knockoff

The Knockoff Filter for Controlled Variable Selection

v0.3.6 · Aug 15, 2022 · GPL-3

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.

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CRAN Check Status

14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	121.3s
r-devel-linux-x86_64-debian-gcc	NOTE	93.5s
r-devel-linux-x86_64-fedora-clang	NOTE	194.6s
r-devel-linux-x86_64-fedora-gcc	NOTE	210s
r-devel-macos-arm64	NOTE	38s
r-devel-windows-x86_64	NOTE	196s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	105s
r-oldrel-windows-x86_64	NOTE	237s
r-patched-linux-x86_64	NOTE	124.5s
r-release-linux-x86_64	NOTE	119.8s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	146s
r-release-windows-x86_64	NOTE	186s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 30, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

ERROR 0 OK · 13 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

ERROR r-devel-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) knockoff.Rd:22-24: Lost braces in \itemize; meant \describe ?
checkRd: (-1) knockoff.Rd:25-27: Lost braces in \itemize; meant \describe ?

Reverse Dependencies (7)

imports

VIMPS clusterMI cpi hdcuremodels kko

suggests

SelectBoost.gamlss xplainfi

Dependency Network

Version History

new 0.3.6 Mar 10, 2026

updated 0.3.6 ← 0.3.5 diff Aug 14, 2022

updated 0.3.5 ← 0.3.3 diff Feb 1, 2022

updated 0.3.3 ← 0.3.2 diff Jun 5, 2020

updated 0.3.2 ← 0.3.0 diff May 30, 2020

updated 0.3.0 ← 0.2.1 diff Oct 17, 2017

updated 0.2.1 ← 0.2 diff Apr 14, 2015

updated 0.2 ← 0.1.1 diff Feb 4, 2015

updated 0.1.1 ← 0.1 diff Dec 19, 2014

new 0.1 Dec 5, 2014

Maintainer

Matteo Sesia

Dependencies

Depends

methods stats

Imports

Rdsdp Matrix corpcor glmnet RSpectra gtools utils

Suggests

knitr testthat rmarkdown lars ranger stabs RPtests doParallel parallel

Compilation

No compilation needed

First Published

Dec 5, 2014

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