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)palmtree_1.0-0.zip(r-4.6)palmtree_1.0-0.zip(r-4.5)
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://r-forge.r-project.org/projects/partykit

On CRAN:

Conda:

2.60 score 8 scripts 231 downloads 1 exports 9 dependencies

Last updated from:861432cfc0. Checks:7 NOTE, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE123
source / vignettesOK162
linux-release-x86_64NOTE116
macos-release-arm64NOTE132
macos-oldrel-arm64NOTE104
windows-develNOTE100
windows-releaseNOTE95
windows-oldrelNOTE93
wasm-releaseOK105

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