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
palmtree_0.9-1.zip(r-4.7-any)palmtree_0.9-1.zip(r-4.6-any)palmtree_0.9-1.zip(r-4.5-any)
palmtree_0.9-1.tgz(r-4.6-any)palmtree_0.9-1.tgz(r-4.5-any)
palmtree_0.9-1.tar.gz(r-4.7-any)palmtree_0.9-1.tar.gz(r-4.6-any)
palmtree_0.9-1.tgz(r-4.6-emscripten)
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 179 downloads 1 exports 12 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK145
source / vignettesOK158
linux-releaseOK115
macos-releaseOK146
macos-oldrelOK96
windows-develOK73
windows-releaseOK71
windows-oldrelOK78
wasm-releaseOK86

Exports:palmtree

Dependencies:FormulainumlatticelibcoinMatrixmvtnormpartykitrpartsandwichstrucchangesurvivalzoo

Readme and manuals

Help Manual

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