poisson.glm.mix: Fit High Dimensional Mixtures of Poisson GLMs

Mixtures of Poisson Generalized Linear Models for high dimensional count data clustering. The (multivariate) responses can be partitioned into set of blocks. Three different parameterizations of the linear predictor are considered. The models are estimated according to the EM algorithm with an efficient initialization scheme <doi:10.1016/j.csda.2014.07.005>.

Getting started

Package details

AuthorPanagiotis Papastamoulis [aut, cre] (<https://orcid.org/0000-0001-9468-7613>)
MaintainerPanagiotis Papastamoulis <papapast@yahoo.gr>
LicenseGPL-2
Version1.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("poisson.glm.mix")

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poisson.glm.mix documentation built on May 7, 2022, 9:05 a.m.