Title: Simulating Homogenous & Non-Homogenous Poisson Processes
Author: Kristian Brock [aut] <kristian.brock@gmail.com>, Daniel Slade [ctb]
Description: Contains functions and classes for simulating, plotting and analysing homogenous and non-homogenous Poisson processes.

Package: poisson.glm.mix
Type: Package
Title: Fit high dimensional mixtures of Poisson GLM's
Version: 1.0
Date: 2012-07-04
Author: Panagiotis Papastamoulis, Marie-Laure Martin-Magniette, Cathy
Maugis-Rabusseau
Maintainer: Panagiotis Papastamoulis <papapast@yahoo.gr>
Description: 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.
License: GPL-2
Packaged: 2012-07-29 13:01:42 UTC; Panagiotis
Repository: CRAN
Date/Publication: 2012-07-29 15:21:58

Title: Fit high dimensional mixtures of Poisson GLMs
Packaged: 2013-06-20 11:50:25 UTC; panagiotispapastamoulis

Author: Panagiotis Papastamoulis, Marie-Laure Martin-Magniette, Cathy Maugis-Rabusseau
Description: 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.
Packaged: 2014-04-17 14:57:39 UTC; panagiotispapastamoulis

Title: Fit High Dimensional Mixtures of Poisson GLMs
Description: 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>.
Packaged: 2022-05-07 06:10:39 UTC; panagiotis