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Start Over Graduate Program Statistics Degree PHD

91. Dynamic Models for Intensive Longitudinal Data: New Models, Statistical Procedures, and Applications

open_access
Open Access
Author:
Trail, Jessica Brooke
Title:
Dynamic Models for Intensive Longitudinal Data: New Models, Statistical Procedures, and Applications
Graduate Program:
Statistics
Keywords:
intensive longitudinal data
dynamic systems
time-varying effects
File:
Download JessicaTrailDissertation3.pdf
Committee Members:
Linda Marie Collins, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
John Fricks, Committee Member
Donna Coffman, Committee Member

92. Robust Parameter Design: A Penalized Likelihood Approach

open_access
Open Access
Author:
Kankam, Kwame Adu
Title:
Robust Parameter Design: A Penalized Likelihood Approach
Graduate Program:
Statistics
Keywords:
Penalized Likelihood
Design of Experiments
Coordinate Descent
File:
Download thesisfinal.pdf
Committee Members:
James Landis Rosenberger, Dissertation Advisor/Co-Advisor
James Landis Rosenberger, Committee Chair/Co-Chair
Dennis Kon Jin Lin, Committee Member
Matthew Logan Reimherr, Committee Member
Lingzhou Xue, Committee Member
Enrique Del Castillo, Committee Member

94. New Procedures for Cox's Model with High Dimensional Predicotrs

open_access
Open Access
Author:
Yu, Ye
Title:
New Procedures for Cox's Model with High Dimensional Predicotrs
Graduate Program:
Statistics
Keywords:
Cox's model
Partial Likelihood
ultrahigh dimensional survival data
model selection consistency
Penalized Likelihood
File:
Download Ye_Dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Member
Lingzhou Xue, Committee Member
Lan Kong, Committee Member

95. Kernel Machine Methods With Applications to High-throughout Data

open_access
Open Access
Author:
Zhan, Xiang
Title:
Kernel Machine Methods With Applications to High-throughout Data
Graduate Program:
Statistics
Keywords:
Kernel machines
Reproducing kernel Hilbert space
Genome-wide association study
Metabolite differential analysis
File:
Download Xiang_Zhan-Dissertation.pdf
Committee Members:
Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Qunhua Li, Committee Member
Andrew David Patterson, Committee Member
Yu Zhang, Committee Member

96. Semiparametric Analysis of Failure Time Data in the Presence of Dependent Censoring

open_access
Open Access
Author:
Cho, Youngjoo
Title:
Semiparametric Analysis of Failure Time Data in the Presence of Dependent Censoring
Graduate Program:
Statistics
Keywords:
Bivariate Data
Failure Times
Perturbation Method
Resampling
U-statistics
Causal Inference
Observational Study
File:
Download Youngjoo_Cho-Dissertation.pdf
Committee Members:
Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Runze Li, Committee Member
Christopher Jon Zorn, Committee Member

97. Projection Test for High-dimensional Mean Vectors with Optimal Direction

open_access
Open Access
Author:
Huang, Yuan
Title:
Projection Test for High-dimensional Mean Vectors with Optimal Direction
Graduate Program:
Statistics
Keywords:
High-dimensional data
Hotelling's T2 test
Projection test
One-sample problem
Two-sample problem
File:
Download YuanHuang_FinalVersion.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Naomi S Altman, Committee Member
Lan Kong, Committee Member
Aleksandra B Slavkovic, Committee Member

98. Classification of Transients by Distance Measures

open_access
Open Access
Author:
Park, Sae Na
Title:
Classification of Transients by Distance Measures
Graduate Program:
Statistics
Keywords:
Classification
Kullback-Leibler divergence
Kernel density estimation
Transients
Variable stars
File:
Download SaenaPark-Dissertation.pdf
Committee Members:
G Jogesh Babu, Dissertation Advisor/Co-Advisor
G Jogesh Babu, Committee Chair/Co-Chair
John Fricks, Committee Member
Matthew Logan Reimherr, Committee Member
Eric B Ford, Committee Member

99. Inference of Gene Regulatory Network Based on Gene Expression Dynamics in Response to Environmental Signals

open_access
Open Access
Author:
Wang, Yaqun
Title:
Inference of Gene Regulatory Network Based on Gene Expression Dynamics in Response to Environmental Signals
Graduate Program:
Statistics
Keywords:
Gene Regulatory Network
Gene Expression
Gene Cluster
DBN
Ordinary Differential Equation
Gene-Environment Interaction
File:
Download YaqunWang-Dissertation_Final.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Zhibiao Zhao, Committee Member
Donna Coffman, Committee Member