Package: knockoff
Type: Package
Title: The Knockoff Filter for Controlled Variable Selection
Version: 0.3.6
Date: 2022-08-12
Authors@R: c(person("Rina", "Foygel Barber", role = c("ctb"),
                     comment="Development of the original Fixed-X Knockoffs"),
             person("Emmanuel", "Candes", role = c("ctb"),
                    comment="Development of Model-X Knockoffs and original Fixed-X Knockoffs"),
             person("Lucas", "Janson", role = c("ctb"),
                    comment="Development of Model-X Knockoffs"),
             person("Evan", "Patterson", role = c("aut"),
                    comment="Earlier R package for the original Fixed-X Knockoffs"),
             person("Matteo", "Sesia", role = c("aut","cre"),
                    comment="R package for Model-X Knockoffs", email="sesia@marshall.usc.edu"))
Description: The knockoff filter is a general procedure for controlling the false discovery rate (FDR)
  when performing variable selection. 
  For more information, see the website below and the accompanying paper: Candes et al., 
  "Panning for gold: model-X knockoffs for high-dimensional controlled variable selection", 
  J. R. Statist. Soc. B (2018) 80, 3, pp. 551-577.
License: GPL-3
URL: https://web.stanford.edu/group/candes/knockoffs/index.html
Depends: methods, stats
Imports: Rdsdp, Matrix, corpcor, glmnet, RSpectra, gtools, utils
Suggests: knitr, testthat, rmarkdown, lars, ranger, stabs, RPtests,
        doParallel, parallel
RoxygenNote: 7.1.2
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2022-08-12 18:43:32 UTC; msesia
Author: Rina Foygel Barber [ctb] (Development of the original Fixed-X
    Knockoffs),
  Emmanuel Candes [ctb] (Development of Model-X Knockoffs and original
    Fixed-X Knockoffs),
  Lucas Janson [ctb] (Development of Model-X Knockoffs),
  Evan Patterson [aut] (Earlier R package for the original Fixed-X
    Knockoffs),
  Matteo Sesia [aut, cre] (R package for Model-X Knockoffs)
Maintainer: Matteo Sesia <sesia@marshall.usc.edu>
Repository: CRAN
Date/Publication: 2022-08-15 07:30:08 UTC
Built: R 4.6.0; ; 2026-04-28 00:57:23 UTC; unix
