Package: palmtree
Title: Partially Additive (Generalized) Linear Model Trees
Date: 2021-10-09
Version: 1.0-0
Authors@R: c(person(given = "Heidi", family = "Seibold", role = c("aut", "cre"), email = "heidi@seibold.co",
                    comment = c(ORCID = "0000-0002-8960-9642")),
             person(given = "Torsten", family = "Hothorn", role = "aut", email = "Torsten.Hothorn@R-project.org",
                    comment = c(ORCID = "0000-0001-8301-0471")),
	     person(given = "Achim", family = "Zeileis", role = "aut", email = "Achim.Zeileis@R-project.org",
                    comment = c(ORCID = "0000-0003-0918-3766")))
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 (2019) <doi:10.1007/s11634-018-0342-1>. The package
        offers coef(), logLik(), plot(), and predict() functions for
        PALM trees.
Depends: R (>= 3.1.0), partykit
Imports: Formula (>= 1.2-1)
Suggests: mvtnorm, psychotools
License: GPL-2 | GPL-3
Repository: https://zeileis.r-universe.dev
Date/Publication: 2026-03-13 19:02:53 UTC
RemoteUrl: https://github.com/r-forge/partykit
RemoteRef: HEAD
RemoteSha: 861432cfc097e26ea36940c174227ff1151eac6e
RemoteSubdir: pkg/palmtree
NeedsCompilation: no
Packaged: 2026-06-11 07:31:36 UTC; root
Author: Heidi Seibold [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8960-9642>),
  Torsten Hothorn [aut] (ORCID: <https://orcid.org/0000-0001-8301-0471>),
  Achim Zeileis [aut] (ORCID: <https://orcid.org/0000-0003-0918-3766>)
Maintainer: Heidi Seibold <heidi@seibold.co>