450 of 50000, Stored update 13450 of 50000 -2 * Loglike = 2019.936514 Actual update 13500 of 50000, Stored update 13500 of 50000 -2 * Loglike = 2033.686111 Actual update 13550 of 50000, Stored update 13550 of 50000 -2 * Loglike = 2018.414323 Actual update 13600 of 50000, Stored update 13600 of 50000 -2 * Loglike = 2044.214354 Actual update 13650 of 50000, Stored update 13650 of 50000 -2 * Loglike = 2010.052746 Actual update 13700 of 50000, Stored update 13700 of 50000 -2 * Loglike = 2020.125856 Actual update 13750 of 50000, Stored update 13750 of 50000 -2 * Loglike = 2037.219680 Actual update 13800 of 50000, Stored update 13800 of 50000 -2 * Loglike = 2015.514471 Actual update 13850 of 50000, Stored update 13850 of 50000 -2 * Loglike = 2029.760300 Actual update 13900 of 50000, Stored update 13900 of 50000 -2 * Loglike = 2019.525237 Actual update 13950 of 50000, Stored update 13950 of 50000 -2 * Loglike = 2012.787805 Actual update 14000 of 50000, Stored update 14000 of 50000 -2 * Loglike = 2026.398531 Actual update 14050 of 50000, Stored update 14050 of 50000 -2 * Loglike = 2028.587976 Actual update 14100 of 50000, Stored update 14100 of 50000 -2 * Loglike = 2032.381254 Actual update 14150 of 50000, Stored update 14150 of 50000 -2 * Loglike = 2016.171433 Actual update 14200 of 50000, Stored update 14200 of 50000 -2 * Loglike = 2040.779410 Actual update 14250 of 50000, Stored update 14250 of 50000 -2 * Loglike = 2053.891794 Actual update 14300 of 50000, Stored update 14300 of 50000 -2 * Loglike = 2060.737878 Actual update 14350 of 50000, Stored update 14350 of 50000 -2 * Loglike = 2023.646344 Actual update 14400 of 50000, Stored update 14400 of 50000 -2 * Loglike = 2031.515454 Actual update 14450 of 50000, Stored update 14450 of 50000 -2 * Loglike = 2027.425710 Actual update 14500 of 50000, Stored update 14500 of 50000 -2 * Loglike = 2026.979416 Actual update 14550 of 50000, Stored update 14550 of 50000 -2 * Loglike = 2029.907812 Actual update 14600 of 50000, Stored update 14600 of 50000 -2 * Loglike = 2026.513544 Actual update 14650 of 50000, Stored update 14650 of 50000 -2 * Loglike = 2013.451530 Actual update 14700 of 50000, Stored update 14700 of 50000 -2 * Loglike = 2037.805561 Actual update 14750 of 50000, Stored update 14750 of 50000 -2 * Loglike = 2017.090892 Actual update 14800 of 50000, Stored update 14800 of 50000 -2 * Loglike = 2012.134543 Actual update 14850 of 50000, Stored update 14850 of 50000 -2 * Loglike = 2016.598101 Actual update 14900 of 50000, Stored update 14900 of 50000 -2 * Loglike = 2033.648242 Actual update 14950 of 50000, Stored update 14950 of 50000 -2 * Loglike = 2033.900660 Actual update 15000 of 50000, Stored update 15000 of 50000 -2 * Loglike = 2024.131054 Actual update 15050 of 50000, Stored update 15050 of 50000 -2 * Loglike = 2023.654955 Actual update 15100 of 50000, Stored update 15100 of 50000 -2 * Loglike = 2026.675748 Actual update 15150 of 50000, Stored update 15150 of 50000 -2 * Loglike = 2009.160848 Actual update 15200 of 50000, Stored update 15200 of 50000 -2 * Loglike = 2024.994007 Actual update 15250 of 50000, Stored update 15250 of 50000 -2 * Loglike = 2015.803547 Actual update 15300 of 50000, Stored update 15300 of 50000 -2 * Loglike = 2008.167102 Actual update 15350 of 50000, Stored update 15350 of 50000 -2 * Loglike = 2030.604350 Actual update 15400 of 50000, Stored update 15400 of 50000 -2 * Loglike = 2031.255631 Actual update 15450 of 50000, Stored update 15450 of 50000 -2 * Loglike = 2016.456820 Actual update 15500 of 50000, Stored update 15500 of 50000 -2 * Loglike = 2024.606477 Actual update 15550 of 50000, Stored update 15550 of 50000 -2 * Loglike = 2010.044294 Actual update 15600 of 50000, Stored update 15600 of 50000 -2 * Loglike = 2017.924194 Actual update 15650 of 50000, Stored update 15650 of 50000 -2 * Loglike = 2027.364978 Actual update 15700 of 50000, Stored update 15700 of 50000 -2 * Loglike = 2028.766288 Actual update 15750 of 50000, Stored update 15750 of 50000 -2 * Loglike = 2027.535045 Actual update 15800 of 50000, Stored update 15800 of 50000 -2 * Loglike = 2046.545029 Actual update 15850 of 50000, Stored update 15850 of 50000 -2 * Loglike = 2017.248282 Actual update 15900 of 50000, Stored update 15900 of 50000 -2 * Loglike = 2028.060531 Actual update 15950 of 50000, Stored update 15950 of 50000 -2 * Loglike = 2023.245647 Actual update 16000 of 50000, Stored update 16000 of 50000 -2 * Loglike = 2048.589976 Actual update 16050 of 50000, Stored update 16050 of 50000 -2 * Loglike = 2023.263983 Actual update 16100 of 50000, Stored update 16100 of 50000 -2 * Loglike = 2038.937739 Actual update 16150 of 50000, Stored update 16150 of 50000 -2 * Loglike = 2023.680220 Actual update 16200 of 50000, Stored update 16200 of 50000 -2 * Loglike = 2014.389519 Actual update 16250 of 50000, Stored update 16250 of 50000 -2 * Loglike = 2036.458104 Actual update 16300 of 50000, Stored update 16300 of 50000 -2 * Loglike = 2023.520659 Actual update 16350 of 50000, Stored update 16350 of 50000 -2 * Loglike = 2024.641825 Actual update 16400 of 50000, Stored update 16400 of 50000 -2 * Loglike = 2017.580013 Actual update 16450 of 50000, Stored update 16450 of 50000 -2 * Loglike = 2032.411061 Actual update 16500 of 50000, Stored update 16500 of 50000 -2 * Loglike = 1999.617373 Actual update 16550 of 50000, Stored update 16550 of 50000 -2 * Loglike = 2038.929909 Actual update 16600 of 50000, Stored update 16600 of 50000 -2 * Loglike = 2019.538651 Actual update 16650 of 50000, Stored update 16650 of 50000 -2 * Loglike = 2032.472756 Actual update 16700 of 50000, Stored update 16700 of 50000 -2 * Loglike = 2014.251771 Actual update 16750 of 50000, Stored update 16750 of 50000 -2 * Loglike = 2038.333136 Actual update 16800 of 50000, Stored update 16800 of 50000 -2 * Loglike = 2010.672928 Actual update 16850 of 50000, Stored update 16850 of 50000 -2 * Loglike = 2002.698484 Actual update 16900 of 50000, Stored update 16900 of 50000 -2 * Loglike = 2040.911057 Actual update 16950 of 50000, Stored update 16950 of 50000 -2 * Loglike = 2037.093683 Actual update 17000 of 50000, Stored update 17000 of 50000 -2 * Loglike = 2034.455232 Actual update 17050 of 50000, Stored update 17050 of 50000 -2 * Loglike = 2038.874844 Actual update 17100 of 50000, Stored update 17100 of 50000 -2 * Loglike = 2030.401671 Actual update 17150 of 50000, Stored update 17150 of 50000 -2 * Loglike = 2021.931797 Actual update 17200 of 50000, Stored update 17200 of 50000 -2 * Loglike = 2035.132246 Actual update 17250 of 50000, Stored update 17250 of 50000 -2 * Loglike = 2059.153784 Actual update 17300 of 50000, Stored update 17300 of 50000 -2 * Loglike = 2028.143335 Actual update 17350 of 50000, Stored update 17350 of 50000 -2 * Loglike = 2017.103890 Actual update 17400 of 50000, Stored update 17400 of 50000 -2 * Loglike = 2024.937102 Actual update 17450 of 50000, Stored update 17450 of 50000 -2 * Loglike = 2024.869226 Actual update 17500 of 50000, Stored update 17500 of 50000 -2 * Loglike = 2009.783136 Actual update 17550 of 50000, Stored update 17550 of 50000 -2 * Loglike = 2030.883956 Actual update 17600 of 50000, Stored update 17600 of 50000 -2 * Loglike = 2038.808314 Actual update 17650 of 50000, Stored update 17650 of 50000 -2 * Loglike = 2062.541988 Actual update 17700 of 50000, Stored update 17700 of 50000 -2 * Loglike = 2022.077489 Actual update 17750 of 50000, Stored update 17750 of 50000 -2 * Loglike = 2030.690699 Actual update 17800 of 50000, Stored update 17800 of 50000 -2 * Loglike = 2035.304262 Actual update 17850 of 50000, Stored update 17850 of 50000 -2 * Loglike = 2019.652970 Actual update 17900 of 50000, Stored update 17900 of 50000 -2 * Loglike = 2040.496926 Actual update 17950 of 50000, Stored update 17950 of 50000 -2 * Loglike = 2029.190861 Actual update 18000 of 50000, Stored update 18000 of 50000 -2 * Loglike = 2054.787885 Actual update 18050 of 50000, Stored update 18050 of 50000 -2 * Loglike = 2039.605272 Actual update 18100 of 50000, Stored update 18100 of 50000 -2 * Loglike = 2016.227193 Actual update 18150 of 50000, Stored update 18150 of 50000 -2 * Loglike = 2038.302940 Actual update 18200 of 50000, Stored update 18200 of 50000 -2 * Loglike = 2036.463236 Actual update 18250 of 50000, Stored update 18250 of 50000 -2 * Loglike = 2047.549188 Actual update 18300 of 50000, Stored update 18300 of 50000 -2 * Loglike = 2023.658676 Actual update 18350 of 50000, Stored update 18350 of 50000 -2 * Loglike = 2048.630068 Actual update 18400 of 50000, Stored update 18400 of 50000 -2 * Loglike = 2042.050061 Actual update 18450 of 50000, Stored update 18450 of 50000 -2 * Loglike = 2032.372212 Actual update 18500 of 50000, Stored update 18500 of 50000 -2 * Loglike = 2031.059433 Actual update 18550 of 50000, Stored update 18550 of 50000 -2 * Loglike = 2010.013380 Actual update 18600 of 50000, Stored update 18600 of 50000 -2 * Loglike = 2031.510593 Actual update 18650 of 50000, Stored update 18650 of 50000 -2 * Loglike = 2032.895905 Actual update 18700 of 50000, Stored update 18700 of 50000 -2 * Loglike = 2030.268329 Actual update 18750 of 50000, Stored update 18750 of 50000 -2 * Loglike = 2043.051737 Actual update 18800 of 50000, Stored update 18800 of 50000 -2 * Loglike = 2028.688544 Actual update 18850 of 50000, Stored update 18850 of 50000 -2 * Loglike = 2035.235374 Actual update 18900 of 50000, Stored update 18900 of 50000 -2 * Loglike = 2046.718726 Actual update 18950 of 50000, Stored update 18950 of 50000 -2 * Loglike = 2013.669632 Actual update 19000 of 50000, Stored update 19000 of 50000 -2 * Loglike = 2021.403395 Actual update 19050 of 50000, Stored update 19050 of 50000 -2 * Loglike = 2070.853463 Actual update 19100 of 50000, Stored update 19100 of 50000 -2 * Loglike = 2000.911036 Actual update 19150 of 50000, Stored update 19150 of 50000 -2 * Loglike = 2033.628305 Actual update 19200 of 50000, Stored update 19200 of 50000 -2 * Loglike = 2033.740553 Actual update 19250 of 50000, Stored update 19250 of 50000 -2 * Loglike = 2024.017419 Actual update 19300 of 50000, Stored update 19300 of 50000 -2 * Loglike = 2009.100444 Actual update 19350 of 50000, Stored update 19350 of 50000 -2 * Loglike = 2019.695543 Actual update 19400 of 50000, Stored update 19400 of 50000 -2 * Loglike = 2024.697286 Actual update 19450 of 50000, Stored update 19450 of 50000 -2 * Loglike = 2041.416963 Actual update 19500 of 50000, Stored update 19500 of 50000 -2 * Loglike = 2013.188516 Actual update 19550 of 50000, Stored update 19550 of 50000 -2 * Loglike = 2033.995849 Actual update 19600 of 50000, Stored update 19600 of 50000 -2 * Loglike = 2007.632335 Actual update 19650 of 50000, Stored update 19650 of 50000 -2 * Loglike = 2023.388689 Actual update 19700 of 50000, Stored update 19700 of 50000 -2 * Loglike = 2024.606567 Actual update 19750 of 50000, Stored update 19750 of 50000 -2 * Loglike = 2028.773662 Actual update 19800 of 50000, Stored update 19800 of 50000 -2 * Loglike = 2025.817496 Actual update 19850 of 50000, Stored update 19850 of 50000 -2 * Loglike = 2004.312935 Actual update 19900 of 50000, Stored update 19900 of 50000 -2 * Loglike = 2009.102604 Actual update 19950 of 50000, Stored update 19950 of 50000 -2 * Loglike = 2015.313491 Actual update 20000 of 50000, Stored update 20000 of 50000 -2 * Loglike = 2025.569789 Actual update 20050 of 50000, Stored update 20050 of 50000 -2 * Loglike = 2053.833604 Actual update 20100 of 50000, Stored update 20100 of 50000 -2 * Loglike = 2023.610014 Actual update 20150 of 50000, Stored update 20150 of 50000 -2 * Loglike = 2016.977782 Actual update 20200 of 50000, Stored update 20200 of 50000 -2 * Loglike = 2042.295870 Actual update 20250 of 50000, Stored update 20250 of 50000 -2 * Loglike = 2024.555148 Actual update 20300 of 50000, Stored update 20300 of 50000 -2 * Loglike = 2037.198547 Actual update 20350 of 50000, Stored update 20350 of 50000 -2 * Loglike = 2035.939559 Actual update 20400 of 50000, Stored update 20400 of 50000 -2 * Loglike = 2031.482457 Actual update 20450 of 50000, Stored update 20450 of 50000 -2 * Loglike = 2022.879772 Actual update 20500 of 50000, Stored update 20500 of 50000 -2 * Loglike = 2018.215079 Actual update 20550 of 50000, Stored update 20550 of 50000 -2 * Loglike = 2023.588952 Actual update 20600 of 50000, Stored update 20600 of 50000 -2 * Loglike = 2017.600721 Actual update 20650 of 50000, Stored update 20650 of 50000 -2 * Loglike = 2015.486725 Actual update 20700 of 50000, Stored update 20700 of 50000 -2 * Loglike = 2051.348357 Actual update 20750 of 50000, Stored update 20750 of 50000 -2 * Loglike = 2023.733645 Actual update 20800 of 50000, Stored update 20800 of 50000 -2 * Loglike = 2034.683728 Actual update 20850 of 50000, Stored update 20850 of 50000 -2 * Loglike = 2018.477308 Actual update 20900 of 50000, Stored update 20900 of 50000 -2 * Loglike = 2006.559138 Actual update 20950 of 50000, Stored update 20950 of 50000 -2 * Loglike = 2024.009757 Actual update 21000 of 50000, Stored update 21000 of 50000 -2 * Loglike = 2032.912321 Actual update 21050 of 50000, Stored update 21050 of 50000 -2 * Loglike = 2011.211582 Actual update 21100 of 50000, Stored update 21100 of 50000 -2 * Loglike = 2030.012646 Actual update 21150 of 50000, Stored update 21150 of 50000 -2 * Loglike = 2025.173285 Actual update 21200 of 50000, Stored update 21200 of 50000 -2 * Loglike = 2014.930362 Actual update 21250 of 50000, Stored update 21250 of 50000 -2 * Loglike = 2022.950844 Actual update 21300 of 50000, Stored update 21300 of 50000 -2 * Loglike = 2021.313010 Actual update 21350 of 50000, Stored update 21350 of 50000 -2 * Loglike = 2009.864061 Actual update 21400 of 50000, Stored update 21400 of 50000 -2 * Loglike = 2024.151163 Actual update 21450 of 50000, Stored update 21450 of 50000 -2 * Loglike = 2033.319426 Actual update 21500 of 50000, Stored update 21500 of 50000 -2 * Loglike = 2028.538334 Actual update 21550 of 50000, Stored update 21550 of 50000 -2 * Loglike = 2043.220488 Actual update 21600 of 50000, Stored update 21600 of 50000 -2 * Loglike = 2059.298544 Actual update 21650 of 50000, Stored update 21650 of 50000 -2 * Loglike = 2038.758862 Actual update 21700 of 50000, Stored update 21700 of 50000 -2 * Loglike = 2020.595761 Actual update 21750 of 50000, Stored update 21750 of 50000 -2 * Loglike = 2017.343621 Actual update 21800 of 50000, Stored update 21800 of 50000 -2 * Loglike = 2027.376413 Actual update 21850 of 50000, Stored update 21850 of 50000 -2 * Loglike = 2026.566124 Actual update 21900 of 50000, Stored update 21900 of 50000 -2 * Loglike = 2035.967342 Actual update 21950 of 50000, Stored update 21950 of 50000 -2 * Loglike = 2028.475784 Actual update 22000 of 50000, Stored update 22000 of 50000 -2 * Loglike = 2024.868919 Actual update 22050 of 50000, Stored update 22050 of 50000 -2 * Loglike = 2042.126570 Actual update 22100 of 50000, Stored update 22100 of 50000 -2 * Loglike = 2056.404657 Actual update 22150 of 50000, Stored update 22150 of 50000 -2 * Loglike = 2013.714072 Actual update 22200 of 50000, Stored update 22200 of 50000 -2 * Loglike = 2022.009488 Actual update 22250 of 50000, Stored update 22250 of 50000 -2 * Loglike = 2050.439211 Actual update 22300 of 50000, Stored update 22300 of 50000 -2 * Loglike = 2040.589181 Actual update 22350 of 50000, Stored update 22350 of 50000 -2 * Loglike = 2034.269128 Actual update 22400 of 50000, Stored update 22400 of 50000 -2 * Loglike = 2015.509836 Actual update 22450 of 50000, Stored update 22450 of 50000 -2 * Loglike = 2051.899979 Actual update 22500 of 50000, Stored update 22500 of 50000 -2 * Loglike = 2030.473997 Actual update 22550 of 50000, Stored update 22550 of 50000 -2 * Loglike = 2041.584011 Actual update 22600 of 50000, Stored update 22600 of 50000 -2 * Loglike = 2029.786306 Actual update 22650 of 50000, Stored update 22650 of 50000 -2 * Loglike = 2036.963147 Actual update 22700 of 50000, Stored update 22700 of 50000 -2 * Loglike = 2045.662950 Actual update 22750 of 50000, Stored update 22750 of 50000 -2 * Loglike = 2028.138581 Actual update 22800 of 50000, Stored update 22800 of 50000 -2 * Loglike = 2037.090322 Actual update 22850 of 50000, Stored update 22850 of 50000 -2 * Loglike = 2027.016542 Actual update 22900 of 50000, Stored update 22900 of 50000 -2 * Loglike = 2042.057188 Actual update 22950 of 50000, Stored update 22950 of 50000 -2 * Loglike = 2047.219004 Actual update 23000 of 50000, Stored update 23000 of 50000 -2 * Loglike = 2018.453744 Actual update 23050 of 50000, Stored update 23050 of 50000 -2 * Loglike = 2032.687523 Actual update 23100 of 50000, Stored update 23100 of 50000 -2 * Loglike = 2019.815320 Actual update 23150 of 50000, Stored update 23150 of 50000 -2 * Loglike = 2041.209637 Actual update 23200 of 50000, Stored update 23200 of 50000 -2 * Loglike = 2035.353001 Actual update 23250 of 50000, Stored update 23250 of 50000 -2 * Loglike = 2015.151383 Actual update 23300 of 50000, Stored update 23300 of 50000 -2 * Loglike = 2032.305773 Actual update 23350 of 50000, Stored update 23350 of 50000 -2 * Loglike = 2034.398716 Actual update 23400 of 50000, Stored update 23400 of 50000 -2 * Loglike = 2043.466397 Actual update 23450 of 50000, Stored update 23450 of 50000 -2 * Loglike = 2052.322313 Actual update 23500 of 50000, Stored update 23500 of 50000 -2 * Loglike = 2005.390740 Actual update 23550 of 50000, Stored update 23550 of 50000 -2 * Loglike = 2021.340409 Actual update 23600 of 50000, Stored update 23600 of 50000 -2 * Loglike = 2030.011046 Actual update 23650 of 50000, Stored update 23650 of 50000 -2 * Loglike = 2025.600784 Actual update 23700 of 50000, Stored update 23700 of 50000 -2 * Loglike = 2028.080109 Actual update 23750 of 50000, Stored update 23750 of 50000 -2 * Loglike = 2051.624530 Actual update 23800 of 50000, Stored update 23800 of 50000 -2 * Loglike = 2040.304535 Actual update 23850 of 50000, Stored update 23850 of 50000 -2 * Loglike = 2013.884447 Actual update 23900 of 50000, Stored update 23900 of 50000 -2 * Loglike = 2044.722433 Actual update 23950 of 50000, Stored update 23950 of 50000 -2 * Loglike = 2005.936569 Actual update 24000 of 50000, Stored update 24000 of 50000 -2 * Loglike = 2018.780229 Actual update 24050 of 50000, Stored update 24050 of 50000 -2 * Loglike = 2009.871197 Actual update 24100 of 50000, Stored update 24100 of 50000 -2 * Loglike = 2018.494503 Actual update 24150 of 50000, Stored update 24150 of 50000 -2 * Loglike = 2025.027573 Actual update 24200 of 50000, Stored update 24200 of 50000 -2 * Loglike = 2039.010697 Actual update 24250 of 50000, Stored update 24250 of 50000 -2 * Loglike = 2032.867733 Actual update 24300 of 50000, Stored update 24300 of 50000 -2 * Loglike = 2017.457782 Actual update 24350 of 50000, Stored update 24350 of 50000 -2 * Loglike = 1994.509930 Actual update 24400 of 50000, Stored update 24400 of 50000 -2 * Loglike = 2013.977529 Actual update 24450 of 50000, Stored update 24450 of 50000 -2 * Loglike = 2036.617908 Actual update 24500 of 50000, Stored update 24500 of 50000 -2 * Loglike = 2012.461922 Actual update 24550 of 50000, Stored update 24550 of 50000 -2 * Loglike = 2031.808132 Actual update 24600 of 50000, Stored update 24600 of 50000 -2 * Loglike = 2028.416804 Actual update 24650 of 50000, Stored update 24650 of 50000 -2 * Loglike = 2014.193043 Actual update 24700 of 50000, Stored update 24700 of 50000 -2 * Loglike = 2024.931766 Actual update 24750 of 50000, Stored update 24750 of 50000 -2 * Loglike = 2047.236960 Actual update 24800 of 50000, Stored update 24800 of 50000 -2 * Loglike = 2039.950583 Actual update 24850 of 50000, Stored update 24850 of 50000 -2 * Loglike = 2013.193773 Actual update 24900 of 50000, Stored update 24900 of 50000 -2 * Loglike = 2011.491544 Actual update 24950 of 50000, Stored update 24950 of 50000 -2 * Loglike = 2032.328625 Actual update 25000 of 50000, Stored update 25000 of 50000 -2 * Loglike = 2011.876962 Actual update 25050 of 50000, Stored update 25050 of 50000 -2 * Loglike = 2009.348369 Actual update 25100 of 50000, Stored update 25100 of 50000 -2 * Loglike = 2025.571567 Actual update 25150 of 50000, Stored update 25150 of 50000 -2 * Loglike = 2010.072126 Actual update 25200 of 50000, Stored update 25200 of 50000 -2 * Loglike = 2037.147651 Actual update 25250 of 50000, Stored update 25250 of 50000 -2 * Loglike = 2011.388243 Actual update 25300 of 50000, Stored update 25300 of 50000 -2 * Loglike = 2030.310827 Actual update 25350 of 50000, Stored update 25350 of 50000 -2 * Loglike = 2035.989508 Actual update 25400 of 50000, Stored update 25400 of 50000 -2 * Loglike = 2045.683911 Actual update 25450 of 50000, Stored update 25450 of 50000 -2 * Loglike = 2011.655336 Actual update 25500 of 50000, Stored update 25500 of 50000 -2 * Loglike = 2029.929352 Actual update 25550 of 50000, Stored update 25550 of 50000 -2 * Loglike = 2030.180862 Actual update 25600 of 50000, Stored update 25600 of 50000 -2 * Loglike = 2027.724948 Actual update 25650 of 50000, Stored update 25650 of 50000 -2 * Loglike = 2041.863454 Actual update 25700 of 50000, Stored update 25700 of 50000 -2 * Loglike = 2020.965550 Actual update 25750 of 50000, Stored update 25750 of 50000 -2 * Loglike = 2023.860228 Actual update 25800 of 50000, Stored update 25800 of 50000 -2 * Loglike = 2020.058143 Actual update 25850 of 50000, Stored update 25850 of 50000 -2 * Loglike = 2053.995673 Actual update 25900 of 50000, Stored update 25900 of 50000 -2 * Loglike = 2052.825579 Actual update 25950 of 50000, Stored update 25950 of 50000 -2 * Loglike = 2057.874450 Actual update 26000 of 50000, Stored update 26000 of 50000 -2 * Loglike = 2018.740323 Actual update 26050 of 50000, Stored update 26050 of 50000 -2 * Loglike = 2012.837005 Actual update 26100 of 50000, Stored update 26100 of 50000 -2 * Loglike = 2027.103049 Actual update 26150 of 50000, Stored update 26150 of 50000 -2 * Loglike = 2012.293941 Actual update 26200 of 50000, Stored update 26200 of 50000 -2 * Loglike = 2025.363773 Actual update 26250 of 50000, Stored update 26250 of 50000 -2 * Loglike = 2022.479819 Actual update 26300 of 50000, Stored update 26300 of 50000 -2 * Loglike = 2070.634490 Actual update 26350 of 50000, Stored update 26350 of 50000 -2 * Loglike = 2006.477082 Actual update 26400 of 50000, Stored update 26400 of 50000 -2 * Loglike = 2021.638218 Actual update 26450 of 50000, Stored update 26450 of 50000 -2 * Loglike = 2012.798425 Actual update 26500 of 50000, Stored update 26500 of 50000 -2 * Loglike = 2026.729539 Actual update 26550 of 50000, Stored update 26550 of 50000 -2 * Loglike = 2040.843165 Actual update 26600 of 50000, Stored update 26600 of 50000 -2 * Loglike = 2010.616828 Actual update 26650 of 50000, Stored update 26650 of 50000 -2 * Loglike = 2028.477110 Actual update 26700 of 50000, Stored update 26700 of 50000 -2 * Loglike = 2038.145023 Actual update 26750 of 50000, Stored update 26750 of 50000 -2 * Loglike = 2037.424494 Actual update 26800 of 50000, Stored update 26800 of 50000 -2 * Loglike = 2044.540217 Actual update 26850 of 50000, Stored update 26850 of 50000 -2 * Loglike = 2022.910841 Actual update 26900 of 50000, Stored update 26900 of 50000 -2 * Loglike = 2015.990806 Actual update 26950 of 50000, Stored update 26950 of 50000 -2 * Loglike = 2031.718296 Actual update 27000 of 50000, Stored update 27000 of 50000 -2 * Loglike = 2026.315952 Actual update 27050 of 50000, Stored update 27050 of 50000 -2 * Loglike = 2029.591976 Actual update 27100 of 50000, Stored update 27100 of 50000 -2 * Loglike = 2012.014665 Actual update 27150 of 50000, Stored update 27150 of 50000 -2 * Loglike = 2034.316698 Actual update 27200 of 50000, Stored update 27200 of 50000 -2 * Loglike = 2019.593341 Actual update 27250 of 50000, Stored update 27250 of 50000 -2 * Loglike = 2014.919712 Actual update 27300 of 50000, Stored update 27300 of 50000 -2 * Loglike = 2025.785233 Actual update 27350 of 50000, Stored update 27350 of 50000 -2 * Loglike = 2039.894283 Actual update 27400 of 50000, Stored update 27400 of 50000 -2 * Loglike = 2043.231256 Actual update 27450 of 50000, Stored update 27450 of 50000 -2 * Loglike = 2046.076716 Actual update 27500 of 50000, Stored update 27500 of 50000 -2 * Loglike = 2012.691209 Actual update 27550 of 50000, Stored update 27550 of 50000 -2 * Loglike = 2025.754593 Actual update 27600 of 50000, Stored update 27600 of 50000 -2 * Loglike = 2019.711690 Actual update 27650 of 50000, Stored update 27650 of 50000 -2 * Loglike = 2011.151933 Actual update 27700 of 50000, Stored update 27700 of 50000 -2 * Loglike = 2014.666380 Actual update 27750 of 50000, Stored update 27750 of 50000 -2 * Loglike = 2025.106082 Actual update 27800 of 50000, Stored update 27800 of 50000 -2 * Loglike = 2024.878501 Actual update 27850 of 50000, Stored update 27850 of 50000 -2 * Loglike = 2005.664574 Actual update 27900 of 50000, Stored update 27900 of 50000 -2 * Loglike = 2002.757927 Actual update 27950 of 50000, Stored update 27950 of 50000 -2 * Loglike = 2008.236716 Actual update 28000 of 50000, Stored update 28000 of 50000 -2 * Loglike = 2013.814245 Actual update 28050 of 50000, Stored update 28050 of 50000 -2 * Loglike = 2046.140399 Actual update 28100 of 50000, Stored update 28100 of 50000 -2 * Loglike = 2023.212026 Actual update 28150 of 50000, Stored update 28150 of 50000 -2 * Loglike = 2040.638944 Actual update 28200 of 50000, Stored update 28200 of 50000 -2 * Loglike = 2022.991924 Actual update 28250 of 50000, Stored update 28250 of 50000 -2 * Loglike = 2034.183993 Actual update 28300 of 50000, Stored update 28300 of 50000 -2 * Loglike = 2000.727768 Actual update 28350 of 50000, Stored update 28350 of 50000 -2 * Loglike = 2014.647405 Actual update 28400 of 50000, Stored update 28400 of 50000 -2 * Loglike = 2001.600839 Actual update 28450 of 50000, Stored update 28450 of 50000 -2 * Loglike = 2021.568989 Actual update 28500 of 50000, Stored update 28500 of 50000 -2 * Loglike = 2009.218246 Actual update 28550 of 50000, Stored update 28550 of 50000 -2 * Loglike = 2027.489128 Actual update 28600 of 50000, Stored update 28600 of 50000 -2 * Loglike = 2025.047853 Actual update 28650 of 50000, Stored update 28650 of 50000 -2 * Loglike = 2021.672209 Actual update 28700 of 50000, Stored update 28700 of 50000 -2 * Loglike = 2010.232429 Actual update 28750 of 50000, Stored update 28750 of 50000 -2 * Loglike = 2044.780654 Actual update 28800 of 50000, Stored update 28800 of 50000 -2 * Loglike = 2032.629818 Actual update 28850 of 50000, Stored update 28850 of 50000 -2 * Loglike = 2023.777310 Actual update 28900 of 50000, Stored update 28900 of 50000 -2 * Loglike = 2045.207928 Actual update 28950 of 50000, Stored update 28950 of 50000 -2 * Loglike = 2021.562720 Actual update 29000 of 50000, Stored update 29000 of 50000 -2 * Loglike = 2012.154616 Actual update 29050 of 50000, Stored update 29050 of 50000 -2 * Loglike = 2047.404386 Actual update 29100 of 50000, Stored update 29100 of 50000 -2 * Loglike = 2024.694491 Actual update 29150 of 50000, Stored update 29150 of 50000 -2 * Loglike = 2044.829103 Actual update 29200 of 50000, Stored update 29200 of 50000 -2 * Loglike = 2027.119516 Actual update 29250 of 50000, Stored update 29250 of 50000 -2 * Loglike = 2023.594112 Actual update 29300 of 50000, Stored update 29300 of 50000 -2 * Loglike = 2021.785146 Actual update 29350 of 50000, Stored update 29350 of 50000 -2 * Loglike = 2032.945655 Actual update 29400 of 50000, Stored update 29400 of 50000 -2 * Loglike = 2034.521310 Actual update 29450 of 50000, Stored update 29450 of 50000 -2 * Loglike = 2025.463201 Actual update 29500 of 50000, Stored update 29500 of 50000 -2 * Loglike = 2043.347628 Actual update 29550 of 50000, Stored update 29550 of 50000 -2 * Loglike = 2027.297468 Actual update 29600 of 50000, Stored update 29600 of 50000 -2 * Loglike = 2019.475867 Actual update 29650 of 50000, Stored update 29650 of 50000 -2 * Loglike = 2023.112975 Actual update 29700 of 50000, Stored update 29700 of 50000 -2 * Loglike = 2015.077122 Actual update 29750 of 50000, Stored update 29750 of 50000 -2 * Loglike = 2043.646389 Actual update 29800 of 50000, Stored update 29800 of 50000 -2 * Loglike = 2017.525062 Actual update 29850 of 50000, Stored update 29850 of 50000 -2 * Loglike = 2037.715045 Actual update 29900 of 50000, Stored update 29900 of 50000 -2 * Loglike = 2019.033653 Actual update 29950 of 50000, Stored update 29950 of 50000 -2 * Loglike = 2035.481455 Actual update 30000 of 50000, Stored update 30000 of 50000 -2 * Loglike = 2029.868684 Actual update 30050 of 50000, Stored update 30050 of 50000 -2 * Loglike = 2028.515579 Actual update 30100 of 50000, Stored update 30100 of 50000 -2 * Loglike = 2038.124197 Actual update 30150 of 50000, Stored update 30150 of 50000 -2 * Loglike = 2025.368066 Actual update 30200 of 50000, Stored update 30200 of 50000 -2 * Loglike = 2035.484450 Actual update 30250 of 50000, Stored update 30250 of 50000 -2 * Loglike = 2015.261206 Actual update 30300 of 50000, Stored update 30300 of 50000 -2 * Loglike = 2042.532134 Actual update 30350 of 50000, Stored update 30350 of 50000 -2 * Loglike = 2007.329582 Actual update 30400 of 50000, Stored update 30400 of 50000 -2 * Loglike = 2043.333358 Actual update 30450 of 50000, Stored update 30450 of 50000 -2 * Loglike = 2025.674427 Actual update 30500 of 50000, Stored update 30500 of 50000 -2 * Loglike = 2057.503343 Actual update 30550 of 50000, Stored update 30550 of 50000 -2 * Loglike = 2021.814669 Actual update 30600 of 50000, Stored update 30600 of 50000 -2 * Loglike = 2016.082685 Actual update 30650 of 50000, Stored update 30650 of 50000 -2 * Loglike = 2041.897828 Actual update 30700 of 50000, Stored update 30700 of 50000 -2 * Loglike = 2033.921011 Actual update 30750 of 50000, Stored update 30750 of 50000 -2 * Loglike = 2058.730681 Actual update 30800 of 50000, Stored update 30800 of 50000 -2 * Loglike = 2011.526581 Actual update 30850 of 50000, Stored update 30850 of 50000 -2 * Loglike = 2030.820549 Actual update 30900 of 50000, Stored update 30900 of 50000 -2 * Loglike = 2028.057826 Actual update 30950 of 50000, Stored update 30950 of 50000 -2 * Loglike = 2016.627231 Actual update 31000 of 50000, Stored update 31000 of 50000 -2 * Loglike = 2019.751991 Actual update 31050 of 50000, Stored update 31050 of 50000 -2 * Loglike = 2043.577273 Actual update 31100 of 50000, Stored update 31100 of 50000 -2 * Loglike = 2041.992259 Actual update 31150 of 50000, Stored update 31150 of 50000 -2 * Loglike = 2019.755866 Actual update 31200 of 50000, Stored update 31200 of 50000 -2 * Loglike = 2013.383425 Actual update 31250 of 50000, Stored update 31250 of 50000 -2 * Loglike = 2025.804272 Actual update 31300 of 50000, Stored update 31300 of 50000 -2 * Loglike = 2019.108061 Actual update 31350 of 50000, Stored update 31350 of 50000 -2 * Loglike = 2012.962579 Actual update 31400 of 50000, Stored update 31400 of 50000 -2 * Loglike = 2020.961092 Actual update 31450 of 50000, Stored update 31450 of 50000 -2 * Loglike = 2028.168610 Actual update 31500 of 50000, Stored update 31500 of 50000 -2 * Loglike = 2028.984211 Actual update 31550 of 50000, Stored update 31550 of 50000 -2 * Loglike = 2020.380139 Actual update 31600 of 50000, Stored update 31600 of 50000 -2 * Loglike = 2037.933028 Actual update 31650 of 50000, Stored update 31650 of 50000 -2 * Loglike = 2045.702144 Actual update 31700 of 50000, Stored update 31700 of 50000 -2 * Loglike = 2039.716864 Actual update 31750 of 50000, Stored update 31750 of 50000 -2 * Loglike = 2031.242096 Actual update 31800 of 50000, Stored update 31800 of 50000 -2 * Loglike = 2011.873862 Actual update 31850 of 50000, Stored update 31850 of 50000 -2 * Loglike = 2038.935394 Actual update 31900 of 50000, Stored update 31900 of 50000 -2 * Loglike = 2031.075267 Actual update 31950 of 50000, Stored update 31950 of 50000 -2 * Loglike = 2005.720691 Actual update 32000 of 50000, Stored update 32000 of 50000 -2 * Loglike = 2024.864242 Actual update 32050 of 50000, Stored update 32050 of 50000 -2 * Loglike = 2021.041316 Actual update 32100 of 50000, Stored update 32100 of 50000 -2 * Loglike = 2049.555466 Actual update 32150 of 50000, Stored update 32150 of 50000 -2 * Loglike = 2031.460635 Actual update 32200 of 50000, Stored update 32200 of 50000 -2 * Loglike = 2059.044538 Actual update 32250 of 50000, Stored update 32250 of 50000 -2 * Loglike = 2023.056355 Actual update 32300 of 50000, Stored update 32300 of 50000 -2 * Loglike = 2027.730788 Actual update 32350 of 50000, Stored update 32350 of 50000 -2 * Loglike = 2006.361418 Actual update 32400 of 50000, Stored update 32400 of 50000 -2 * Loglike = 2045.622549 Actual update 32450 of 50000, Stored update 32450 of 50000 -2 * Loglike = 2025.114472 Actual update 32500 of 50000, Stored update 32500 of 50000 -2 * Loglike = 2014.535128 Actual update 32550 of 50000, Stored update 32550 of 50000 -2 * Loglike = 2012.274912 Actual update 32600 of 50000, Stored update 32600 of 50000 -2 * Loglike = 2040.496527 Actual update 32650 of 50000, Stored update 32650 of 50000 -2 * Loglike = 2017.725780 Actual update 32700 of 50000, Stored update 32700 of 50000 -2 * Loglike = 2030.678788 Actual update 32750 of 50000, Stored update 32750 of 50000 -2 * Loglike = 2021.074808 Actual update 32800 of 50000, Stored update 32800 of 50000 -2 * Loglike = 2005.736834 Actual update 32850 of 50000, Stored update 32850 of 50000 -2 * Loglike = 2007.418938 Actual update 32900 of 50000, Stored update 32900 of 50000 -2 * Loglike = 2029.034869 Actual update 32950 of 50000, Stored update 32950 of 50000 -2 * Loglike = 2049.722394 Actual update 33000 of 50000, Stored update 33000 of 50000 -2 * Loglike = 2045.373063 Actual update 33050 of 50000, Stored update 33050 of 50000 -2 * Loglike = 2021.634353 Actual update 33100 of 50000, Stored update 33100 of 50000 -2 * Loglike = 2026.615617 Actual update 33150 of 50000, Stored update 33150 of 50000 -2 * Loglike = 2036.555921 Actual update 33200 of 50000, Stored update 33200 of 50000 -2 * Loglike = 2021.295426 Actual update 33250 of 50000, Stored update 33250 of 50000 -2 * Loglike = 2039.712370 Actual update 33300 of 50000, Stored update 33300 of 50000 -2 * Loglike = 2021.228967 Actual update 33350 of 50000, Stored update 33350 of 50000 -2 * Loglike = 2046.507339 Actual update 33400 of 50000, Stored update 33400 of 50000 -2 * Loglike = 2019.223859 Actual update 33450 of 50000, Stored update 33450 of 50000 -2 * Loglike = 2030.613155 Actual update 33500 of 50000, Stored update 33500 of 50000 -2 * Loglike = 2025.806036 Actual update 33550 of 50000, Stored update 33550 of 50000 -2 * Loglike = 2028.868433 Actual update 33600 of 50000, Stored update 33600 of 50000 -2 * Loglike = 2019.419776 Actual update 33650 of 50000, Stored update 33650 of 50000 -2 * Loglike = 2033.993165 Actual update 33700 of 50000, Stored update 33700 of 50000 -2 * Loglike = 2037.769823 Actual update 33750 of 50000, Stored update 33750 of 50000 -2 * Loglike = 2017.926027 Actual update 33800 of 50000, Stored update 33800 of 50000 -2 * Loglike = 2021.891967 Actual update 33850 of 50000, Stored update 33850 of 50000 -2 * Loglike = 2009.313459 Actual update 33900 of 50000, Stored update 33900 of 50000 -2 * Loglike = 2008.926565 Actual update 33950 of 50000, Stored update 33950 of 50000 -2 * Loglike = 2015.104203 Actual update 34000 of 50000, Stored update 34000 of 50000 -2 * Loglike = 2031.382924 Actual update 34050 of 50000, Stored update 34050 of 50000 -2 * Loglike = 2023.540816 Actual update 34100 of 50000, Stored update 34100 of 50000 -2 * Loglike = 2008.231187 Actual update 34150 of 50000, Stored update 34150 of 50000 -2 * Loglike = 2037.278535 Actual update 34200 of 50000, Stored update 34200 of 50000 -2 * Loglike = 2034.422747 Actual update 34250 of 50000, Stored update 34250 of 50000 -2 * Loglike = 2025.009175 Actual update 34300 of 50000, Stored update 34300 of 50000 -2 * Loglike = 2018.584622 Actual update 34350 of 50000, Stored update 34350 of 50000 -2 * Loglike = 2063.352717 Actual update 34400 of 50000, Stored update 34400 of 50000 -2 * Loglike = 2010.971246 Actual update 34450 of 50000, Stored update 34450 of 50000 -2 * Loglike = 2019.523493 Actual update 34500 of 50000, Stored update 34500 of 50000 -2 * Loglike = 2030.296657 Actual update 34550 of 50000, Stored update 34550 of 50000 -2 * Loglike = 2036.326759 Actual update 34600 of 50000, Stored update 34600 of 50000 -2 * Loglike = 2047.530182 Actual update 34650 of 50000, Stored update 34650 of 50000 -2 * Loglike = 2008.169481 Actual update 34700 of 50000, Stored update 34700 of 50000 -2 * Loglike = 2004.927189 Actual update 34750 of 50000, Stored update 34750 of 50000 -2 * Loglike = 2012.946736 Actual update 34800 of 50000, Stored update 34800 of 50000 -2 * Loglike = 2013.194063 Actual update 34850 of 50000, Stored update 34850 of 50000 -2 * Loglike = 2034.733695 Actual update 34900 of 50000, Stored update 34900 of 50000 -2 * Loglike = 2003.497045 Actual update 34950 of 50000, Stored update 34950 of 50000 -2 * Loglike = 2026.474711 Actual update 35000 of 50000, Stored update 35000 of 50000 -2 * Loglike = 2031.158307 Actual update 35050 of 50000, Stored update 35050 of 50000 -2 * Loglike = 2017.201525 Actual update 35100 of 50000, Stored update 35100 of 50000 -2 * Loglike = 2039.671214 Actual update 35150 of 50000, Stored update 35150 of 50000 -2 * Loglike = 2021.690481 Actual update 35200 of 50000, Stored update 35200 of 50000 -2 * Loglike = 2030.290287 Actual update 35250 of 50000, Stored update 35250 of 50000 -2 * Loglike = 2053.762109 Actual update 35300 of 50000, Stored update 35300 of 50000 -2 * Loglike = 2022.752649 Actual update 35350 of 50000, Stored update 35350 of 50000 -2 * Loglike = 2013.924725 Actual update 35400 of 50000, Stored update 35400 of 50000 -2 * Loglike = 2035.890164 Actual update 35450 of 50000, Stored update 35450 of 50000 -2 * Loglike = 2013.040709 Actual update 35500 of 50000, Stored update 35500 of 50000 -2 * Loglike = 2012.376902 Actual update 35550 of 50000, Stored update 35550 of 50000 -2 * Loglike = 2051.643685 Actual update 35600 of 50000, Stored update 35600 of 50000 -2 * Loglike = 2020.806104 Actual update 35650 of 50000, Stored update 35650 of 50000 -2 * Loglike = 2018.443654 Actual update 35700 of 50000, Stored update 35700 of 50000 -2 * Loglike = 2038.974467 Actual update 35750 of 50000, Stored update 35750 of 50000 -2 * Loglike = 2030.388767 Actual update 35800 of 50000, Stored update 35800 of 50000 -2 * Loglike = 2017.299934 Actual update 35850 of 50000, Stored update 35850 of 50000 -2 * Loglike = 2031.793355 Actual update 35900 of 50000, Stored update 35900 of 50000 -2 * Loglike = 2028.183868 Actual update 35950 of 50000, Stored update 35950 of 50000 -2 * Loglike = 2027.274483 Actual update 36000 of 50000, Stored update 36000 of 50000 -2 * Loglike = 2025.832513 Actual update 36050 of 50000, Stored update 36050 of 50000 -2 * Loglike = 2020.416166 Actual update 36100 of 50000, Stored update 36100 of 50000 -2 * Loglike = 2021.715547 Actual update 36150 of 50000, Stored update 36150 of 50000 -2 * Loglike = 2023.729406 Actual update 36200 of 50000, Stored update 36200 of 50000 -2 * Loglike = 2043.528939 Actual update 36250 of 50000, Stored update 36250 of 50000 -2 * Loglike = 2041.569710 Actual update 36300 of 50000, Stored update 36300 of 50000 -2 * Loglike = 2010.878105 Actual update 36350 of 50000, Stored update 36350 of 50000 -2 * Loglike = 2038.047506 Actual update 36400 of 50000, Stored update 36400 of 50000 -2 * Loglike = 2024.696973 Actual update 36450 of 50000, Stored update 36450 of 50000 -2 * Loglike = 2019.819854 Actual update 36500 of 50000, Stored update 36500 of 50000 -2 * Loglike = 2031.983827 Actual update 36550 of 50000, Stored update 36550 of 50000 -2 * Loglike = 2034.955354 Actual update 36600 of 50000, Stored update 36600 of 50000 -2 * Loglike = 2002.043896 Actual update 36650 of 50000, Stored update 36650 of 50000 -2 * Loglike = 2035.661016 Actual update 36700 of 50000, Stored update 36700 of 50000 -2 * Loglike = 2019.326973 Actual update 36750 of 50000, Stored update 36750 of 50000 -2 * Loglike = 2020.394699 Actual update 36800 of 50000, Stored update 36800 of 50000 -2 * Loglike = 2026.237967 Actual update 36850 of 50000, Stored update 36850 of 50000 -2 * Loglike = 2049.384216 Actual update 36900 of 50000, Stored update 36900 of 50000 -2 * Loglike = 2002.989685 Actual update 36950 of 50000, Stored update 36950 of 50000 -2 * Loglike = 2023.844080 Actual update 37000 of 50000, Stored update 37000 of 50000 -2 * Loglike = 2022.967108 Actual update 37050 of 50000, Stored update 37050 of 50000 -2 * Loglike = 2029.190416 Actual update 37100 of 50000, Stored update 37100 of 50000 -2 * Loglike = 2039.386666 Actual update 37150 of 50000, Stored update 37150 of 50000 -2 * Loglike = 2032.816620 Actual update 37200 of 50000, Stored update 37200 of 50000 -2 * Loglike = 2035.030444 Actual update 37250 of 50000, Stored update 37250 of 50000 -2 * Loglike = 2024.521732 Actual update 37300 of 50000, Stored update 37300 of 50000 -2 * Loglike = 2048.479950 Actual update 37350 of 50000, Stored update 37350 of 50000 -2 * Loglike = 2034.946976 Actual update 37400 of 50000, Stored update 37400 of 50000 -2 * Loglike = 2028.646021 Actual update 37450 of 50000, Stored update 37450 of 50000 -2 * Loglike = 2037.492760 Actual update 37500 of 50000, Stored update 37500 of 50000 -2 * Loglike = 2023.385140 Actual update 37550 of 50000, Stored update 37550 of 50000 -2 * Loglike = 2005.983444 Actual update 37600 of 50000, Stored update 37600 of 50000 -2 * Loglike = 2052.009812 Actual update 37650 of 50000, Stored update 37650 of 50000 -2 * Loglike = 2036.296627 Actual update 37700 of 50000, Stored update 37700 of 50000 -2 * Loglike = 2005.593127 Actual update 37750 of 50000, Stored update 37750 of 50000 -2 * Loglike = 2035.684301 Actual update 37800 of 50000, Stored update 37800 of 50000 -2 * Loglike = 2036.895579 Actual update 37850 of 50000, Stored update 37850 of 50000 -2 * Loglike = 2028.930673 Actual update 37900 of 50000, Stored update 37900 of 50000 -2 * Loglike = 2026.892839 Actual update 37950 of 50000, Stored update 37950 of 50000 -2 * Loglike = 2034.416995 Actual update 38000 of 50000, Stored update 38000 of 50000 -2 * Loglike = 2025.559459 Actual update 38050 of 50000, Stored update 38050 of 50000 -2 * Loglike = 2037.746237 Actual update 38100 of 50000, Stored update 38100 of 50000 -2 * Loglike = 2033.616410 Actual update 38150 of 50000, Stored update 38150 of 50000 -2 * Loglike = 2028.795290 Actual update 38200 of 50000, Stored update 38200 of 50000 -2 * Loglike = 2023.677672 Actual update 38250 of 50000, Stored update 38250 of 50000 -2 * Loglike = 2018.378872 Actual update 38300 of 50000, Stored update 38300 of 50000 -2 * Loglike = 2013.856856 Actual update 38350 of 50000, Stored update 38350 of 50000 -2 * Loglike = 2041.587487 Actual update 38400 of 50000, Stored update 38400 of 50000 -2 * Loglike = 2028.884576 Actual update 38450 of 50000, Stored update 38450 of 50000 -2 * Loglike = 2024.737310 Actual update 38500 of 50000, Stored update 38500 of 50000 -2 * Loglike = 2030.566223 Actual update 38550 of 50000, Stored update 38550 of 50000 -2 * Loglike = 1996.166605 Actual update 38600 of 50000, Stored update 38600 of 50000 -2 * Loglike = 2036.649119 Actual update 38650 of 50000, Stored update 38650 of 50000 -2 * Loglike = 2014.919476 Actual update 38700 of 50000, Stored update 38700 of 50000 -2 * Loglike = 2044.254783 Actual update 38750 of 50000, Stored update 38750 of 50000 -2 * Loglike = 2044.310994 Actual update 38800 of 50000, Stored update 38800 of 50000 -2 * Loglike = 2040.673065 Actual update 38850 of 50000, Stored update 38850 of 50000 -2 * Loglike = 2045.227130 Actual update 38900 of 50000, Stored update 38900 of 50000 -2 * Loglike = 2040.182019 Actual update 38950 of 50000, Stored update 38950 of 50000 -2 * Loglike = 2030.319634 Actual update 39000 of 50000, Stored update 39000 of 50000 -2 * Loglike = 2029.391069 Actual update 39050 of 50000, Stored update 39050 of 50000 -2 * Loglike = 2018.583321 Actual update 39100 of 50000, Stored update 39100 of 50000 -2 * Loglike = 2008.542618 Actual update 39150 of 50000, Stored update 39150 of 50000 -2 * Loglike = 2027.827348 Actual update 39200 of 50000, Stored update 39200 of 50000 -2 * Loglike = 2026.139484 Actual update 39250 of 50000, Stored update 39250 of 50000 -2 * Loglike = 2024.527268 Actual update 39300 of 50000, Stored update 39300 of 50000 -2 * Loglike = 2023.401505 Actual update 39350 of 50000, Stored update 39350 of 50000 -2 * Loglike = 2013.664430 Actual update 39400 of 50000, Stored update 39400 of 50000 -2 * Loglike = 2036.262399 Actual update 39450 of 50000, Stored update 39450 of 50000 -2 * Loglike = 2008.427603 Actual update 39500 of 50000, Stored update 39500 of 50000 -2 * Loglike = 2021.016119 Actual update 39550 of 50000, Stored update 39550 of 50000 -2 * Loglike = 2025.543441 Actual update 39600 of 50000, Stored update 39600 of 50000 -2 * Loglike = 2027.184690 Actual update 39650 of 50000, Stored update 39650 of 50000 -2 * Loglike = 2043.236665 Actual update 39700 of 50000, Stored update 39700 of 50000 -2 * Loglike = 2014.519501 Actual update 39750 of 50000, Stored update 39750 of 50000 -2 * Loglike = 2013.546142 Actual update 39800 of 50000, Stored update 39800 of 50000 -2 * Loglike = 2028.795389 Actual update 39850 of 50000, Stored update 39850 of 50000 -2 * Loglike = 2008.041619 Actual update 39900 of 50000, Stored update 39900 of 50000 -2 * Loglike = 2039.170481 Actual update 39950 of 50000, Stored update 39950 of 50000 -2 * Loglike = 2032.165626 Actual update 40000 of 50000, Stored update 40000 of 50000 -2 * Loglike = 2025.939510 Actual update 40050 of 50000, Stored update 40050 of 50000 -2 * Loglike = 2043.917691 Actual update 40100 of 50000, Stored update 40100 of 50000 -2 * Loglike = 2043.419744 Actual update 40150 of 50000, Stored update 40150 of 50000 -2 * Loglike = 2016.963290 Actual update 40200 of 50000, Stored update 40200 of 50000 -2 * Loglike = 2025.676338 Actual update 40250 of 50000, Stored update 40250 of 50000 -2 * Loglike = 2034.812491 Actual update 40300 of 50000, Stored update 40300 of 50000 -2 * Loglike = 2015.476986 Actual update 40350 of 50000, Stored update 40350 of 50000 -2 * Loglike = 2031.724131 Actual update 40400 of 50000, Stored update 40400 of 50000 -2 * Loglike = 2028.464633 Actual update 40450 of 50000, Stored update 40450 of 50000 -2 * Loglike = 2025.329199 Actual update 40500 of 50000, Stored update 40500 of 50000 -2 * Loglike = 2023.881627 Actual update 40550 of 50000, Stored update 40550 of 50000 -2 * Loglike = 2050.694108 Actual update 40600 of 50000, Stored update 40600 of 50000 -2 * Loglike = 2029.651595 Actual update 40650 of 50000, Stored update 40650 of 50000 -2 * Loglike = 2018.346218 Actual update 40700 of 50000, Stored update 40700 of 50000 -2 * Loglike = 2026.441818 Actual update 40750 of 50000, Stored update 40750 of 50000 -2 * Loglike = 2020.148564 Actual update 40800 of 50000, Stored update 40800 of 50000 -2 * Loglike = 2019.166829 Actual update 40850 of 50000, Stored update 40850 of 50000 -2 * Loglike = 2019.120217 Actual update 40900 of 50000, Stored update 40900 of 50000 -2 * Loglike = 2025.242101 Actual update 40950 of 50000, Stored update 40950 of 50000 -2 * Loglike = 2024.600892 Actual update 41000 of 50000, Stored update 41000 of 50000 -2 * Loglike = 2029.496378 Actual update 41050 of 50000, Stored update 41050 of 50000 -2 * Loglike = 2060.369940 Actual update 41100 of 50000, Stored update 41100 of 50000 -2 * Loglike = 2016.637405 Actual update 41150 of 50000, Stored update 41150 of 50000 -2 * Loglike = 2026.763687 Actual update 41200 of 50000, Stored update 41200 of 50000 -2 * Loglike = 2022.744049 Actual update 41250 of 50000, Stored update 41250 of 50000 -2 * Loglike = 2018.659822 Actual update 41300 of 50000, Stored update 41300 of 50000 -2 * Loglike = 2009.578636 Actual update 41350 of 50000, Stored update 41350 of 50000 -2 * Loglike = 2032.900335 Actual update 41400 of 50000, Stored update 41400 of 50000 -2 * Loglike = 2038.330541 Actual update 41450 of 50000, Stored update 41450 of 50000 -2 * Loglike = 2019.730192 Actual update 41500 of 50000, Stored update 41500 of 50000 -2 * Loglike = 2041.614255 Actual update 41550 of 50000, Stored update 41550 of 50000 -2 * Loglike = 2020.457758 Actual update 41600 of 50000, Stored update 41600 of 50000 -2 * Loglike = 2018.424976 Actual update 41650 of 50000, Stored update 41650 of 50000 -2 * Loglike = 2025.828459 Actual update 41700 of 50000, Stored update 41700 of 50000 -2 * Loglike = 2049.353252 Actual update 41750 of 50000, Stored update 41750 of 50000 -2 * Loglike = 2022.160773 Actual update 41800 of 50000, Stored update 41800 of 50000 -2 * Loglike = 2008.402161 Actual update 41850 of 50000, Stored update 41850 of 50000 -2 * Loglike = 2029.239680 Actual update 41900 of 50000, Stored update 41900 of 50000 -2 * Loglike = 2021.169723 Actual update 41950 of 50000, Stored update 41950 of 50000 -2 * Loglike = 2015.779976 Actual update 42000 of 50000, Stored update 42000 of 50000 -2 * Loglike = 2055.104271 Actual update 42050 of 50000, Stored update 42050 of 50000 -2 * Loglike = 2022.926129 Actual update 42100 of 50000, Stored update 42100 of 50000 -2 * Loglike = 2011.026712 Actual update 42150 of 50000, Stored update 42150 of 50000 -2 * Loglike = 2029.146783 Actual update 42200 of 50000, Stored update 42200 of 50000 -2 * Loglike = 2028.513480 Actual update 42250 of 50000, Stored update 42250 of 50000 -2 * Loglike = 2040.598898 Actual update 42300 of 50000, Stored update 42300 of 50000 -2 * Loglike = 2016.835900 Actual update 42350 of 50000, Stored update 42350 of 50000 -2 * Loglike = 2036.504578 Actual update 42400 of 50000, Stored update 42400 of 50000 -2 * Loglike = 2028.758543 Actual update 42450 of 50000, Stored update 42450 of 50000 -2 * Loglike = 2045.703685 Actual update 42500 of 50000, Stored update 42500 of 50000 -2 * Loglike = 2056.762950 Actual update 42550 of 50000, Stored update 42550 of 50000 -2 * Loglike = 2023.696155 Actual update 42600 of 50000, Stored update 42600 of 50000 -2 * Loglike = 2034.333956 Actual update 42650 of 50000, Stored update 42650 of 50000 -2 * Loglike = 2029.691572 Actual update 42700 of 50000, Stored update 42700 of 50000 -2 * Loglike = 2020.868565 Actual update 42750 of 50000, Stored update 42750 of 50000 -2 * Loglike = 2015.896086 Actual update 42800 of 50000, Stored update 42800 of 50000 -2 * Loglike = 2048.642062 Actual update 42850 of 50000, Stored update 42850 of 50000 -2 * Loglike = 2038.894461 Actual update 42900 of 50000, Stored update 42900 of 50000 -2 * Loglike = 2021.360042 Actual update 42950 of 50000, Stored update 42950 of 50000 -2 * Loglike = 2031.600651 Actual update 43000 of 50000, Stored update 43000 of 50000 -2 * Loglike = 2049.125686 Actual update 43050 of 50000, Stored update 43050 of 50000 -2 * Loglike = 2026.500061 Actual update 43100 of 50000, Stored update 43100 of 50000 -2 * Loglike = 2022.605670 Actual update 43150 of 50000, Stored update 43150 of 50000 -2 * Loglike = 2021.854655 Actual update 43200 of 50000, Stored update 43200 of 50000 -2 * Loglike = 2018.024005 Actual update 43250 of 50000, Stored update 43250 of 50000 -2 * Loglike = 2032.594878 Actual update 43300 of 50000, Stored update 43300 of 50000 -2 * Loglike = 2045.003848 Actual update 43350 of 50000, Stored update 43350 of 50000 -2 * Loglike = 2032.521076 Actual update 43400 of 50000, Stored update 43400 of 50000 -2 * Loglike = 2016.447008 Actual update 43450 of 50000, Stored update 43450 of 50000 -2 * Loglike = 2038.167845 Actual update 43500 of 50000, Stored update 43500 of 50000 -2 * Loglike = 2057.342114 Actual update 43550 of 50000, Stored update 43550 of 50000 -2 * Loglike = 2008.560641 Actual update 43600 of 50000, Stored update 43600 of 50000 -2 * Loglike = 2029.100662 Actual update 43650 of 50000, Stored update 43650 of 50000 -2 * Loglike = 2038.093257 Actual update 43700 of 50000, Stored update 43700 of 50000 -2 * Loglike = 2033.852594 Actual update 43750 of 50000, Stored update 43750 of 50000 -2 * Loglike = 2020.505296 Actual update 43800 of 50000, Stored update 43800 of 50000 -2 * Loglike = 2012.396349 Actual update 43850 of 50000, Stored update 43850 of 50000 -2 * Loglike = 2025.879046 Actual update 43900 of 50000, Stored update 43900 of 50000 -2 * Loglike = 2003.849571 Actual update 43950 of 50000, Stored update 43950 of 50000 -2 * Loglike = 2029.232786 Actual update 44000 of 50000, Stored update 44000 of 50000 -2 * Loglike = 2028.543083 Actual update 44050 of 50000, Stored update 44050 of 50000 -2 * Loglike = 2023.852601 Actual update 44100 of 50000, Stored update 44100 of 50000 -2 * Loglike = 2033.850756 Actual update 44150 of 50000, Stored update 44150 of 50000 -2 * Loglike = 2009.003779 Actual update 44200 of 50000, Stored update 44200 of 50000 -2 * Loglike = 2010.605396 Actual update 44250 of 50000, Stored update 44250 of 50000 -2 * Loglike = 2018.687237 Actual update 44300 of 50000, Stored update 44300 of 50000 -2 * Loglike = 2018.184030 Actual update 44350 of 50000, Stored update 44350 of 50000 -2 * Loglike = 2024.673652 Actual update 44400 of 50000, Stored update 44400 of 50000 -2 * Loglike = 2029.103190 Actual update 44450 of 50000, Stored update 44450 of 50000 -2 * Loglike = 2000.640715 Actual update 44500 of 50000, Stored update 44500 of 50000 -2 * Loglike = 2023.269300 Actual update 44550 of 50000, Stored update 44550 of 50000 -2 * Loglike = 2022.387761 Actual update 44600 of 50000, Stored update 44600 of 50000 -2 * Loglike = 2036.207070 Actual update 44650 of 50000, Stored update 44650 of 50000 -2 * Loglike = 2035.483397 Actual update 44700 of 50000, Stored update 44700 of 50000 -2 * Loglike = 2028.839007 Actual update 44750 of 50000, Stored update 44750 of 50000 -2 * Loglike = 2006.869470 Actual update 44800 of 50000, Stored update 44800 of 50000 -2 * Loglike = 2036.455175 Actual update 44850 of 50000, Stored update 44850 of 50000 -2 * Loglike = 2036.273832 Actual update 44900 of 50000, Stored update 44900 of 50000 -2 * Loglike = 2028.094558 Actual update 44950 of 50000, Stored update 44950 of 50000 -2 * Loglike = 2029.134441 Actual update 45000 of 50000, Stored update 45000 of 50000 -2 * Loglike = 2042.049126 Actual update 45050 of 50000, Stored update 45050 of 50000 -2 * Loglike = 2032.206141 Actual update 45100 of 50000, Stored update 45100 of 50000 -2 * Loglike = 2034.601861 Actual update 45150 of 50000, Stored update 45150 of 50000 -2 * Loglike = 2056.145276 Actual update 45200 of 50000, Stored update 45200 of 50000 -2 * Loglike = 2011.172243 Actual update 45250 of 50000, Stored update 45250 of 50000 -2 * Loglike = 2009.555253 Actual update 45300 of 50000, Stored update 45300 of 50000 -2 * Loglike = 2036.202419 Actual update 45350 of 50000, Stored update 45350 of 50000 -2 * Loglike = 2009.179450 Actual update 45400 of 50000, Stored update 45400 of 50000 -2 * Loglike = 2030.594554 Actual update 45450 of 50000, Stored update 45450 of 50000 -2 * Loglike = 2042.139414 Actual update 45500 of 50000, Stored update 45500 of 50000 -2 * Loglike = 2028.305276 Actual update 45550 of 50000, Stored update 45550 of 50000 -2 * Loglike = 2040.137148 Actual update 45600 of 50000, Stored update 45600 of 50000 -2 * Loglike = 2016.311558 Actual update 45650 of 50000, Stored update 45650 of 50000 -2 * Loglike = 2034.795896 Actual update 45700 of 50000, Stored update 45700 of 50000 -2 * Loglike = 2029.918846 Actual update 45750 of 50000, Stored update 45750 of 50000 -2 * Loglike = 2012.956290 Actual update 45800 of 50000, Stored update 45800 of 50000 -2 * Loglike = 2048.494326 Actual update 45850 of 50000, Stored update 45850 of 50000 -2 * Loglike = 2042.693569 Actual update 45900 of 50000, Stored update 45900 of 50000 -2 * Loglike = 2031.893560 Actual update 45950 of 50000, Stored update 45950 of 50000 -2 * Loglike = 2024.719240 Actual update 46000 of 50000, Stored update 46000 of 50000 -2 * Loglike = 2042.537689 Actual update 46050 of 50000, Stored update 46050 of 50000 -2 * Loglike = 2022.169167 Actual update 46100 of 50000, Stored update 46100 of 50000 -2 * Loglike = 2016.998470 Actual update 46150 of 50000, Stored update 46150 of 50000 -2 * Loglike = 2025.358283 Actual update 46200 of 50000, Stored update 46200 of 50000 -2 * Loglike = 2038.314739 Actual update 46250 of 50000, Stored update 46250 of 50000 -2 * Loglike = 2024.959256 Actual update 46300 of 50000, Stored update 46300 of 50000 -2 * Loglike = 2020.187159 Actual update 46350 of 50000, Stored update 46350 of 50000 -2 * Loglike = 2032.057354 Actual update 46400 of 50000, Stored update 46400 of 50000 -2 * Loglike = 2041.363605 Actual update 46450 of 50000, Stored update 46450 of 50000 -2 * Loglike = 2030.763101 Actual update 46500 of 50000, Stored update 46500 of 50000 -2 * Loglike = 2067.925633 Actual update 46550 of 50000, Stored update 46550 of 50000 -2 * Loglike = 2019.562287 Actual update 46600 of 50000, Stored update 46600 of 50000 -2 * Loglike = 2014.945815 Actual update 46650 of 50000, Stored update 46650 of 50000 -2 * Loglike = 2022.699114 Actual update 46700 of 50000, Stored update 46700 of 50000 -2 * Loglike = 2010.872416 Actual update 46750 of 50000, Stored update 46750 of 50000 -2 * Loglike = 2011.440304 Actual update 46800 of 50000, Stored update 46800 of 50000 -2 * Loglike = 2064.222112 Actual update 46850 of 50000, Stored update 46850 of 50000 -2 * Loglike = 2011.939467 Actual update 46900 of 50000, Stored update 46900 of 50000 -2 * Loglike = 2024.932945 Actual update 46950 of 50000, Stored update 46950 of 50000 -2 * Loglike = 2031.357027 Actual update 47000 of 50000, Stored update 47000 of 50000 -2 * Loglike = 2028.941795 Actual update 47050 of 50000, Stored update 47050 of 50000 -2 * Loglike = 2048.350950 Actual update 47100 of 50000, Stored update 47100 of 50000 -2 * Loglike = 2013.655167 Actual update 47150 of 50000, Stored update 47150 of 50000 -2 * Loglike = 2017.094782 Actual update 47200 of 50000, Stored update 47200 of 50000 -2 * Loglike = 2039.142007 Actual update 47250 of 50000, Stored update 47250 of 50000 -2 * Loglike = 2020.543262 Actual update 47300 of 50000, Stored update 47300 of 50000 -2 * Loglike = 2044.596587 Actual update 47350 of 50000, Stored update 47350 of 50000 -2 * Loglike = 2001.902216 Actual update 47400 of 50000, Stored update 47400 of 50000 -2 * Loglike = 2018.562880 Actual update 47450 of 50000, Stored update 47450 of 50000 -2 * Loglike = 2039.709649 Actual update 47500 of 50000, Stored update 47500 of 50000 -2 * Loglike = 2045.625144 Actual update 47550 of 50000, Stored update 47550 of 50000 -2 * Loglike = 2007.980115 Actual update 47600 of 50000, Stored update 47600 of 50000 -2 * Loglike = 2017.302713 Actual update 47650 of 50000, Stored update 47650 of 50000 -2 * Loglike = 2034.924768 Actual update 47700 of 50000, Stored update 47700 of 50000 -2 * Loglike = 2025.523400 Actual update 47750 of 50000, Stored update 47750 of 50000 -2 * Loglike = 2019.039735 Actual update 47800 of 50000, Stored update 47800 of 50000 -2 * Loglike = 2013.133070 Actual update 47850 of 50000, Stored update 47850 of 50000 -2 * Loglike = 2025.121782 Actual update 47900 of 50000, Stored update 47900 of 50000 -2 * Loglike = 2023.738674 Actual update 47950 of 50000, Stored update 47950 of 50000 -2 * Loglike = 2020.347224 Actual update 48000 of 50000, Stored update 48000 of 50000 -2 * Loglike = 2048.517421 Actual update 48050 of 50000, Stored update 48050 of 50000 -2 * Loglike = 2047.492845 Actual update 48100 of 50000, Stored update 48100 of 50000 -2 * Loglike = 2038.616079 Actual update 48150 of 50000, Stored update 48150 of 50000 -2 * Loglike = 2018.276854 Actual update 48200 of 50000, Stored update 48200 of 50000 -2 * Loglike = 2009.635349 Actual update 48250 of 50000, Stored update 48250 of 50000 -2 * Loglike = 2016.726827 Actual update 48300 of 50000, Stored update 48300 of 50000 -2 * Loglike = 2023.998287 Actual update 48350 of 50000, Stored update 48350 of 50000 -2 * Loglike = 2010.977217 Actual update 48400 of 50000, Stored update 48400 of 50000 -2 * Loglike = 2027.141429 Actual update 48450 of 50000, Stored update 48450 of 50000 -2 * Loglike = 2029.042432 Actual update 48500 of 50000, Stored update 48500 of 50000 -2 * Loglike = 2026.121884 Actual update 48550 of 50000, Stored update 48550 of 50000 -2 * Loglike = 2029.574335 Actual update 48600 of 50000, Stored update 48600 of 50000 -2 * Loglike = 2026.817665 Actual update 48650 of 50000, Stored update 48650 of 50000 -2 * Loglike = 2045.587281 Actual update 48700 of 50000, Stored update 48700 of 50000 -2 * Loglike = 2032.568373 Actual update 48750 of 50000, Stored update 48750 of 50000 -2 * Loglike = 2022.538396 Actual update 48800 of 50000, Stored update 48800 of 50000 -2 * Loglike = 2039.802071 Actual update 48850 of 50000, Stored update 48850 of 50000 -2 * Loglike = 2022.243641 Actual update 48900 of 50000, Stored update 48900 of 50000 -2 * Loglike = 2034.881138 Actual update 48950 of 50000, Stored update 48950 of 50000 -2 * Loglike = 2027.489805 Actual update 49000 of 50000, Stored update 49000 of 50000 -2 * Loglike = 2019.570176 Actual update 49050 of 50000, Stored update 49050 of 50000 -2 * Loglike = 2004.806002 Actual update 49100 of 50000, Stored update 49100 of 50000 -2 * Loglike = 2019.883713 Actual update 49150 of 50000, Stored update 49150 of 50000 -2 * Loglike = 2049.462813 Actual update 49200 of 50000, Stored update 49200 of 50000 -2 * Loglike = 2015.693925 Actual update 49250 of 50000, Stored update 49250 of 50000 -2 * Loglike = 2013.083699 Actual update 49300 of 50000, Stored update 49300 of 50000 -2 * Loglike = 2019.652767 Actual update 49350 of 50000, Stored update 49350 of 50000 -2 * Loglike = 2010.519285 Actual update 49400 of 50000, Stored update 49400 of 50000 -2 * Loglike = 2016.735854 Actual update 49450 of 50000, Stored update 49450 of 50000 -2 * Loglike = 2040.077908 Actual update 49500 of 50000, Stored update 49500 of 50000 -2 * Loglike = 2046.479210 Actual update 49550 of 50000, Stored update 49550 of 50000 -2 * Loglike = 2028.755731 Actual update 49600 of 50000, Stored update 49600 of 50000 -2 * Loglike = 2031.971729 Actual update 49650 of 50000, Stored update 49650 of 50000 -2 * Loglike = 2018.426642 Actual update 49700 of 50000, Stored update 49700 of 50000 -2 * Loglike = 2028.624569 Actual update 49750 of 50000, Stored update 49750 of 50000 -2 * Loglike = 2022.313794 Actual update 49800 of 50000, Stored update 49800 of 50000 -2 * Loglike = 2030.710737 Actual update 49850 of 50000, Stored update 49850 of 50000 -2 * Loglike = 2041.574411 Actual update 49900 of 50000, Stored update 49900 of 50000 -2 * Loglike = 2029.256566 Actual update 49950 of 50000, Stored update 49950 of 50000 -2 * Loglike = 2008.107090 Actual update 50000 of 50000, Stored update 50000 of 50000 -2 * Loglike = 2030.088269 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 50000 Average = 2028.0 S.D. = 12.654 S.E.M. = 0.056590 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.09) 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 : 6.54s 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 2028.040 1964.826 63.214 2091.254 --------------------------------------------------------------------------------------------------- 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 0.70485 0.75090 0.94 0.3479 -0.76161 2.18286 5033 nationW_Germany 0.48321 0.12543 3.85 0.0001169 *** 0.23976 0.73312 1173 nationDenmark 0.31763 0.87967 0.36 0.718 -1.43036 2.04178 4822 nationFrance -0.59351 0.05502 -10.79 3.996e-27 *** -0.70217 -0.48634 7981 nationUK 0.62036 0.20923 2.96 0.003027 ** 0.20996 1.03107 1114 nationItaly 0.27998 0.10777 2.60 0.009377 ** 0.06436 0.48721 1942 nationIreland -0.46883 1.28659 -0.36 0.7156 -2.99825 2.03237 6084 nationLuxembourg 17.63399 16.02463 1.10 0.2711 -11.27117 51.23787 1466 nationNetherlands -0.33593 0.93797 -0.36 0.7202 -2.17104 1.50257 2197 nationBelgium:uvbi 0.26600 0.25327 1.05 0.2936 -0.22549 0.76496 4996 nationW_Germany:uvbi -0.01231 0.03350 -0.37 0.7132 -0.07722 0.05466 946 nationDenmark:uvbi -0.08254 0.15512 -0.53 0.5946 -0.39121 0.22131 4685 nationFrance:uvbi 0.01298 0.01790 0.73 0.4684 -0.02161 0.04785 1689 nationUK:uvbi 0.14311 0.04308 3.32 0.0008944 *** 0.05883 0.22901 983 nationItaly:uvbi -0.08705 0.01615 -5.39 7.114e-08 *** -0.11775 -0.05517 1395 nationIreland:uvbi 0.01239 0.25919 0.05 0.9619 -0.49252 0.52076 5615 nationLuxembourg:uvbi 7.69252 6.99662 1.10 0.2716 -4.86936 22.38755 1444 nationNetherlands:uvbi -0.11050 0.22518 -0.49 0.6236 -0.55106 0.33134 2170 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 0.03704 0.00925 0.02226 0.05831 5580 --------------------------------------------------------------------------------------------------- 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 RUNNING ADAPTIVE PROCEDURE AND BURNING IN... Adapting for 100 iterations (Maximum 5000) -2 * Loglike = 9208.915598 Adapting for 200 iterations (Maximum 5000) -2 * Loglike = 9230.679205 Adapting for 300 iterations (Maximum 5000) -2 * Loglike = 9217.558985 Adapting for 400 iterations (Maximum 5000) -2 * Loglike = 9189.162267 Adapting for 500 iterations (Maximum 5000) -2 * Loglike = 9206.613880 Adapting finished and took 600 iterations Adapting took 600 iterations Burning in for 50 iterations out of 500 -2 * Loglike = 9231.779417 Burning in for 100 iterations out of 500 -2 * Loglike = 9199.521781 Burning in for 150 iterations out of 500 -2 * Loglike = 9199.328198 Burning in for 200 iterations out of 500 -2 * Loglike = 9220.212377 Burning in for 250 iterations out of 500 -2 * Loglike = 9192.079977 Burning in for 300 iterations out of 500 -2 * Loglike = 9205.259212 Burning in for 350 iterations out of 500 -2 * Loglike = 9179.446157 Burning in for 400 iterations out of 500 -2 * Loglike = 9215.145020 Burning in for 450 iterations out of 500 -2 * Loglike = 9217.475915 Burning in for 500 iterations out of 500 -2 * Loglike = 9202.290545 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 = 9216.011185 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 9210.610526 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 9217.086698 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 9190.503331 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 9213.280359 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 9208.026049 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 9213.464235 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 9197.191343 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 9204.289616 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 9225.646624 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 9213.686483 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 9213.188076 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 9218.132760 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 9220.461304 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 9215.314286 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 9217.665141 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 9213.315145 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 9192.400172 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 9239.810214 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 9217.461176 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 9211.760683 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 9208.017385 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 9214.436603 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 9190.637010 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 9238.533082 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 9235.853467 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 9209.999462 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 9260.614218 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 9193.395758 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 9200.885074 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 9234.413597 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 9212.212208 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 9197.309387 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 9226.530744 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 9220.148684 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 9208.441972 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 9195.736956 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 9202.852356 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 9197.529560 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 9209.894133 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 9217.573328 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 9209.512197 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 9200.002721 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 9205.301809 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 9237.481234 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 9198.324925 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 9225.983553 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 9228.256281 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 9202.690252 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 9193.596887 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 9200.220788 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 9230.056399 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 9210.565179 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 9199.727405 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 9188.690311 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 9210.517667 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 9209.276449 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 9219.102808 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 9211.901222 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 9198.911182 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 9198.495727 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 9221.711802 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 9201.361311 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 9219.062015 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 9223.438997 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 9246.628220 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 9207.232900 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 9214.363067 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 9214.536009 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 9180.425863 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 9226.426574 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 9183.128084 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 9226.183315 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 9189.256641 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 9195.327527 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 9189.485891 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 9214.473211 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 9202.995647 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 9197.561281 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 9203.886293 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 9204.765432 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 9207.600628 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 9220.881065 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 9217.280342 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 9212.377911 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 9230.568995 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 9200.900996 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 9215.068621 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 9207.587739 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 9221.444626 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 9195.671986 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 9196.364169 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 9215.768116 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 9231.087414 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 9202.835504 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 9202.747527 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 9199.122520 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 9217.353010 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 9202.493560 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 9220.569450 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: 3.09) 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 : 1.25s 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 9209.486 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... Burning in for 50 iterations out of 500 -2 * Loglike = 9204.675944 Burning in for 100 iterations out of 500 -2 * Loglike = 9218.363945 Burning in for 150 iterations out of 500 -2 * Loglike = 9212.051404 Burning in for 200 iterations out of 500 -2 * Loglike = 9209.503321 Burning in for 250 iterations out of 500 -2 * Loglike = 9191.303197 Burning in for 300 iterations out of 500 -2 * Loglike = 9225.119964 Burning in for 350 iterations out of 500 -2 * Loglike = 9216.289057 Burning in for 400 iterations out of 500 -2 * Loglike = 9213.345633 Burning in for 450 iterations out of 500 -2 * Loglike = 9212.001584 Burning in for 500 iterations out of 500 -2 * Loglike = 9194.667049 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 = 9202.888609 Actual update 100 of 5000, Stored update 100 of 5000 -2 * Loglike = 9203.619893 Actual update 150 of 5000, Stored update 150 of 5000 -2 * Loglike = 9203.550214 Actual update 200 of 5000, Stored update 200 of 5000 -2 * Loglike = 9218.771914 Actual update 250 of 5000, Stored update 250 of 5000 -2 * Loglike = 9204.786797 Actual update 300 of 5000, Stored update 300 of 5000 -2 * Loglike = 9210.254095 Actual update 350 of 5000, Stored update 350 of 5000 -2 * Loglike = 9204.369403 Actual update 400 of 5000, Stored update 400 of 5000 -2 * Loglike = 9211.191384 Actual update 450 of 5000, Stored update 450 of 5000 -2 * Loglike = 9221.829596 Actual update 500 of 5000, Stored update 500 of 5000 -2 * Loglike = 9210.372156 Actual update 550 of 5000, Stored update 550 of 5000 -2 * Loglike = 9235.836998 Actual update 600 of 5000, Stored update 600 of 5000 -2 * Loglike = 9201.314979 Actual update 650 of 5000, Stored update 650 of 5000 -2 * Loglike = 9198.513503 Actual update 700 of 5000, Stored update 700 of 5000 -2 * Loglike = 9198.677393 Actual update 750 of 5000, Stored update 750 of 5000 -2 * Loglike = 9204.363109 Actual update 800 of 5000, Stored update 800 of 5000 -2 * Loglike = 9203.673125 Actual update 850 of 5000, Stored update 850 of 5000 -2 * Loglike = 9196.063723 Actual update 900 of 5000, Stored update 900 of 5000 -2 * Loglike = 9218.615592 Actual update 950 of 5000, Stored update 950 of 5000 -2 * Loglike = 9229.942351 Actual update 1000 of 5000, Stored update 1000 of 5000 -2 * Loglike = 9214.818897 Actual update 1050 of 5000, Stored update 1050 of 5000 -2 * Loglike = 9205.962300 Actual update 1100 of 5000, Stored update 1100 of 5000 -2 * Loglike = 9210.371871 Actual update 1150 of 5000, Stored update 1150 of 5000 -2 * Loglike = 9199.367610 Actual update 1200 of 5000, Stored update 1200 of 5000 -2 * Loglike = 9209.810942 Actual update 1250 of 5000, Stored update 1250 of 5000 -2 * Loglike = 9217.321450 Actual update 1300 of 5000, Stored update 1300 of 5000 -2 * Loglike = 9199.907951 Actual update 1350 of 5000, Stored update 1350 of 5000 -2 * Loglike = 9197.525262 Actual update 1400 of 5000, Stored update 1400 of 5000 -2 * Loglike = 9212.833034 Actual update 1450 of 5000, Stored update 1450 of 5000 -2 * Loglike = 9200.385400 Actual update 1500 of 5000, Stored update 1500 of 5000 -2 * Loglike = 9214.951770 Actual update 1550 of 5000, Stored update 1550 of 5000 -2 * Loglike = 9204.368552 Actual update 1600 of 5000, Stored update 1600 of 5000 -2 * Loglike = 9203.890713 Actual update 1650 of 5000, Stored update 1650 of 5000 -2 * Loglike = 9192.474623 Actual update 1700 of 5000, Stored update 1700 of 5000 -2 * Loglike = 9193.292936 Actual update 1750 of 5000, Stored update 1750 of 5000 -2 * Loglike = 9199.857398 Actual update 1800 of 5000, Stored update 1800 of 5000 -2 * Loglike = 9206.724208 Actual update 1850 of 5000, Stored update 1850 of 5000 -2 * Loglike = 9212.448780 Actual update 1900 of 5000, Stored update 1900 of 5000 -2 * Loglike = 9194.219127 Actual update 1950 of 5000, Stored update 1950 of 5000 -2 * Loglike = 9220.520320 Actual update 2000 of 5000, Stored update 2000 of 5000 -2 * Loglike = 9208.676824 Actual update 2050 of 5000, Stored update 2050 of 5000 -2 * Loglike = 9216.689561 Actual update 2100 of 5000, Stored update 2100 of 5000 -2 * Loglike = 9209.875660 Actual update 2150 of 5000, Stored update 2150 of 5000 -2 * Loglike = 9211.082106 Actual update 2200 of 5000, Stored update 2200 of 5000 -2 * Loglike = 9228.885706 Actual update 2250 of 5000, Stored update 2250 of 5000 -2 * Loglike = 9191.379243 Actual update 2300 of 5000, Stored update 2300 of 5000 -2 * Loglike = 9223.275739 Actual update 2350 of 5000, Stored update 2350 of 5000 -2 * Loglike = 9215.614559 Actual update 2400 of 5000, Stored update 2400 of 5000 -2 * Loglike = 9201.517899 Actual update 2450 of 5000, Stored update 2450 of 5000 -2 * Loglike = 9200.338340 Actual update 2500 of 5000, Stored update 2500 of 5000 -2 * Loglike = 9206.287296 Actual update 2550 of 5000, Stored update 2550 of 5000 -2 * Loglike = 9214.376844 Actual update 2600 of 5000, Stored update 2600 of 5000 -2 * Loglike = 9207.174652 Actual update 2650 of 5000, Stored update 2650 of 5000 -2 * Loglike = 9239.128287 Actual update 2700 of 5000, Stored update 2700 of 5000 -2 * Loglike = 9201.101694 Actual update 2750 of 5000, Stored update 2750 of 5000 -2 * Loglike = 9220.449224 Actual update 2800 of 5000, Stored update 2800 of 5000 -2 * Loglike = 9233.468879 Actual update 2850 of 5000, Stored update 2850 of 5000 -2 * Loglike = 9198.763390 Actual update 2900 of 5000, Stored update 2900 of 5000 -2 * Loglike = 9195.408457 Actual update 2950 of 5000, Stored update 2950 of 5000 -2 * Loglike = 9225.969421 Actual update 3000 of 5000, Stored update 3000 of 5000 -2 * Loglike = 9222.758325 Actual update 3050 of 5000, Stored update 3050 of 5000 -2 * Loglike = 9210.654603 Actual update 3100 of 5000, Stored update 3100 of 5000 -2 * Loglike = 9189.277987 Actual update 3150 of 5000, Stored update 3150 of 5000 -2 * Loglike = 9229.357887 Actual update 3200 of 5000, Stored update 3200 of 5000 -2 * Loglike = 9208.060099 Actual update 3250 of 5000, Stored update 3250 of 5000 -2 * Loglike = 9202.357512 Actual update 3300 of 5000, Stored update 3300 of 5000 -2 * Loglike = 9196.495028 Actual update 3350 of 5000, Stored update 3350 of 5000 -2 * Loglike = 9228.431085 Actual update 3400 of 5000, Stored update 3400 of 5000 -2 * Loglike = 9222.742758 Actual update 3450 of 5000, Stored update 3450 of 5000 -2 * Loglike = 9207.965542 Actual update 3500 of 5000, Stored update 3500 of 5000 -2 * Loglike = 9213.668112 Actual update 3550 of 5000, Stored update 3550 of 5000 -2 * Loglike = 9196.932114 Actual update 3600 of 5000, Stored update 3600 of 5000 -2 * Loglike = 9202.002909 Actual update 3650 of 5000, Stored update 3650 of 5000 -2 * Loglike = 9204.296919 Actual update 3700 of 5000, Stored update 3700 of 5000 -2 * Loglike = 9209.800006 Actual update 3750 of 5000, Stored update 3750 of 5000 -2 * Loglike = 9206.129704 Actual update 3800 of 5000, Stored update 3800 of 5000 -2 * Loglike = 9208.993903 Actual update 3850 of 5000, Stored update 3850 of 5000 -2 * Loglike = 9200.702393 Actual update 3900 of 5000, Stored update 3900 of 5000 -2 * Loglike = 9197.681857 Actual update 3950 of 5000, Stored update 3950 of 5000 -2 * Loglike = 9241.904185 Actual update 4000 of 5000, Stored update 4000 of 5000 -2 * Loglike = 9212.980645 Actual update 4050 of 5000, Stored update 4050 of 5000 -2 * Loglike = 9203.776647 Actual update 4100 of 5000, Stored update 4100 of 5000 -2 * Loglike = 9203.481573 Actual update 4150 of 5000, Stored update 4150 of 5000 -2 * Loglike = 9197.380645 Actual update 4200 of 5000, Stored update 4200 of 5000 -2 * Loglike = 9197.682158 Actual update 4250 of 5000, Stored update 4250 of 5000 -2 * Loglike = 9197.721526 Actual update 4300 of 5000, Stored update 4300 of 5000 -2 * Loglike = 9222.298829 Actual update 4350 of 5000, Stored update 4350 of 5000 -2 * Loglike = 9193.838521 Actual update 4400 of 5000, Stored update 4400 of 5000 -2 * Loglike = 9228.117619 Actual update 4450 of 5000, Stored update 4450 of 5000 -2 * Loglike = 9204.241036 Actual update 4500 of 5000, Stored update 4500 of 5000 -2 * Loglike = 9215.869948 Actual update 4550 of 5000, Stored update 4550 of 5000 -2 * Loglike = 9190.459772 Actual update 4600 of 5000, Stored update 4600 of 5000 -2 * Loglike = 9193.905214 Actual update 4650 of 5000, Stored update 4650 of 5000 -2 * Loglike = 9198.083296 Actual update 4700 of 5000, Stored update 4700 of 5000 -2 * Loglike = 9205.733901 Actual update 4750 of 5000, Stored update 4750 of 5000 -2 * Loglike = 9210.925913 Actual update 4800 of 5000, Stored update 4800 of 5000 -2 * Loglike = 9230.304716 Actual update 4850 of 5000, Stored update 4850 of 5000 -2 * Loglike = 9207.972247 Actual update 4900 of 5000, Stored update 4900 of 5000 -2 * Loglike = 9197.071939 Actual update 4950 of 5000, Stored update 4950 of 5000 -2 * Loglike = 9229.325155 Actual update 5000 of 5000, Stored update 5000 of 5000 -2 * Loglike = 9198.546386 PUPN c1003 c1004 AVER c1091 b99 b100 Count = 5000 Average = 9209.3 S.D. = 11.901 S.E.M. = 0.16830 ECHO 0 Execution completed -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- MLwiN (version: 3.09) 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 : 1.48s 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 9209.337 9149.395 59.941 9269.278 --------------------------------------------------------------------------------------------------- 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 0.00299 0.04120 0.07 0.9422 -0.07934 0.08377 4743 standlrt 0.56352 0.01291 43.65 0 *** 0.53880 0.58883 4016 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 0.09620 0.01978 0.06501 0.14041 3118 --------------------------------------------------------------------------------------------------- The random part estimates at the student level: Coef. Std. Err. [95% Cred. Interval] ESS var_Intercept 0.56650 0.01259 0.54203 0.59203 5000 -*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- > > trajectories(mymodel, Range = c(4501, 5000)) > > # Chapter learning outcomes . . . . . . . . . . . . . . . . . . . . . . .422 > > # Addendum: changing contrasts back to pre-existing . . . . . . . . . . . NA > > # Following re-specification of contrast settings towards the start of this > # script, change contrasts back to pre-existing: > options(contrasts = my_contrasts) > > ############################################################################ > > proc.time() user system elapsed 16.40 5.84 176.40