1. THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA Open Access Author: Kim, Kion Title: THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA Graduate Program: Statistics Keywords: Functional Principal Component AnalysisRecent History Functional Linear ModelsLongitudinal Data AnalysisFunctional Linear ModelsFunctional Data AnalysisVarying Coefficient Models File: Download KionKim-Dissertation.pdf Committee Members: Damla Senturk, Dissertation Advisor/Co-AdvisorDamla Senturk, Committee Chair/Co-ChairRunze Li, Committee Chair/Co-ChairDavid Russell Hunter, Committee MemberLinda Marie Collins, Committee Member