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>).

Package details

AuthorMarjolein Fokkema [aut, cre] (<https://orcid.org/0000-0002-9252-8325>), Achim Zeileis [aut] (<https://orcid.org/0000-0003-0918-3766>)
MaintainerMarjolein Fokkema <M.Fokkema@fsw.leidenuniv.nl>
LicenseGPL-2 | GPL-3
Version0.2-6
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("glmertree")

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glmertree documentation built on April 3, 2025, 8:54 p.m.