* using log directory ‘/data/blackswan/ripley/R/packages/tests-devel/netmediate.Rcheck’ * using R Under development (unstable) (2025-12-16 r89183) * using platform: x86_64-pc-linux-gnu * R was compiled by gcc (GCC) 14.2.1 20240912 (Red Hat 14.2.1-3) GNU Fortran (GCC) 14.2.1 20240912 (Red Hat 14.2.1-3) * running under: Fedora Linux 40 (Workstation Edition) * using session charset: UTF-8 * checking for file ‘netmediate/DESCRIPTION’ ... OK * checking extension type ... Package * this is package ‘netmediate’ version ‘1.1.0’ * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for executable files ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘netmediate’ can be installed ... [11s/11s] OK * checking package directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... OK * checking whether the package can be loaded with stated dependencies ... OK * checking whether the package can be unloaded cleanly ... OK * checking whether the namespace can be loaded with stated dependencies ... OK * checking whether the namespace can be unloaded cleanly ... OK * checking loading without being on the library search path ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... [20s/20s] OK * checking Rd files ... OK * checking Rd metadata ... OK * checking Rd line widths ... OK * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking examples ... [15s/15s] OK * checking examples with --run-donttest ... [38m/38m] ERROR Running examples in ‘netmediate-Ex.R’ failed The error most likely occurred in: > ### Name: compare_MEMS > ### Title: Function to compare micro effect on macro structure (MEMS) > ### estimates between models. > ### Aliases: compare_MEMS > ### Keywords: ~mediation ~networks ~macro ~micro > > ### ** Examples > > ## Don't show: > require(ergm) Loading required package: ergm Loading required package: network ‘network’ 1.19.0 (2024-12-08), part of the Statnet Project * ‘news(package="network")’ for changes since last version * ‘citation("network")’ for citation information * ‘https://statnet.org’ for help, support, and other information ‘ergm’ 4.10.1 (2025-08-26), part of the Statnet Project * ‘news(package="ergm")’ for changes since last version * ‘citation("ergm")’ for citation information * ‘https://statnet.org’ for help, support, and other information ‘ergm’ 4 is a major update that introduces some backwards-incompatible changes. Please type ‘news(package="ergm")’ for a list of major changes. > require(network) > require(sna) Loading required package: sna Loading required package: statnet.common Attaching package: ‘statnet.common’ The following objects are masked from ‘package:base’: attr, order, replace sna: Tools for Social Network Analysis Version 2.8 created on 2024-09-07. copyright (c) 2005, Carter T. Butts, University of California-Irvine For citation information, type citation("sna"). Type help(package="sna") to get started. > > > set.seed(21093) > a1<-network::as.network(matrix(c(rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3), + rbinom(10, 1,.3)), + nrow=10,ncol=10)) > > network::set.vertex.attribute(a1,"var.1",rbinom(10,1,.3)) > a<-ergm(a1~edges+nodeifactor("var.1")+nodeofactor("var.1")) Starting maximum pseudolikelihood estimation (MPLE): Obtaining the responsible dyads. Evaluating the predictor and response matrix. Maximizing the pseudolikelihood. Finished MPLE. Evaluating log-likelihood at the estimate. > > compare_MEMS(partial_model=a, + full_model=a, + micro_process="nodeifactor.var.1.1", + macro_function=gtrans, + nsim=20, + silent=TRUE) Computing MEMS over 0-1 interval 95% CI (Bootstrap): [2.141, 3.703] E-value: 1.518 Computing MEMS over 0-1 interval 95% CI (Bootstrap): [1.611, 2.604] E-value: 1.279 Estimate Std. Dev. lower 95% CI Upper 95% CI MC p-val Partial MEMS -0.03481192 0.1091447 -0.2257580 0.1488287 0.45 Full MEMS 0.01463826 0.1476431 -0.2163654 0.2642370 0.50 Diff. in MEMS -0.04945017 0.1938622 -0.3957721 0.2385785 0.50 Prop. of partial MEMS explained E-value Partial MEMS NA 1.518000 Full MEMS NA 1.278806 Diff. in MEMS 1.420496 1.605607 > > ## End(Don't show) > > ## No test: > > ############## > # Not run > ############### > library(statnet) Loading required package: tergm Loading required package: networkDynamic ‘networkDynamic’ 0.11.5 (2024-11-21), part of the Statnet Project * ‘news(package="networkDynamic")’ for changes since last version * ‘citation("networkDynamic")’ for citation information * ‘https://statnet.org’ for help, support, and other information ‘tergm’ 4.2.2 (2025-06-15), part of the Statnet Project * ‘news(package="tergm")’ for changes since last version * ‘citation("tergm")’ for citation information * ‘https://statnet.org’ for help, support, and other information Loading required package: ergm.count ‘ergm.count’ 4.1.3 (2025-09-10), part of the Statnet Project * ‘news(package="ergm.count")’ for changes since last version * ‘citation("ergm.count")’ for citation information * ‘https://statnet.org’ for help, support, and other information Loading required package: tsna ‘statnet’ 2019.6 (2019-06-13), part of the Statnet Project * ‘news(package="statnet")’ for changes since last version * ‘citation("statnet")’ for citation information * ‘https://statnet.org’ for help, support, and other information unable to reach CRAN > library(igraph) Attaching package: ‘igraph’ The following objects are masked from ‘package:sna’: betweenness, bonpow, closeness, components, degree, dyad.census, evcent, hierarchy, is.connected, neighborhood, triad.census The following objects are masked from ‘package:network’: %c%, %s%, add.edges, add.vertices, delete.edges, delete.vertices, get.edge.attribute, get.edges, get.vertex.attribute, is.bipartite, is.directed, list.edge.attributes, list.vertex.attributes, set.edge.attribute, set.vertex.attribute The following objects are masked from ‘package:stats’: decompose, spectrum The following object is masked from ‘package:base’: union > data("faux.mesa.high") > > > #################### > ###mediation analysis > #################### > #how much of the effect of racial homophily on transitivity > #is explained by triadic closure effects? > > model<-ergm(faux.mesa.high~edges+nodecov("Grade")+nodefactor("Race")+ + nodefactor("Sex")+nodematch("Race")+nodematch("Sex")+absdiff("Grade")) Starting maximum pseudolikelihood estimation (MPLE): Obtaining the responsible dyads. Evaluating the predictor and response matrix. Maximizing the pseudolikelihood. Finished MPLE. Evaluating log-likelihood at the estimate. > > model2<-ergm(faux.mesa.high~edges+nodecov("Grade")+nodefactor("Race")+ + nodefactor("Sex")+nodematch("Race")+nodematch("Sex")+absdiff("Grade")+ + gwesp(.5,fixed=TRUE)) Starting maximum pseudolikelihood estimation (MPLE): Obtaining the responsible dyads. Evaluating the predictor and response matrix. Maximizing the pseudolikelihood. Finished MPLE. Starting Monte Carlo maximum likelihood estimation (MCMLE): Iteration 1 of at most 60: 1 Optimizing with step length 0.1279. The log-likelihood improved by 2.5531. Estimating equations are not within tolerance region. Iteration 2 of at most 60: 1 Optimizing with step length 0.1564. The log-likelihood improved by 1.9165. Estimating equations are not within tolerance region. Iteration 3 of at most 60: 1 Optimizing with step length 0.2339. The log-likelihood improved by 2.2657. Estimating equations are not within tolerance region. Iteration 4 of at most 60: 1 Optimizing with step length 0.4880. The log-likelihood improved by 2.9184. Estimating equations are not within tolerance region. Iteration 5 of at most 60: 1 Optimizing with step length 0.6405. The log-likelihood improved by 1.6748. Estimating equations are not within tolerance region. Iteration 6 of at most 60: 1 Optimizing with step length 0.7569. The log-likelihood improved by 1.6856. Estimating equations are not within tolerance region. Iteration 7 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.9961. Estimating equations are not within tolerance region. Iteration 8 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.2011. Estimating equations are not within tolerance region. Iteration 9 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1029. Estimating equations are not within tolerance region. Iteration 10 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1811. Estimating equations are not within tolerance region. Iteration 11 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0984. Convergence test p-value: 0.9924. Not converged with 99% confidence; increasing sample size. Iteration 12 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.3646. Estimating equations are not within tolerance region. Estimating equations did not move closer to tolerance region more than 1 time(s) in 4 steps; increasing sample size. Iteration 13 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1264. Estimating equations are not within tolerance region. Iteration 14 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0428. Convergence test p-value: 0.7015. Not converged with 99% confidence; increasing sample size. Iteration 15 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0538. Convergence test p-value: 0.0184. Not converged with 99% confidence; increasing sample size. Iteration 16 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0089. Convergence test p-value: 0.1129. Not converged with 99% confidence; increasing sample size. Iteration 17 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0265. Convergence test p-value: 0.0253. Not converged with 99% confidence; increasing sample size. Iteration 18 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0168. Convergence test p-value: 0.0172. Not converged with 99% confidence; increasing sample size. Iteration 19 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0261. Convergence test p-value: 0.0112. Not converged with 99% confidence; increasing sample size. Iteration 20 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0071. Convergence test p-value: 0.0006. Converged with 99% confidence. Finished MCMLE. Evaluating log-likelihood at the estimate. Fitting the dyad-independent submodel... Bridging between the dyad-independent submodel and the full model... Setting up bridge sampling... Using 16 bridges: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 . Bridging finished. This model was fit using MCMC. To examine model diagnostics and check for degeneracy, use the mcmc.diagnostics() function. > > > compare_MEMS(partial_model=model, + full_model=model2, + micro_process="nodematch.Race", + macro_function=transitivity, + object_type = "igraph", + silent=FALSE, + algorithm="parametric") Computing MEMS for partial model. 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out of 500 complete" [1] "Simulation 393 out of 500 complete" [1] "Simulation 394 out of 500 complete" [1] "Simulation 395 out of 500 complete" [1] "Simulation 396 out of 500 complete" [1] "Simulation 397 out of 500 complete" [1] "Simulation 398 out of 500 complete" [1] "Simulation 399 out of 500 complete" [1] "Simulation 400 out of 500 complete" [1] "Simulation 401 out of 500 complete" [1] "Simulation 402 out of 500 complete" [1] "Simulation 403 out of 500 complete" [1] "Simulation 404 out of 500 complete" [1] "Simulation 405 out of 500 complete" [1] "Simulation 406 out of 500 complete" [1] "Simulation 407 out of 500 complete" [1] "Simulation 408 out of 500 complete" [1] "Simulation 409 out of 500 complete" [1] "Simulation 410 out of 500 complete" [1] "Simulation 411 out of 500 complete" [1] "Simulation 412 out of 500 complete" [1] "Simulation 413 out of 500 complete" [1] "Simulation 414 out of 500 complete" [1] "Simulation 415 out of 500 complete" [1] "Simulation 416 out of 500 complete" [1] "Simulation 417 out of 500 complete" [1] "Simulation 418 out of 500 complete" [1] "Simulation 419 out of 500 complete" [1] "Simulation 420 out of 500 complete" [1] "Simulation 421 out of 500 complete" [1] "Simulation 422 out of 500 complete" [1] "Simulation 423 out of 500 complete" [1] "Simulation 424 out of 500 complete" [1] "Simulation 425 out of 500 complete" [1] "Simulation 426 out of 500 complete" [1] "Simulation 427 out of 500 complete" [1] "Simulation 428 out of 500 complete" [1] "Simulation 429 out of 500 complete" [1] "Simulation 430 out of 500 complete" [1] "Simulation 431 out of 500 complete" [1] "Simulation 432 out of 500 complete" [1] "Simulation 433 out of 500 complete" [1] "Simulation 434 out of 500 complete" [1] "Simulation 435 out of 500 complete" [1] "Simulation 436 out of 500 complete" [1] "Simulation 437 out of 500 complete" [1] "Simulation 438 out of 500 complete" [1] "Simulation 439 out of 500 complete" [1] "Simulation 440 out of 500 complete" [1] "Simulation 441 out of 500 complete" [1] "Simulation 442 out of 500 complete" [1] "Simulation 443 out of 500 complete" [1] "Simulation 444 out of 500 complete" [1] "Simulation 445 out of 500 complete" [1] "Simulation 446 out of 500 complete" [1] "Simulation 447 out of 500 complete" [1] "Simulation 448 out of 500 complete" [1] "Simulation 449 out of 500 complete" [1] "Simulation 450 out of 500 complete" [1] "Simulation 451 out of 500 complete" [1] "Simulation 452 out of 500 complete" [1] "Simulation 453 out of 500 complete" [1] "Simulation 454 out of 500 complete" [1] "Simulation 455 out of 500 complete" [1] "Simulation 456 out of 500 complete" [1] "Simulation 457 out of 500 complete" [1] "Simulation 458 out of 500 complete" [1] "Simulation 459 out of 500 complete" [1] "Simulation 460 out of 500 complete" [1] "Simulation 461 out of 500 complete" [1] "Simulation 462 out of 500 complete" [1] "Simulation 463 out of 500 complete" [1] "Simulation 464 out of 500 complete" [1] "Simulation 465 out of 500 complete" [1] "Simulation 466 out of 500 complete" [1] "Simulation 467 out of 500 complete" [1] "Simulation 468 out of 500 complete" [1] "Simulation 469 out of 500 complete" [1] "Simulation 470 out of 500 complete" [1] "Simulation 471 out of 500 complete" [1] "Simulation 472 out of 500 complete" [1] "Simulation 473 out of 500 complete" [1] "Simulation 474 out of 500 complete" [1] "Simulation 475 out of 500 complete" [1] "Simulation 476 out of 500 complete" [1] "Simulation 477 out of 500 complete" [1] "Simulation 478 out of 500 complete" [1] "Simulation 479 out of 500 complete" [1] "Simulation 480 out of 500 complete" [1] "Simulation 481 out of 500 complete" [1] "Simulation 482 out of 500 complete" [1] "Simulation 483 out of 500 complete" [1] "Simulation 484 out of 500 complete" [1] "Simulation 485 out of 500 complete" [1] "Simulation 486 out of 500 complete" [1] "Simulation 487 out of 500 complete" [1] "Simulation 488 out of 500 complete" [1] "Simulation 489 out of 500 complete" [1] "Simulation 490 out of 500 complete" [1] "Simulation 491 out of 500 complete" [1] "Simulation 492 out of 500 complete" [1] "Simulation 493 out of 500 complete" [1] "Simulation 494 out of 500 complete" [1] "Simulation 495 out of 500 complete" [1] "Simulation 496 out of 500 complete" [1] "Simulation 497 out of 500 complete" [1] "Simulation 498 out of 500 complete" [1] "Simulation 499 out of 500 complete" [1] "Simulation 500 out of 500 complete" 95% CI (Bootstrap): [1.614, 2.609] E-value: 1.824 Computing MEMS for full model. Computing MEMS over 0-1 interval [1] "Simulation 1 out of 500 complete" [1] "Simulation 2 out of 500 complete" [1] "Simulation 3 out of 500 complete" [1] "Simulation 4 out of 500 complete" [1] "Simulation 5 out of 500 complete" [1] "Simulation 6 out of 500 complete" [1] "Simulation 7 out of 500 complete" [1] "Simulation 8 out of 500 complete" [1] "Simulation 9 out of 500 complete" [1] "Simulation 10 out of 500 complete" [1] "Simulation 11 out of 500 complete" [1] "Simulation 12 out of 500 complete" [1] "Simulation 13 out of 500 complete" [1] "Simulation 14 out of 500 complete" [1] "Simulation 15 out of 500 complete" [1] "Simulation 16 out of 500 complete" [1] "Simulation 17 out of 500 complete" [1] "Simulation 18 out of 500 complete" [1] "Simulation 19 out of 500 complete" [1] "Simulation 20 out of 500 complete" [1] "Simulation 21 out of 500 complete" [1] "Simulation 22 out of 500 complete" [1] "Simulation 23 out of 500 complete" [1] "Simulation 24 out of 500 complete" [1] "Simulation 25 out of 500 complete" [1] "Simulation 26 out of 500 complete" [1] "Simulation 27 out of 500 complete" [1] "Simulation 28 out of 500 complete" [1] "Simulation 29 out of 500 complete" [1] "Simulation 30 out of 500 complete" [1] "Simulation 31 out of 500 complete" [1] "Simulation 32 out of 500 complete" [1] "Simulation 33 out of 500 complete" [1] "Simulation 34 out of 500 complete" [1] "Simulation 35 out of 500 complete" [1] "Simulation 36 out of 500 complete" [1] "Simulation 37 out of 500 complete" [1] "Simulation 38 out of 500 complete" [1] "Simulation 39 out of 500 complete" [1] "Simulation 40 out of 500 complete" [1] "Simulation 41 out of 500 complete" [1] "Simulation 42 out of 500 complete" [1] "Simulation 43 out of 500 complete" [1] "Simulation 44 out of 500 complete" [1] "Simulation 45 out of 500 complete" [1] "Simulation 46 out of 500 complete" [1] "Simulation 47 out of 500 complete" [1] "Simulation 48 out of 500 complete" [1] "Simulation 49 out of 500 complete" [1] "Simulation 50 out of 500 complete" [1] "Simulation 51 out of 500 complete" [1] "Simulation 52 out of 500 complete" [1] "Simulation 53 out of 500 complete" [1] "Simulation 54 out of 500 complete" [1] "Simulation 55 out of 500 complete" [1] "Simulation 56 out of 500 complete" [1] "Simulation 57 out of 500 complete" [1] "Simulation 58 out of 500 complete" [1] "Simulation 59 out of 500 complete" [1] "Simulation 60 out of 500 complete" [1] "Simulation 61 out of 500 complete" [1] "Simulation 62 out of 500 complete" [1] "Simulation 63 out of 500 complete" [1] "Simulation 64 out of 500 complete" [1] "Simulation 65 out of 500 complete" [1] "Simulation 66 out of 500 complete" [1] "Simulation 67 out of 500 complete" [1] "Simulation 68 out of 500 complete" [1] "Simulation 69 out of 500 complete" [1] "Simulation 70 out of 500 complete" [1] "Simulation 71 out of 500 complete" [1] "Simulation 72 out of 500 complete" [1] "Simulation 73 out of 500 complete" [1] "Simulation 74 out of 500 complete" [1] "Simulation 75 out of 500 complete" [1] "Simulation 76 out of 500 complete" [1] "Simulation 77 out of 500 complete" [1] "Simulation 78 out of 500 complete" [1] "Simulation 79 out of 500 complete" [1] "Simulation 80 out of 500 complete" [1] "Simulation 81 out of 500 complete" [1] "Simulation 82 out of 500 complete" [1] "Simulation 83 out of 500 complete" [1] "Simulation 84 out of 500 complete" [1] "Simulation 85 out of 500 complete" [1] "Simulation 86 out of 500 complete" [1] "Simulation 87 out of 500 complete" [1] "Simulation 88 out of 500 complete" [1] "Simulation 89 out of 500 complete" [1] "Simulation 90 out of 500 complete" [1] "Simulation 91 out of 500 complete" [1] "Simulation 92 out of 500 complete" [1] "Simulation 93 out of 500 complete" [1] "Simulation 94 out of 500 complete" [1] "Simulation 95 out of 500 complete" [1] "Simulation 96 out of 500 complete" [1] "Simulation 97 out of 500 complete" [1] "Simulation 98 out of 500 complete" [1] "Simulation 99 out of 500 complete" [1] "Simulation 100 out of 500 complete" [1] "Simulation 101 out of 500 complete" [1] "Simulation 102 out of 500 complete" [1] "Simulation 103 out of 500 complete" [1] "Simulation 104 out of 500 complete" [1] "Simulation 105 out of 500 complete" [1] "Simulation 106 out of 500 complete" [1] "Simulation 107 out of 500 complete" [1] "Simulation 108 out of 500 complete" [1] "Simulation 109 out of 500 complete" [1] "Simulation 110 out of 500 complete" [1] "Simulation 111 out of 500 complete" [1] "Simulation 112 out of 500 complete" [1] "Simulation 113 out of 500 complete" [1] "Simulation 114 out of 500 complete" [1] "Simulation 115 out of 500 complete" [1] "Simulation 116 out of 500 complete" [1] "Simulation 117 out of 500 complete" [1] "Simulation 118 out of 500 complete" [1] "Simulation 119 out of 500 complete" [1] "Simulation 120 out of 500 complete" [1] "Simulation 121 out of 500 complete" [1] "Simulation 122 out of 500 complete" [1] "Simulation 123 out of 500 complete" [1] "Simulation 124 out of 500 complete" [1] "Simulation 125 out of 500 complete" [1] "Simulation 126 out of 500 complete" [1] "Simulation 127 out of 500 complete" [1] "Simulation 128 out of 500 complete" [1] "Simulation 129 out of 500 complete" [1] "Simulation 130 out of 500 complete" [1] "Simulation 131 out of 500 complete" [1] "Simulation 132 out of 500 complete" [1] "Simulation 133 out of 500 complete" [1] "Simulation 134 out of 500 complete" [1] "Simulation 135 out of 500 complete" [1] "Simulation 136 out of 500 complete" [1] "Simulation 137 out of 500 complete" [1] "Simulation 138 out of 500 complete" [1] "Simulation 139 out of 500 complete" [1] "Simulation 140 out of 500 complete" [1] "Simulation 141 out of 500 complete" [1] "Simulation 142 out of 500 complete" [1] "Simulation 143 out of 500 complete" [1] "Simulation 144 out of 500 complete" [1] "Simulation 145 out of 500 complete" [1] "Simulation 146 out of 500 complete" [1] "Simulation 147 out of 500 complete" [1] "Simulation 148 out of 500 complete" [1] "Simulation 149 out of 500 complete" [1] "Simulation 150 out of 500 complete" [1] "Simulation 151 out of 500 complete" [1] "Simulation 152 out of 500 complete" [1] "Simulation 153 out of 500 complete" [1] "Simulation 154 out of 500 complete" [1] "Simulation 155 out of 500 complete" [1] "Simulation 156 out of 500 complete" [1] "Simulation 157 out of 500 complete" [1] "Simulation 158 out of 500 complete" [1] "Simulation 159 out of 500 complete" [1] "Simulation 160 out of 500 complete" [1] "Simulation 161 out of 500 complete" [1] "Simulation 162 out of 500 complete" [1] "Simulation 163 out of 500 complete" [1] "Simulation 164 out of 500 complete" [1] "Simulation 165 out of 500 complete" [1] "Simulation 166 out of 500 complete" [1] "Simulation 167 out of 500 complete" [1] "Simulation 168 out of 500 complete" [1] "Simulation 169 out of 500 complete" [1] "Simulation 170 out of 500 complete" [1] "Simulation 171 out of 500 complete" [1] "Simulation 172 out of 500 complete" [1] "Simulation 173 out of 500 complete" [1] "Simulation 174 out of 500 complete" [1] "Simulation 175 out of 500 complete" [1] "Simulation 176 out of 500 complete" [1] "Simulation 177 out of 500 complete" [1] "Simulation 178 out of 500 complete" [1] "Simulation 179 out of 500 complete" [1] "Simulation 180 out of 500 complete" [1] "Simulation 181 out of 500 complete" [1] "Simulation 182 out of 500 complete" [1] "Simulation 183 out of 500 complete" [1] "Simulation 184 out of 500 complete" [1] "Simulation 185 out of 500 complete" [1] "Simulation 186 out of 500 complete" [1] "Simulation 187 out of 500 complete" [1] "Simulation 188 out of 500 complete" [1] "Simulation 189 out of 500 complete" [1] "Simulation 190 out of 500 complete" [1] "Simulation 191 out of 500 complete" [1] "Simulation 192 out of 500 complete" [1] "Simulation 193 out of 500 complete" [1] "Simulation 194 out of 500 complete" [1] "Simulation 195 out of 500 complete" [1] "Simulation 196 out of 500 complete" [1] "Simulation 197 out of 500 complete" [1] "Simulation 198 out of 500 complete" [1] "Simulation 199 out of 500 complete" [1] "Simulation 200 out of 500 complete" [1] "Simulation 201 out of 500 complete" [1] "Simulation 202 out of 500 complete" [1] "Simulation 203 out of 500 complete" [1] "Simulation 204 out of 500 complete" [1] "Simulation 205 out of 500 complete" [1] "Simulation 206 out of 500 complete" [1] "Simulation 207 out of 500 complete" [1] "Simulation 208 out of 500 complete" [1] "Simulation 209 out of 500 complete" [1] "Simulation 210 out of 500 complete" [1] "Simulation 211 out of 500 complete" [1] "Simulation 212 out of 500 complete" [1] "Simulation 213 out of 500 complete" [1] "Simulation 214 out of 500 complete" [1] "Simulation 215 out of 500 complete" [1] "Simulation 216 out of 500 complete" [1] "Simulation 217 out of 500 complete" [1] "Simulation 218 out of 500 complete" [1] "Simulation 219 out of 500 complete" [1] "Simulation 220 out of 500 complete" [1] "Simulation 221 out of 500 complete" [1] "Simulation 222 out of 500 complete" [1] "Simulation 223 out of 500 complete" [1] "Simulation 224 out of 500 complete" [1] "Simulation 225 out of 500 complete" [1] "Simulation 226 out of 500 complete" [1] "Simulation 227 out of 500 complete" [1] "Simulation 228 out of 500 complete" [1] "Simulation 229 out of 500 complete" [1] "Simulation 230 out of 500 complete" [1] "Simulation 231 out of 500 complete" [1] "Simulation 232 out of 500 complete" [1] "Simulation 233 out of 500 complete" [1] "Simulation 234 out of 500 complete" [1] "Simulation 235 out of 500 complete" [1] "Simulation 236 out of 500 complete" [1] "Simulation 237 out of 500 complete" [1] "Simulation 238 out of 500 complete" [1] "Simulation 239 out of 500 complete" [1] "Simulation 240 out of 500 complete" [1] "Simulation 241 out of 500 complete" [1] "Simulation 242 out of 500 complete" [1] "Simulation 243 out of 500 complete" [1] "Simulation 244 out of 500 complete" [1] "Simulation 245 out of 500 complete" [1] "Simulation 246 out of 500 complete" [1] "Simulation 247 out of 500 complete" [1] "Simulation 248 out of 500 complete" [1] "Simulation 249 out of 500 complete" [1] "Simulation 250 out of 500 complete" [1] "Simulation 251 out of 500 complete" [1] "Simulation 252 out of 500 complete" [1] "Simulation 253 out of 500 complete" [1] "Simulation 254 out of 500 complete" [1] "Simulation 255 out of 500 complete" [1] "Simulation 256 out of 500 complete" [1] "Simulation 257 out of 500 complete" [1] "Simulation 258 out of 500 complete" [1] "Simulation 259 out of 500 complete" [1] "Simulation 260 out of 500 complete" [1] "Simulation 261 out of 500 complete" [1] "Simulation 262 out of 500 complete" [1] "Simulation 263 out of 500 complete" [1] "Simulation 264 out of 500 complete" [1] "Simulation 265 out of 500 complete" [1] "Simulation 266 out of 500 complete" [1] "Simulation 267 out of 500 complete" [1] "Simulation 268 out of 500 complete" [1] "Simulation 269 out of 500 complete" [1] "Simulation 270 out of 500 complete" [1] "Simulation 271 out of 500 complete" [1] "Simulation 272 out of 500 complete" [1] "Simulation 273 out of 500 complete" [1] "Simulation 274 out of 500 complete" [1] "Simulation 275 out of 500 complete" [1] "Simulation 276 out of 500 complete" [1] "Simulation 277 out of 500 complete" [1] "Simulation 278 out of 500 complete" [1] "Simulation 279 out of 500 complete" [1] "Simulation 280 out of 500 complete" [1] "Simulation 281 out of 500 complete" [1] "Simulation 282 out of 500 complete" [1] "Simulation 283 out of 500 complete" [1] "Simulation 284 out of 500 complete" [1] "Simulation 285 out of 500 complete" [1] "Simulation 286 out of 500 complete" [1] "Simulation 287 out of 500 complete" [1] "Simulation 288 out of 500 complete" [1] "Simulation 289 out of 500 complete" [1] "Simulation 290 out of 500 complete" [1] "Simulation 291 out of 500 complete" [1] "Simulation 292 out of 500 complete" [1] "Simulation 293 out of 500 complete" [1] "Simulation 294 out of 500 complete" [1] "Simulation 295 out of 500 complete" [1] "Simulation 296 out of 500 complete" [1] "Simulation 297 out of 500 complete" [1] "Simulation 298 out of 500 complete" [1] "Simulation 299 out of 500 complete" [1] "Simulation 300 out of 500 complete" [1] "Simulation 301 out of 500 complete" [1] "Simulation 302 out of 500 complete" [1] "Simulation 303 out of 500 complete" [1] "Simulation 304 out of 500 complete" [1] "Simulation 305 out of 500 complete" [1] "Simulation 306 out of 500 complete" [1] "Simulation 307 out of 500 complete" [1] "Simulation 308 out of 500 complete" [1] "Simulation 309 out of 500 complete" [1] "Simulation 310 out of 500 complete" [1] "Simulation 311 out of 500 complete" [1] "Simulation 312 out of 500 complete" [1] "Simulation 313 out of 500 complete" [1] "Simulation 314 out of 500 complete" [1] "Simulation 315 out of 500 complete" [1] "Simulation 316 out of 500 complete" [1] "Simulation 317 out of 500 complete" [1] "Simulation 318 out of 500 complete" [1] "Simulation 319 out of 500 complete" [1] "Simulation 320 out of 500 complete" [1] "Simulation 321 out of 500 complete" [1] "Simulation 322 out of 500 complete" [1] "Simulation 323 out of 500 complete" [1] "Simulation 324 out of 500 complete" [1] "Simulation 325 out of 500 complete" [1] "Simulation 326 out of 500 complete" [1] "Simulation 327 out of 500 complete" [1] "Simulation 328 out of 500 complete" [1] "Simulation 329 out of 500 complete" [1] "Simulation 330 out of 500 complete" [1] "Simulation 331 out of 500 complete" [1] "Simulation 332 out of 500 complete" [1] "Simulation 333 out of 500 complete" [1] "Simulation 334 out of 500 complete" [1] "Simulation 335 out of 500 complete" [1] "Simulation 336 out of 500 complete" [1] "Simulation 337 out of 500 complete" [1] "Simulation 338 out of 500 complete" [1] "Simulation 339 out of 500 complete" [1] "Simulation 340 out of 500 complete" [1] "Simulation 341 out of 500 complete" [1] "Simulation 342 out of 500 complete" [1] "Simulation 343 out of 500 complete" [1] "Simulation 344 out of 500 complete" [1] "Simulation 345 out of 500 complete" [1] "Simulation 346 out of 500 complete" [1] "Simulation 347 out of 500 complete" [1] "Simulation 348 out of 500 complete" [1] "Simulation 349 out of 500 complete" [1] "Simulation 350 out of 500 complete" [1] "Simulation 351 out of 500 complete" [1] "Simulation 352 out of 500 complete" [1] "Simulation 353 out of 500 complete" [1] "Simulation 354 out of 500 complete" [1] "Simulation 355 out of 500 complete" [1] "Simulation 356 out of 500 complete" [1] "Simulation 357 out of 500 complete" [1] "Simulation 358 out of 500 complete" [1] "Simulation 359 out of 500 complete" [1] "Simulation 360 out of 500 complete" [1] "Simulation 361 out of 500 complete" [1] "Simulation 362 out of 500 complete" [1] "Simulation 363 out of 500 complete" [1] "Simulation 364 out of 500 complete" [1] "Simulation 365 out of 500 complete" [1] "Simulation 366 out of 500 complete" [1] "Simulation 367 out of 500 complete" [1] "Simulation 368 out of 500 complete" [1] "Simulation 369 out of 500 complete" [1] "Simulation 370 out of 500 complete" [1] "Simulation 371 out of 500 complete" [1] "Simulation 372 out of 500 complete" [1] "Simulation 373 out of 500 complete" [1] "Simulation 374 out of 500 complete" [1] "Simulation 375 out of 500 complete" [1] "Simulation 376 out of 500 complete" [1] "Simulation 377 out of 500 complete" [1] "Simulation 378 out of 500 complete" [1] "Simulation 379 out of 500 complete" [1] "Simulation 380 out of 500 complete" [1] "Simulation 381 out of 500 complete" [1] "Simulation 382 out of 500 complete" [1] "Simulation 383 out of 500 complete" [1] "Simulation 384 out of 500 complete" [1] "Simulation 385 out of 500 complete" [1] "Simulation 386 out of 500 complete" [1] "Simulation 387 out of 500 complete" [1] "Simulation 388 out of 500 complete" [1] "Simulation 389 out of 500 complete" [1] "Simulation 390 out of 500 complete" [1] "Simulation 391 out of 500 complete" [1] "Simulation 392 out of 500 complete" [1] "Simulation 393 out of 500 complete" [1] "Simulation 394 out of 500 complete" [1] "Simulation 395 out of 500 complete" [1] "Simulation 396 out of 500 complete" [1] "Simulation 397 out of 500 complete" [1] "Simulation 398 out of 500 complete" [1] "Simulation 399 out of 500 complete" [1] "Simulation 400 out of 500 complete" [1] "Simulation 401 out of 500 complete" [1] "Simulation 402 out of 500 complete" [1] "Simulation 403 out of 500 complete" [1] "Simulation 404 out of 500 complete" [1] "Simulation 405 out of 500 complete" [1] "Simulation 406 out of 500 complete" [1] "Simulation 407 out of 500 complete" [1] "Simulation 408 out of 500 complete" [1] "Simulation 409 out of 500 complete" [1] "Simulation 410 out of 500 complete" [1] "Simulation 411 out of 500 complete" [1] "Simulation 412 out of 500 complete" [1] "Simulation 413 out of 500 complete" [1] "Simulation 414 out of 500 complete" [1] "Simulation 415 out of 500 complete" [1] "Simulation 416 out of 500 complete" [1] "Simulation 417 out of 500 complete" [1] "Simulation 418 out of 500 complete" [1] "Simulation 419 out of 500 complete" [1] "Simulation 420 out of 500 complete" [1] "Simulation 421 out of 500 complete" [1] "Simulation 422 out of 500 complete" [1] "Simulation 423 out of 500 complete" [1] "Simulation 424 out of 500 complete" [1] "Simulation 425 out of 500 complete" [1] "Simulation 426 out of 500 complete" [1] "Simulation 427 out of 500 complete" [1] "Simulation 428 out of 500 complete" [1] "Simulation 429 out of 500 complete" [1] "Simulation 430 out of 500 complete" [1] "Simulation 431 out of 500 complete" [1] "Simulation 432 out of 500 complete" [1] "Simulation 433 out of 500 complete" [1] "Simulation 434 out of 500 complete" [1] "Simulation 435 out of 500 complete" [1] "Simulation 436 out of 500 complete" [1] "Simulation 437 out of 500 complete" [1] "Simulation 438 out of 500 complete" [1] "Simulation 439 out of 500 complete" [1] "Simulation 440 out of 500 complete" [1] "Simulation 441 out of 500 complete" [1] "Simulation 442 out of 500 complete" [1] "Simulation 443 out of 500 complete" [1] "Simulation 444 out of 500 complete" [1] "Simulation 445 out of 500 complete" [1] "Simulation 446 out of 500 complete" [1] "Simulation 447 out of 500 complete" [1] "Simulation 448 out of 500 complete" [1] "Simulation 449 out of 500 complete" [1] "Simulation 450 out of 500 complete" [1] "Simulation 451 out of 500 complete" [1] "Simulation 452 out of 500 complete" [1] "Simulation 453 out of 500 complete" [1] "Simulation 454 out of 500 complete" [1] "Simulation 455 out of 500 complete" [1] "Simulation 456 out of 500 complete" [1] "Simulation 457 out of 500 complete" [1] "Simulation 458 out of 500 complete" [1] "Simulation 459 out of 500 complete" [1] "Simulation 460 out of 500 complete" [1] "Simulation 461 out of 500 complete" [1] "Simulation 462 out of 500 complete" [1] "Simulation 463 out of 500 complete" [1] "Simulation 464 out of 500 complete" [1] "Simulation 465 out of 500 complete" [1] "Simulation 466 out of 500 complete" [1] "Simulation 467 out of 500 complete" [1] "Simulation 468 out of 500 complete" [1] "Simulation 469 out of 500 complete" [1] "Simulation 470 out of 500 complete" [1] "Simulation 471 out of 500 complete" [1] "Simulation 472 out of 500 complete" [1] "Simulation 473 out of 500 complete" [1] "Simulation 474 out of 500 complete" [1] "Simulation 475 out of 500 complete" [1] "Simulation 476 out of 500 complete" [1] "Simulation 477 out of 500 complete" [1] "Simulation 478 out of 500 complete" [1] "Simulation 479 out of 500 complete" [1] "Simulation 480 out of 500 complete" [1] "Simulation 481 out of 500 complete" [1] "Simulation 482 out of 500 complete" [1] "Simulation 483 out of 500 complete" [1] "Simulation 484 out of 500 complete" [1] "Simulation 485 out of 500 complete" [1] "Simulation 486 out of 500 complete" [1] "Simulation 487 out of 500 complete" [1] "Simulation 488 out of 500 complete" [1] "Simulation 489 out of 500 complete" [1] "Simulation 490 out of 500 complete" [1] "Simulation 491 out of 500 complete" [1] "Simulation 492 out of 500 complete" [1] "Simulation 493 out of 500 complete" [1] "Simulation 494 out of 500 complete" [1] "Simulation 495 out of 500 complete" [1] "Simulation 496 out of 500 complete" [1] "Simulation 497 out of 500 complete" [1] "Simulation 498 out of 500 complete" [1] "Simulation 499 out of 500 complete" [1] "Simulation 500 out of 500 complete" 95% CI (Bootstrap): [1.355, 2.049] E-value: 1.435 Estimate Std. Dev. lower 95% CI Upper 95% CI MC p-val Partial MEMS 0.005966962 0.02184901 -0.03818751 0.04829517 0.358 Full MEMS 0.024207938 0.06740966 -0.10096783 0.16274804 0.372 Diff. in MEMS -0.018240976 0.07042197 -0.16381196 0.11007959 0.412 Prop. of partial MEMS explained E-value Partial MEMS NA 1.824390 Full MEMS NA 1.434928 Diff. in MEMS -3.056996 17.519217 > > ######################## > # Effect size comparison > ######################## > > #Is the effect of racial homophily on transitivity larger or smaller > #than the effect of grade homophily? > > compare_MEMS(partial_model=model2, + full_model=model2, + micro_process="nodematch.Race", + micro_process2="absdiff.Grade", + macro_function=transitivity, + object_type = "igraph", + silent=FALSE, + algorithm="parametric") Computing MEMS for partial model. Computing MEMS over 0-1 interval [1] "Simulation 1 out of 500 complete" [1] "Simulation 2 out of 500 complete" [1] "Simulation 3 out of 500 complete" [1] "Simulation 4 out of 500 complete" [1] "Simulation 5 out of 500 complete" [1] "Simulation 6 out of 500 complete" [1] "Simulation 7 out of 500 complete" [1] "Simulation 8 out of 500 complete" [1] "Simulation 9 out of 500 complete" [1] "Simulation 10 out of 500 complete" [1] "Simulation 11 out of 500 complete" [1] "Simulation 12 out of 500 complete" [1] "Simulation 13 out of 500 complete" [1] "Simulation 14 out of 500 complete" [1] "Simulation 15 out of 500 complete" [1] "Simulation 16 out of 500 complete" [1] "Simulation 17 out of 500 complete" [1] "Simulation 18 out of 500 complete" [1] "Simulation 19 out of 500 complete" [1] "Simulation 20 out of 500 complete" [1] "Simulation 21 out of 500 complete" [1] "Simulation 22 out of 500 complete" [1] "Simulation 23 out of 500 complete" [1] "Simulation 24 out of 500 complete" [1] "Simulation 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out of 500 complete" [1] "Simulation 466 out of 500 complete" [1] "Simulation 467 out of 500 complete" [1] "Simulation 468 out of 500 complete" [1] "Simulation 469 out of 500 complete" [1] "Simulation 470 out of 500 complete" [1] "Simulation 471 out of 500 complete" [1] "Simulation 472 out of 500 complete" [1] "Simulation 473 out of 500 complete" [1] "Simulation 474 out of 500 complete" [1] "Simulation 475 out of 500 complete" [1] "Simulation 476 out of 500 complete" [1] "Simulation 477 out of 500 complete" [1] "Simulation 478 out of 500 complete" [1] "Simulation 479 out of 500 complete" [1] "Simulation 480 out of 500 complete" [1] "Simulation 481 out of 500 complete" [1] "Simulation 482 out of 500 complete" [1] "Simulation 483 out of 500 complete" [1] "Simulation 484 out of 500 complete" [1] "Simulation 485 out of 500 complete" [1] "Simulation 486 out of 500 complete" [1] "Simulation 487 out of 500 complete" [1] "Simulation 488 out of 500 complete" [1] "Simulation 489 out of 500 complete" [1] "Simulation 490 out of 500 complete" [1] "Simulation 491 out of 500 complete" [1] "Simulation 492 out of 500 complete" [1] "Simulation 493 out of 500 complete" [1] "Simulation 494 out of 500 complete" [1] "Simulation 495 out of 500 complete" [1] "Simulation 496 out of 500 complete" [1] "Simulation 497 out of 500 complete" [1] "Simulation 498 out of 500 complete" [1] "Simulation 499 out of 500 complete" [1] "Simulation 500 out of 500 complete" 95% CI (Bootstrap): [1.346, 2.029] E-value: 1.425 Computing MEMS for full model. Computing MEMS over 0-1 interval [1] "Simulation 1 out of 500 complete" [1] "Simulation 2 out of 500 complete" [1] "Simulation 3 out of 500 complete" [1] "Simulation 4 out of 500 complete" [1] "Simulation 5 out of 500 complete" [1] "Simulation 6 out of 500 complete" [1] "Simulation 7 out of 500 complete" [1] "Simulation 8 out of 500 complete" [1] "Simulation 9 out of 500 complete" [1] "Simulation 10 out of 500 complete" [1] "Simulation 11 out of 500 complete" [1] "Simulation 12 out of 500 complete" [1] "Simulation 13 out of 500 complete" [1] "Simulation 14 out of 500 complete" [1] "Simulation 15 out of 500 complete" [1] "Simulation 16 out of 500 complete" [1] "Simulation 17 out of 500 complete" [1] "Simulation 18 out of 500 complete" [1] "Simulation 19 out of 500 complete" [1] "Simulation 20 out of 500 complete" [1] "Simulation 21 out of 500 complete" [1] "Simulation 22 out of 500 complete" [1] "Simulation 23 out of 500 complete" [1] "Simulation 24 out of 500 complete" [1] "Simulation 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out of 500 complete" [1] "Simulation 466 out of 500 complete" [1] "Simulation 467 out of 500 complete" [1] "Simulation 468 out of 500 complete" [1] "Simulation 469 out of 500 complete" [1] "Simulation 470 out of 500 complete" [1] "Simulation 471 out of 500 complete" [1] "Simulation 472 out of 500 complete" [1] "Simulation 473 out of 500 complete" [1] "Simulation 474 out of 500 complete" [1] "Simulation 475 out of 500 complete" [1] "Simulation 476 out of 500 complete" [1] "Simulation 477 out of 500 complete" [1] "Simulation 478 out of 500 complete" [1] "Simulation 479 out of 500 complete" [1] "Simulation 480 out of 500 complete" [1] "Simulation 481 out of 500 complete" [1] "Simulation 482 out of 500 complete" [1] "Simulation 483 out of 500 complete" [1] "Simulation 484 out of 500 complete" [1] "Simulation 485 out of 500 complete" [1] "Simulation 486 out of 500 complete" [1] "Simulation 487 out of 500 complete" [1] "Simulation 488 out of 500 complete" [1] "Simulation 489 out of 500 complete" [1] "Simulation 490 out of 500 complete" [1] "Simulation 491 out of 500 complete" [1] "Simulation 492 out of 500 complete" [1] "Simulation 493 out of 500 complete" [1] "Simulation 494 out of 500 complete" [1] "Simulation 495 out of 500 complete" [1] "Simulation 496 out of 500 complete" [1] "Simulation 497 out of 500 complete" [1] "Simulation 498 out of 500 complete" [1] "Simulation 499 out of 500 complete" [1] "Simulation 500 out of 500 complete" 95% CI (Bootstrap): [1.345, 2.027] E-value: 1.423 Estimate Std. Dev. lower 95% CI Upper 95% CI MC p-val nodematch.Race 0.0233752898 0.06506831 -0.10060295 0.1656972 0.372 absdiff.Grade 0.0234062666 0.06088439 -0.09522116 0.1524018 0.356 Diff. in MEMS -0.0000309768 0.08890026 -0.16888008 0.2015934 0.494 Prop. of partial MEMS explained E-value nodematch.Race NA 1.424651 absdiff.Grade NA 1.423374 Diff. in MEMS -0.001325194 1.080419 > > > > > ################### > # Robustness check > ################## > > #Are MEMS estimates derived from ERGM robust to alternative MPLE estimation strategies? > > model_MPLE<-ergmMPLE(faux.mesa.high~edges+nodecov("Grade")+nodefactor("Race")+ + nodefactor("Sex")+nodematch("Race")+nodematch("Sex")+absdiff("Grade")+ + gwesp(.5,fixed=TRUE), + output="fit") Starting maximum pseudolikelihood estimation (MPLE): Obtaining the responsible dyads. Evaluating the predictor and response matrix. Maximizing the pseudolikelihood. Finished MPLE. Evaluating log-likelihood at the estimate. > > compare_MEMS(partial_model=model2, + full_model=model_MPLE, + micro_process="gwesp.fixed.0.5", + macro_function=transitivity, + object_type = "igraph", + silent=FALSE, + algorithm="parametric", + sensitivity_ev=FALSE) Computing MEMS for partial model. Computing MEMS over 0-1 interval [1] "Simulation 1 out of 500 complete" [1] "Simulation 2 out of 500 complete" [1] "Simulation 3 out of 500 complete" [1] "Simulation 4 out of 500 complete" [1] "Simulation 5 out of 500 complete" [1] "Simulation 6 out of 500 complete" [1] "Simulation 7 out of 500 complete" [1] "Simulation 8 out of 500 complete" [1] "Simulation 9 out of 500 complete" [1] "Simulation 10 out of 500 complete" [1] "Simulation 11 out of 500 complete" [1] "Simulation 12 out of 500 complete" [1] "Simulation 13 out of 500 complete" [1] "Simulation 14 out of 500 complete" [1] "Simulation 15 out of 500 complete" [1] "Simulation 16 out of 500 complete" [1] "Simulation 17 out of 500 complete" [1] "Simulation 18 out of 500 complete" [1] "Simulation 19 out of 500 complete" [1] "Simulation 20 out of 500 complete" [1] "Simulation 21 out of 500 complete" [1] "Simulation 22 out of 500 complete" [1] "Simulation 23 out of 500 complete" [1] "Simulation 24 out of 500 complete" [1] "Simulation 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out of 500 complete" [1] "Simulation 174 out of 500 complete" [1] "Simulation 175 out of 500 complete" [1] "Simulation 176 out of 500 complete" [1] "Simulation 177 out of 500 complete" [1] "Simulation 178 out of 500 complete" [1] "Simulation 179 out of 500 complete" [1] "Simulation 180 out of 500 complete" [1] "Simulation 181 out of 500 complete" [1] "Simulation 182 out of 500 complete" [1] "Simulation 183 out of 500 complete" [1] "Simulation 184 out of 500 complete" [1] "Simulation 185 out of 500 complete" [1] "Simulation 186 out of 500 complete" [1] "Simulation 187 out of 500 complete" [1] "Simulation 188 out of 500 complete" [1] "Simulation 189 out of 500 complete" [1] "Simulation 190 out of 500 complete" [1] "Simulation 191 out of 500 complete" [1] "Simulation 192 out of 500 complete" [1] "Simulation 193 out of 500 complete" [1] "Simulation 194 out of 500 complete" [1] "Simulation 195 out of 500 complete" [1] "Simulation 196 out of 500 complete" [1] "Simulation 197 out of 500 complete" [1] "Simulation 198 out of 500 complete" [1] "Simulation 199 out of 500 complete" [1] "Simulation 200 out of 500 complete" [1] "Simulation 201 out of 500 complete" [1] "Simulation 202 out of 500 complete" [1] "Simulation 203 out of 500 complete" [1] "Simulation 204 out of 500 complete" [1] "Simulation 205 out of 500 complete" [1] "Simulation 206 out of 500 complete" [1] "Simulation 207 out of 500 complete" [1] "Simulation 208 out of 500 complete" [1] "Simulation 209 out of 500 complete" [1] "Simulation 210 out of 500 complete" [1] "Simulation 211 out of 500 complete" [1] "Simulation 212 out of 500 complete" [1] "Simulation 213 out of 500 complete" [1] "Simulation 214 out of 500 complete" [1] "Simulation 215 out of 500 complete" [1] "Simulation 216 out of 500 complete" [1] "Simulation 217 out of 500 complete" [1] "Simulation 218 out of 500 complete" [1] "Simulation 219 out of 500 complete" [1] "Simulation 220 out of 500 complete" [1] "Simulation 221 out of 500 complete" [1] "Simulation 222 out of 500 complete" [1] "Simulation 223 out of 500 complete" [1] "Simulation 224 out of 500 complete" [1] "Simulation 225 out of 500 complete" [1] "Simulation 226 out of 500 complete" [1] "Simulation 227 out of 500 complete" [1] "Simulation 228 out of 500 complete" [1] "Simulation 229 out of 500 complete" [1] "Simulation 230 out of 500 complete" [1] "Simulation 231 out of 500 complete" [1] "Simulation 232 out of 500 complete" [1] "Simulation 233 out of 500 complete" [1] "Simulation 234 out of 500 complete" [1] "Simulation 235 out of 500 complete" [1] "Simulation 236 out of 500 complete" [1] "Simulation 237 out of 500 complete" [1] "Simulation 238 out of 500 complete" [1] "Simulation 239 out of 500 complete" [1] "Simulation 240 out of 500 complete" [1] "Simulation 241 out of 500 complete" [1] "Simulation 242 out of 500 complete" [1] "Simulation 243 out of 500 complete" [1] "Simulation 244 out of 500 complete" [1] "Simulation 245 out of 500 complete" [1] "Simulation 246 out of 500 complete" [1] "Simulation 247 out of 500 complete" [1] "Simulation 248 out of 500 complete" [1] "Simulation 249 out of 500 complete" [1] "Simulation 250 out of 500 complete" [1] "Simulation 251 out of 500 complete" [1] "Simulation 252 out of 500 complete" [1] "Simulation 253 out of 500 complete" [1] "Simulation 254 out of 500 complete" [1] "Simulation 255 out of 500 complete" [1] "Simulation 256 out of 500 complete" [1] "Simulation 257 out of 500 complete" [1] "Simulation 258 out of 500 complete" [1] "Simulation 259 out of 500 complete" [1] "Simulation 260 out of 500 complete" [1] "Simulation 261 out of 500 complete" [1] "Simulation 262 out of 500 complete" [1] "Simulation 263 out of 500 complete" [1] "Simulation 264 out of 500 complete" [1] "Simulation 265 out of 500 complete" [1] "Simulation 266 out of 500 complete" [1] "Simulation 267 out of 500 complete" [1] "Simulation 268 out of 500 complete" [1] "Simulation 269 out of 500 complete" [1] "Simulation 270 out of 500 complete" [1] "Simulation 271 out of 500 complete" [1] "Simulation 272 out of 500 complete" [1] "Simulation 273 out of 500 complete" [1] "Simulation 274 out of 500 complete" [1] "Simulation 275 out of 500 complete" [1] "Simulation 276 out of 500 complete" [1] "Simulation 277 out of 500 complete" [1] "Simulation 278 out of 500 complete" [1] "Simulation 279 out of 500 complete" [1] "Simulation 280 out of 500 complete" [1] "Simulation 281 out of 500 complete" [1] "Simulation 282 out of 500 complete" [1] "Simulation 283 out of 500 complete" [1] "Simulation 284 out of 500 complete" [1] "Simulation 285 out of 500 complete" [1] "Simulation 286 out of 500 complete" [1] "Simulation 287 out of 500 complete" [1] "Simulation 288 out of 500 complete" [1] "Simulation 289 out of 500 complete" [1] "Simulation 290 out of 500 complete" [1] "Simulation 291 out of 500 complete" [1] "Simulation 292 out of 500 complete" [1] "Simulation 293 out of 500 complete" [1] "Simulation 294 out of 500 complete" [1] "Simulation 295 out of 500 complete" [1] "Simulation 296 out of 500 complete" [1] "Simulation 297 out of 500 complete" [1] "Simulation 298 out of 500 complete" [1] "Simulation 299 out of 500 complete" [1] "Simulation 300 out of 500 complete" [1] "Simulation 301 out of 500 complete" [1] "Simulation 302 out of 500 complete" [1] "Simulation 303 out of 500 complete" [1] "Simulation 304 out of 500 complete" [1] "Simulation 305 out of 500 complete" [1] "Simulation 306 out of 500 complete" [1] "Simulation 307 out of 500 complete" [1] "Simulation 308 out of 500 complete" [1] "Simulation 309 out of 500 complete" [1] "Simulation 310 out of 500 complete" [1] "Simulation 311 out of 500 complete" [1] "Simulation 312 out of 500 complete" [1] "Simulation 313 out of 500 complete" [1] "Simulation 314 out of 500 complete" [1] "Simulation 315 out of 500 complete" [1] "Simulation 316 out of 500 complete" [1] "Simulation 317 out of 500 complete" [1] "Simulation 318 out of 500 complete" [1] "Simulation 319 out of 500 complete" [1] "Simulation 320 out of 500 complete" [1] "Simulation 321 out of 500 complete" [1] "Simulation 322 out of 500 complete" [1] "Simulation 323 out of 500 complete" [1] "Simulation 324 out of 500 complete" [1] "Simulation 325 out of 500 complete" [1] "Simulation 326 out of 500 complete" [1] "Simulation 327 out of 500 complete" [1] "Simulation 328 out of 500 complete" [1] "Simulation 329 out of 500 complete" [1] "Simulation 330 out of 500 complete" [1] "Simulation 331 out of 500 complete" [1] "Simulation 332 out of 500 complete" [1] "Simulation 333 out of 500 complete" [1] "Simulation 334 out of 500 complete" [1] "Simulation 335 out of 500 complete" [1] "Simulation 336 out of 500 complete" [1] "Simulation 337 out of 500 complete" [1] "Simulation 338 out of 500 complete" [1] "Simulation 339 out of 500 complete" [1] "Simulation 340 out of 500 complete" [1] "Simulation 341 out of 500 complete" [1] "Simulation 342 out of 500 complete" [1] "Simulation 343 out of 500 complete" [1] "Simulation 344 out of 500 complete" [1] "Simulation 345 out of 500 complete" [1] "Simulation 346 out of 500 complete" [1] "Simulation 347 out of 500 complete" [1] "Simulation 348 out of 500 complete" [1] "Simulation 349 out of 500 complete" [1] "Simulation 350 out of 500 complete" [1] "Simulation 351 out of 500 complete" [1] "Simulation 352 out of 500 complete" [1] "Simulation 353 out of 500 complete" [1] "Simulation 354 out of 500 complete" [1] "Simulation 355 out of 500 complete" [1] "Simulation 356 out of 500 complete" [1] "Simulation 357 out of 500 complete" [1] "Simulation 358 out of 500 complete" [1] "Simulation 359 out of 500 complete" [1] "Simulation 360 out of 500 complete" [1] "Simulation 361 out of 500 complete" [1] "Simulation 362 out of 500 complete" [1] "Simulation 363 out of 500 complete" [1] "Simulation 364 out of 500 complete" [1] "Simulation 365 out of 500 complete" [1] "Simulation 366 out of 500 complete" [1] "Simulation 367 out of 500 complete" [1] "Simulation 368 out of 500 complete" [1] "Simulation 369 out of 500 complete" [1] "Simulation 370 out of 500 complete" [1] "Simulation 371 out of 500 complete" [1] "Simulation 372 out of 500 complete" [1] "Simulation 373 out of 500 complete" [1] "Simulation 374 out of 500 complete" [1] "Simulation 375 out of 500 complete" [1] "Simulation 376 out of 500 complete" [1] "Simulation 377 out of 500 complete" [1] "Simulation 378 out of 500 complete" [1] "Simulation 379 out of 500 complete" [1] "Simulation 380 out of 500 complete" [1] "Simulation 381 out of 500 complete" [1] "Simulation 382 out of 500 complete" [1] "Simulation 383 out of 500 complete" [1] "Simulation 384 out of 500 complete" [1] "Simulation 385 out of 500 complete" [1] "Simulation 386 out of 500 complete" [1] "Simulation 387 out of 500 complete" [1] "Simulation 388 out of 500 complete" [1] "Simulation 389 out of 500 complete" [1] "Simulation 390 out of 500 complete" [1] "Simulation 391 out of 500 complete" [1] "Simulation 392 out of 500 complete" [1] "Simulation 393 out of 500 complete" [1] "Simulation 394 out of 500 complete" [1] "Simulation 395 out of 500 complete" [1] "Simulation 396 out of 500 complete" [1] "Simulation 397 out of 500 complete" [1] "Simulation 398 out of 500 complete" [1] "Simulation 399 out of 500 complete" [1] "Simulation 400 out of 500 complete" [1] "Simulation 401 out of 500 complete" [1] "Simulation 402 out of 500 complete" [1] "Simulation 403 out of 500 complete" [1] "Simulation 404 out of 500 complete" [1] "Simulation 405 out of 500 complete" [1] "Simulation 406 out of 500 complete" [1] "Simulation 407 out of 500 complete" [1] "Simulation 408 out of 500 complete" [1] "Simulation 409 out of 500 complete" [1] "Simulation 410 out of 500 complete" [1] "Simulation 411 out of 500 complete" [1] "Simulation 412 out of 500 complete" [1] "Simulation 413 out of 500 complete" [1] "Simulation 414 out of 500 complete" [1] "Simulation 415 out of 500 complete" [1] "Simulation 416 out of 500 complete" [1] "Simulation 417 out of 500 complete" [1] "Simulation 418 out of 500 complete" [1] "Simulation 419 out of 500 complete" [1] "Simulation 420 out of 500 complete" [1] "Simulation 421 out of 500 complete" [1] "Simulation 422 out of 500 complete" [1] "Simulation 423 out of 500 complete" [1] "Simulation 424 out of 500 complete" [1] "Simulation 425 out of 500 complete" [1] "Simulation 426 out of 500 complete" [1] "Simulation 427 out of 500 complete" [1] "Simulation 428 out of 500 complete" [1] "Simulation 429 out of 500 complete" [1] "Simulation 430 out of 500 complete" [1] "Simulation 431 out of 500 complete" [1] "Simulation 432 out of 500 complete" [1] "Simulation 433 out of 500 complete" [1] "Simulation 434 out of 500 complete" [1] "Simulation 435 out of 500 complete" [1] "Simulation 436 out of 500 complete" [1] "Simulation 437 out of 500 complete" [1] "Simulation 438 out of 500 complete" [1] "Simulation 439 out of 500 complete" [1] "Simulation 440 out of 500 complete" [1] "Simulation 441 out of 500 complete" [1] "Simulation 442 out of 500 complete" [1] "Simulation 443 out of 500 complete" [1] "Simulation 444 out of 500 complete" [1] "Simulation 445 out of 500 complete" [1] "Simulation 446 out of 500 complete" [1] "Simulation 447 out of 500 complete" [1] "Simulation 448 out of 500 complete" [1] "Simulation 449 out of 500 complete" [1] "Simulation 450 out of 500 complete" [1] "Simulation 451 out of 500 complete" [1] "Simulation 452 out of 500 complete" [1] "Simulation 453 out of 500 complete" [1] "Simulation 454 out of 500 complete" [1] "Simulation 455 out of 500 complete" [1] "Simulation 456 out of 500 complete" [1] "Simulation 457 out of 500 complete" [1] "Simulation 458 out of 500 complete" [1] "Simulation 459 out of 500 complete" [1] "Simulation 460 out of 500 complete" [1] "Simulation 461 out of 500 complete" [1] "Simulation 462 out of 500 complete" [1] "Simulation 463 out of 500 complete" [1] "Simulation 464 out of 500 complete" [1] "Simulation 465 out of 500 complete" [1] "Simulation 466 out of 500 complete" [1] "Simulation 467 out of 500 complete" [1] "Simulation 468 out of 500 complete" [1] "Simulation 469 out of 500 complete" [1] "Simulation 470 out of 500 complete" [1] "Simulation 471 out of 500 complete" [1] "Simulation 472 out of 500 complete" [1] "Simulation 473 out of 500 complete" [1] "Simulation 474 out of 500 complete" [1] "Simulation 475 out of 500 complete" [1] "Simulation 476 out of 500 complete" [1] "Simulation 477 out of 500 complete" [1] "Simulation 478 out of 500 complete" [1] "Simulation 479 out of 500 complete" [1] "Simulation 480 out of 500 complete" [1] "Simulation 481 out of 500 complete" [1] "Simulation 482 out of 500 complete" [1] "Simulation 483 out of 500 complete" [1] "Simulation 484 out of 500 complete" [1] "Simulation 485 out of 500 complete" [1] "Simulation 486 out of 500 complete" [1] "Simulation 487 out of 500 complete" [1] "Simulation 488 out of 500 complete" [1] "Simulation 489 out of 500 complete" [1] "Simulation 490 out of 500 complete" [1] "Simulation 491 out of 500 complete" [1] "Simulation 492 out of 500 complete" [1] "Simulation 493 out of 500 complete" [1] "Simulation 494 out of 500 complete" [1] "Simulation 495 out of 500 complete" [1] "Simulation 496 out of 500 complete" [1] "Simulation 497 out of 500 complete" [1] "Simulation 498 out of 500 complete" [1] "Simulation 499 out of 500 complete" [1] "Simulation 500 out of 500 complete" Computing MEMS for full model. Computing MEMS over 0-1 interval [1] "Simulation 1 out of 500 complete" [1] "Simulation 2 out of 500 complete" [1] "Simulation 3 out of 500 complete" [1] "Simulation 4 out of 500 complete" [1] "Simulation 5 out of 500 complete" [1] "Simulation 6 out of 500 complete" [1] "Simulation 7 out of 500 complete" [1] "Simulation 8 out of 500 complete" [1] "Simulation 9 out of 500 complete" [1] "Simulation 10 out of 500 complete" [1] "Simulation 11 out of 500 complete" [1] "Simulation 12 out of 500 complete" [1] "Simulation 13 out of 500 complete" [1] "Simulation 14 out of 500 complete" [1] "Simulation 15 out of 500 complete" [1] "Simulation 16 out of 500 complete" [1] "Simulation 17 out of 500 complete" [1] "Simulation 18 out of 500 complete" [1] "Simulation 19 out of 500 complete" [1] "Simulation 20 out of 500 complete" [1] "Simulation 21 out of 500 complete" [1] "Simulation 22 out of 500 complete" [1] "Simulation 23 out of 500 complete" [1] "Simulation 24 out of 500 complete" [1] "Simulation 25 out of 500 complete" [1] "Simulation 26 out of 500 complete" [1] "Simulation 27 out of 500 complete" [1] "Simulation 28 out of 500 complete" [1] "Simulation 29 out of 500 complete" [1] "Simulation 30 out of 500 complete" [1] "Simulation 31 out of 500 complete" [1] "Simulation 32 out of 500 complete" [1] "Simulation 33 out of 500 complete" [1] "Simulation 34 out of 500 complete" [1] "Simulation 35 out of 500 complete" [1] "Simulation 36 out of 500 complete" [1] "Simulation 37 out of 500 complete" [1] "Simulation 38 out of 500 complete" [1] "Simulation 39 out of 500 complete" [1] "Simulation 40 out of 500 complete" [1] "Simulation 41 out of 500 complete" [1] "Simulation 42 out of 500 complete" [1] "Simulation 43 out of 500 complete" [1] "Simulation 44 out of 500 complete" [1] "Simulation 45 out of 500 complete" [1] "Simulation 46 out of 500 complete" [1] "Simulation 47 out of 500 complete" [1] "Simulation 48 out of 500 complete" [1] "Simulation 49 out of 500 complete" [1] "Simulation 50 out of 500 complete" [1] "Simulation 51 out of 500 complete" [1] "Simulation 52 out of 500 complete" [1] "Simulation 53 out of 500 complete" [1] "Simulation 54 out of 500 complete" [1] "Simulation 55 out of 500 complete" [1] "Simulation 56 out of 500 complete" [1] "Simulation 57 out of 500 complete" [1] "Simulation 58 out of 500 complete" [1] "Simulation 59 out of 500 complete" [1] "Simulation 60 out of 500 complete" [1] "Simulation 61 out of 500 complete" [1] "Simulation 62 out of 500 complete" [1] "Simulation 63 out of 500 complete" [1] "Simulation 64 out of 500 complete" [1] "Simulation 65 out of 500 complete" [1] "Simulation 66 out of 500 complete" [1] "Simulation 67 out of 500 complete" [1] "Simulation 68 out of 500 complete" [1] "Simulation 69 out of 500 complete" [1] "Simulation 70 out of 500 complete" [1] "Simulation 71 out of 500 complete" [1] "Simulation 72 out of 500 complete" [1] "Simulation 73 out of 500 complete" [1] "Simulation 74 out of 500 complete" [1] "Simulation 75 out of 500 complete" [1] "Simulation 76 out of 500 complete" [1] "Simulation 77 out of 500 complete" [1] "Simulation 78 out of 500 complete" [1] "Simulation 79 out of 500 complete" [1] "Simulation 80 out of 500 complete" [1] "Simulation 81 out of 500 complete" [1] "Simulation 82 out of 500 complete" [1] "Simulation 83 out of 500 complete" [1] "Simulation 84 out of 500 complete" [1] "Simulation 85 out of 500 complete" [1] "Simulation 86 out of 500 complete" [1] "Simulation 87 out of 500 complete" [1] "Simulation 88 out of 500 complete" [1] "Simulation 89 out of 500 complete" [1] "Simulation 90 out of 500 complete" [1] "Simulation 91 out of 500 complete" [1] "Simulation 92 out of 500 complete" [1] "Simulation 93 out of 500 complete" [1] "Simulation 94 out of 500 complete" [1] "Simulation 95 out of 500 complete" [1] "Simulation 96 out of 500 complete" [1] "Simulation 97 out of 500 complete" [1] "Simulation 98 out of 500 complete" [1] "Simulation 99 out of 500 complete" [1] "Simulation 100 out of 500 complete" [1] "Simulation 101 out of 500 complete" [1] "Simulation 102 out of 500 complete" [1] "Simulation 103 out of 500 complete" [1] "Simulation 104 out of 500 complete" [1] "Simulation 105 out of 500 complete" [1] "Simulation 106 out of 500 complete" [1] "Simulation 107 out of 500 complete" [1] "Simulation 108 out of 500 complete" [1] "Simulation 109 out of 500 complete" [1] "Simulation 110 out of 500 complete" [1] "Simulation 111 out of 500 complete" [1] "Simulation 112 out of 500 complete" [1] "Simulation 113 out of 500 complete" [1] "Simulation 114 out of 500 complete" [1] "Simulation 115 out of 500 complete" [1] "Simulation 116 out of 500 complete" [1] "Simulation 117 out of 500 complete" [1] "Simulation 118 out of 500 complete" [1] "Simulation 119 out of 500 complete" [1] "Simulation 120 out of 500 complete" [1] "Simulation 121 out of 500 complete" [1] "Simulation 122 out of 500 complete" [1] "Simulation 123 out of 500 complete" [1] "Simulation 124 out of 500 complete" [1] "Simulation 125 out of 500 complete" [1] "Simulation 126 out of 500 complete" [1] "Simulation 127 out of 500 complete" [1] "Simulation 128 out of 500 complete" [1] "Simulation 129 out of 500 complete" [1] "Simulation 130 out of 500 complete" [1] "Simulation 131 out of 500 complete" [1] "Simulation 132 out of 500 complete" [1] "Simulation 133 out of 500 complete" [1] "Simulation 134 out of 500 complete" [1] "Simulation 135 out of 500 complete" [1] "Simulation 136 out of 500 complete" [1] "Simulation 137 out of 500 complete" [1] "Simulation 138 out of 500 complete" [1] "Simulation 139 out of 500 complete" [1] "Simulation 140 out of 500 complete" [1] "Simulation 141 out of 500 complete" [1] "Simulation 142 out of 500 complete" [1] "Simulation 143 out of 500 complete" [1] "Simulation 144 out of 500 complete" [1] "Simulation 145 out of 500 complete" [1] "Simulation 146 out of 500 complete" [1] "Simulation 147 out of 500 complete" [1] "Simulation 148 out of 500 complete" [1] "Simulation 149 out of 500 complete" [1] "Simulation 150 out of 500 complete" [1] "Simulation 151 out of 500 complete" [1] "Simulation 152 out of 500 complete" [1] "Simulation 153 out of 500 complete" [1] "Simulation 154 out of 500 complete" [1] "Simulation 155 out of 500 complete" [1] "Simulation 156 out of 500 complete" [1] "Simulation 157 out of 500 complete" [1] "Simulation 158 out of 500 complete" [1] "Simulation 159 out of 500 complete" [1] "Simulation 160 out of 500 complete" [1] "Simulation 161 out of 500 complete" [1] "Simulation 162 out of 500 complete" [1] "Simulation 163 out of 500 complete" [1] "Simulation 164 out of 500 complete" [1] "Simulation 165 out of 500 complete" [1] "Simulation 166 out of 500 complete" [1] "Simulation 167 out of 500 complete" [1] "Simulation 168 out of 500 complete" [1] "Simulation 169 out of 500 complete" [1] "Simulation 170 out of 500 complete" [1] "Simulation 171 out of 500 complete" [1] "Simulation 172 out of 500 complete" [1] "Simulation 173 out of 500 complete" [1] "Simulation 174 out of 500 complete" [1] "Simulation 175 out of 500 complete" [1] "Simulation 176 out of 500 complete" [1] "Simulation 177 out of 500 complete" [1] "Simulation 178 out of 500 complete" [1] "Simulation 179 out of 500 complete" [1] "Simulation 180 out of 500 complete" [1] "Simulation 181 out of 500 complete" [1] "Simulation 182 out of 500 complete" [1] "Simulation 183 out of 500 complete" [1] "Simulation 184 out of 500 complete" [1] "Simulation 185 out of 500 complete" [1] "Simulation 186 out of 500 complete" [1] "Simulation 187 out of 500 complete" [1] "Simulation 188 out of 500 complete" [1] "Simulation 189 out of 500 complete" [1] "Simulation 190 out of 500 complete" [1] "Simulation 191 out of 500 complete" [1] "Simulation 192 out of 500 complete" [1] "Simulation 193 out of 500 complete" [1] "Simulation 194 out of 500 complete" [1] "Simulation 195 out of 500 complete" [1] "Simulation 196 out of 500 complete" [1] "Simulation 197 out of 500 complete" [1] "Simulation 198 out of 500 complete" [1] "Simulation 199 out of 500 complete" [1] "Simulation 200 out of 500 complete" [1] "Simulation 201 out of 500 complete" [1] "Simulation 202 out of 500 complete" [1] "Simulation 203 out of 500 complete" [1] "Simulation 204 out of 500 complete" [1] "Simulation 205 out of 500 complete" [1] "Simulation 206 out of 500 complete" [1] "Simulation 207 out of 500 complete" [1] "Simulation 208 out of 500 complete" [1] "Simulation 209 out of 500 complete" [1] "Simulation 210 out of 500 complete" [1] "Simulation 211 out of 500 complete" [1] "Simulation 212 out of 500 complete" [1] "Simulation 213 out of 500 complete" [1] "Simulation 214 out of 500 complete" [1] "Simulation 215 out of 500 complete" [1] "Simulation 216 out of 500 complete" [1] "Simulation 217 out of 500 complete" [1] "Simulation 218 out of 500 complete" [1] "Simulation 219 out of 500 complete" [1] "Simulation 220 out of 500 complete" [1] "Simulation 221 out of 500 complete" [1] "Simulation 222 out of 500 complete" [1] "Simulation 223 out of 500 complete" [1] "Simulation 224 out of 500 complete" [1] "Simulation 225 out of 500 complete" [1] "Simulation 226 out of 500 complete" [1] "Simulation 227 out of 500 complete" [1] "Simulation 228 out of 500 complete" [1] "Simulation 229 out of 500 complete" [1] "Simulation 230 out of 500 complete" [1] "Simulation 231 out of 500 complete" [1] "Simulation 232 out of 500 complete" [1] "Simulation 233 out of 500 complete" [1] "Simulation 234 out of 500 complete" [1] "Simulation 235 out of 500 complete" [1] "Simulation 236 out of 500 complete" [1] "Simulation 237 out of 500 complete" [1] "Simulation 238 out of 500 complete" [1] "Simulation 239 out of 500 complete" [1] "Simulation 240 out of 500 complete" [1] "Simulation 241 out of 500 complete" [1] "Simulation 242 out of 500 complete" [1] "Simulation 243 out of 500 complete" [1] "Simulation 244 out of 500 complete" [1] "Simulation 245 out of 500 complete" [1] "Simulation 246 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complete" [1] "Simulation 490 out of 500 complete" [1] "Simulation 491 out of 500 complete" [1] "Simulation 492 out of 500 complete" [1] "Simulation 493 out of 500 complete" [1] "Simulation 494 out of 500 complete" [1] "Simulation 495 out of 500 complete" [1] "Simulation 496 out of 500 complete" [1] "Simulation 497 out of 500 complete" [1] "Simulation 498 out of 500 complete" [1] "Simulation 499 out of 500 complete" [1] "Simulation 500 out of 500 complete" Estimate Std. Dev. lower 95% CI Upper 95% CI MC p-val Partial MEMS 0.254320773 0.03455008 0.1791678 0.32254798 0.000 Full MEMS 0.255471110 0.03199066 0.1892656 0.31556679 0.000 Diff. in MEMS -0.001150337 0.04638643 -0.1002523 0.09529006 0.508 Prop. of partial MEMS explained E-value Partial MEMS NA NA Full MEMS NA NA Diff. in MEMS -0.004523174 NA > > > ###Compare between SAOM and TERGM > #treating behavioral (smoking) autocorrelation > #as outcome > > library(RSiena) > ##we'll load RSiena since we're using data from here. > ###create a list of adjacency matrices > network_array<-list(s501,s502,s503) > smoking<-as.data.frame(s50s) ##load smoking data > > ##for our analysis, we'll look at binary smoking behavior > for(i in 1:ncol(smoking)){ + + smoking[,i][smoking[,i]>1]<-2 + } > > alcohol<-as.data.frame(s50a) ##we'll use alcohol consumption as a covariate as well > > > > > > ######################################## > # Co-evolution model > ####################################### > > > ##create "sienaDependent" object, > TLSnet<-sienaDependent(array(c(network_array[[1]], + network_array[[2]], + network_array[[3]]), + dim=c(50,50,3))) > TLSbeh<-sienaDependent(as.matrix(smoking),type="behavior") > > #set covariates > Alcohol<-varCovar(as.matrix(alcohol)) > > > ###create dataset, but specify network AND behavior > SAOM.Data<-sienaDataCreate(Network=TLSnet, + Behavior=TLSbeh, + Alcohol) > > ###Create the effects object > SAOM.terms<-getEffects(SAOM.Data) > > > > ###We'll start by specifying the NETWORK function > > SAOM.terms<-includeEffects(SAOM.terms,egoX,altX,absDiffX,interaction1="Alcohol") effectNumber effectName shortName include fix test 1 427 Alcohol alter altX TRUE FALSE FALSE 2 442 Alcohol ego egoX TRUE FALSE FALSE 3 467 Alcohol abs. difference absDiffX TRUE FALSE FALSE initialValue parm 1 0 0 2 0 0 3 0 0 > SAOM.terms<-includeEffects(SAOM.terms,egoX,altX,sameX,interaction1="Behavior") effectNumber effectName shortName include fix test initialValue parm 1 240 Behavior alter altX TRUE FALSE FALSE 0 0 2 255 Behavior ego egoX TRUE FALSE FALSE 0 0 3 311 same Behavior sameX TRUE FALSE FALSE 0 0 > SAOM.terms<-includeEffects(SAOM.terms,transTies,inPop) effectNumber effectName shortName include fix test initialValue 1 46 transitive ties transTies TRUE FALSE FALSE 0 2 80 indegree - popularity inPop TRUE FALSE FALSE 0 parm 1 0 2 0 > > > > ###Now let's specify the BEHAVIOR function > SAOM.terms<-includeEffects(SAOM.terms,effFrom,name="Behavior", + interaction1="Alcohol") effectNumber effectName shortName include fix test 1 777 Behavior: effect from Alcohol effFrom TRUE FALSE FALSE initialValue parm 1 0 0 > SAOM.terms<-includeEffects(SAOM.terms,totSim,name="Behavior", + interaction1="Network") effectNumber effectName shortName include fix test 1 699 Behavior total similarity totSim TRUE FALSE FALSE initialValue parm 1 0 0 > SAOM.terms<-includeEffects(SAOM.terms,isolate, + name="Behavior",interaction1="Network") effectNumber effectName shortName include fix test initialValue 1 720 Behavior in-isolate isolate TRUE FALSE FALSE 0 parm 1 0 > > > > #estimate the model > > create.model<-sienaAlgorithmCreate(projname="Co-evolution_output", + seed=21093, + nsub=4, + n3=1000) If you use this algorithm object, siena07 will create/use an output file Siena.txt . > TLSmodel<-siena07(create.model, + data=SAOM.Data, + effects=SAOM.terms, + verbose=TRUE, + returnDeps=TRUE) Stochastic approximation algorithm. Initial value for gain parameter = 0.2. Reduction factor for gain parameter = 0.5. Start of the algorithm. Observed function values are 1. 115.00000 2. 106.00000 3. 238.00000 4. 160.00000 5. 154.00000 6. 798.00000 7. -4.16000 8. -4.16000 9. 170.00000 10. 12.38000 11. 20.38000 12. 222.00000 13. 11.00000 14. 8.00000 15. 4.00000 16. 30.05837 17. 1.48000 18. 27.36000 Current parameter values: 4.6960424 4.3288454 -1.4677046 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.3200000 0.2600000 0.3935216 0.0000000 0.0000000 0.0000000 Correlations between scores and statistics: 0.61 0.56 0.80 0.78 0.77 0.84 0.81 0.74 0.74 0.91 0.94 0.86 0.69 0.62 0.60 0.49 0.32 0.76 Regression coefficients: 2.13 1.30 0.56 0.85 0.53 1.01 0.59 0.51 0.54 0.71 0.68 0.62 0.15 0.10 0.77 0.53 0.47 1.08 Time per iteration in phase 1 = 0.01052 Average deviations NR generated statistics and targets after phase 1: 27.2622951 30.5409836 24.8524590 -118.9508197 -108.8524590 145.7704918 -4.1659016 -4.5429508 -1.8852459 -3.9154098 -12.6039344 88.7540984 -3.8524590 -1.4918033 0.8524590 -24.4426230 0.5081967 -6.2865574 Diagonal values of derivative matrix : 20.3642 16.1328 206.9370 44.1137 87.0743 5004.8118 59.0860 35.0646 121.6077 379.2587 324.3770 526.0075 23.4967 17.0725 6.3664 35.0541 0.2982 9.4595 dfra : 20.364228668 0.000000000 40.766116608 -3.554416293 -11.517333212 141.455378393 -0.269673388 -1.845495196 17.659886065 -45.346450011 -10.559939478 48.329975589 -21.684359043 0.000000000 0.719941160 10.564041975 -0.118355587 3.242007686 0.000000000 16.132847701 1.790097745 -5.497759051 3.954454984 -5.526611410 -2.437501415 -8.608635436 -4.372913163 9.368080911 -29.777676603 -22.003764807 0.000000000 12.474934364 -0.992949221 -0.355942644 -0.489557572 -0.672695652 1.490674083 -0.801855835 206.936996476 36.360418594 63.755344685 690.164622171 -26.135687480 17.966717575 118.810652538 -81.255511994 11.534326649 252.922191126 23.639478635 -24.097120294 3.878493850 -2.538794162 -1.485964624 0.221382933 -7.504990041 -3.813223063 55.396843323 44.113743629 19.696865735 182.403107283 -15.637435072 11.419714758 36.387287462 -37.656696600 13.737067641 56.696884047 14.628124160 -20.798792715 3.426670246 -4.340784387 -0.182020455 -0.654459206 -5.168257694 -1.410635512 85.984396507 22.264846653 87.074291651 343.735510125 -15.587713787 0.616712487 59.147955296 -48.267894889 -4.902851573 111.759623635 18.223427842 -20.352262626 2.571987499 -7.011041240 -0.437928049 0.859529367 4.837823413 12.744143855 1238.240457634 227.724006933 470.755985820 5004.811795100 -183.019888620 86.873538331 742.801212042 -536.690504589 36.109149613 1641.842213593 168.420787423 -147.759080479 21.347400224 -12.816077172 -13.460706433 12.322954996 0.598583932 0.580353404 -23.286213718 -6.641435246 -5.714127314 -77.787371624 59.086031483 4.256288819 -25.811668134 79.773460546 26.743077231 -17.735825647 -13.348528621 -6.930353710 -0.225051278 1.104590521 0.675736352 4.337134060 0.751039236 -2.507995957 -3.901477732 0.887760138 -12.714072324 -4.882949976 11.712155667 35.064572598 -7.374433130 15.201082185 72.976656616 1.905060017 -12.674986563 0.496309925 1.395674686 -1.462514243 -0.228844401 0.396663246 -4.083787721 -0.953212642 151.055900596 33.957786663 62.455825970 506.414499285 -36.069198997 3.257751486 121.607683690 -66.020468582 -17.010858617 170.296115482 27.173474872 -22.971492361 0.119020987 0.981881310 -0.323745282 -1.026279534 -7.893769379 8.195731485 -45.431146994 -22.789902595 -18.551795542 -123.816550501 57.904654388 13.002538917 -26.440788618 379.258681000 82.977517659 -16.005181563 -39.964492072 15.726614020 2.933426216 -4.939164400 2.872826819 5.346318294 2.162958480 -5.527513358 -6.829186738 0.847181101 -16.099109551 -29.289257257 24.312397068 55.868826298 -4.319713428 61.999436653 324.376979706 25.887140982 -27.127721043 6.041459078 -2.367843596 7.550244408 -0.762198068 -3.448614374 3.853559610 -4.019771093 248.093208981 37.854069927 83.536330676 884.669805467 -27.108858173 25.153658830 142.887110609 -71.566649761 41.397958403 526.007454724 28.837174147 -48.419572902 1.837760567 9.026341382 -3.123126552 11.334755024 -1.371582684 0.000000000 -2.920681648 -0.665438054 -1.076291870 -9.204222094 -4.437920136 -0.469002513 -2.358338913 -9.949513857 -6.452404358 -9.063890070 23.496707874 0.000000000 2.132623497 -9.019485563 0.375808087 -1.591904438 0.000000000 0.748340835 -4.093411266 -2.599832529 -3.205911434 -13.115091203 -2.809101723 -0.409716448 -3.752785858 7.168380104 -5.686612800 -11.318801435 0.000000000 17.072540467 0.580811862 -6.046551724 0.078526063 -1.375256032 -0.557800994 -0.180163025 -1.179891073 0.479790300 -0.864513746 -9.939820685 -5.463829668 2.614818731 -7.023392813 -2.338750207 -8.030587492 -12.604304029 16.739451760 8.580199698 6.366359537 -11.162835879 0.733054718 0.287557432 3.527646338 -1.412497983 -15.292806164 0.698317686 -1.749923953 -41.733868294 4.428293667 -2.837547335 8.870977959 10.675607082 23.899639247 0.951855543 -27.911683687 -25.698220081 -5.606699372 35.054124822 -0.417401114 9.675027092 0.383827974 0.083562864 1.277987645 0.493894681 0.515643087 0.806557780 -1.109421926 -0.316901190 0.318757624 -5.341393429 -3.814355589 -1.696143493 1.212711637 -1.847104790 0.893796197 0.631048975 0.298239292 0.007644905 1.338363566 -1.274303879 -4.328951899 0.225475307 0.611578021 -8.923414416 4.482152804 4.745064965 0.353931432 -1.179733163 5.780515004 8.893374458 -15.121674281 -11.920895954 0.962083073 8.126755006 -0.484996509 9.459483282 inverse of dfra : 0.08319419982 0.01467311324 -0.00484553547 0.02154002071 0.04430500416 -0.00512751387 -0.00745092763 0.03091985111 -0.00305790680 0.00686987742 -0.00835387226 0.00204924242 0.07750894824 -0.04287953148 0.04616712252 0.03733891589 -0.39952378272 -0.06326814897 0.00525482389 0.06683697976 -0.03983319564 0.01039855728 -0.00945499462 0.00160429666 0.00359172763 0.00513404615 0.02262157200 -0.00010239185 0.00854582888 0.00858058098 0.00380849740 -0.02984134739 -0.03175859899 -0.03241269797 0.19110145621 0.02712155510 -0.00722640195 -0.00076349343 0.05874678832 0.00201902304 0.00526627927 -0.00394107446 -0.00523871816 -0.01087750436 -0.03094808215 0.00307266503 0.00003339318 -0.00575970048 0.05334407035 0.06020193725 -0.05191392482 0.01026903536 0.08998411064 0.01925212550 0.01534451563 0.00769854683 -0.00643115718 0.03859085970 0.00770625941 -0.00094886877 0.00667036601 0.00066802606 -0.00678952536 0.00043044710 -0.00193509663 0.00302464352 0.02063435532 0.04778511006 -0.00635429041 0.01681305068 -0.04659883631 -0.01629680278 0.00371541224 0.00371273899 0.00624250042 -0.00193344148 0.02359862755 -0.00178098345 -0.00040217844 0.00903848481 -0.00646817859 -0.00018965634 -0.00236062203 0.00032306666 0.00158970813 0.00766302363 0.01271227131 0.01488265364 -0.05086604860 -0.01733575130 -0.00068093343 -0.00251140016 -0.00420072424 0.00025591096 -0.00125742092 0.00128794852 -0.00028273515 -0.00041832140 -0.00223097036 0.00065116021 0.00006210478 -0.00097844838 0.00559858956 0.00784925225 -0.00944036386 -0.00082103188 0.02969559489 0.00252543494 -0.00195576145 0.00250814913 -0.01823327964 -0.00697612646 -0.00914160137 0.00092226111 0.02900728290 0.00254074909 0.02316480550 -0.00838860109 -0.00002421410 0.00156019674 -0.05808214027 -0.04488435012 0.05827693120 -0.00316739832 -0.10413162946 -0.02235610608 0.00007437550 0.00546134107 0.00913229854 -0.00072381663 0.01135121894 -0.00162800051 -0.00331164523 0.05435512015 -0.00431355691 0.00058012613 -0.01220508290 0.00161153885 0.03735813760 0.03666172595 -0.01563792342 0.02185172335 0.00649596480 -0.01701148038 0.00836887904 0.00603602372 -0.04734342996 -0.01317667111 -0.01371911627 0.00084233884 0.01135786333 0.00825637568 0.06003055739 -0.00585786812 0.00167827431 0.00260421469 -0.09405851081 -0.11393289335 0.10319123084 -0.01566110445 -0.23806695845 -0.01965148957 0.00341731563 -0.00027353234 0.00493650681 0.00161930329 0.00315879153 -0.00051964254 -0.00366486736 0.00246571132 -0.00324069841 0.00344106372 -0.00227268786 -0.00074438516 0.00370517024 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-0.00020072153 0.00254190758 -0.00654637879 0.09313808750 0.01873240913 0.02466268978 0.00043557943 -0.01691693383 0.00016356172 0.02276507832 -0.13496960022 -0.06616204572 -0.05656891436 0.00671644993 0.02546682220 0.00522647726 0.14240529894 -0.02835381003 0.00331089126 0.00803852234 -0.66132038206 -0.72916259772 0.73774657574 -0.03253881104 -1.14397984550 -0.19783283732 -0.01706177810 0.00298407314 0.00496113376 -0.01484201601 -0.00747266516 0.00082853245 0.01092507635 0.01768117464 -0.00009253992 -0.00886103984 -0.00725609894 0.00208070886 -0.09239757153 -0.04445368244 0.13627518695 0.06848608134 -0.15192817913 -0.09745313527 -0.07436788927 -0.12405324683 0.16744196977 0.15160675561 0.06835238113 0.00003902924 -0.00806126708 -0.11174289819 -0.27363517548 0.08999726178 0.05392844720 0.01516464581 1.51547950286 2.27408483011 -2.05767975377 -0.08502971409 6.74357791878 0.67601240923 -0.01143687647 -0.00987648574 0.07477467631 0.03141961680 0.01472183566 -0.00198550203 -0.00335578182 -0.04134562753 -0.07004088960 0.01288420816 0.00754056990 -0.00683848897 0.35088278944 0.43378405906 -0.31619197115 0.01868466334 0.63444513093 0.22204159276 dinvv : 0.065521604770 0.003101882921 -0.007486350544 0.014055899438 0.021308850424 -0.001644560051 -0.005873895987 0.008501844731 -0.003100603949 0.006434250732 -0.000963734278 -0.001446970748 0.066892093094 -0.009733666969 -0.013347552971 0.002769476622 -0.133155696196 -0.010890066367 -0.000410816476 0.065688828347 -0.007672345108 0.005671698357 -0.004883814913 -0.000023479597 0.001419531754 0.005698469743 0.004946723947 -0.000469386885 0.004743817095 0.003660598393 -0.000917967166 -0.027343182428 -0.010462522490 -0.011733469419 0.126715745276 0.008960408194 -0.001876765476 -0.000462317773 0.014090290505 -0.001259703744 -0.000837016739 -0.000740116603 -0.000607520241 -0.002675564023 -0.005110695950 0.000547320397 0.000075583466 -0.001874973536 0.003627793452 0.004705969402 -0.006428742828 0.000169784026 0.014587797045 0.003471572625 0.009735791689 0.004235586346 -0.003860832186 0.031956214178 0.002112726441 -0.000424198218 0.003482852378 -0.003307342843 -0.004146284845 0.001036670703 -0.000412250839 0.000475851556 0.011008456732 0.029156178180 -0.012317117193 0.004365127826 -0.010531332001 -0.001262602104 0.002881626883 0.001079004424 -0.000629304863 -0.001361604618 0.017737173468 -0.000570676312 -0.000183038238 0.003692528254 -0.003033196899 0.000371767826 -0.000516821638 -0.000398015806 0.003541150904 0.008490729879 -0.000288201905 0.005048759832 -0.012759830499 -0.004395674559 -0.000391919054 -0.000802308195 -0.001241512364 -0.000275426391 -0.000697058214 0.000524241836 -0.000010636779 -0.000246027698 -0.000836662934 0.000176936804 0.000021953827 -0.000463138570 0.000176409578 0.000983863825 -0.001832326042 -0.000334484115 0.009070767521 0.000334597298 -0.001073231144 0.000536668306 -0.000606842658 -0.000694323741 -0.001814838923 0.000033611894 0.022506562309 0.000103976911 0.004714355669 -0.004062807326 -0.000665392251 0.000162082096 -0.006442224525 0.003700733830 0.011859813897 0.003272512373 -0.034747062870 -0.009347995186 0.000162507133 0.002986806422 0.000377229378 -0.000963622720 0.004979912204 -0.000309184445 -0.003236577852 0.040273568616 0.000228463226 0.000565228608 -0.006697762878 0.000300596198 0.020242823667 0.013907232945 -0.014089543892 0.005880868393 0.022316329217 -0.002756875038 0.002219996628 0.001143619316 -0.006698140079 -0.003692524546 -0.003632169305 -0.000483805311 0.004082052606 0.001496020101 0.019552529284 -0.000930893949 0.000543932552 -0.000536256424 -0.010454155141 -0.010141130430 0.016774424912 -0.000896034940 -0.056139683028 -0.000836596826 0.002265713721 -0.000897059703 0.000715828396 0.001347452642 0.001119949121 -0.000068314035 -0.002352653526 0.000315925485 -0.000782275202 0.003214571561 -0.000959650308 -0.000360649723 0.004840359092 -0.003617263838 0.001884974572 0.002490689548 -0.033085682647 -0.003055919822 -0.000413312972 0.000506744182 0.000018805665 -0.000122895660 -0.000279366291 0.000071346882 -0.000394134066 -0.005703048791 -0.000157690867 -0.000178707471 0.004356138718 -0.000236398551 0.001066369848 -0.000896225901 -0.000596562323 -0.001675077417 0.011009218747 0.003398354782 -0.000656684729 0.000410345853 -0.002115699747 0.000200795332 -0.000600375565 -0.000210095768 0.000278422938 -0.000411443511 -0.000334052367 -0.000205657831 -0.000012352324 0.003528098391 -0.003551884237 0.001948276545 0.000075747217 -0.001060336444 0.012631425033 -0.002287228386 0.002219433555 0.000555519653 0.002130131937 0.001616470489 0.001653337656 -0.000047696129 0.003049755083 0.001897536587 -0.002054267440 0.000255162696 -0.000807307386 0.000397316891 0.060679511002 0.018780282086 -0.004316783456 0.015621626278 -0.041135640564 -0.004987062486 -0.001797977111 -0.000943409134 0.001112720042 0.001926611042 0.001068350326 -0.000005842211 0.005614507431 -0.000170925164 -0.000635098984 -0.001958587087 0.000299002746 0.001172872632 0.007147931357 0.084049760391 0.000209497083 0.013652163587 0.006345459374 -0.002248668881 -0.003047573265 0.007913704683 -0.006812332173 -0.015089761575 -0.008703587162 0.000112101268 0.012810735561 -0.007251313009 0.017742127855 -0.008469836742 -0.000290803006 0.001850812195 -0.184175791343 -0.169267722417 0.322908182876 0.038070009333 -0.442412846157 -0.083050437584 -0.006675865344 0.001082724268 0.004952181373 -0.002759469354 -0.000195036502 0.000332715634 0.005027359485 0.007860390150 -0.004653417097 -0.002800471299 -0.003382773467 0.001085182757 -0.002588839336 0.024726221644 0.043682898538 0.053283214975 -0.041256921903 -0.044064465241 -0.054118462046 -0.051631111899 -0.018738626427 0.012959855605 -0.010259562479 0.002785070719 0.006445215292 -0.026046848987 -0.016739497464 0.036246799654 0.033949649623 0.015961722050 0.251982750470 0.643676888764 -0.742085885255 -0.147936502689 4.374437854328 0.231133996903 -0.003938710998 -0.000011727432 0.006508959765 0.006281696860 -0.001617421486 0.000397577226 -0.001748415743 -0.018384474688 -0.005795459863 0.003872250649 0.004416982379 -0.001757322897 0.102569554905 0.123490085632 -0.094067626585 -0.015866293418 0.227055164103 0.151994056745 Full Quasi-Newton-Raphson step after phase 1: 1. 6.2932055 2. -2.5156720 3. 1.2081641 4. 5.2892093 5. 2.4839570 6. 0.0104171 7. -2.0304892 8. 1.5572667 9. -3.4599874 10. 0.5910387 11. 0.0432478 12. -0.6539629 13. 1.1691640 14. 0.4798916 15. -18.4586192 16. -2.0340105 17. 35.4815288 18. 8.6015789 This step is multiplied by the factor 0.10000. Intervention 1.4.2: jump after phase 1 decreased by factor 35.4815288202833 . Phase 1 achieved after 61 iterations. Current parameter values: 4.8734081127 4.2579444794 -1.4336540927 0.1490693753 0.0700070453 0.0002935919 -0.0572266541 0.0438895053 -0.0975151719 0.0166576460 0.0012188821 -0.0184310798 0.3529513420 0.2735251094 -0.1267101564 -0.0573258974 1.0000000000 0.2424241348 standardization = 1.6038 standardization = 1.7972 standardization = 17.6658 standardization = 5.0427 standardization = 8.1492 standardization = 48.9932 standardization = 7.158 standardization = 5.3115 standardization = 8.2055 standardization = 16.6828 standardization = 17.6705 standardization = 21.2961 standardization = 6.1144 standardization = 6.3293 standardization = 1.4559 standardization = 2.6314 standardization = 0.2582 standardization = 1.6937 Phase 2 has 4 subphases. Each subphase can be repeated up to 4 times Start phase 2.1 Number of iterations minimum 63, maximum263. Intervention 2.1.1: changes truncated, iterations: 1 2 Note: an autocorrelation is positive at the end of this subphase. Autocorrelations: 0.039116842 0.165799416 0.116860513 0.023085925 -0.135269629 0.243549201 -0.012372253 -0.245359754 -0.149925884 0.011330548 -0.085900087 0.225330137 0.205821820 0.263086019 -0.080733437 -0.040360858 -0.005326399 0.013921886 Phase 2.1 ended after 263 iterations. Time per iteration in phase 2.1 = 0.01544 Note. Autocorrelation criterion not satisfied. Current parameter values: 7.77287974 5.74493387 -2.37317971 2.25950844 1.25865494 -0.15007433 0.35726486 0.05016418 0.26999037 -0.08135818 0.04787331 -0.15449884 2.09169670 1.14453475 0.05973623 0.77330367 -0.74468908 0.57728687 Start phase 2.2 Number of iterations minimum 158, maximum358. Note: an autocorrelation is positive at the end of this subphase. Autocorrelations: 0.05284334 -0.12172816 -0.25371789 -0.31949804 -0.33422201 -0.21233290 -0.06155041 -0.18360580 -0.11854937 0.05138475 -0.06746204 -0.16153017 0.17117865 0.13474846 0.10926061 0.02229326 0.13055868 0.02467912 Phase 2.2 ended after 358 iterations. Time per iteration in phase 2.2 = 0.01544 Note. Autocorrelation criterion not satisfied. Current parameter values: 7.94229097 5.68144934 -2.34961854 2.26259876 1.23786932 -0.14207876 0.31806563 0.11135078 0.23912167 -0.06011893 0.02230052 -0.16460773 2.54950877 1.07480771 0.08696675 0.78214845 -0.81371002 0.58038871 Start phase 2.3 Number of iterations minimum 398, maximum598. Note: an autocorrelation is positive at the end of this subphase. Autocorrelations: 0.02618596 0.03240205 0.07365453 -0.01764186 0.01855492 0.04060458 0.03732017 0.00783737 0.02349969 0.09478190 -0.08937320 -0.01157342 0.10709568 0.02930051 0.19083903 0.07396902 0.03386525 0.09415238 Phase 2.3 ended after 598 iterations. Time per iteration in phase 2.3 = 0.01524 Note. Autocorrelation criterion not satisfied. Current parameter values: 7.97765934 5.80444451 -2.37684963 2.27222640 1.24441484 -0.14208050 0.28700408 0.11780677 0.26378608 -0.06434995 0.03626943 -0.15764205 2.20174535 1.07146528 0.06853435 0.72278021 -0.62836693 0.55726769 Start phase 2.4 Number of iterations minimum 1002, maximum1202. Note: an autocorrelation is positive at the end of this subphase. Autocorrelations: -0.047952105 -0.008217078 -0.034249024 -0.090618167 -0.138461367 -0.032022915 -0.034321666 -0.021150637 -0.041969957 -0.004828080 0.019182345 0.051510791 0.040988191 0.029564193 0.117897039 0.008915494 0.025013075 -0.033508372 Phase 2.4 ended after 1202 iterations. Time per iteration in phase 2.4 = 0.01548 Note. Autocorrelation criterion not satisfied. Current parameter values: 7.88880598 5.76353349 -2.35748426 2.27058850 1.23652809 -0.14152249 0.30602054 0.09517980 0.24175426 -0.06531450 0.03499381 -0.15835062 2.38415073 1.09539225 0.05874510 0.72223767 -0.72858277 0.57348474 Simulated values, phase 3. 1 -2.000e+00 -8.000e+00 6.000e+00 6.000e+00 7.000e+00 6.000e+00 -6.920e+00 -2.920e+00 8.000e+00 -2.494e+01 -1.494e+01 -2.000e+00 3.000e+00 1.000e+00 2.000e+00 1.200e+01 2.220e-16 -9.800e-01 2 5.0000 -8.0000 3.0000 14.0000 10.0000 -11.0000 2.0400 -9.9600 11.0000 2.0300 -4.9700 5.0000 0.0000 -1.0000 -1.0000 11.0000 -2.0000 4.9900 3 -1.0000 -4.0000 25.0000 28.0000 17.0000 125.0000 -5.0000 -3.0000 15.0000 10.2500 11.2500 -5.0000 0.0000 -1.0000 3.0000 15.0000 -1.0000 9.0300 4 1.500e+01 5.000e+00 8.000e+00 -8.000e+00 9.000e+00 5.000e+01 4.400e-01 -5.600e-01 1.100e+01 1.108e+01 2.308e+01 2.000e+00 -2.000e+00 0.000e+00 -2.665e-15 3.000e+00 0.000e+00 3.000e+00 5 -16.0000 1.0000 -19.0000 -16.0000 -13.0000 -65.0000 1.0800 0.0800 -14.0000 7.8100 6.8100 -21.0000 5.0000 -1.0000 8.0000 -6.0000 -1.0000 1.0800 6 4.0000 -12.0000 -4.0000 2.0000 -12.0000 -16.0000 4.2800 4.2800 -2.0000 1.9600 2.9600 11.0000 -1.0000 -2.0000 1.0000 1.0000 0.0000 -3.9900 7 13.0000 -6.0000 -23.0000 -22.0000 -31.0000 -149.0000 -0.6400 -5.6400 -22.0000 -22.2300 -16.2300 -4.0000 -1.0000 -2.0000 -5.0000 5.0000 -1.0000 2.9500 8 1.0000 -1.0000 -44.0000 -36.0000 -34.0000 -232.0000 -5.9200 -1.9200 -38.0000 -20.4400 -22.4400 -36.0000 5.0000 -2.0000 -7.0000 -7.0000 1.0000 -8.0700 9 -16.0000 11.0000 5.0000 8.0000 4.0000 3.0000 -4.6000 0.4000 -2.0000 1.0500 7.0500 0.0000 -1.0000 -5.0000 -4.0000 11.0000 0.0000 2.9600 Time per iteration in phase 3 = 0.01537 Correlations between scores and statistics: 0.25 0.30 0.74 0.80 0.77 0.72 0.51 0.56 0.65 0.67 0.71 0.72 0.15 0.27 0.73 0.42 0.28 0.69 dfrac : 6.43731993 0.00000000 41.42594689 8.00844783 17.96049204 137.53764141 3.29357764 1.86086548 30.22550935 -20.49446389 -3.92894620 33.77678351 -0.97255596 0.00000000 3.05319335 -0.18194109 -0.34770309 1.61597817 0.00000000 7.41287425 19.30296255 0.72103214 3.31825799 61.05378695 6.23196366 6.02285038 11.99707574 8.26040468 6.09382538 12.46261870 0.00000000 1.25335194 0.74002951 -0.16892635 0.14349047 0.35617127 -0.06288937 -1.42298592 259.16918804 113.08724981 188.94123752 834.03956059 9.12710673 -0.60164309 180.90660139 -3.30946640 2.88306769 254.16950541 1.58195954 1.00952330 7.19672277 -3.04999709 -0.06115607 3.17554863 0.23032662 -0.06484529 197.74569862 127.63348013 162.68810070 638.96402719 -0.97186170 -2.75936692 147.01507355 -10.10109062 -6.18207308 180.77003894 1.03230470 -0.37552210 3.16791264 -1.86351069 -0.76481809 2.84175488 0.12968642 -0.36284928 240.98221833 121.93307278 246.79941585 819.74469394 3.01849211 -4.24393293 174.38490255 -1.93955833 -6.05482753 230.80480562 0.90012555 -0.63362873 4.78443694 -3.10840569 -0.84505234 3.35862213 1.94313538 -1.09599866 1436.20823120 621.64134746 1128.74583073 5122.49228585 62.02319906 1.59577796 995.64579115 15.45589854 17.97412721 1430.94530211 7.20027042 0.19755480 30.74826999 -13.90615342 -2.74173370 16.83715871 -0.07800686 0.41998119 -4.80354473 -6.16388812 -5.76042119 -8.01801849 32.45011063 22.56580897 -11.93908648 70.04297578 47.14140973 -0.99705635 0.42160858 -0.22475207 1.82018138 1.14625854 0.50566084 0.38488792 0.12190274 0.43594049 -9.48770638 -6.56106868 -9.56249647 -29.13828035 21.66145765 35.23615744 -14.05527014 47.60710108 69.45520864 -5.78885315 0.22744300 -1.81503537 1.30216255 0.48359578 0.31093035 1.32340311 0.03002609 -1.61599460 175.90000855 80.45487783 134.80620852 567.02628822 -7.92185721 -14.67636617 153.61888993 -34.00137618 -30.32124060 142.49896858 0.90931751 -1.19594784 3.95906518 -1.37546001 -0.49677964 1.46711532 -1.00184454 0.70302562 -5.23334801 -5.78777605 5.45109217 -0.76503980 67.75340600 49.58324424 -29.38660709 271.17976733 168.84841936 -13.71112404 0.46056497 -1.75795817 4.44502345 -0.53266746 1.13452668 4.78828845 0.38625690 0.35848091 7.91726088 -5.89151697 5.78807623 31.16111542 48.11000146 70.43048483 -16.36095953 156.11458263 272.67079710 4.12279855 0.62681075 -2.08291939 3.74526631 -0.62357240 0.33242264 3.26638065 -0.87763281 -1.19121976 264.63703888 108.58303882 190.28471363 873.55689071 15.31088588 3.41647252 162.56044523 -11.75027572 0.37393821 470.46332086 -2.10824548 2.48323831 7.56790261 -5.47920466 -0.16116755 -1.04023697 0.02782538 0.00000000 -6.03185910 -2.31874132 -2.45364485 -20.32689040 0.73218126 1.16706434 -5.51961221 1.74343648 -0.91527370 -6.03312613 1.87037881 0.00000000 3.73728227 -6.35823713 0.34058289 -2.38840055 0.00000000 -0.14861005 -1.77956873 -1.08213277 -2.07625278 -7.60101807 0.17488221 0.32412270 -2.50622292 -2.05062474 -0.70710257 -0.73209069 0.00000000 4.29264311 1.50875393 -4.94381345 0.08465689 -1.36305346 0.01703971 -0.14605918 -1.62857820 -2.89915555 -2.82261132 -14.46753859 6.15986123 3.57566052 -4.54670344 5.33225278 1.40918449 0.16499346 1.08506353 1.76329894 14.98735088 -9.11928773 1.98493623 1.62659538 -0.66616659 0.31184169 22.59996862 9.03479361 16.93803709 86.83537540 -6.15889706 -4.78296532 21.34695653 -2.51330571 -2.66452251 16.91280404 -0.10905980 -0.50184763 -11.71217927 35.21231408 -0.84131785 2.73344308 -0.06308027 -0.14943906 0.30318430 0.13989224 -0.16148285 -0.43650592 0.48028484 0.22470643 0.12060670 0.25748595 -0.07878347 1.05049755 0.18229552 0.13443951 1.78653878 -0.01658764 0.66199866 -0.42648856 0.16598941 0.27283642 2.96133407 0.32809665 2.18857486 6.41365875 0.23337534 -1.08060548 3.23395273 -0.71909391 -4.25869738 0.51473969 -0.28540161 -1.30795608 2.01278996 1.65562056 0.39564324 12.76634670 inverse of dfra : 0.162762524918 -0.004080362192 -0.039343475082 0.026642399255 0.016919676549 -0.004215167027 -0.031075142250 -0.019235811408 -0.009844465910 0.025249551533 -0.000430079250 0.008480497433 0.162498775579 0.050971398112 -0.097158909773 0.011038861571 0.295995474882 0.035615472692 -0.000519225466 0.130241039507 -0.035125249747 0.018420919051 0.014704403315 -0.001311955615 -0.001898548756 -0.034545745154 -0.003520499629 -0.002713664793 0.008730841765 0.006018103219 0.027751295974 -0.041272143047 0.000110392127 -0.000123982712 0.008165204189 0.003318447658 0.001649144057 0.005038300354 0.074441449413 -0.012069691220 0.003334798371 -0.006142518891 -0.013856916486 0.000760403512 -0.032621068109 0.001605556343 -0.003549940868 -0.008910988799 -0.024930995041 -0.030254065638 0.004871527790 -0.005395033220 -0.042232579503 -0.014058715182 -0.001122170360 -0.003489275522 -0.013217367039 0.027720508516 -0.007475161761 0.000526588954 0.009696001406 -0.007111976955 -0.005841340835 -0.001951292803 0.001287801981 0.000309486130 -0.003856618857 -0.000580222991 0.002314420723 -0.000713597584 0.012349463787 -0.000340473494 0.000245841325 -0.000027573620 -0.001193909715 -0.007083395804 0.018205747754 -0.001576821861 0.004002017802 -0.000677799756 -0.002095550518 -0.001545994059 0.000618793753 -0.000206487992 0.002748899607 0.002370879571 -0.001917805824 0.000551449999 0.010676742766 0.000978871123 -0.000811437183 -0.001604340970 -0.010675675514 0.001090535046 -0.003345955359 0.002349672888 -0.000957397684 0.000385054654 0.000630480005 -0.000085383352 0.000128887580 -0.000271928498 -0.000837248634 0.002486735549 0.001111148424 0.000237509060 0.003614710117 0.000272165013 -0.003094324211 -0.001520150112 -0.000329320379 0.004022145692 0.003412670412 -0.000857994390 0.098343564579 -0.049093546792 0.000496151399 -0.022198505667 0.009450702334 -0.001324955685 -0.014255441705 -0.015397611963 -0.003602186644 -0.008687441701 -0.008774972009 0.005436664335 0.000666608658 -0.001005227023 0.001969005001 -0.003510918665 0.001271900452 0.000247429794 -0.044727578367 0.083441508717 0.002194417622 0.007755153314 -0.018095360479 -0.000556517596 0.001057952469 0.026885634590 0.001081055236 0.004759095818 -0.006792722962 -0.004618466270 0.000843554222 0.003520171181 -0.031733859724 0.000626662407 -0.002824240739 -0.000308300780 0.009090397467 0.006067717821 0.043298046403 0.001336516538 0.001464804689 0.006156142907 0.016351212701 0.025411500255 -0.010021935139 0.002723942208 0.029692366984 0.009903263927 0.001973272288 0.000366962390 -0.001281018430 -0.000628262409 -0.001535151107 -0.000007446488 -0.019676073280 0.008400663038 0.003141628284 0.010740837436 -0.005026930631 0.001030965414 0.005653582644 0.004661256019 -0.000354434416 0.002271282738 -0.002632992053 -0.001658618199 -0.000888606057 0.000407946904 -0.002504712350 0.001429429814 -0.000417863917 0.000017509025 0.006914497883 -0.017434176620 0.000872584105 -0.004237743329 0.009670245390 0.000332971084 -0.000726939747 -0.002980612664 -0.001138235747 -0.000868157737 0.008739935852 0.001302350138 0.000923786916 0.000153047528 -0.007384962272 0.000933061848 -0.000443068457 -0.000295790282 -0.000197060035 -0.000446705460 0.004259278820 0.000691515455 0.000479525887 0.005616835830 0.014141450372 0.003150972778 -0.003990000698 0.002065522472 0.006525499925 0.004919331969 0.002862229525 -0.004347601691 0.015951935571 0.006445879560 -0.017160567692 -0.001495851812 0.061003941141 -0.040611662060 0.004585968717 -0.015979983347 0.015892628313 0.004281168900 0.620067002722 0.083409751513 -0.132377501060 0.082309272569 0.072859268512 0.131552018384 0.003397867740 0.002150351913 -0.009319504247 0.003527547397 0.001886052444 -0.000366654512 0.006018713772 -0.002933923891 0.005422131165 0.001698811503 0.000919114390 0.001210741037 0.013024996234 0.249270312485 -0.006355679762 0.034357263375 0.013757430035 0.022720360475 0.000245077997 -0.004701941876 -0.015212567666 0.005986396091 -0.002405379755 0.000858042177 -0.023565722817 0.002977033060 0.006574685592 0.003639583409 0.000212567527 0.001763236680 -0.054939939583 -0.060934503061 0.160984659948 0.026026496914 -0.358278562016 -0.054414339085 0.003460883457 -0.002502646027 -0.000164791203 0.002733544961 0.001750155302 -0.000783635156 0.003371705549 -0.000059229293 -0.004047902753 -0.001284689161 -0.000283079447 0.000235166918 -0.016060273864 -0.018763695144 0.044816419778 0.035100207746 -0.065933007309 -0.019855833453 0.010065374998 0.037794793875 0.004978571711 -0.015119538485 0.015332626284 0.002728359667 -0.000953610113 -0.002809778216 -0.023794659591 0.002011407410 0.000843229008 -0.009118609892 0.006680442856 0.116015184635 -0.409627983775 -0.095014881031 2.491475095053 0.162913640124 -0.002803869514 -0.003779437568 -0.000828941298 0.001563800967 -0.002516392838 0.000526885138 0.001812561443 0.000433090661 -0.001648606426 -0.001050279916 0.001712935396 0.000546385223 0.024573853657 0.036705950113 -0.019809990084 0.000190993726 -0.012759518509 0.089280002713 A full Quasi-Newton-Raphson step after phase 3 would add the following numbers to the parameters, yielding the following results: change new value 1. 0.027713 7.916519 2. 0.048190 5.811724 3. -0.031937 -2.389421 4. -0.012636 2.257953 5. 0.004921 1.241449 6. 0.007541 -0.133982 7. -0.023843 0.282177 8. 0.023334 0.118514 9. 0.015114 0.256868 10. 0.002673 -0.062641 11. -0.004046 0.030948 12. 0.002447 -0.155904 13. -0.070751 2.313400 14. -0.046933 1.048459 15. 0.021458 0.080203 16. -0.002843 0.719395 17. 0.104828 -0.623755 18. -0.036866 0.536619 unconditional moment estimation. Information for convergence diagnosis. Averages, standard deviations, and t-ratios for deviations from targets: 1. -0.3840 10.0386 -0.0383 2. -0.3690 8.4641 -0.0436 3. -0.4270 16.3440 -0.0261 4. -0.1480 15.0999 -0.0098 5. -1.0590 18.3261 -0.0578 6. -6.8090 94.0333 -0.0724 7. 0.2176 6.8030 0.0320 8. -0.1484 6.9583 -0.0213 9. -0.7510 13.6653 -0.0550 10. 0.5377 16.9581 0.0317 11. 0.2637 17.4428 0.0151 12. -1.1400 22.0288 -0.0518 13. -0.0670 2.8253 -0.0237 14. 0.1390 2.4281 0.0572 15. -0.1720 4.5589 -0.0377 16. 0.2070 10.2350 0.0202 17. -0.0790 1.3299 -0.0594 18. 0.2963 3.9218 0.0755 Total of 3482 iteration steps. @3 Estimates and standard errors 1. rate: constant Network rate (period 1) 7.8888 ( 1.6243) 2. rate: constant Network rate (period 2) 5.7635 ( 1.0718) 3. eval: outdegree (density) -2.3575 ( 0.3191) 4. eval: reciprocity 2.2706 ( 0.1977) 5. eval: transitive ties 1.2365 ( 0.1466) 6. eval: indegree - popularity -0.1415 ( 0.0663) 7. eval: Behavior alter 0.3060 ( 0.3875) 8. eval: Behavior ego 0.0952 ( 0.3370) 9. eval: same Behavior 0.2418 ( 0.3000) 10. eval: Alcohol alter -0.0653 ( 0.1086) 11. eval: Alcohol ego 0.0350 ( 0.1006) 12. eval: Alcohol abs. difference -0.1584 ( 0.0842) 13. rate: rate Behavior (period 1) 2.3842 ( 1.5620) 14. rate: rate Behavior (period 2) 1.0954 ( 0.6322) 15. eval: Behavior linear shape 0.0587 ( 0.5998) 16. eval: Behavior total similarity 0.7222 ( 0.3462) 17. eval: Behavior in-isolate -0.7286 ( 3.0535) 18. eval: Behavior: effect from Alcohol 0.5735 ( 0.3311) Derivative matrix of expected statistics X by parameters: 6.43731993 0.00000000 41.42594689 8.00844783 17.96049204 137.53764141 3.29357764 1.86086548 30.22550935 -20.49446389 -3.92894620 33.77678351 -0.97255596 0.00000000 3.05319335 -0.18194109 -0.34770309 1.61597817 0.00000000 7.41287425 19.30296255 0.72103214 3.31825799 61.05378695 6.23196366 6.02285038 11.99707574 8.26040468 6.09382538 12.46261870 0.00000000 1.25335194 0.74002951 -0.16892635 0.14349047 0.35617127 -0.06288937 -1.42298592 259.16918804 113.08724981 188.94123752 834.03956059 9.12710673 -0.60164309 180.90660139 -3.30946640 2.88306769 254.16950541 1.58195954 1.00952330 7.19672277 -3.04999709 -0.06115607 3.17554863 0.23032662 -0.06484529 197.74569862 127.63348013 162.68810070 638.96402719 -0.97186170 -2.75936692 147.01507355 -10.10109062 -6.18207308 180.77003894 1.03230470 -0.37552210 3.16791264 -1.86351069 -0.76481809 2.84175488 0.12968642 -0.36284928 240.98221833 121.93307278 246.79941585 819.74469394 3.01849211 -4.24393293 174.38490255 -1.93955833 -6.05482753 230.80480562 0.90012555 -0.63362873 4.78443694 -3.10840569 -0.84505234 3.35862213 1.94313538 -1.09599866 1436.20823120 621.64134746 1128.74583073 5122.49228585 62.02319906 1.59577796 995.64579115 15.45589854 17.97412721 1430.94530211 7.20027042 0.19755480 30.74826999 -13.90615342 -2.74173370 16.83715871 -0.07800686 0.41998119 -4.80354473 -6.16388812 -5.76042119 -8.01801849 32.45011063 22.56580897 -11.93908648 70.04297578 47.14140973 -0.99705635 0.42160858 -0.22475207 1.82018138 1.14625854 0.50566084 0.38488792 0.12190274 0.43594049 -9.48770638 -6.56106868 -9.56249647 -29.13828035 21.66145765 35.23615744 -14.05527014 47.60710108 69.45520864 -5.78885315 0.22744300 -1.81503537 1.30216255 0.48359578 0.31093035 1.32340311 0.03002609 -1.61599460 175.90000855 80.45487783 134.80620852 567.02628822 -7.92185721 -14.67636617 153.61888993 -34.00137618 -30.32124060 142.49896858 0.90931751 -1.19594784 3.95906518 -1.37546001 -0.49677964 1.46711532 -1.00184454 0.70302562 -5.23334801 -5.78777605 5.45109217 -0.76503980 67.75340600 49.58324424 -29.38660709 271.17976733 168.84841936 -13.71112404 0.46056497 -1.75795817 4.44502345 -0.53266746 1.13452668 4.78828845 0.38625690 0.35848091 7.91726088 -5.89151697 5.78807623 31.16111542 48.11000146 70.43048483 -16.36095953 156.11458263 272.67079710 4.12279855 0.62681075 -2.08291939 3.74526631 -0.62357240 0.33242264 3.26638065 -0.87763281 -1.19121976 264.63703888 108.58303882 190.28471363 873.55689071 15.31088588 3.41647252 162.56044523 -11.75027572 0.37393821 470.46332086 -2.10824548 2.48323831 7.56790261 -5.47920466 -0.16116755 -1.04023697 0.02782538 0.00000000 -6.03185910 -2.31874132 -2.45364485 -20.32689040 0.73218126 1.16706434 -5.51961221 1.74343648 -0.91527370 -6.03312613 1.87037881 0.00000000 3.73728227 -6.35823713 0.34058289 -2.38840055 0.00000000 -0.14861005 -1.77956873 -1.08213277 -2.07625278 -7.60101807 0.17488221 0.32412270 -2.50622292 -2.05062474 -0.70710257 -0.73209069 0.00000000 4.29264311 1.50875393 -4.94381345 0.08465689 -1.36305346 0.01703971 -0.14605918 -1.62857820 -2.89915555 -2.82261132 -14.46753859 6.15986123 3.57566052 -4.54670344 5.33225278 1.40918449 0.16499346 1.08506353 1.76329894 14.98735088 -9.11928773 1.98493623 1.62659538 -0.66616659 0.31184169 22.59996862 9.03479361 16.93803709 86.83537540 -6.15889706 -4.78296532 21.34695653 -2.51330571 -2.66452251 16.91280404 -0.10905980 -0.50184763 -11.71217927 35.21231408 -0.84131785 2.73344308 -0.06308027 -0.14943906 0.30318430 0.13989224 -0.16148285 -0.43650592 0.48028484 0.22470643 0.12060670 0.25748595 -0.07878347 1.05049755 0.18229552 0.13443951 1.78653878 -0.01658764 0.66199866 -0.42648856 0.16598941 0.27283642 2.96133407 0.32809665 2.18857486 6.41365875 0.23337534 -1.08060548 3.23395273 -0.71909391 -4.25869738 0.51473969 -0.28540161 -1.30795608 2.01278996 1.65562056 0.39564324 12.76634670 Covariance matrix of X (correlations below the diagonal): 100.773 -1.337 36.334 16.025 20.499 216.862 -2.989 -3.390 25.059 -19.197 -9.300 36.349 1.091 -0.416 2.489 -6.108 -0.560 1.652 -0.016 71.640 24.372 8.994 9.917 149.044 5.713 6.537 11.541 11.226 16.706 25.295 0.030 0.226 0.644 -0.630 0.247 0.196 0.221 0.176 267.126 214.165 258.523 1459.445 -5.375 -6.406 183.606 0.537 9.200 273.411 -2.762 -2.298 4.701 18.982 1.206 6.142 0.106 0.070 0.868 228.006 238.700 1180.659 -9.248 -8.261 152.419 0.206 0.778 209.353 -2.374 -1.965 0.729 16.559 0.677 4.922 0.111 0.064 0.863 0.863 335.845 1483.127 -7.762 -8.964 184.527 3.645 3.964 260.142 -1.662 -3.207 3.962 14.349 1.075 6.536 0.230 0.187 0.950 0.832 0.861 8842.269 -5.474 -19.579 986.684 69.178 87.154 1509.199 -15.465 -14.033 20.031 94.337 6.480 31.921 -0.044 0.099 -0.048 -0.090 -0.062 -0.009 46.281 34.261 -22.835 83.065 68.602 0.520 -0.677 -0.052 6.119 -5.391 0.673 0.733 -0.049 0.111 -0.056 -0.079 -0.070 -0.030 0.724 48.418 -24.001 66.703 85.473 2.525 0.209 0.147 6.453 -7.173 0.519 0.863 0.183 0.100 0.822 0.739 0.737 0.768 -0.246 -0.252 186.740 -36.331 -31.048 158.911 -3.869 -3.834 -1.847 22.051 0.037 4.671 -0.113 0.078 0.002 0.001 0.012 0.043 0.720 0.565 -0.157 287.576 216.546 -10.729 1.290 -0.917 12.629 -6.925 1.385 5.363 -0.053 0.113 0.032 0.003 0.012 0.053 0.578 0.704 -0.130 0.732 304.252 7.518 1.586 0.125 13.143 -13.790 1.148 3.040 0.164 0.136 0.759 0.629 0.644 0.729 0.003 0.016 0.528 -0.029 0.020 485.270 -1.560 -2.683 6.065 12.192 2.419 -2.155 0.038 0.001 -0.060 -0.056 -0.032 -0.058 -0.035 0.011 -0.100 0.027 0.032 -0.025 7.982 -0.407 5.081 -9.085 0.375 -1.919 -0.017 0.011 -0.058 -0.054 -0.072 -0.061 -0.003 0.009 -0.116 -0.022 0.003 -0.050 -0.059 5.896 1.707 -4.421 -0.241 -1.041 0.054 0.017 0.063 0.011 0.047 0.047 0.197 0.203 -0.030 0.163 0.165 0.060 0.394 0.154 20.783 -14.271 2.149 3.905 -0.059 -0.007 0.113 0.107 0.076 0.098 -0.077 -0.101 0.158 -0.040 -0.077 0.054 -0.314 -0.178 -0.306 104.755 -0.035 4.142 -0.042 0.022 0.056 0.034 0.044 0.052 0.074 0.056 0.002 0.061 0.050 0.083 0.100 -0.075 0.354 -0.003 1.769 -0.509 0.042 0.006 0.096 0.083 0.091 0.087 0.027 0.032 0.087 0.081 0.044 -0.025 -0.173 -0.109 0.218 0.103 -0.097 15.381 > TLSmodel Estimates, standard errors and convergence t-ratios Estimate Standard Convergence Error t-ratio Network Dynamics 1. rate constant Network rate (period 1) 7.8888 ( 1.6243 ) -0.0383 2. rate constant Network rate (period 2) 5.7635 ( 1.0718 ) -0.0436 3. eval outdegree (density) -2.3575 ( 0.3191 ) -0.0261 4. eval reciprocity 2.2706 ( 0.1977 ) -0.0098 5. eval transitive ties 1.2365 ( 0.1466 ) -0.0578 6. eval indegree - popularity -0.1415 ( 0.0663 ) -0.0724 7. eval Behavior alter 0.3060 ( 0.3875 ) 0.0320 8. eval Behavior ego 0.0952 ( 0.3370 ) -0.0213 9. eval same Behavior 0.2418 ( 0.3000 ) -0.0550 10. eval Alcohol alter -0.0653 ( 0.1086 ) 0.0317 11. eval Alcohol ego 0.0350 ( 0.1006 ) 0.0151 12. eval Alcohol abs. difference -0.1584 ( 0.0842 ) -0.0518 Behavior Dynamics 13. rate rate Behavior (period 1) 2.3842 ( 1.5620 ) -0.0237 14. rate rate Behavior (period 2) 1.0954 ( 0.6322 ) 0.0572 15. eval Behavior linear shape 0.0587 ( 0.5998 ) -0.0377 16. eval Behavior total similarity 0.7222 ( 0.3462 ) 0.0202 17. eval Behavior in-isolate -0.7286 ( 3.0535 ) -0.0594 18. eval Behavior: effect from Alcohol 0.5735 ( 0.3311 ) 0.0755 Overall maximum convergence ratio: 0.2458 Total of 3482 iteration steps. > > > > #now fit the TERGM > library(statnet) > > > net_list<-list(as.network(s501),as.network(s502),as.network(s503)) > net_list[[1]]<-network::set.vertex.attribute(net_list[[1]],"smoking",s50s[,1]) > net_list[[2]]<-network::set.vertex.attribute(net_list[[2]],"smoking",s50s[,2]) > net_list[[3]]<-network::set.vertex.attribute(net_list[[3]],"smoking",s50s[,3]) > net_list[[1]]<-network::set.vertex.attribute(net_list[[1]],"alcohol",s50a[,1]) > net_list[[2]]<-network::set.vertex.attribute(net_list[[2]],"alcohol",s50a[,2]) > net_list[[3]]<-network::set.vertex.attribute(net_list[[3]],"alcohol",s50a[,3]) > > > TERGM_1<-tergm(net_list~Form( + ~edges+ + mutual+ + gwesp(.5,fixed=TRUE)+ + gwidegree(.5,fixed=TRUE)+ + nodeicov("smoking")+ + nodeocov("smoking")+ + nodematch("smoking")+ + nodeicov("alcohol")+ + nodeocov("alcohol")+ + absdiff("alcohol")), + estimate="CMLE" + + ) Starting maximum pseudolikelihood estimation (MPLE): Obtaining the responsible dyads. Evaluating the predictor and response matrix. Maximizing the pseudolikelihood. Finished MPLE. Starting Monte Carlo maximum likelihood estimation (MCMLE): Iteration 1 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 1.6860. Estimating equations are not within tolerance region. Iteration 2 of at most 60: 1 Optimizing with step length 0.8260. The log-likelihood improved by 1.9584. Estimating equations are not within tolerance region. Iteration 3 of at most 60: 1 Optimizing with step length 0.9682. The log-likelihood improved by 2.8402. Estimating equations are not within tolerance region. Estimating equations did not move closer to tolerance region more than 1 time(s) in 4 steps; increasing sample size. Iteration 4 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1303. Estimating equations are not within tolerance region. Iteration 5 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1320. Estimating equations are not within tolerance region. Iteration 6 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1014. Estimating equations are not within tolerance region. Iteration 7 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.1734. Estimating equations are not within tolerance region. Estimating equations did not move closer to tolerance region more than 1 time(s) in 4 steps; increasing sample size. Iteration 8 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0500. Convergence test p-value: 0.5390. Not converged with 99% confidence; increasing sample size. Iteration 9 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0169. Convergence test p-value: 0.0659. Not converged with 99% confidence; increasing sample size. Iteration 10 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0318. Convergence test p-value: 0.1218. Not converged with 99% confidence; increasing sample size. Iteration 11 of at most 60: 1 Optimizing with step length 1.0000. The log-likelihood improved by 0.0382. Convergence test p-value: 0.0067. Converged with 99% confidence. Finished MCMLE. Evaluating log-likelihood at the estimate. Fitting the dyad-independent submodel... Bridging between the dyad-independent submodel and the full model... Setting up bridge sampling... Using 16 bridges: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 . Bridging finished. This model was fit using MCMC. To examine model diagnostics and check for degeneracy, use the mcmc.diagnostics() function. > > #create network autocorrelation function for TERGM > Moran_tergm<-function(x){ + + y<-network::get.vertex.attribute(x,"smoking") + return(nacf(x,y,type="moran",lag=1)[2]) + + } > > > #test difference in TERGM and SAOM estimates of the MEMS for > #network selection on same smoking behavior for > #smoking similarity at the aggregate level > > compare_MEMS(partial_model=TLSmodel, + full_model=TERGM_1, + micro_process="same Behavior", + macro_function =Moran_dv, + micro_process2="Form~nodematch.smoking", + macro_function2=Moran_tergm, + object_type = "network", + SAOM_data = SAOM.Data, + silent=FALSE) Distinct model types provided. Returning sensitivity test. Difference in MEMS should be interpreted as change in MEMS due to change in functional form specification. Computing MEMS for partial model. Computing MEMS over 0-1 interval If you use this algorithm object, siena07 will create/use an output file Siena.txt . Simulating networks with same Behavior held at 0 If you use this algorithm object, siena07 will create/use an output file Siena.txt . Simulating networks with same Behavior held at 1 95% CI (Bootstrap): [1.318, 1.965] E-value: 1.682 Computing MEMS for full model. Computing MEMS over 0-1 interval Error in simulate_formula.network(object = object$formula, basis = nw.start, : coef has 11 elements, while the model requires 10 parameters. Calls: compare_MEMS ... simulate -> simulate.tergm -> simulate_formula.network Execution halted * checking PDF version of manual ... OK * checking for non-standard things in the check directory ... OK * checking for detritus in the temp directory ... OK * checking for new files in some other directories ... OK * DONE Status: 1 ERROR See ‘/data/blackswan/ripley/R/packages/tests-devel/netmediate.Rcheck/00check.log’ for details. Command exited with non-zero status 1 Time 39:56.32, 2233.01 + 151.69