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.

AuthorPanagiotis Papastamoulis, Marie-Laure Martin-Magniette, Cathy Maugis-Rabusseau
Date of publication2014-04-17 23:14:54
MaintainerPanagiotis Papastamoulis <papapast@yahoo.gr>
LicenseGPL-2
Version1.2

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