Penalized regressions for variable selection model, single index model and an analysis of mass spectrometry data.

Abstract

Wan, Yubing, "Penalized regressions for variable selection model, single index model and an analysis of mass spectrometry data." (2014) The focus of this dissertation is to develop statistical methods, under the frame-