Other packages > Find by keyword >

kosel  

Variable Selection by Revisited Knockoffs Procedures
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("kosel", "0.0.1")



Attach the package and use:
library("kosel")
Maintained by
Clemence Karmann
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-18
Latest Update: 2019-07-18
Description:
Performs variable selection for many types of L1-regularised regressions using the revisited knockoffs procedure. This procedure uses a matrix of knockoffs of the covariates independent from the response variable Y. The idea is to determine if a covariate belongs to the model depending on whether it enters the model before or after its knockoff. The procedure suits for a wide range of regressions with various types of response variables. Regression models available are exported from the R packages 'glmnet' and 'ordinalNet'. Based on the paper linked to via the URL below: Gegout A., Gueudin A., Karmann C. (2019) .
How to cite:
Clemence Karmann (2019). kosel: Variable Selection by Revisited Knockoffs Procedures. R package version 0.0.1, https://cran.r-project.org/web/packages/kosel. Accessed 30 Jan. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited kosel R package
View kosel citation profile
Other R packages that kosel depends, imports, suggests or enhances
Complete documentation for kosel
Functions, R codes and Examples using the kosel R package
Some associated functions: ko.glm . ko.ordinal . ko.sel . 
Some associated R codes: cusum.R . ko.glm.R . ko.ordinal.R . ko.sel.R . rupt.detection.R .  Full kosel package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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