knockoff: Knockoff Filter for Controlling the False Discovery Rate

The knockoff filter is a procedure for controlling the false discovery rate (FDR) when performing variable selection. For more information, see the website below and the accompanying paper.

AuthorRina Foygel Barber, Emmanuel Candes, Evan Patterson
Date of publication2015-04-15 21:41:03
MaintainerEvan Patterson <epatters@stanford.edu>
LicenseGPL-3
Version0.2.1
http://statweb.stanford.edu/~candes/Knockoffs

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Files in this package

knockoff
knockoff/inst
knockoff/inst/python
knockoff/inst/python/solve_sdp.py
knockoff/inst/doc
knockoff/inst/doc/sdp.Rmd
knockoff/inst/doc/intro.html
knockoff/inst/doc/hiv.R
knockoff/inst/doc/intro.R
knockoff/inst/doc/hiv.html
knockoff/inst/doc/sdp.R
knockoff/inst/doc/intro.Rmd
knockoff/inst/doc/hiv.Rmd
knockoff/inst/doc/sdp.html
knockoff/tests
knockoff/tests/testthat.R
knockoff/tests/testthat
knockoff/tests/testthat/test_util.R
knockoff/tests/testthat/test_create.R
knockoff/tests/testthat/MatlabServer.m
knockoff/tests/testthat/test_stats.R
knockoff/tests/testthat/test_filter.R
knockoff/tests/testthat/matlab_compat.R
knockoff/tests/testthat/InputStreamByteWrapper.class
knockoff/NAMESPACE
knockoff/NEWS
knockoff/R
knockoff/R/create.R knockoff/R/stats_lasso.R knockoff/R/stats_fs.R knockoff/R/util.R knockoff/R/knockoff.R
knockoff/vignettes
knockoff/vignettes/sdp.Rmd
knockoff/vignettes/intro.Rmd
knockoff/vignettes/hiv.Rmd
knockoff/vignettes/references.bib
knockoff/MD5
knockoff/build
knockoff/build/vignette.rds
knockoff/DESCRIPTION
knockoff/man
knockoff/man/knockoff.create.Rd knockoff/man/knockoff.filter.Rd knockoff/man/knockoff.stat.fs.Rd knockoff/man/knockoff.Rd knockoff/man/knockoff.threshold.Rd knockoff/man/fs.Rd knockoff/man/lasso_max_lambda.Rd knockoff/man/knockoff.stat.lasso.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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