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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 2.5 MB | win-64/r-plnmodels-0.11.6-r41h78deb2a_1.tar.bz2  2 years and 4 months ago 532 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.6-r42h4f1a15b_1.tar.bz2  2 years and 4 months ago 68 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.6-r41h4f1a15b_1.tar.bz2  2 years and 4 months ago 70 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.6-r41h9f5de39_1.tar.bz2  2 years and 4 months ago 1764 main
conda 2.5 MB | linux-64/r-plnmodels-0.11.6-r42h9f5de39_1.tar.bz2  2 years and 4 months ago 1761 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.6-r40h08d08f5_0.tar.bz2  2 years and 9 months ago 79 main
conda 2.5 MB | win-64/r-plnmodels-0.11.6-r41h399f8d5_0.tar.bz2  2 years and 9 months ago 694 main
conda 2.6 MB | win-64/r-plnmodels-0.11.6-r40h399f8d5_0.tar.bz2  2 years and 9 months ago 692 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.6-r41h08d08f5_0.tar.bz2  2 years and 9 months ago 78 main
conda 2.5 MB | linux-64/r-plnmodels-0.11.6-r41h43535f1_0.tar.bz2  2 years and 9 months ago 2092 main

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