Package: palmtree 0.9-1

palmtree: Partially Additive (Generalized) Linear Model Trees

This is an implementation of model-based trees with global model parameters (PALM trees). The PALM tree algorithm is an extension to the MOB algorithm (implemented in the 'partykit' package), where some parameters are fixed across all groups. Details about the method can be found in Seibold, Hothorn, Zeileis (2016) <arxiv:1612.07498>. The package offers coef(), logLik(), plot(), and predict() functions for PALM trees.

Authors:Heidi Seibold [aut, cre], Torsten Hothorn [aut], Achim Zeileis [aut]

palmtree_0.9-1.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
palmtree/json (API)

# Install 'palmtree' in R:
install.packages('palmtree', repos = c('https://heidiseibold.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 stars 8 scripts 252 downloads 1 exports 9 dependencies

Last updated from:6591ff9b80. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK115
source / vignettesOK175
linux-release-x86_64OK142
macos-release-arm64OK125
macos-oldrel-arm64OK232
windows-develOK75
windows-releaseOK84
windows-oldrelOK73
wasm-releaseOK95

Exports:palmtree

Dependencies:FormulainumlatticelibcoinMatrixmvtnormpartykitrpartsurvival

Readme and manuals

Help Manual

Help pageTopics
Partially Additive (Generalized) Linear Model Treescoef.palmtree logLik.palmtree palmtree plot.palmtree predict.palmtree print.palmtree