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.


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install.packages("poisson.glm.mix")

1.2 by Panagiotis Papastamoulis, 7 years ago


Browse source code at https://github.com/cran/poisson.glm.mix


Authors: Panagiotis Papastamoulis , Marie-Laure Martin-Magniette , Cathy Maugis-Rabusseau


Documentation:   PDF Manual  


GPL-2 license



See at CRAN