1. Nonparametric graphical models for functional data Open Access Author: Solea, Eftychia Title: Nonparametric graphical models for functional data Graduate Program: Statistics Keywords: Additive conditional independence; additive correlation operator; additive precision operator; EEG; fMRI; gaussian graphical model; reproducing kernel Hilbert space.Functional Principal Component AnalysisHilbert space- valued random elementsKarhunen-Loeve expansionRank CorrelationRank Transformation. File: Download EftychiaSolea-PhDDissertation.pdf Committee Members: Bing Li, Dissertation Advisor/Co-AdvisorBing Li, Committee Chair/Co-ChairAleksandra Slavkovic, Committee MemberMichael Akritas, Committee MemberRongling Wu, Outside Member