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:

2.04 score 8 scripts 224 downloads 1 exports 12 dependencies

Last updated from:f71fb67021. Checks:7 NOTE, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-develNOTE129
source / vignettesOK228
linux-releaseNOTE133
macos-releaseNOTE122
macos-oldrelNOTE106
windows-develNOTE77
windows-releaseNOTE70
windows-oldrelNOTE75
wasm-releaseOK96

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