Other packages > Find by keyword >

SplitReg  

Split Regularized Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SplitReg", "1.0.3")



Attach the package and use:
library("SplitReg")
Maintained by
Anthony Christidis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-26
Latest Update: 2025-03-30
Description:
Functions for computing split regularized estimators defined in Christidis, Lakshmanan, Smucler and Zamar (2019) <doi:10.48550/arXiv.1712.03561>. The approach fits linear regression models that split the set of covariates into groups. The optimal split of the variables into groups and the regularized estimation of the regression coefficients are performed by minimizingan objective function that encourages sparsity within each group and diversity among them. The estimated coefficients are then pooled together to form the final fit.
How to cite:
Anthony Christidis (2019). SplitReg: Split Regularized Regression. R package version 1.0.3, https://cran.r-project.org/web/packages/SplitReg. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:26), 1.0.0 (2019-04-26 11:20), 1.0.1 (2020-01-17 00:50), 1.0.2 (2020-02-05 19:50)
Other packages that cited SplitReg R package
View SplitReg citation profile
Other R packages that SplitReg depends, imports, suggests or enhances
Complete documentation for SplitReg
Functions, R codes and Examples using the SplitReg R package
Some associated functions: coef.cv.SplitReg . cv.SplitReg . predict.cv.SplitReg . 
Some associated R codes: RcppExports.R . SplitReg_R.R . methods.R .  Full SplitReg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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