Other packages > Find by keyword >

multiridge  

Fast Cross-Validation for Multi-Penalty Ridge Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("multiridge", "1.11")



Attach the package and use:
library("multiridge")
Maintained by
Mark A. van de Wiel
[Scholar Profile | Author Map]
First Published: 2021-04-06
Latest Update: 2022-06-13
Description:
Multi-penalty linear, logistic and cox ridge regression, including estimation of the penalty parameters by efficient (repeated) cross-validation and marginal likelihood maximization. Multiple high-dimensional data types that require penalization are allowed, as well as unpenalized variables. Paired and preferential data types can be specified. See Van de Wiel et al. (2021), .
How to cite:
Mark A. van de Wiel (2021). multiridge: Fast Cross-Validation for Multi-Penalty Ridge Regression. R package version 1.11, https://cran.r-project.org/web/packages/multiridge. Accessed 04 Apr. 2025.
Previous versions and publish date:
1.5 (2021-04-06 09:50), 1.7 (2021-04-28 11:40), 1.9 (2021-06-15 09:40)
Other packages that cited multiridge R package
View multiridge citation profile
Other R packages that multiridge depends, imports, suggests or enhances
Complete documentation for multiridge
Functions, R codes and Examples using the multiridge R package
Some associated functions: CVfolds . CVscore . IWLSCoxridge . IWLSridge . Scoring . SigmaFromBlocks . augment . betasout . createXXblocks . createXblocks . dataXXmirmeth . doubleCV . fastCV2 . mgcv_lambda . mlikCV . multiridge-package . optLambdas . optLambdasWrap . optLambdas_mgcv . optLambdas_mgcvWrap . predictIWLS . setupParallel . 
Some associated R codes: MultiLambdaCVfun.R .  Full multiridge package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for multiridge02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
PakPMICS2014HH  
Multiple Indicator Cluster Survey (MICS) 2014 Household Questionnaire Data for Punjab, Pakistan
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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