# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "aorsf" in publications use:' type: software license: MIT title: 'aorsf: Accelerated Oblique Random Forests' version: 0.1.5.9001 identifiers: - type: doi value: 10.32614/CRAN.package.aorsf - type: url value: https://docs.ropensci.org/aorsf/ abstract: Fit, interpret, and compute predictions with oblique random forests. Includes support for partial dependence, variable importance, passing customized functions for variable importance and identification of linear combinations of features. Methods for the oblique random survival forest are described in Jaeger et al., (2023) . authors: - family-names: Jaeger given-names: Byron email: bjaeger@wakehealth.edu orcid: https://orcid.org/0000-0001-7399-2299 preferred-citation: type: article title: 'aorsf: An R package for supervised learning using the oblique random survival forest' authors: - family-names: Jaeger given-names: Byron C. - family-names: Welden given-names: Sawyer - family-names: Lenoir given-names: Kristin - family-names: Pajewski given-names: Nicholas M. journal: Journal of Open Source Software year: '2022' volume: '7' issue: '77' url: https://doi.org/10.21105/joss.04705 start: '4705' repository: https://ropensci.r-universe.dev repository-code: https://github.com/ropensci/aorsf/issues/ commit: 6b13ee73e33cd055b142d145370ccbc71ca6ae93 url: https://github.com/ropensci/aorsf contact: - family-names: Jaeger given-names: Byron email: bjaeger@wakehealth.edu orcid: https://orcid.org/0000-0001-7399-2299 references: - type: article title: Accelerated and interpretable oblique random survival forests authors: - family-names: Jaeger given-names: Byron C. - family-names: Welden given-names: Sawyer - family-names: Lenoir given-names: Kristin - family-names: Speiser given-names: Jaime L. - family-names: Segar given-names: Matthew W. - family-names: Pandey given-names: Ambarish - family-names: Pajewski given-names: Nicholas M. journal: Journal of Computational and Graphical Statistics year: '2023' url: https://doi.org/10.1080/10618600.2023.2231048 - type: article title: Oblique Random Survival Forests authors: - family-names: Jaeger given-names: Byron C. - family-names: Long given-names: D. Leann - family-names: Long given-names: Dustin M. - family-names: Sims given-names: Mario - family-names: Szychowski given-names: Jeff M. - family-names: Min given-names: Yuan-I - family-names: Mcclure given-names: Leslie A. - family-names: Howard given-names: George - family-names: Simon given-names: Noah journal: Annals of Applied Statistics year: '2019' volume: '13' issue: '3' url: https://doi.org/10.1214/19-AOAS1261 start: '1847' end: '1883'