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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

Author:

Gosik, Kirk D

Title:

STATISTICAL MODELS FOR HIGH DIMENSIONAL SCREENING OF GENETIC AND EPIGENETIC EFFECTS

Graduate Program:

Biostatistics

Keywords:

variable-selection
gene-expression
eQTL
genetic-architecture
epigenetics

File:

Download Dissertation_KirkGosik.pdf

Committee Members:

Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Chinchilli, Committee Member
Lan Kong, Committee Member
James Broach, Outside Member