Nonparametric Variable Selection, Clustering and Prediction for High-Dimensional Regression

Subharup Guha, Veerabhadran Baladandayuthapani

The development of parsimonious models for reliable inference and prediction of responses in high-dimensional regression settings is often challenging due to relatively small sampl…