PLNmodels-package: PLNmodels: Poisson Lognormal Models

PLNmodels-packageR Documentation

PLNmodels: Poisson Lognormal Models



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.


Maintainer: Julien Chiquet (ORCID)


Other contributors:

See Also

Useful links:

PLN-team/PLNmodels documentation built on April 15, 2024, 9:01 a.m.