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Author:

Kenney, Ana

Title:

Mixed Integer Programming, Whitening, and Functional Data Analysis: Improving Feature Selection in “Omics” Research

Graduate Program:

Statistics (PHD)

Keywords:

Functional Data Analysis
Mixed Integer Programming
Second Order Conic Programming
Whitening
Statistical Genomics
Robust Regression
Oracle Properties
Feature Screening
Differential Privacy
Human Microbiome
Feature Selection

File:

Download Dissertation_AKenney_Revised.pdf

Committee Members:

Kateryna Makova, Outside Unit & Field Member
Matthew Reimherr, Co-Chair & Dissertation Advisor
Francesca Chiaromonte, Chair & Dissertation Advisor
Ethan Fang, Major Field Member
Ephraim Hanks, Professor in Charge/Director of Graduate Studies