Other packages > Find by keyword >

knockoff  

The Knockoff Filter for Controlled Variable Selection
View on CRAN: Click here


Download and install knockoff package within the R console
Install from CRAN:
install.packages("knockoff")

Install from Github:
library("remotes")
install_github("cran/knockoff")

Install by package version:
library("remotes")
install_version("knockoff", "0.3.6")



Attach the package and use:
library("knockoff")
Maintained by
Matteo Sesia
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-12-06
Latest Update: 2022-08-15
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.
How to cite:
Matteo Sesia (2014). knockoff: The Knockoff Filter for Controlled Variable Selection. R package version 0.3.6, https://cran.r-project.org/web/packages/knockoff. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.1 (2014-12-20 17:48), 0.1 (2014-12-06 15:10), 0.2.1 (2015-04-15 21:41), 0.2 (2015-02-05 06:50), 0.3.0 (2017-10-18 00:49), 0.3.2 (2020-05-31 10:09), 0.3.3 (2020-06-06 07:00), 0.3.5 (2022-02-02 11:00)
Other packages that cited knockoff R package
View knockoff citation profile
Other R packages that knockoff depends, imports, suggests or enhances
Complete documentation for knockoff
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA