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 28 Aug. 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

NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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