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Authors

  • Johan Larsson. Author, maintainer.

  • Jonas Wallin. Author.

  • Malgorzata Bogdan. Author.

  • Ewout van den Berg. Author.

  • Chiara Sabatti. Author.

  • Emmanuel Candes. Author.

  • Evan Patterson. Author.

  • Weijie Su. Author.

  • Jakub Kała. Author.

  • Krystyna Grzesiak. Author.

  • Michal Burdukiewicz. Author.

  • Jerome Friedman. Contributor.
    code adapted from 'glmnet'

  • Trevor Hastie. Contributor.
    code adapted from 'glmnet'

  • Rob Tibshirani. Contributor.
    code adapted from 'glmnet'

  • Balasubramanian Narasimhan. Contributor.
    code adapted from 'glmnet'

  • Noah Simon. Contributor.
    code adapted from 'glmnet'

  • Junyang Qian. Contributor.
    code adapted from 'glmnet'

  • Akarsh Goyal. Contributor.

Citation

Source: inst/CITATION

Larsson J, Wallin J, Bogdan M, van den Berg E, Sabatti C, Candes E, Patterson E, Su W, Kała J, Grzesiak K, Burdukiewicz M (2024). SLOPE: Sorted L1 Penalized Estimation. R package version 0.5.1, https://CRAN.R-project.org/package=SLOPE.

@Manual{,
  title = {{SLOPE}: Sorted L1 Penalized Estimation},
  author = {Johan Larsson and Jonas Wallin and Malgorzata Bogdan and Ewout {van den Berg} and Chiara Sabatti and Emmanuel Candes and Evan Patterson and Weijie Su and Jakub Kała and Krystyna Grzesiak and Michal Burdukiewicz},
  year = {2024},
  note = {R package version 0.5.1},
  url = {https://CRAN.R-project.org/package=SLOPE},
}

Bogdan M, van den Berg E, Sabatti C, Su W, Candès E (2015). “SLOPE – Adaptive Variable Selection via Convex Optimization.” The annals of applied statistics, 9(3), 1103–1140. ISSN 1932-6157, doi:10.1214/15-AOAS842.

@Article{,
  title = {{{SLOPE}} -- Adaptive Variable Selection via Convex Optimization},
  author = {Małgorzata Bogdan and Ewout {van den Berg} and Chiara Sabatti and Weijie Su and Emmanuel J. Candès},
  journal = {The annals of applied statistics},
  volume = {9},
  number = {3},
  pages = {1103--1140},
  year = {2015},
  doi = {10.1214/15-AOAS842},
  issn = {1932-6157},
}