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.


Reference manual

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1.2 by Panagiotis Papastamoulis, 7 years ago

Browse source code at

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

Documentation:   PDF Manual  

GPL-2 license

See at CRAN