1. Dimension reduction for functional data Open Access Author: Song, Jun Title: Dimension reduction for functional data Graduate Program: Statistics Keywords: dimension reductionrandom operatorsupervised machine learningunsupervised machine learningfunctional data analysishandwriting dataspeech recognition datadimension reductionrandom operatorsupervised machine learningunsupervised machine learningfunctional data analysishandwriting dataspeech recognition data File: Download Thesis_Jun.pdf Committee Members: Bing Li, Dissertation Advisor/Co-AdvisorBing Li, Committee Chair/Co-ChairNaomi S. Altman, Committee MemberRunze Li, Committee MemberChristopher Parker, Outside MemberMatthew Reimherr, Committee Member