Debashis Ghosh

Sufficient Dimension Reduction: An Information-Theoretic Viewpoint

2022 · Entropy

There has been a lot of interest in sufficient dimension reduction (SDR) methodologies, as well as nonlinear extensions in the statistics literature. The SDR methodology has previously been motivated by several considerations: (a) finding data-driven …