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]

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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'))

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

On CRAN:

2.92 score 8 scripts 240 downloads 1 exports 9 dependencies

Last updated 23 days agofrom:760d626acd. Checks:5 OK, 3 NOTE. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 30 2025
R-4.5-winNOTEJan 30 2025
R-4.5-macNOTEJan 30 2025
R-4.5-linuxNOTEJan 30 2025
R-4.4-winOKJan 30 2025
R-4.4-macOKJan 30 2025
R-4.3-winOKJan 30 2025
R-4.3-macOKJan 30 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