# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "party" in publications use:'
type: software
license: GPL-2.0-only
title: 'party: A Laboratory for Recursive Partytioning'
version: 1.3-17
doi: 10.1198/106186006X133933
identifiers:
- type: doi
  value: 10.32614/CRAN.package.party
abstract: A computational toolbox for recursive partitioning. The core of the package
  is ctree(), an implementation of conditional inference trees which embed tree-structured
  regression models into a well defined theory of conditional inference procedures.
  This non-parametric class of regression trees is applicable to all kinds of regression
  problems, including nominal, ordinal, numeric, censored as well as multivariate
  response variables and arbitrary measurement scales of the covariates. Based on
  conditional inference trees, cforest() provides an implementation of Breiman's random
  forests. The function mob() implements an algorithm for recursive partitioning based
  on parametric models (e.g. linear models, GLMs or survival regression) employing
  parameter instability tests for split selection. Extensible functionality for visualizing
  tree-structured regression models is available. The methods are described in Hothorn
  et al. (2006) <https://doi.org/10.1198/106186006X133933>, Zeileis et al. (2008)
  <https://doi.org/10.1198/106186008X319331> and Strobl et al. (2007) <https://doi.org/10.1186/1471-2105-8-25>.
authors:
- family-names: Hothorn
  given-names: Torsten
  email: Torsten.Hothorn@R-project.org
  orcid: https://orcid.org/0000-0001-8301-0471
- family-names: Hornik
  given-names: Kurt
  email: Kurt.Hornik@R-project.org
  orcid: https://orcid.org/0000-0003-4198-9911
- family-names: Strobl
  given-names: Carolin
  email: carolin.strobl@psychologie.uzh.ch
  orcid: https://orcid.org/0000-0003-0952-3230
- family-names: Zeileis
  given-names: Achim
  email: Achim.Zeileis@R-project.org
  orcid: https://orcid.org/0000-0003-0918-3766
preferred-citation:
  type: article
  title: 'Unbiased Recursive Partitioning: A Conditional Inference Framework'
  authors:
  - family-names: Hothorn
    given-names: Torsten
    email: Torsten.Hothorn@R-project.org
    orcid: https://orcid.org/0000-0001-8301-0471
  - family-names: Hornik
    given-names: Kurt
    email: Kurt.Hornik@R-project.org
    orcid: https://orcid.org/0000-0003-4198-9911
  - family-names: Zeileis
    given-names: Achim
    email: Achim.Zeileis@R-project.org
    orcid: https://orcid.org/0000-0003-0918-3766
  journal: Journal of Computational and Graphical Statistics
  year: '2006'
  volume: '15'
  issue: '3'
  doi: 10.1198/106186006X133933
  start: '651'
  end: '674'
repository: https://r-forge.r-universe.dev
commit: a81e5a70ef70edff26d3b04da2fb551c0cce78f7
url: http://party.R-forge.R-project.org
date-released: '2024-08-17'
contact:
- family-names: Hothorn
  given-names: Torsten
  email: Torsten.Hothorn@R-project.org
  orcid: https://orcid.org/0000-0001-8301-0471
references:
- type: article
  title: Model-Based Recursive Partitioning
  authors:
  - family-names: Zeileis
    given-names: Achim
    email: Achim.Zeileis@R-project.org
    orcid: https://orcid.org/0000-0003-0918-3766
  - family-names: Hothorn
    given-names: Torsten
    email: Torsten.Hothorn@R-project.org
    orcid: https://orcid.org/0000-0001-8301-0471
  - family-names: Hornik
    given-names: Kurt
    email: Kurt.Hornik@R-project.org
    orcid: https://orcid.org/0000-0003-4198-9911
  journal: Journal of Computational and Graphical Statistics
  year: '2008'
  volume: '17'
  issue: '2'
  doi: 10.1198/106186008X319331
  start: '492'
  end: '514'
- type: article
  title: Survival Ensembles
  authors:
  - family-names: Hothorn
    given-names: Torsten
  - family-names: Buehlmann
    given-names: Peter
  - family-names: Dudoit
    given-names: Sandrine
  - family-names: Molinaro
    given-names: Annette
  - family-names: Van Der Laan
    given-names: Mark
  journal: Biostatistics
  year: '2006'
  volume: '7'
  issue: '3'
  doi: 10.1093/biostatistics/kxj011
  start: '355'
  end: '373'
- type: article
  title: 'Bias in Random Forest Variable Importance Measures: Illustrations, Sources
    and a Solution'
  authors:
  - family-names: Strobl
    given-names: Carolin
  - family-names: Boulesteix
    given-names: Anne-Laure
  - family-names: Zeileis
    given-names: Achim
  - family-names: Hothorn
    given-names: Torsten
  journal: BMC Bioinformatics
  year: '2007'
  volume: '8'
  issue: '25'
  doi: 10.1186/1471-2105-8-25
- type: article
  title: Conditional Variable Importance for Random Forests
  authors:
  - family-names: Strobl
    given-names: Carolin
  - family-names: Boulesteix
    given-names: Anne-Laure
  - family-names: Kneib
    given-names: Thomas
  - family-names: Augustin
    given-names: Thomas
  - family-names: Zeileis
    given-names: Achim
  journal: BMC Bioinformatics
  year: '2008'
  volume: '9'
  issue: '307'
  doi: 10.1186/1471-2105-9-307