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palmtree  

Partially Additive (Generalized) Linear Model Trees
View on CRAN: Click here


Download and install palmtree package within the R console
Install from CRAN:
install.packages("palmtree")

Install from Github:
library("remotes")
install_github("cran/palmtree")

Install by package version:
library("remotes")
install_version("palmtree", "0.9-1")



Attach the package and use:
library("palmtree")
Maintained by
Heidi Seibold
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-16
Latest Update: 2020-05-15
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.
How to cite:
Heidi Seibold (2018). palmtree: Partially Additive (Generalized) Linear Model Trees. R package version 0.9-1, https://cran.r-project.org/web/packages/palmtree. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.9-0 (2018-01-16 16:15)
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Complete documentation for palmtree
Functions, R codes and Examples using the palmtree R package
Some associated functions: palmtree . 
Some associated R codes: palmtree.R .  Full palmtree package functions and examples
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