# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "mboost" in publications use:'
type: software
license: GPL-2.0-only
title: 'mboost: Model-Based Boosting'
version: 2.9-11
identifiers:
- type: doi
  value: 10.32614/CRAN.package.mboost
abstract: Functional gradient descent algorithm (boosting) for optimizing general
  risk functions utilizing component-wise (penalised) least squares estimates or regression
  trees as base-learners for fitting generalized linear, additive and interaction
  models to potentially high-dimensional data. Models and algorithms are described
  in <https://doi.org/10.1214/07-STS242>, a hands-on tutorial is available from <https://doi.org/10.1007/s00180-012-0382-5>.
  The package allows user-specified loss functions and base-learners.
authors:
- family-names: Hothorn
  given-names: Torsten
  email: Torsten.Hothorn@R-project.org
  orcid: https://orcid.org/0000-0001-8301-0471
- family-names: Buehlmann
  given-names: Peter
  orcid: https://orcid.org/0000-0002-1782-6015
- family-names: Kneib
  given-names: Thomas
  orcid: https://orcid.org/0000-0003-3390-0972
- family-names: Schmid
  given-names: Matthias
  orcid: https://orcid.org/0000-0002-0788-0317
- family-names: Hofner
  given-names: Benjamin
  orcid: https://orcid.org/0000-0003-2810-3186
preferred-citation:
  type: article
  title: 'Model-based Boosting in R: A Hands-on Tutorial Using the R Package mboost'
  authors:
  - family-names: Hofner
    given-names: Benjamin
    orcid: https://orcid.org/0000-0003-2810-3186
  - family-names: Mayr
    given-names: Andreas
  - family-names: Robinzonov
    given-names: Nikolay
  - family-names: Schmid
    given-names: Matthias
    orcid: https://orcid.org/0000-0002-0788-0317
  journal: Computational Statistics
  year: '2014'
  volume: '29'
  start: '3'
  end: '35'
repository: https://CRAN.R-project.org/package=mboost
repository-code: https://github.com/boost-R/mboost
url: https://github.com/boost-R/mboost
date-released: '2024-08-19'
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 Boosting 2.0
  authors:
  - family-names: Hothorn
    given-names: Torsten
  - family-names: Buehlmann
    given-names: Peter
  - family-names: Kneib
    given-names: Thomas
  - family-names: Schmid
    given-names: Matthias
  - family-names: Hofner
    given-names: Benjamin
  journal: Journal of Machine Learning Research
  year: '2010'
  volume: '11'
  start: '2109'
  end: '2113'
- type: article
  title: 'Boosting Algorithms: Regularization, Prediction and Model Fitting (with
    Discussion)'
  authors:
  - family-names: Buehlmann
    given-names: Peter
  - family-names: Hothorn
    given-names: Torsten
  journal: Statistical Science
  year: '2007'
  volume: '22'
  issue: '4'
  start: '477'
  end: '505'
- type: article
  title: 'Controlling false discoveries in high-dimensional situations: Boosting with
    stability selection'
  authors:
  - family-names: Hofner
    given-names: Benjamin
  - family-names: Boccuto
    given-names: Luigi
  - family-names: Goeker
    given-names: Markus
  journal: BMC Bioinformatics
  year: '2015'
  volume: '16'
  issue: '144'