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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 8 days ago 182 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r43h3dc9324_1.conda  4 months and 8 days ago 200 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r43hec4e08c_1.conda  4 months and 8 days ago 203 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r44hec4e08c_1.conda  4 months and 8 days ago 191 main
conda 4.4 MB | linux-64/r-plnmodels-1.2.0-r44hb424bfc_1.conda  4 months and 8 days ago 602 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r43hb424bfc_1.conda  4 months and 8 days ago 593 main
conda 4.3 MB | win-64/r-plnmodels-1.2.0-r41h78deb2a_0.conda  9 months and 6 days ago 206 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r43h86da9ac_0.conda  9 months and 6 days ago 206 main
conda 4.3 MB | osx-64/r-plnmodels-1.2.0-r42h86da9ac_0.conda  9 months and 6 days ago 199 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r43h08d816e_0.conda  9 months and 6 days ago 959 main
conda 4.3 MB | linux-64/r-plnmodels-1.2.0-r42h08d816e_0.conda  9 months and 6 days ago 966 main
conda 2.7 MB | win-64/r-plnmodels-1.1.0-r41h78deb2a_0.conda  11 months and 3 days ago 243 main
conda 2.6 MB | osx-64/r-plnmodels-1.1.0-r43h86da9ac_0.conda  11 months and 3 days ago 219 main
conda 2.6 MB | osx-64/r-plnmodels-1.1.0-r42h86da9ac_0.conda  11 months and 3 days ago 222 main
conda 2.7 MB | linux-64/r-plnmodels-1.1.0-r42h08d816e_0.conda  11 months and 3 days ago 1009 main
conda 2.7 MB | linux-64/r-plnmodels-1.1.0-r43h08d816e_0.conda  11 months and 3 days ago 979 main
conda 2.6 MB | osx-64/r-plnmodels-1.0.4-r43hfaea39f_0.conda  1 year and 3 months ago 206 main
conda 2.6 MB | win-64/r-plnmodels-1.0.4-r41h78deb2a_0.conda  1 year and 3 months ago 317 main
conda 2.6 MB | osx-64/r-plnmodels-1.0.4-r42hfaea39f_0.conda  1 year and 3 months ago 209 main
conda 2.6 MB | linux-64/r-plnmodels-1.0.4-r43h08d816e_0.conda  1 year and 3 months ago 1112 main
conda 2.6 MB | linux-64/r-plnmodels-1.0.4-r42h08d816e_0.conda  1 year and 3 months ago 1089 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 212 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 1194 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.3-r42h08d816e_0.conda  1 year and 5 months ago 1186 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 1242 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.2-r42h08d816e_0.conda  1 year and 5 months ago 1206 main
conda 2.7 MB | win-64/r-plnmodels-1.0.1-r41h78deb2a_1.conda  1 year and 5 months ago 412 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r43hfaea39f_1.conda  1 year and 5 months ago 216 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 1255 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r42h08d816e_1.conda  1 year and 5 months ago 1214 main
conda 2.7 MB | win-64/r-plnmodels-1.0.1-r41h78deb2a_0.conda  1 year and 9 months ago 526 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r41h4f1a15b_0.conda  1 year and 9 months ago 221 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.1-r42h4f1a15b_0.conda  1 year and 9 months ago 216 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r41h358215d_0.conda  1 year and 9 months ago 1455 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r42h358215d_0.conda  1 year and 9 months ago 1463 main
conda 2.7 MB | win-64/r-plnmodels-1.0.0-r41h78deb2a_0.conda  1 year and 11 months ago 575 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.0-r41h4f1a15b_0.conda  1 year and 11 months ago 223 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 1488 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.0-r41h358215d_0.conda  1 year and 11 months ago 1482 main
conda 2.5 MB | win-64/r-plnmodels-0.11.7-r41h78deb2a_0.tar.bz2  2 years and 1 month ago 533 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.7-r41h4f1a15b_0.tar.bz2  2 years and 1 month ago 63 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 1480 main

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