The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.


Variable selection with Sliced Inverse Regression (SIR) thresholded

R-CMD-check CRAN CRAN Downloads

Description

This package offers an implementation of the SIR (Sliced Inverse Regression) method, along with a thresholded version of SIR that allows variable selection. Fore more information, you can check the vignette of the package on that link, and explore the code on the GitHub repository.

A paper is currently being written.

Install

From CRAN

install.packages("SIRthresholded")

From GitHub

To install the current development version from GitHub:

# install.packages("devtools")
devtools::install_github("clement-w/sirthresholded", build_vignettes = TRUE)

It is also possible to clone the repository, and install it manually (note: pandoc is required to build the vignette):

git clone git@github.com:Clement-W/SIRthresholded.git
cd SIRthresholded
R
# install.packages("devtools")
devtools::install(build_vignettes = TRUE)
library(SIRthresholded)

Access the vignette

Once that package is installed, you can access the vignette with

vignette("SIRthresholded")

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.