Package: palmtree 1.0-0

Heidi Seibold

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 (2019) <doi:10.1007/s11634-018-0342-1>. The package offers coef(), logLik(), plot(), and predict() functions for PALM trees.

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

palmtree_1.0-0.tar.gz
palmtree_1.0-0.zip(r-4.7-any)palmtree_1.0-0.zip(r-4.6-any)palmtree_1.0-0.zip(r-4.5-any)
palmtree_1.0-0.tgz(r-4.6-any)palmtree_1.0-0.tgz(r-4.5-any)
palmtree_1.0-0.tar.gz(r-4.7-any)palmtree_1.0-0.tar.gz(r-4.6-any)
palmtree_1.0-0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
palmtree/json (API)

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

Bug tracker:https://codeberg.org/thothorn/partykit

On CRAN:

Conda:

2.11 score 8 scripts 220 downloads 1 exports 12 dependencies

Last updated from:27273fb196. Checks:7 NOTE, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-develNOTE114
source / vignettesOK267
linux-releaseNOTE112
macos-releaseNOTE98
macos-oldrelNOTE100
windows-develNOTE77
windows-releaseNOTE84
windows-oldrelNOTE78
wasm-releaseOK94

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