Data Driven Sparse PLS (ddsPLS)

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

Installation

• From the under development repository from GitHub thanks to devtools

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

Once that package is installed, you can access the vignette("start_ddsPLS") using that command.

vignette("ddsPLS")

The application

It is also possible to use the developped applet using

ddsPLS_App()

and it should start an interactive interface which should look like

Thanks for using!