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Start Over Graduate Program Statistics Committee Member Rongling Wu

1. Composite Likelihood in Long Sequence Data

open_access
Open Access
Author:
Sun, Jianping
Title:
Composite Likelihood in Long Sequence Data
Graduate Program:
Statistics
Keywords:
Markov chain likelihood
modified Hoeffding score
Hoeffding score
coposite likelihood
mutation
recombiantion
File:
Download phd_Jianping_Sun.pdf
Committee Members:
Bruce G Lindsay, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
Bing Li, Committee Member
Rongling Wu, Committee Member

2. THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES

open_access
Open Access
Author:
Li, Jiahan
Title:
THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES
Graduate Program:
Statistics
Keywords:
lasso
variable selection
Bayesian approach
high-dimensional data
File:
Download JiahanLi-Dissertation.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Tao Yao, Committee Member

3. SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA

open_access
Open Access
Author:
Das, Kiranmoy
Title:
SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA
Graduate Program:
Statistics
Keywords:
Longitudinal data
functional mapping
MCMC
File:
Download Das_Kiranmoy_thesis.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Debashis Ghosh, Committee Member
Peter Cm Molenaar, Committee Member

5. Investigation of topics in U-statistics and their applications in risk estimation and cross-validation

open_access
Open Access
Author:
Wang, Qing
Title:
Investigation of topics in U-statistics and their applications in risk estimation and cross-validation
Graduate Program:
Statistics
Keywords:
cross-validation
kernel estimator
likelihood risk
model selection
partition resampling
variance estimation
U-statistics
File:
Download PhDThesis_Qing.pdf
Committee Members:
Bruce G. Lindsay, Dissertation Advisor/Co-Advisor
Bruce G. Lindsay, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
David Russell Hunter, Committee Member
Rongling Wu, Committee Member

6. Statistical Models for Mapping Genes that Contribute to Shape Variation

open_access
Open Access
Author:
Fu, Guifang
Title:
Statistical Models for Mapping Genes that Contribute to Shape Variation
Graduate Program:
Statistics
Keywords:
QTL
Statistical Genetics
Shape Analysis
Plant
Functional Data Analysis
File:
Download Guifang_Dissertation.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Dr Runze Li, Dissertation Advisor/Co-Advisor
Vernon Michael Chinchilli, Committee Member
Dr Jia Li, Committee Member
Qiang Du, Committee Member

7. Statistical Methods for Different Ultrahigh Dimensional Models

open_access
Open Access
Author:
Liu, Jingyuan
Title:
Statistical Methods for Different Ultrahigh Dimensional Models
Graduate Program:
Statistics
Keywords:
ultrahigh dimension
varying coefficient model
partially linear model
feature screening
File:
Download dissertation_w_vita.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Dennis Kon Jin Lin, Committee Member
Liwang Cui, Special Member

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

open_access
Open Access
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

9. 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