Sufficient Dimension Reduction: Methods and Applications with R (Methods and Applications with R)

Li, Bing · CRC Press · 2020-12-20

Sufficient dimension reduction was first introduced in the early 90's as a set of graphical and diagnostic tools for regression with many predictors. Over the past two decades or so it has developed into a powerful theory and technique for handling high-dimensional data.