glmertree v0.2-0

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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>).

Functions in glmertree

Name Description
plot.glmertree Plotting (Generalized) Linear Mixed Model Trees
coef.glmertree Obtaining Fixed-Effects Coefficient Estimates of (Generalized) Linear Mixed Model Trees
MHserviceDemo Artificial mental-health service outcomes dataset
glmertree (Generalized) Linear Mixed Model Trees
GrowthCurveDemo Artificial dataset for partitioning of linear growth curve models
DepressionDemo Artificial depression treatment dataset
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Vignettes of glmertree

Name
glmertree.Rnw
glmertree.bib
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Details

Date 2019-11-19
LazyData yes
License GPL-2 | GPL-3
RoxygenNote 6.1.1
NeedsCompilation no
Packaged 2019-11-19 10:55:06 UTC; fokkemam
Repository CRAN
Date/Publication 2019-11-19 18:30:05 UTC

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