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robStepSplitReg
View on CRAN: Click
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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
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[Scholar Profile | Author Map]
All associated links for this package
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 21 Dec. 2024.
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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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