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Author:

Artemiou, Andreas A

Title:

A probabilistic explanation of a natural phenomenon

Graduate Program:

Statistics

Keywords:

Random Covariance Matrix
Principal Components
Regression
Correlation
Eigenpairs
Orientationally Uniform Distribution
Dimension Reduction

File:

Download thesis_1.pdf

Committee Members:

Bing Li, Thesis Advisor/Co-Advisor
Bing Li, Thesis Advisor/Co-Advisor

Author:

Guo, Sijia

Title:

Predictive Analytics of Patient Hospital Adverse Events after Colorectal Surgery

Graduate Program:

Industrial Engineering

Keywords:

Regression
Readmission
Mortality
Length of Stay
Complication

File:

Download Sijia_Guo_Masters_Thesis.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Guodong Pang, Thesis Advisor/Co-Advisor
Venkataraman Shankar, Thesis Advisor/Co-Advisor

Author:

Artemiou, Andreas A

Title:

Topics on Supervised and Unsupervised Dimension Reduction

Graduate Program:

Statistics

Keywords:

Unitary invariance
Regression
Kernel principal components
Sufficient Dimension Reduction
Support Vector Machines

File:

Download Dissertation_doc.pdf

Committee Members:

Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Michael Akritas, Committee Member
Francesca Chiaromonte, Committee Member
Adam Smith, Committee Member

Author:

Wang, Tianhe

Title:

3D Human pose estimation on Taiji sequence

Graduate Program:

Electrical Engineering

Keywords:

Pose estimation
Neural Networks
Motion Capture
Regression

File:

Download Thesis_TianheWang.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member

Author:

You, Cheng

Title:

Air Quality and Health Effects: Systematic Investigation

Graduate Program:

Statistics

Keywords:

Time Series
Detrending
Smoothing
Spline
Kernel
Regression
Case Crossover
Short-term Change
Long-term Trend
Acute Effect
Chronic Effect
Air Quality
Environmental Epidemiology

File:

Download ChengYou-Dissertation.pdf

Committee Members:

Dennis K.J. Lin, Dissertation Advisor/Co-Advisor
Dennis K.J. Lin, Committee Chair/Co-Chair
Ephraim M. Hanks, Committee Member
Yanyuan Ma, Committee Member
Fuqing Zhang, Outside Member

Author:

Awan, Jordan

Title:

Optimizing Finite Sample Performance of Differential Privacy

Graduate Program:

Statistics

Keywords:

Statistical Disclosure Control
Statistical Disclosure Limitation
Empirical Risk Minimization
Regression

File:

Download ThesisMerge.pdf

Committee Members:

Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Aleksandra B Slavkovic, Committee Chair/Co-Chair
Matthew Logan Reimherr, Committee Member
Bharath Kumar Sriperumbudur, Committee Member
Daniel Kifer, Outside Member
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Ephraim Mont Hanks, Program Head/Chair

Author:

Mughal, Mehreen

Title:

Statistical frameworks for evaluating evolutionary hypotheses from genomic data

Graduate Program:

Bioinformatics and Genomics

Keywords:

Population genetics
Evolution
Anthropological genetics
Regression
Statistical learning

File:

Download Mughal_dissert.pdf

Committee Members:

Michael DeGiorgio, Dissertation Advisor/Co-Advisor
Stephen Wade Schaeffer, Committee Chair/Co-Chair
George H Perry, Committee Member
Jesse R Lasky, Committee Member
Francesca Chiaromonte, Outside Member
George H Perry, Program Head/Chair
Michael DeGiorgio, Committee Chair/Co-Chair
Stephen Wade Schaeffer, Dissertation Advisor/Co-Advisor

Author:

Lesko, Elizabeth

Title:

An Investigation of the Spontaneous Regression of Chemically-Induced Neoplastic Skin Lesions in Mice Lacking Autoimmune Regulator

Graduate Program:

Biomedical Sciences (MS)

Keywords:

Autoimmune Regulator
Non-melanoma skin cancer
Squamous Cell Carcinoma
Mouse model
Cancer
Regression
Chemical carcinogenesis

File:

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Committee Members:

Ryan Hobbs, Thesis Advisor/Co-Advisor
Amanda Marie Nelson, Committee Member
Ralph Keil, Program Head/Chair
Lisa M Shantz, Thesis Advisor/Co-Advisor
Christopher Charles Norbury, Committee Member

Author:

Chen, Peng

Title:

Confidence Regions for Response Surface Optima based on Parametric and Nonparametric Models

Graduate Program:

Industrial Engineering

Keywords:

Response Surface Methodology
Regression
Random Processes
Optimization
Statistical Inference

File:

Download Dissertation_Peng_Chen_08252020.pdf

Committee Members:

Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Eunhye Song, Committee Member
Bharath Kumar Sriperumbudur, Outside Member
Wen Shen, Outside Member
Steven James Landry, Program Head/Chair

Author:

Wright, Isaac

Title:

Machine Learning Methods for Regression and Classification with Functional Data

Graduate Program:

Statistics (PHD)

Keywords:

Functional Data
Boosting
Decision Trees
Classification
Regression
Machine Learning
Supervised Learning
Unsupervised Learning

File:

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Committee Members:

Ephraim Hanks, Professor in Charge/Director of Graduate Studies
Jia Li, Major Field Member
Matthew Reimherr, Chair & Dissertation Advisor
John Liechty, Outside Unit & Field Member
Francesca Chiaromonte, Major Field Member