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
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palmtree_1.0-0.tgz(r-4.4-any)palmtree_1.0-0.tgz(r-4.3-any)
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palmtree.pdf |palmtree.html✨
palmtree/json (API)
NEWS

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

Peer review:

Bug tracker:https://r-forge.r-project.org/projects/partykit

On CRAN:

2.89 score 8 scripts 146 downloads 1 exports 9 dependencies

Last updated 1 days agofrom:d60c7c67b3. Checks:5 OK, 2 NOTE. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 14 2025
R-4.5-winNOTEJan 14 2025
R-4.5-linuxNOTEJan 14 2025
R-4.4-winOKJan 14 2025
R-4.4-macOKJan 14 2025
R-4.3-winOKJan 14 2025
R-4.3-macOKJan 14 2025

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