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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 | osx-64/r-plnmodels-1.0.1-r42h4f1a15b_0.conda  2 years and 1 month ago 392 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r41h358215d_0.conda  2 years and 1 month ago 1863 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.1-r42h358215d_0.conda  2 years and 1 month ago 1896 main
conda 2.7 MB | win-64/r-plnmodels-1.0.0-r41h78deb2a_0.conda  2 years and 2 months ago 818 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.0-r41h4f1a15b_0.conda  2 years and 2 months ago 399 main
conda 2.7 MB | osx-64/r-plnmodels-1.0.0-r42h4f1a15b_0.conda  2 years and 2 months ago 401 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.0-r42h358215d_0.conda  2 years and 2 months ago 1873 main
conda 2.7 MB | linux-64/r-plnmodels-1.0.0-r41h358215d_0.conda  2 years and 2 months ago 1887 main
conda 2.5 MB | win-64/r-plnmodels-0.11.7-r41h78deb2a_0.tar.bz2  2 years and 5 months ago 539 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.7-r41h4f1a15b_0.tar.bz2  2 years and 5 months ago 64 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.7-r42h4f1a15b_0.tar.bz2  2 years and 5 months ago 65 main
conda 2.5 MB | linux-64/r-plnmodels-0.11.7-r42h9f5de39_0.tar.bz2  2 years and 5 months ago 1762 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.7-r41h9f5de39_0.tar.bz2  2 years and 5 months ago 1811 main
conda 2.5 MB | win-64/r-plnmodels-0.11.6-r41h78deb2a_1.tar.bz2  2 years and 5 months ago 533 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.6-r42h4f1a15b_1.tar.bz2  2 years and 5 months ago 68 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.6-r41h4f1a15b_1.tar.bz2  2 years and 5 months ago 70 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.6-r41h9f5de39_1.tar.bz2  2 years and 5 months ago 1828 main
conda 2.5 MB | linux-64/r-plnmodels-0.11.6-r42h9f5de39_1.tar.bz2  2 years and 5 months ago 1821 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.6-r40h08d08f5_0.tar.bz2  2 years and 10 months ago 79 main
conda 2.5 MB | win-64/r-plnmodels-0.11.6-r41h399f8d5_0.tar.bz2  2 years and 10 months ago 695 main
conda 2.6 MB | win-64/r-plnmodels-0.11.6-r40h399f8d5_0.tar.bz2  2 years and 10 months ago 693 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.6-r41h08d08f5_0.tar.bz2  2 years and 10 months ago 79 main
conda 2.5 MB | linux-64/r-plnmodels-0.11.6-r41h43535f1_0.tar.bz2  2 years and 10 months ago 2155 main
conda 2.6 MB | win-64/r-plnmodels-0.11.5-r41h399f8d5_0.tar.bz2  3 years and 2 months ago 721 main
conda 2.6 MB | win-64/r-plnmodels-0.11.5-r40h399f8d5_0.tar.bz2  3 years and 2 months ago 702 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.5-r40he5a6823_0.tar.bz2  3 years and 2 months ago 80 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.5-r41he5a6823_0.tar.bz2  3 years and 2 months ago 72 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.5-r41h306847c_0.tar.bz2  3 years and 2 months ago 2186 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.5-r40h306847c_0.tar.bz2  3 years and 2 months ago 2179 main
conda 2.6 MB | win-64/r-plnmodels-0.11.4-r41h399f8d5_0.tar.bz2  3 years and 10 months ago 777 main
conda 2.6 MB | osx-64/r-plnmodels-0.11.4-r41he5a6823_0.tar.bz2  3 years and 10 months ago 141 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.4-r41h306847c_0.tar.bz2  3 years and 10 months ago 2484 main
conda 2.6 MB | win-64/r-plnmodels-0.11.4-r40h399f8d5_0.tar.bz2  4 years and 15 days ago 867 main
conda 2.6 MB | win-64/r-plnmodels-0.11.4-r36h399f8d5_0.tar.bz2  4 years and 15 days ago 867 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.4-r36he5a6823_0.tar.bz2  4 years and 15 days ago 214 main
conda 2.5 MB | osx-64/r-plnmodels-0.11.4-r40he5a6823_0.tar.bz2  4 years and 15 days ago 215 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.4-r40h306847c_0.tar.bz2  4 years and 15 days ago 2593 main
conda 2.6 MB | linux-64/r-plnmodels-0.11.4-r36h306847c_0.tar.bz2  4 years and 15 days ago 2566 main
conda 2.1 MB | win-64/r-plnmodels-0.10.6-r36h399f8d5_0.tar.bz2  4 years and 4 months ago 952 main
conda 2.1 MB | win-64/r-plnmodels-0.10.6-r40h399f8d5_0.tar.bz2  4 years and 4 months ago 931 main
conda 2.1 MB | osx-64/r-plnmodels-0.10.6-r40h0d0afb2_0.tar.bz2  4 years and 4 months ago 259 main
conda 2.1 MB | osx-64/r-plnmodels-0.10.6-r36h0d0afb2_0.tar.bz2  4 years and 4 months ago 264 main
conda 2.1 MB | linux-64/r-plnmodels-0.10.6-r40hfbb317b_0.tar.bz2  4 years and 4 months ago 2720 main
conda 2.1 MB | linux-64/r-plnmodels-0.10.6-r36hfbb317b_0.tar.bz2  4 years and 4 months ago 2685 main

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