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 (2016) <arXiv:1612.07498>. The package offers coef(), logLik(), plot(), and predict() functions for PALM trees.

Getting started

Package details

AuthorHeidi Seibold [aut, cre] (0000-0002-8960-9642), Torsten Hothorn [aut] (0000-0001-8301-0471), Achim Zeileis [aut] (0000-0003-0918-3766)
MaintainerHeidi Seibold <[email protected]>
LicenseGPL-2 | GPL-3
Version0.9-0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("palmtree")

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palmtree documentation built on Jan. 20, 2018, 9:36 a.m.