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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "fusedTree" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'fusedTree: Fused Partitioned Regression for Clinical and Omics Data'
version: 1.1.0
doi: 10.32614/CRAN.package.fusedTree
abstract: Fit (generalized) linear regression models in each leaf node of a tree.
  The tree is constructed using clinical variables only. The linear regression models
  are constructed using (high-dimensional) omics variables only. The leaf-node-specific
  regression models are estimated using the penalized likelihood including a standard
  ridge (L2) penalty and a fusion penalty that links the leaf-node-specific regression
  models to one another. The intercepts of the leaf nodes reflect the effects of the
  clinical variables and are left unpenalized. The tree, fitted with the clinical
  variables only, should be constructed outside of the package with the 'rpart' 'R'
  package. See Goedhart and others (2024) <https://doi.org/10.48550/arXiv.2411.02396>
  for details on the method.
authors:
- family-names: Goedhart
  given-names: Jeroen M.
  email: jeroengoed@gmail.com
  orcid: https://orcid.org/0000-0003-0134-1897
- family-names: Wieringen
  given-names: Wessel N.
  name-particle: van
repository: https://jeroengoedhart.r-universe.dev
commit: 6490422905c2e33639a5cc6b6f10b3db96a1d7df
date-released: '2025-08-20'
contact:
- family-names: Goedhart
  given-names: Jeroen M.
  email: jeroengoed@gmail.com
  orcid: https://orcid.org/0000-0003-0134-1897