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✨
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 157 downloads 1 exports 9 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-x86_64OK101
source / vignettesOK149
linux-release-x86_64OK97
macos-release-arm64OK155
macos-oldrel-arm64OK147
windows-develOK205
windows-releaseOK80
windows-oldrelOK81
wasm-releaseOK81

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