Skip to content

poisson.glm.mix

Fit High Dimensional Mixtures of Poisson GLMs

v1.4 · Aug 19, 2023 · GPL-2

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>.

Downloads

312

Last 30 days

12712th

789

Last 90 days

3K

Last year

Trend: +15.6% (30d vs prior 30d)

CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies glmMisrep poisson.glm.mix

Version History

new 1.4 Mar 10, 2026
updated 1.4 ← 1.3 diff Aug 18, 2023
updated 1.3 ← 1.2 diff May 6, 2022
updated 1.2 ← 1.1 diff Apr 16, 2014
updated 1.1 ← 1.0 diff Jun 19, 2013
new 1.0 Jul 28, 2012