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The Poisson-lognormal model and variants can be used for a variety of multivariate problems when count data are at play, including principal component analysis for count data (Chiquet, Mariadassou and Robin, 2018 <doi:10.1214/18-AOAS1177>), discriminant analysis and network inference (Chiquet, Mariadassou and Robin, 2018 <http://proceedings.mlr.press/v97/chiquet19a.html>). Implements variational algorithms to fit such models accompanied with a set of functions for visualization and diagnostic.

copied from cf-staging / r-plnmodels
Type Size Name Uploaded Downloads Labels
conda 2.1 MB | win-64/r-plnmodels-0.10.6-r36h399f8d5_0.tar.bz2  4 years and 1 month ago 947 main
conda 2.1 MB | win-64/r-plnmodels-0.10.6-r40h399f8d5_0.tar.bz2  4 years and 1 month ago 926 main
conda 2.1 MB | osx-64/r-plnmodels-0.10.6-r40h0d0afb2_0.tar.bz2  4 years and 1 month ago 259 main
conda 2.1 MB | osx-64/r-plnmodels-0.10.6-r36h0d0afb2_0.tar.bz2  4 years and 1 month ago 262 main
conda 2.1 MB | linux-64/r-plnmodels-0.10.6-r40hfbb317b_0.tar.bz2  4 years and 1 month ago 2446 main
conda 2.1 MB | linux-64/r-plnmodels-0.10.6-r36hfbb317b_0.tar.bz2  4 years and 1 month ago 2410 main

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