Overlapping Sliced Inverse Regression for Dimension Reduction

Ning Zhang, Zhou Yu, Qiang Wu

Sliced inverse regression (SIR) is a pioneer tool for supervised dimension reduction. It identifies the effective dimension reduction space, the subspace of significant factors wit…