Fit High Dimensional Mixtures of Poisson GLMs [R package poisson.glm.mix version 1.4]

Panagiotis Papastamoulis

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>.

Version:	1.4
Published:	2023-08-19
DOI:	10.32614/CRAN.package.poisson.glm.mix
Author:	Panagiotis Papastamoulis [aut, cre]
Maintainer:	Panagiotis Papastamoulis <papapast at yahoo.gr>
License:	GPL-2
NeedsCompilation:	no
CRAN checks:	poisson.glm.mix results

Documentation:

Reference manual:

poisson.glm.mix.pdf

Downloads:

Package source:	poisson.glm.mix_1.4.tar.gz
Windows binaries:	r-devel: poisson.glm.mix_1.4.zip, r-release: poisson.glm.mix_1.4.zip, r-oldrel: poisson.glm.mix_1.4.zip
macOS binaries:	r-release (arm64): poisson.glm.mix_1.4.tgz, r-oldrel (arm64): poisson.glm.mix_1.4.tgz, r-release (x86_64): poisson.glm.mix_1.4.tgz, r-oldrel (x86_64): poisson.glm.mix_1.4.tgz
Old sources:	poisson.glm.mix archive

Reverse dependencies:

Reverse imports:

glmMisrep

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