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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 4.3 MB | win-64/r-plnmodels-1.2.0-r44h3dc9324_1.conda  4 months and 9 days ago 183 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r43h3dc9324_1.conda  4 months and 9 days ago 201 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r43hec4e08c_1.conda  4 months and 9 days ago 204 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r44hec4e08c_1.conda  4 months and 9 days ago 192 main
conda 4.4 MB | linux-64/r-plnmodels-1.2.0-r44hb424bfc_1.conda  4 months and 9 days ago 606 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r43hb424bfc_1.conda  4 months and 9 days ago 595 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r41h78deb2a_0.conda  9 months and 7 days ago 206 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r43h86da9ac_0.conda  9 months and 7 days ago 206 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r42h86da9ac_0.conda  9 months and 7 days ago 200 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r43h08d816e_0.conda  9 months and 7 days ago 963 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r42h08d816e_0.conda  9 months and 7 days ago 969 main
conda 2.7 MB | win-64/r-plnmodels-1.1.0-r41h78deb2a_0.conda  11 months and 4 days ago 243 main
conda 2.6 MB | osx-64/r-plnmodels-1.1.0-r43h86da9ac_0.conda  11 months and 4 days ago 220 main
conda 2.6 MB | osx-64/r-plnmodels-1.1.0-r42h86da9ac_0.conda  11 months and 4 days ago 222 main
conda 2.7 MB | linux-64/r-plnmodels-1.1.0-r42h08d816e_0.conda  11 months and 4 days ago 1013 main
conda 2.7 MB | linux-64/r-plnmodels-1.1.0-r43h08d816e_0.conda  11 months and 4 days ago 982 main
conda 2.6 MB | osx-64/r-plnmodels-1.0.4-r43hfaea39f_0.conda  1 year and 3 months ago 207 main
conda 2.6 MB | win-64/r-plnmodels-1.0.4-r41h78deb2a_0.conda  1 year and 3 months ago 318 main
conda 2.6 MB | osx-64/r-plnmodels-1.0.4-r42hfaea39f_0.conda  1 year and 3 months ago 210 main
conda 2.6 MB | linux-64/r-plnmodels-1.0.4-r43h08d816e_0.conda  1 year and 3 months ago 1116 main
conda 2.6 MB | linux-64/r-plnmodels-1.0.4-r42h08d816e_0.conda  1 year and 3 months ago 1094 main
conda 2.7 MB | win-64/r-plnmodels-1.0.3-r41h78deb2a_0.conda  1 year and 5 months ago 417 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.3-r43hfaea39f_0.conda  1 year and 5 months ago 213 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.3-r42hfaea39f_0.conda  1 year and 5 months ago 207 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.3-r43h08d816e_0.conda  1 year and 5 months ago 1199 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.3-r42h08d816e_0.conda  1 year and 5 months ago 1190 main
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 1243 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.2-r42h08d816e_0.conda  1 year and 5 months ago 1210 main
conda 2.7 MB | win-64/r-plnmodels-1.0.1-r41h78deb2a_1.conda  1 year and 5 months ago 413 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r43hfaea39f_1.conda  1 year and 5 months ago 217 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r42hfaea39f_1.conda  1 year and 5 months ago 215 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r43h08d816e_1.conda  1 year and 5 months ago 1259 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r42h08d816e_1.conda  1 year and 5 months ago 1219 main
conda 2.7 MB | win-64/r-plnmodels-1.0.1-r41h78deb2a_0.conda  1 year and 10 months ago 527 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r41h4f1a15b_0.conda  1 year and 10 months ago 222 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r42h4f1a15b_0.conda  1 year and 10 months ago 216 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r41h358215d_0.conda  1 year and 10 months ago 1458 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r42h358215d_0.conda  1 year and 10 months ago 1468 main
conda 2.7 MB | win-64/r-plnmodels-1.0.0-r41h78deb2a_0.conda  1 year and 11 months ago 576 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.0-r41h4f1a15b_0.conda  1 year and 11 months ago 224 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.0-r42h4f1a15b_0.conda  1 year and 11 months ago 236 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.0-r42h358215d_0.conda  1 year and 11 months ago 1492 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.0-r41h358215d_0.conda  1 year and 11 months ago 1486 main
conda 2.5 MB | win-64/r-plnmodels-0.11.7-r41h78deb2a_0.tar.bz2  2 years and 1 month ago 534 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.7-r41h4f1a15b_0.tar.bz2  2 years and 1 month ago 64 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.7-r42h4f1a15b_0.tar.bz2  2 years and 1 month ago 64 main
conda 2.5 MB | linux-64/r-plnmodels-0.11.7-r42h9f5de39_0.tar.bz2  2 years and 1 month ago 1484 main

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