R version 4.4.1 (2024-06-14 ucrt) -- "Race for Your Life" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 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. 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 v3.11/ 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: R2OpenBUGS > > 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 12.11519 0.1713347 0.1813012 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 0.0007284 u2[15] -1.821e-01 0.07672 0.0010850 0.0010850 u2[16] -4.081e-01 0.07808 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 0.0010877 0.0010877 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] -6.074e-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 0.0019064 0.0019064 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 0.0013315 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 0.0017753 0.0017753 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] -5.156e-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 8.081e-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 5.576e-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 5.421e-01 u2[10] -5.236e-01 -4.051e-01 -3.353e-01 -2.664e-01 -1.385e-01 u2[11] -5.725e-04 1.209e-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 -1.995e-01 -1.634e-01 -1.271e-01 -5.935e-02 u2[15] -3.360e-01 -2.328e-01 -1.807e-01 -1.303e-01 -2.875e-02 u2[16] -5.588e-01 -4.599e-01 -4.088e-01 -3.569e-01 -2.514e-01 u2[17] -3.041e-01 -2.162e-01 -1.713e-01 -1.267e-01 -4.513e-02 u2[18] -2.127e-01 -1.255e-01 -8.156e-02 -3.773e-02 5.099e-02 u2[19] -2.021e-01 -7.636e-02 -9.920e-03 5.438e-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] -7.414e-01 -5.787e-01 -4.876e-01 -4.024e-01 -2.286e-01 u2[24] -1.944e-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 3.127e-02 1.398e-01 u2[27] -1.947e-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 6.949e-01 u2[30] -4.754e-02 9.095e-02 1.628e-01 2.348e-01 3.743e-01 u2[31] -1.620e-01 -3.258e-02 3.524e-02 1.005e-01 2.281e-01 u2[32] -2.184e-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 -2.325e-01 -1.395e-01 -4.422e-02 1.202e-01 u2[35] -8.934e-02 5.238e-02 1.272e-01 2.059e-01 3.523e-01 u2[36] -3.469e-01 -2.383e-01 -1.790e-01 -1.190e-01 -6.890e-03 u2[37] -4.552e-01 -2.831e-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] 3.462e-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 -2.462e-01 -1.623e-01 -1.844e-03 u2[45] -2.994e-01 -1.758e-01 -1.103e-01 -4.031e-02 9.050e-02 u2[46] -5.044e-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 2.429e-01 3.274e-01 4.771e-01 u2[50] -4.688e-01 -3.584e-01 -3.008e-01 -2.426e-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 3.232e-01 3.863e-01 4.477e-01 5.680e-01 u2[53] 5.581e-01 6.682e-01 7.264e-01 7.861e-01 8.980e-01 u2[54] -9.750e-01 -6.891e-01 -5.518e-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 9.051e-02 2.376e-01 u2[57] -1.443e-01 -2.635e-02 3.363e-02 9.702e-02 2.114e-01 u2[58] -9.031e-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 -5.309e-02 5.658e-03 1.137e-01 u2[63] 2.854e-01 4.544e-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] -1.669e-01 -7.151e-02 -2.260e-02 2.773e-02 1.187e-01 u2[9] -3.642e-01 -2.172e-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: 3.11) 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 : 7.35s Number of obs: 1934 (from total 1934) Number of iter.: 5000 Chains: 1 Burn-in: 500 Bayesian Deviance Information Criterion (DIC) Dbar D(thetabar) pD DIC 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: 3.11) 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 : 7.72s 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: 3.11) 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 : 7.18s 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: 3.11) 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 : 6.89s 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: 3.11) 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 : 1.21s 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: 3.11) 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 : 1.44s 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 15.48 2.81 68.68