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glmertree (version 0.2-5)

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

0.2-5

License

GPL-2 | GPL-3

Maintainer

Marjolein Fokkema

Last Published

June 28th, 2024

Functions in glmertree (0.2-5)

betamertree

Beta Mixed-Effects Regression Trees
coef.glmertree

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

Cross Validation of (Generalized) Linear Mixed Model Trees
glmertree

(Generalized) Linear Mixed Model Trees
plot.glmertree

Plotting (Generalized) Linear Mixed Model Trees
GrowthCurveDemo

Artificial dataset for partitioning of linear growth curve models
MHserviceDemo

Artificial mental-health service outcomes dataset
DepressionDemo

Artificial depression treatment dataset