README.md

In hlorenzo/ddsPLS: Data-Driven Sparse Partial Least Squares

Data Driven Sparse PLS(ddsPLS)

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

Installation

There is currently one way to install ddsPLS

• From the under development repository from GitHub thanks to devtools

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

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

r vignette("ddsPLS")

It is also possible to start a built in applet using

r ddsPLS_App()

and it should start an interactive interface which should look like

Thanks for using!

hlorenzo/ddsPLS documentation built on June 10, 2025, 1 p.m.