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Start Over Graduate Program Statistics Committee Member Runze Li

31. 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

32. model selection and survival analysis with application to large time-varying networks

open_access
Open Access
Author:
Cai, Xizhen
Title:
model selection and survival analysis with application to large time-varying networks
Graduate Program:
Statistics
Keywords:
penalized likelihood
proportional odds models
profile likelihood
partial likelihood
case control.
File:
Download Dissertation_with_vita.pdf
Committee Members:
David Russell Hunter, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Member
Marcel Salathe, Committee Member

33. Efficient estimation and order determination for sufficient dimension reduction

open_access
Open Access
Author:
Luo, Wei
Title:
Efficient estimation and order determination for sufficient dimension reduction
Graduate Program:
Statistics
Keywords:
dimension reduction
order-determination
bootstrap
augmentation
semi-parametric
efficient estimation.
File:
Download dissertation_-_Wei_Luo.pdf
Committee Members:
Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Naomi S Altman, Committee Member
Jesse Louis Barlow, Committee Member

34. New screening procedure for ultrahigh dimensional varying-coefficient model in longitudinal data analysis

open_access
Open Access
Author:
Chu, Wanghuan
Title:
New screening procedure for ultrahigh dimensional varying-coefficient model in longitudinal data analysis
Graduate Program:
Statistics
Keywords:
feature screening
varying-coefficient model
ultrahigh dimensionality
longitudinal data analysis
CAMP
File:
Download MSThesis_Wanghuan_Chu.pdf
Committee Members:
Runze Li, Thesis Advisor/Co-Advisor
Matthew Logan Reimherr, Thesis Advisor/Co-Advisor

35. Joint Modeling of Longitudinal and Survival Data: New Models, Computing Techniques and Applications

open_access
Open Access
Author:
Liu, Xiaoyu
Title:
Joint Modeling of Longitudinal and Survival Data: New Models, Computing Techniques and Applications
Graduate Program:
Statistics
Keywords:
Joint modeling
Longitudinal Study
Survival Analysis
EM-algorithm
Nonparametric
File:
Download Dissertation_X.Liu_Submission.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Committee Member

36. Non-Parametric Finite Multivariate Mixture Models with Applications

open_access
Open Access
Author:
ZHU, XIAOTIAN
Title:
Non-Parametric Finite Multivariate Mixture Models with Applications
Graduate Program:
Statistics
Keywords:
mixture model
conditional independence
nonparametric estimation
penalized smoothed likelihood
independent component analysis
File:
Download XTZ_Dissertation.pdf
Committee Members:
David Russell Hunter, Dissertation Advisor/Co-Advisor
David Russell Hunter, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Le Bao, Committee Member
John C Liechty, Committee Member
Stephanie Trea Lanza, Committee Member
Runze Li, Committee Member

37. Statistical Models for Scalar Response with Longitudinal Covariates

open_access
Open Access
Author:
YANG , HANYU
Title:
Statistical Models for Scalar Response with Longitudinal Covariates
Graduate Program:
Statistics
Keywords:
longitudinal study
functional data
nonparametric regression
measurement error
generalized linear model
zero-inflated count
File:
Download HanyuYang-Dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Zhibiao Zhao, Committee Member
Stephanie Trea Lanza, Committee Member

39. 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