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glmertree (version 0.2-4)

Generalized Linear Mixed Model Trees

Description

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; ).

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Version

Install

install.packages('glmertree')

Monthly Downloads

1,054

Version

0.2-4

License

GPL-2 | GPL-3

Maintainer

Marjolein Fokkema

Last Published

September 9th, 2023

Functions in glmertree (0.2-4)

plot.glmertree

Plotting (Generalized) Linear Mixed Model Trees
DepressionDemo

Artificial depression treatment dataset
GrowthCurveDemo

Artificial dataset for partitioning of linear growth curve models
MHserviceDemo

Artificial mental-health service outcomes dataset
coef.glmertree

Obtaining Fixed-Effects Coefficient Estimates of (Generalized) Linear Mixed Model Trees
glmertree

(Generalized) Linear Mixed Model Trees
betamertree

Beta Mixed-Effects Regression Trees