# --------------------------------------------
# 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 "projpred" in publications use:'
type: software
license: GPL-3.0-only
title: 'projpred: Projection Predictive Feature Selection'
version: 2.8.0.9000
identifiers:
- type: doi
  value: 10.32614/CRAN.package.projpred
- type: url
  value: https://discourse.mc-stan.org
abstract: Performs projection predictive feature selection for generalized linear
  models (Piironen, Paasiniemi, and Vehtari, 2020, <https://doi.org/10.1214/20-EJS1711>)
  with or without multilevel or additive terms (Catalina, Bürkner, and Vehtari, 2022,
  <https://proceedings.mlr.press/v151/catalina22a.html>), for some ordinal and nominal
  regression models (Weber, Glass, and Vehtari, 2023, <arXiv:2301.01660>), and for
  many other regression models (using the latent projection by Catalina, Bürkner,
  and Vehtari, 2021, <arXiv:2109.04702>, which can also be applied to most of the
  former models). The package is compatible with the 'rstanarm' and 'brms' packages,
  but other reference models can also be used. See the vignettes and the documentation
  for more information and examples.
authors:
- family-names: Piironen
  given-names: Juho
  email: juho.t.piironen@gmail.com
- family-names: Paasiniemi
  given-names: Markus
- family-names: Catalina
  given-names: Alejandro
  email: alecatfel@gmail.com
- family-names: Weber
  given-names: Frank
  email: fweber144@protonmail.com
- family-names: Vehtari
  given-names: Aki
preferred-citation:
  type: generic
  title: 'projpred: Projection Predictive Feature Selection'
  authors:
  - family-names: Piironen
    given-names: Juho
    email: juho.t.piironen@gmail.com
  - family-names: Paasiniemi
    given-names: Markus
  - family-names: Catalina
    given-names: Alejandro
    email: alecatfel@gmail.com
  - family-names: Weber
    given-names: Frank
    email: fweber144@protonmail.com
  - family-names: Vehtari
    given-names: Aki
  year: '2023'
  notes: R package version 2.8.0.9000
  url: https://mc-stan.org/projpred/
repository: https://stan-dev.r-universe.dev
repository-code: https://github.com/stan-dev/projpred/issues/
commit: 69478f8c6b217660bddb272bc4d80431ea7c11b2
url: https://mc-stan.org/projpred/
date-released: '2023-12-15'
contact:
- family-names: Weber
  given-names: Frank
  email: fweber144@protonmail.com
references:
- type: article
  title: Comparison of Bayesian Predictive Methods for Model Selection
  authors:
  - family-names: Piironen
    given-names: Juho
  - family-names: Vehtari
    given-names: Aki
  year: '2017'
  journal: Statistics and Computing
  volume: '27'
  issue: '3'
  doi: 10.1007/s11222-016-9649-y
  start: '711'
  end: '735'
- type: article
  title: 'Projective Inference in High-Dimensional Problems: Prediction and Feature
    Selection'
  authors:
  - family-names: Piironen
    given-names: Juho
  - family-names: Paasiniemi
    given-names: Markus
  - family-names: Vehtari
    given-names: Aki
  year: '2020'
  journal: Electronic Journal of Statistics
  volume: '14'
  issue: '1'
  doi: 10.1214/20-EJS1711
  start: '2155'
  end: '2197'
- type: conference-paper
  title: Projection Predictive Inference for Generalized Linear and Additive Multilevel
    Models
  authors:
  - family-names: Catalina
    given-names: Alejandro
  - family-names: Bürkner
    given-names: Paul-Christian
  - family-names: Vehtari
    given-names: Aki
  collection-title: Proceedings of The 25th International Conference on Artificial
    Intelligence and Statistics
  collection-type: proceedings
  editors:
  - family-names: Camps-Valls
    given-names: Gustau
  - family-names: Ruiz
    given-names: Francisco J. R.
  - family-names: Valera
    given-names: Isabel
  year: '2022'
  volume: '151'
  publisher:
    name: PMLR
  url: https://proceedings.mlr.press/v151/catalina22a.html
  start: '4446'
  end: '4461'
  conference:
    name: Proceedings of The 25th International Conference on Artificial Intelligence
      and Statistics
- type: article
  title: Projection Predictive Variable Selection for Discrete Response Families with
    Finite Support
  authors:
  - family-names: Weber
    given-names: Frank
  - family-names: Glass
    given-names: Änne
  - family-names: Vehtari
    given-names: Aki
  year: '2024'
  journal: Computational Statistics
  doi: 10.1007/s00180-024-01506-0
- type: generic
  title: Latent Space Projection Predictive Inference
  authors:
  - family-names: Catalina
    given-names: Alejandro
  - family-names: Bürkner
    given-names: Paul
  - family-names: Vehtari
    given-names: Aki
  year: '2021'
  publisher:
    name: arXiv
  doi: 10.48550/arXiv.2109.04702