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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 "SLOPE" in publications use:'
type: software
license: GPL-3.0-only
title: 'SLOPE: Sorted L1 Penalized Estimation'
version: 0.5.1
identifiers:
- type: doi
  value: 10.32614/CRAN.package.SLOPE
abstract: 'Efficient implementations for Sorted L-One Penalized Estimation (SLOPE):
  generalized linear models regularized with the sorted L1-norm (Bogdan et al. 2015).
  Supported models include ordinary least-squares regression, binomial regression,
  multinomial regression, and Poisson regression. Both dense and sparse predictor
  matrices are supported. In addition, the package features predictor screening rules
  that enable fast and efficient solutions to high-dimensional problems.'
authors:
- family-names: Larsson
  given-names: Johan
  email: johanlarsson@outlook.com
  orcid: https://orcid.org/0000-0002-4029-5945
- family-names: Wallin
  given-names: Jonas
  email: jonas.wallin@stat.lu.se
  orcid: https://orcid.org/0000-0003-0381-6593
- family-names: Bogdan
  given-names: Malgorzata
- family-names: Berg
  given-names: Ewout
  name-particle: van den
- family-names: Sabatti
  given-names: Chiara
- family-names: Candes
  given-names: Emmanuel
- family-names: Patterson
  given-names: Evan
- family-names: Su
  given-names: Weijie
- family-names: Kała
  given-names: Jakub
- family-names: Grzesiak
  given-names: Krystyna
- family-names: Burdukiewicz
  given-names: Michal
  orcid: https://orcid.org/0000-0001-8926-582X
preferred-citation:
  type: manual
  title: 'SLOPE: Sorted L1 Penalized Estimation'
  authors:
  - family-names: Larsson
    given-names: Johan
    email: johanlarsson@outlook.com
    orcid: https://orcid.org/0000-0002-4029-5945
  - family-names: Wallin
    given-names: Jonas
    email: jonas.wallin@stat.lu.se
    orcid: https://orcid.org/0000-0003-0381-6593
  - family-names: Bogdan
    given-names: Malgorzata
  - family-names: Berg
    given-names: Ewout
    name-particle: van den
  - family-names: Sabatti
    given-names: Chiara
  - family-names: Candes
    given-names: Emmanuel
  - family-names: Patterson
    given-names: Evan
  - family-names: Su
    given-names: Weijie
  - family-names: Kała
    given-names: Jakub
  - family-names: Grzesiak
    given-names: Krystyna
  - family-names: Burdukiewicz
    given-names: Michal
    orcid: https://orcid.org/0000-0001-8926-582X
  year: '2024'
  notes: R package version 0.5.1
  url: https://CRAN.R-project.org/package=SLOPE
repository: https://jolars.r-universe.dev
repository-code: https://github.com/jolars/SLOPE
commit: 0b39e479fadb996734306a19c8c6ad690ce167c2
url: https://jolars.github.io/SLOPE/
contact:
- family-names: Larsson
  given-names: Johan
  email: johanlarsson@outlook.com
  orcid: https://orcid.org/0000-0002-4029-5945
references:
- type: article
  title: SLOPE -- Adaptive Variable Selection via Convex Optimization
  authors:
  - family-names: Bogdan
    given-names: Małgorzata
  - family-names: Berg
    given-names: Ewout
    name-particle: van den
  - family-names: Sabatti
    given-names: Chiara
  - family-names: Su
    given-names: Weijie
  - family-names: Candès
    given-names: Emmanuel J.
  journal: The annals of applied statistics
  volume: '9'
  issue: '3'
  year: '2015'
  doi: 10.1214/15-AOAS842
  issn: 1932-6157
  start: '1103'
  end: '1140'