The R package psvmSDR: A Unified Algorithm for Sufficient Dimension Reduction via Principal Machines

Jungmin Shin, Seung Jun Shin, Andreas Artemiou

Sufficient dimension reduction (SDR), which seeks a lower-dimensional subspace of the predictors containing regression or classification information has been popular in a machine l…