Data Driven Sparse PLS 2 (ddsPLS2)

ddsPLS2 is a sparse PLS formulation based on soft-thresholding estimations of covariance matrices.

Installation

There is currently one way to install ddsPLS2

• From the under development repository from GitHub thanks to devtools

# install.packages("devtools")
devtools::install_github("hlorenzo/ddsPLS2", build_vignettes = TRUE)

Once that package is installed, you can access the vignette using that command.

vignette("ddsPLS2")

It is also possible to start a built in applet using

ddsPLS2_App()

and it should start an interactive interface which should look like

Thanks for using!