robStepSplitReg: Robust Stepwise Split Regularized Regression

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.

Getting started

Package details

AuthorAnthony Christidis [aut, cre], Gabriela Cohen-Freue [aut]
MaintainerAnthony Christidis <anthony.christidis@stat.ubc.ca>
LicenseGPL (>= 2)
Version2.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("robStepSplitReg")

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robStepSplitReg documentation built on Aug. 21, 2025, 5:26 p.m.