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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 2.7 MB | win-64/r-plnmodels-1.0.2-r41h78deb2a_0.conda  1 year and 5 months ago 415 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.2-r43hfaea39f_0.conda  1 year and 5 months ago 206 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.2-r42hfaea39f_0.conda  1 year and 5 months ago 208 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.2-r43h08d816e_0.conda  1 year and 5 months ago 1242 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.2-r42h08d816e_0.conda  1 year and 5 months ago 1206 main

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