Learn R Programming
⚠️There's a newer version (0.5) of this package.Take me there.

regRSM (version 0.4)

Random Subspace Method (RSM) for linear regression.

Description

Performs Random Subspace Method (RSM) for high-dimensional linear regression to obtain variable importance measures. The final model is chosen based on validation set or Generalized Information Criterion.

Copy Link

Version

Install

install.packages('regRSM')

Monthly Downloads

110

Version

0.4

License

LGPL-2 | LGPL-3 | GPL-2 | GPL-3

Maintainer

Pawel Teisseyre

Last Published

April 18th, 2014

Functions in regRSM (0.4)

ImpPlot.regRSM

Variable importance plot from 'regRSM' object.
regRSM

Random Subspace Method (RSM) for linear regression.
predict.regRSM

Predictions from a 'regRSM' object.
plot.regRSM

Plot from 'regRSM' object.