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robStepSplitReg  

Robust Stepwise Split Regularized Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("robStepSplitReg", "1.1.0")



Attach the package and use:
library("robStepSplitReg")
Maintained by
Anthony Christidis
[Scholar Profile | Author Map]
First Published: 2023-05-08
Latest Update: 2023-06-29
Description:
Functions to perform robust stepwise split regularized regression. The approach first uses a robust stepwise algorithm to split the variables into the models of an ensemble. An adaptive robust regularized estimator is then applied to each subset of predictors in the models of an ensemble.
How to cite:
Anthony Christidis (2023). robStepSplitReg: Robust Stepwise Split Regularized Regression. R package version 1.1.0, https://cran.r-project.org/web/packages/robStepSplitReg. Accessed 26 Mar. 2025.
Previous versions and publish date:
1.0.0 (2023-05-08 12:00), 1.0.1 (2023-06-06 06:20), 1.0.2 (2023-06-26 13:00)
Other packages that cited robStepSplitReg R package
View robStepSplitReg citation profile
Other R packages that robStepSplitReg depends, imports, suggests or enhances
Complete documentation for robStepSplitReg
Functions, R codes and Examples using the robStepSplitReg R package
Some associated functions: coef.robStepSplitReg . predict.robStepSplitReg . robStepSplitReg . 
Some associated R codes: Coefficients.R . DataCheck.R . Predictions.R . RcppExports.R . robStepSplitReg.R .  Full robStepSplitReg package functions and examples
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