1. Functional Principal Component Analysis and Sparse Functional Regression Open Access Author: Petrovich, Justin Peter Title: Functional Principal Component Analysis and Sparse Functional Regression Graduate Program: Statistics Keywords: functional data analysissparse functional dataFPCAscalar-on-function regression File: Download JustinPetrovich-Dissertation.pdf Committee Members: Matthew Logan Reimherr, Dissertation Advisor/Co-AdvisorMatthew Logan Reimherr, Committee Chair/Co-ChairRunze Li, Committee MemberEphraim Mont Hanks, Committee MemberStephanie Trea Lanza, Outside MemberCarrie Daymont, Special Member