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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 4.6 MB | win-64/r-plnmodels-1.2.2-r44hec15cfb_0.conda  4 months and 25 days ago 45 main
conda 4.6 MB | win-64/r-plnmodels-1.2.2-r43hec15cfb_0.conda  4 months and 25 days ago 42 main
conda 4.6 MB | osx-64/r-plnmodels-1.2.2-r43h8d9e291_0.conda  4 months and 25 days ago 34 main
conda 4.6 MB | osx-64/r-plnmodels-1.2.2-r44h8d9e291_0.conda  4 months and 25 days ago 26 main
conda 4.7 MB | linux-64/r-plnmodels-1.2.2-r44hc2d650c_0.conda  4 months and 25 days ago 380 main
conda 4.7 MB | linux-64/r-plnmodels-1.2.2-r43hc2d650c_0.conda  4 months and 25 days ago 384 main
conda 4.6 MB | win-64/r-plnmodels-1.2.1-r44hec15cfb_0.conda  5 months and 6 days ago 41 main
conda 4.6 MB | win-64/r-plnmodels-1.2.1-r43hec15cfb_0.conda  5 months and 6 days ago 47 main
conda 4.6 MB | osx-64/r-plnmodels-1.2.1-r43h8d9e291_0.conda  5 months and 6 days ago 30 main
conda 4.7 MB | osx-64/r-plnmodels-1.2.1-r44h8d9e291_0.conda  5 months and 6 days ago 29 main
conda 4.7 MB | linux-64/r-plnmodels-1.2.1-r43hc2d650c_0.conda  5 months and 6 days ago 400 main
conda 4.7 MB | linux-64/r-plnmodels-1.2.1-r44hc2d650c_0.conda  5 months and 6 days ago 415 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r44h3dc9324_1.conda  1 year and 12 days ago 460 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r43h3dc9324_1.conda  1 year and 12 days ago 471 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r43hec4e08c_1.conda  1 year and 12 days ago 427 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r44hec4e08c_1.conda  1 year and 12 days ago 417 main
conda 4.4 MB | linux-64/r-plnmodels-1.2.0-r44hb424bfc_1.conda  1 year and 12 days ago 1388 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r43hb424bfc_1.conda  1 year and 12 days ago 1318 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r41h78deb2a_0.conda  1 year and 5 months ago 467 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r43h86da9ac_0.conda  1 year and 5 months ago 401 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r42h86da9ac_0.conda  1 year and 5 months ago 392 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r43h08d816e_0.conda  1 year and 5 months ago 1672 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r42h08d816e_0.conda  1 year and 5 months ago 1663 main
conda 2.7 MB | win-64/r-plnmodels-1.1.0-r41h78deb2a_0.conda  1 year and 7 months ago 498 main
conda 2.6 MB | osx-64/r-plnmodels-1.1.0-r43h86da9ac_0.conda  1 year and 7 months ago 420 main

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