palmtree v0.9-1


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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.

Functions in palmtree

Name Description
palmtree Partially Additive (Generalized) Linear Model Trees
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Date 2020-05-15
License GPL-2 | GPL-3
RoxygenNote 6.0.1
NeedsCompilation no
Packaged 2020-05-15 09:21:13 UTC; kennwortistkennwort
Repository CRAN
Date/Publication 2020-05-15 12:00:02 UTC

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