glmertree: Generalized Linear Mixed Model Trees

Recursive partitioning based on (generalized) linear mixed models (GLMMs) combining lmer()/glmer() from 'lme4' and lmtree()/glmtree() from 'partykit'. The fitting algorithm is described in more detail in Fokkema, Smits, Zeileis, Hothorn & Kelderman (2018; <doi:10.3758/s13428-017-0971-x>). For detecting and modeling subgroups in growth curves with GLMM trees see Fokkema & Zeileis (2024; <doi:10.3758/s13428-024-02389-1>).

Version:	0.2-6
Depends:	R (≥ 4.0.0), lme4, partykit (≥ 1.0-4)
Imports:	graphics, stats, utils, Formula
Suggests:	vcd, lattice, betareg, glmmTMB, lmerTest
Published:	2024-11-05
DOI:	10.32614/CRAN.package.glmertree
Author:	Marjolein Fokkema [aut, cre], Achim Zeileis [aut]
Maintainer:	Marjolein Fokkema <M.Fokkema at fsw.leidenuniv.nl>
License:	GPL-2 | GPL-3
NeedsCompilation:	no
Citation:	glmertree citation info
Materials:	NEWS
In views:	MachineLearning, MixedModels
CRAN checks:	glmertree results

Documentation:

Reference manual:	glmertree.pdf
Vignettes:	Fitting Generalized Linear Mixed-Effects Model Trees (source, R code)

Downloads:

Package source:	glmertree_0.2-6.tar.gz
Windows binaries:	r-devel: glmertree_0.2-6.zip, r-release: glmertree_0.2-6.zip, r-oldrel: glmertree_0.2-6.zip
macOS binaries:	r-release (arm64): glmertree_0.2-6.tgz, r-oldrel (arm64): glmertree_0.2-6.tgz, r-release (x86_64): glmertree_0.2-6.tgz, r-oldrel (x86_64): glmertree_0.2-6.tgz
Old sources:	glmertree archive

Reverse dependencies:

Reverse imports:	FREEtree
Reverse suggests:	buildmer, pre

Linking:

Please use the canonical form https://CRAN.R-project.org/package=glmertree to link to this page.