PLN-team/PLNmodels: Poisson Lognormal Models

The Poisson-lognormal model and variants (Chiquet, Mariadassou and Robin, 2021 <doi:10.3389/fevo.2021.588292>) can be used for a variety of multivariate problems when count data are at play, including principal component analysis for count data, discriminant analysis, model-based clustering and network inference. Implements variational algorithms to fit such models accompanied with a set of functions for visualization and diagnostic.

Getting started

Package details

Maintainer
LicenseGPL (>= 3)
Version1.2.1
URL https://pln-team.github.io/PLNmodels/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("PLN-team/PLNmodels")
PLN-team/PLNmodels documentation built on Oct. 13, 2024, 4:01 a.m.