palmtree (version 0.9-1)

Partially Additive (Generalized) Linear Model Trees

Description

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) . The package offers coef(), logLik(), plot(), and predict() functions for PALM trees.

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Install

install.packages('palmtree')

Monthly Downloads

104

Version

0.9-1

License

GPL-2 | GPL-3

Maintainer

Last Published

May 15th, 2020

Functions in palmtree (0.9-1)