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Author:

Bagyan, Armine

Title:

Central Limit Theorems for Randomly Modulated Sequences of Random Vectors with Resampling and Applications to Statistics

Graduate Program:

Statistics

Keywords:

limit theorems
random modulation
ergodic stationary sequences
sequences of vectors
resampling

File:

Download Dissertation_ArmineBagyan.pdf

Committee Members:

Arkady Tempelman, Dissertation Advisor/Co-Advisor
Bing Li, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Committee Member
Alexei Novikov, Special Member

Author:

Liu, Yang

Title:

Approaches to reduce and integrate data in structured and high-dimensional regression problems in Genomics

Graduate Program:

Statistics

Keywords:

Data integration
Genomics
Ordinary least squares
Structured data
Sufficient dimension reduction
Variable selection

File:

Download YangLiu-Dissertation_081615.pdf

Committee Members:

Francesca Chiaromonte, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Committee Chair/Co-Chair
Bing Li, Committee Member
Runze Li, Committee Member
Yu Zhang, Committee Member
Mary Poss, Committee Member

Author:

Shen, Weijie

Title:

Dimensional Analysis in Statistics: Theories, Methodologies and Applications

Graduate Program:

Statistics

Keywords:

Dimensional analysis
Empirical model
Physical system
Quantitative analysis
Scale invariant
Similarity
Statistics

File:

Download mythesis.pdf

Committee Members:

Dennis Kon Jin Lin, Dissertation Advisor/Co-Advisor
Dennis Kon Jin Lin, Committee Chair/Co-Chair
James Landis Rosenberger, Committee Member
Bing Li, Committee Member
M Jeya Chandra, Special Member

Author:

Xu, Zhuying

Title:

Locally Stationary Quantile Regression For Inflation and Interest Rates

Graduate Program:

Statistics

Keywords:

Locally stationary model; Nonparametric estimation; Quantile reg

File:

Download zhuying-Dissertation__1_.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Bing Li, Committee Member
Fuqing Zhang, Committee Member