Jean Pauphilet

msPCA: An R Package for Sparse PCA with Multiple Components

Ryan Cory-Wright, Jean Pauphilet

We present msPCA: an open-source R package for sparse principal component analysis with multiple components. It implements an alternating maximization algorithm to generate a set of sparse loading vectors that collectively explain a large fraction of the variance in a dataset, wh…Read more