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Author:

Lou, Lejia

Title:

Thresholded partial correlation approach for variable selection in linear models and partially linear models

Graduate Program:

Statistics

Keywords:

Variable Selection
Linear Model
Partially Linear Model
Nonparametric Regression

File:

Download LejiaLou-dissertation.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Bing Li, Committee Member
Rongling Wu, Committee Member

Author:

Wang, Wei

Title:

Performance criteria for control charts

Graduate Program:

Statistics

Keywords:

Average Run Length
Continuous Ranked Probability Score
Functional data
Goodness-of-fit
Paired Comparison.

File:

Download WeiWang-Dissertation.pdf

Committee Members:

Dennis Kon Jin Lin, Dissertation Advisor/Co-Advisor
Dennis Kon Jin Lin, Committee Chair/Co-Chair
Le Bao, Committee Member
Murali Haran, Committee Member
Russell Richard Barton, Special Member

Author:

Li, Yihan

Title:

Methods in Multiple Testing and Meta-analysis with Applications to the Analysis of Genomic Data

Graduate Program:

Statistics

Keywords:

Multiple testing; Meta-analysis; Genomic data analysis; Microarr

File:

Download Yihan_LI_-_Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Le Bao, Committee Member
Qunhua Li, Committee Member
Robert Paulson, Committee Member

Author:

Austin, Stefanie Rose

Title:

Multiple Hypothesis Testing of Discrete Data

Graduate Program:

Statistics

Keywords:

statistics
hypothesis testing
multiple testing
false discovery rate
FDR
discrete
benjamini and hochberg
null hypotheses

File:

Download Austin_Stefanie_Master_Thesis_final.pdf

Committee Members:

Naomi S Altman, Thesis Advisor/Co-Advisor

Author:

Solea, Eftychia

Title:

Differentially Private Hypothesis Testing For Normal Random Variables.

Graduate Program:

Statistics

Keywords:

differential privacy
hypothesis testing
normal distribution

File:

Download Eftychia-MS.pdf

Committee Members:

Aleksandra B Slavkovic, Thesis Advisor/Co-Advisor

Author:

Christou, Eliana

Title:

Asymptotic behavior of Nadaraya-Watson and local linear estimators associated with the single index model

Graduate Program:

Statistics

Keywords:

Nadaraya-Watson estimator
local linear estimator
semiparametric single index model
consistency
asymptotic normality

File:

Download 1-Christou_Eliana_MS_final.pdf

Committee Members:

Michael G Akritas, Thesis Advisor/Co-Advisor

Author:

Bernstein, Jason

Title:

Parameter Estimation For Subdiffusive Processes With Applications To Microrheology

Graduate Program:

Statistics

Keywords:

Subdiffusion
parameter estimation

File:

Download Masters_March_18.pdf

Committee Members:

John Fricks, Thesis Advisor/Co-Advisor

Author:

Yang, Tao

Title:

An EM Based Tagging SNP Selection Algorithm Incorporating Genotyping Errors

Graduate Program:

Statistics

Keywords:

tagging SNP selection
EM algorithm
genotyping errors

File:

Download Thesis_TaoYang.pdf

Committee Members:

Vernon Michael Chinchilli, Thesis Advisor/Co-Advisor

Author:

Sie, Haskell

Title:

Statistical Aspects Of Computerized Adaptive Testing

Graduate Program:

Statistics

Keywords:

Item response theory
multidimensional model
likelihood function

File:

Download Haskell_Sie_-_Dissertation_2014_-_final_version.pdf

Committee Members:

James Landis Rosenberger, Dissertation Advisor/Co-Advisor
Pui Wa Lei, Committee Member
Mosuk Chow, Committee Member
Hoi Kin Suen, Committee Member

Author:

Hua, Wen-yu

Title:

Kernel Methods for Neuroimaging Genomewide Association Studies

Graduate Program:

Statistics

Keywords:

Kernel methods
GWAS
Neuroimaging analysis; Multiple comparison procedures.

File:

Download WenYu-dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Yu Zhang, Committee Member
Qunhua Li, Committee Member
Le Bao, Committee Member
Daniel Kifer, Special Member