PLNmodels-package: PLNmodels: Poisson Lognormal Models

PLNmodels-packageR Documentation

PLNmodels: Poisson Lognormal Models

Description

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The Poisson-lognormal model and variants (Chiquet, Mariadassou and Robin, 2021 \Sexpr[results=rd]{tools:::Rd_expr_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.

Author(s)

Maintainer: Julien Chiquet julien.chiquet@inrae.fr (ORCID)

Authors:

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See Also

Useful links:


PLN-team/PLNmodels documentation built on Oct. 13, 2024, 4:01 a.m.