poisson.glm.mix: Fit high dimensional mixtures of Poisson GLMs

High dimensional mixtures of Poisson Generalized Linear models with three different parameterizations of Poisson means are considered. Moreover, partitioning the response variables into a set of blocks is possible. The package estimates parameters via EM algorithm. For an efficient initialization, a random splitting small-EM is introduced.

Getting started

Package details

AuthorPanagiotis Papastamoulis, Marie-Laure Martin-Magniette, Cathy Maugis-Rabusseau
MaintainerPanagiotis Papastamoulis <[email protected]>
LicenseGPL-2
Version1.2
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 30, 2017, 1:34 a.m.