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Author:

Khoury, Nicole Leighanne

Title:

Investigating Community Annoyance from Impulsive Noise Using Geostatistical Methods

Graduate Program:

Statistics

Keywords:

Spatial Modeling
Noise
NASA
Geostatistics

File:

Download Khoury_Masters_Thesis.pdf

Committee Members:

James Landis Rosenberger, Thesis Advisor/Co-Advisor
Aleksandra B Slavkovic, Thesis Advisor/Co-Advisor

Author:

Kim, Seonjin

Title:

Three essays on nonparametric inference for longitudinal data and time series data.

Graduate Program:

Statistics

Keywords:

Locally stationary process
Longitudinal data
Measurement errors
Nonparametric inference
Quantile regression
Time series

File:

Download YourName-Dissertation.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Zhibiao Zhao, Committee Chair/Co-Chair
Runze Li, Committee Member
Donald Richards, Committee Member
Fuqing Zhang, Committee Member
Jingzhi Huang, Special Member

Author:

Zhu, Yeying

Title:

Data-adaptive Approaches to Modeling Propensity Scores in Causal Inference Problems

Graduate Program:

Statistics

Keywords:

causal inference
data-adaptive
data mining
observational studies
propensity scores

File:

Download Yeying-Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Aleksandra B Slavkovic, Committee Member
Runze Li, Committee Member
Donna Coffman, Committee Member

Author:

Fang, Qi

Title:

Potential Energy Distance based Image Retrieval

Graduate Program:

Statistics

Keywords:

Image Retrieval
Potential Energy Distance

File:

Download Potential_Energy_Distance_based_Image_Retrieval.pdf

Committee Members:

Jia Li, Thesis Advisor/Co-Advisor
Le Bao, Thesis Advisor/Co-Advisor
David Russell Hunter, Thesis Advisor/Co-Advisor

Author:

Woo, Yong

Title:

Optimization and Statistical Estimation for the Post Randomization Method

Graduate Program:

Statistics

Keywords:

Post Randomization Method
Statistical Disclosure Control
EM Algorithm
Generalized Linear Models
Constrained Optimization

File:

Download jwoo_dissertation_final.pdf

Committee Members:

Aleksandra B Slavkovic, Dissertation Advisor/Co-Advisor
Donald Richards, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Member
Stephanie Trea Lanza, Committee Member

Author:

Altinisik, Yasin

Title:

Intrablock, Interblock and Combined Estimates in Incomplete Block Designs: A Numerical Study

Graduate Program:

Statistics

Keywords:

Balanced Incomplete Block Designs
Intrablock Estimates
Interblock Estimates
Combined Estimates
Precision Increase

File:

Download Yasin_Altinisik_Master_Thesis.pdf

Committee Members:

James Landis Rosenberger, Thesis Advisor/Co-Advisor

Author:

Samuel, Gilna K

Title:

A Probabilistic Analysis of Autocallable Optimization Securities

Graduate Program:

Statistics

Keywords:

Reverse Convertible Note
Autocallable Optimization Securities
Law of Total Expectation
Expected Net Payment
Fiduciary Duty

File:

Download mythesis.pdf

Committee Members:

Donald Richards, Thesis Advisor/Co-Advisor

Author:

Davanloo Tajbakhsh, Sam

Title:

A Fully Bayesian Approach to the Efficient Global Optimization Algorithm

Graduate Program:

Statistics

Keywords:

Global optimization
geostatistics
hierarchical model
expected improvement

File:

Download MSThesis.pdf

Committee Members:

James Landis Rosenberger, Thesis Advisor/Co-Advisor

Author:

Nunes, Marcus Alexandre

Title:

Analysis of RNA-Seq Data with Excess of Zeros

Graduate Program:

Statistics

Keywords:

generalized linear models
RNA-Seq
design of experiments
optimal

File:

Download marcus_nunes_thesis.pdf

Committee Members:

James Landis Rosenberger, Dissertation Advisor/Co-Advisor
Yu Zhang, Committee Chair/Co-Chair
Qunhua Li, Committee Member
John Edward Carlson, Special Member

Author:

Li, Xiaoye

Title:

Three Essays on Non-stationary Time Series

Graduate Program:

Statistics

Keywords:

Modulated Stationary
Self Normalization
Change-point Test
Long-run Variance
Autocovariance
Time-varying exogenous AR model
Sieve-wild Bootstrap

File:

Download phdsample2_copy.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Fuqing Zhang, Committee Member
Jingzhi Huang, Special Member