# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "randomForestSRC" in publications use:' type: software license: GPL-3.0-or-later title: 'randomForestSRC: Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC)' version: 3.3.1 identifiers: - type: doi value: 10.32614/CRAN.package.randomForestSRC - type: url value: https://ishwaran.org/ abstract: Fast OpenMP parallel computing of Breiman's random forests for univariate, multivariate, unsupervised, survival, competing risks, class imbalanced classification and quantile regression. New Mahalanobis splitting for correlated outcomes. Extreme random forests and randomized splitting. Suite of imputation methods for missing data. Fast random forests using subsampling. Confidence regions and standard errors for variable importance. New improved holdout importance. Case-specific importance. Minimal depth variable importance. Visualize trees on your Safari or Google Chrome browser. Anonymous random forests for data privacy. authors: - family-names: Kogalur given-names: Udaya B. email: ubk@kogalur.com - family-names: Ishwaran given-names: Hemant email: hemant.ishwaran@gmail.com preferred-citation: type: manual title: Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC) authors: - family-names: Ishwaran given-names: H. - family-names: Kogalur given-names: U.B. publisher: name: manual year: '2024' notes: R package version 3.3.1 url: https://cran.r-project.org/package=randomForestSRC repository: https://CRAN.R-project.org/package=randomForestSRC repository-code: https://github.com/kogalur/randomForestSRC/issues/ url: https://www.randomforestsrc.org/ date-released: '2024-07-25' contact: - family-names: Kogalur given-names: Udaya B. email: ubk@kogalur.com references: - type: article title: Random survival forests for R authors: - family-names: Ishwaran given-names: H. - family-names: Kogalur given-names: U.B. journal: R News year: '2007' volume: '7' issue: '2' month: '10' url: https://CRAN.R-project.org/doc/Rnews/ start: '25' end: '31' - type: article title: Random survival forests authors: - family-names: Ishwaran given-names: H. - family-names: Kogalur given-names: U.B. - family-names: Blackstone given-names: E.H. - family-names: Lauer given-names: M.S. journal: Ann. Appl. Statist. year: '2008' volume: '2' issue: '3' url: https://arXiv.org/abs/0811.1645v1 start: '841' end: '860'