R Under development (unstable) (2024-03-07 r86063 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(MixAll) Loading required package: rtkore Loading required package: Rcpp Attaching package: 'rtkore' The following object is masked from 'package:Rcpp': LdFlags > > data(DebTrivedi) > dt <- DebTrivedi[1:500, c(1, 6,8, 15)] > > model <- clusterPoisson( data=dt, nbCluster=2 + , models=clusterPoissonNames(prop = "equal") + , strategy = clusterFastStrategy()) > > model **************************************** * model name = poisson_p_lk * data (limited to 10 samples and 10 variables) = ofp hosp numchron school 1 5 1 2 6 2 1 0 2 10 3 13 3 4 10 4 16 1 2 3 5 3 0 2 6 6 17 0 5 7 7 9 0 0 8 8 3 0 0 8 9 1 0 0 8 10 0 0 0 8 * ... ... * nbSample = 500 * nbCluster = 2 * lnLikelihood = -17128.45 * nbFreeParameter= 17 * criterion name = ICL * criterion value= 34407.46 **************************************** *** Cluster: 1 * Proportion = 0.5 * lambda = 3.389726 3.389726 3.389726 3.389726 **************************************** *** Cluster: 2 * Proportion = 0.5 * lambda = 6.882614 6.882614 6.882614 6.882614 **************************************** > > proc.time() user system elapsed 1.40 0.12 1.51