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cff-version: 1.2.0
message: 'To cite package "gamtree" in publications use:'
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license:
- GPL-2.0-only
- GPL-3.0-only
title: 'gamtree: GAM-based Recursive Partitioning'
version: 0.0.3
doi: 10.32614/CRAN.package.gamtree
abstract: Recursively partitions the observations in a dataset, based on the parameters
  of a generalized additive model (GAM). Function splinetree implements partitioning
  based on parametric or non-penalized spline models. It offers faster computational
  speed and more flexibility for modeling multilevel and longitudinal data. Function
  gamtree implements partitioning based on semi-parametric or penalized spline models,
  a.k.a. smoothing splines. It requires less user involvement in correctly specifying
  the splines and knots, but has a heavier computational load and offers less flexibility
  in modeling multilevel and longitudinal data. Packages mgcv and splines are used
  for spline and model estimation, packages partykit and merDeriv are used for partitioning
  and derivative computations.
authors:
- family-names: Fokkema
  given-names: Marjolein
  email: m.fokkema@fsw.leidenuniv.nl
repository: https://marjoleinf.r-universe.dev
commit: e13c3c8f24458ad05b64bc9e7e7339f7f7eb1368
date-released: '2025-04-09'
contact:
- family-names: Fokkema
  given-names: Marjolein
  email: m.fokkema@fsw.leidenuniv.nl