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Author:

Kim, Kion

Title:

THE RECENT HISTORY FUNCTIONAL LINEAR MODEL AND ITS EXTENSION TO SPARSE LONGITUDINAL DATA

Graduate Program:

Statistics

Keywords:

Functional Principal Component Analysis
Recent History Functional Linear Models
Longitudinal Data Analysis
Functional Linear Models
Functional Data Analysis
Varying Coefficient Models

File:

Download KionKim-Dissertation.pdf

Committee Members:

Damla Senturk, Dissertation Advisor/Co-Advisor
Damla Senturk, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Linda Marie Collins, Committee Member

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 Analysis
Hilbert space- valued random elements
Karhunen-Loeve expansion
Rank Correlation
Rank Transformation.

File:

Download EftychiaSolea-PhDDissertation.pdf

Committee Members:

Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Aleksandra Slavkovic, Committee Member
Michael Akritas, Committee Member
Rongling Wu, Outside Member