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# CITATION file created with {cffr} R package
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cff-version: 1.2.0
message: 'To cite package "SelectBoost.beta" in publications use:'
type: software
license: GPL-3.0-only
title: 'SelectBoost.beta: Stability-Selection via Correlated Resampling for Beta-Regression
  Models'
version: 0.4.5
doi: 10.32614/CRAN.package.SelectBoost.beta
identifiers:
- type: doi
  value: 10.32614/CRAN.package.SelectBoost.beta
abstract: Adds variable-selection functions for Beta regression models (both mean
  and phi submodels) so they can be used within the 'SelectBoost' algorithm. Includes
  stepwise AIC, BIC, and corrected AIC on betareg() fits, 'gamlss'-based LASSO/Elastic-Net,
  a pure 'glmnet' iterative re-weighted least squares-based selector with an optional
  standardization speedup, and 'C++' helpers for iterative re-weighted least squares
  working steps and precision updates. Also provides a fastboost_interval() variant
  for interval responses, comparison helpers, and a flexible simulator simulation_DATA.beta()
  for interval-valued data. For more details see Bertrand and Maumy (2023) <https://doi.org/10.7490/f1000research.1119552.1>,
  <https://hal.science/hal-05352047>, and <https://hal.science/hal-05352056>.
authors:
- family-names: Bertrand
  given-names: Frederic
  email: frederic.bertrand@lecnam.net
  orcid: https://orcid.org/0000-0002-0837-8281
preferred-citation:
  type: manual
  title: Stability-Selection via Correlated Resampling for Beta-Regression Models
  authors:
  - family-names: Bertrand
    given-names: Frederic
    email: frederic.bertrand@lecnam.net
    orcid: https://orcid.org/0000-0002-0837-8281
  year: '2025'
  notes: R package version 0.4.5
  url: https://CRAN.R-project.org/package=SelectBoost.beta
  doi: 10.32614/CRAN.package.SelectBoost.beta
repository: https://fbertran.r-universe.dev
repository-code: https://github.com/fbertran/SelectBoost.beta
commit: d997cd19c6c0bdd1bd88b2816a4dffb9b0a00560
url: https://fbertran.github.io/SelectBoost.beta/
date-released: '2025-11-04'
contact:
- family-names: Bertrand
  given-names: Frederic
  email: frederic.bertrand@lecnam.net
  orcid: https://orcid.org/0000-0002-0837-8281
references:
- type: conference-paper
  title: Improving variable selection in Beta regression models using correlated resampling
  authors:
  - family-names: Bertrand
    given-names: Frédéric
  - family-names: Maumy
    given-names: Myriam
  year: '2023'
  collection-title: Joint Statistical Meetings 2023
  collection-type: proceedings
  conference:
    name: Joint Statistical Meetings 2023
    address: Toronto, Canada
- type: conference-paper
  title: 'SelectBoost4Beta: Improving variable selection in Beta regression models'
  authors:
  - family-names: Bertrand
    given-names: Frédéric
  - family-names: Maumy
    given-names: Myriam
  year: '2023'
  collection-title: BioC2023
  collection-type: proceedings
  conference:
    name: BioC2023
    address: Boston, MA, USA