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Start Over Committee Member Lan Kong

2. A New Class of Bivariate Weibull Distribution to accommodate the Concordance Correlation coefficient for Left-censored Data

open_access
Open Access
Author:
Domthong, Uthumporn
Title:
A New Class of Bivariate Weibull Distribution to accommodate the Concordance Correlation coefficient for Left-censored Data
Graduate Program:
Public Health Sciences
Keywords:
concordance correlation coefficient (CCC)
lower limit of detection (LLD)
Weibull distribution
The maximum likelihood method
File:
Download Uthumporn_Domthong-Dissertation.pdf
Committee Members:
Vernon Michael Chinchilli, Dissertation Advisor/Co-Advisor
Lan Kong, Committee Member
Tonya Sharp King, Committee Member
W. Brian Reeves, Committee Member
David Spencer Phelps, Committee Member

3. Longitudinal Analysis of Fev-1 Measurements by Asthmatic Patients In Comparison To Clinic Spirometry Measurements

open_access
Open Access
Author:
Moore, Amy Frances
Title:
Longitudinal Analysis of Fev-1 Measurements by Asthmatic Patients In Comparison To Clinic Spirometry Measurements
Graduate Program:
Public Health Sciences
Keywords:
FEV-1
Smoking Asthmatics
Longitudinal Analysis
Spirometery
Home-Monitoring of FEV-1
File:
Download MastersThesus_129_304.pdf
Committee Members:
Vernon Michael Chinchilli, Thesis Advisor/Co-Advisor
Lan Kong, Thesis Advisor/Co-Advisor
Kristen H Kjerulff, Thesis Advisor/Co-Advisor

4. 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

5. 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

6. The Joint Modeling of Recurrent Events and Other Failure Time Events

open_access
Open Access
Author:
Wang, Luojun
Title:
The Joint Modeling of Recurrent Events and Other Failure Time Events
Graduate Program:
Biostatistics
Keywords:
survival analysis
joint modeling
semi-competing risks
recurrent events
acute kidney injury
tri-vairate Weibull
acute kidney injury
tri-variate Weibull
File:
Download Dissertation_LuojunWang.pdf
Committee Members:
Vernon Michael Chinchilli, Dissertation Advisor/Co-Advisor
Vernon Michael Chinchilli, Committee Chair/Co-Chair
David Theodore Mauger, Committee Member
Lan Kong, Committee Member
Laura Carrel, Outside Member

7. STATISTICAL MODELS FOR HIGH DIMENSIONAL SCREENING OF GENETIC AND EPIGENETIC EFFECTS

open_access
Open Access
Author:
Gosik, Kirk D
Title:
STATISTICAL MODELS FOR HIGH DIMENSIONAL SCREENING OF GENETIC AND EPIGENETIC EFFECTS
Graduate Program:
Biostatistics
Keywords:
variable-selection
gene-expression
eQTL
genetic-architecture
epigenetics
File:
Download Dissertation_KirkGosik.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Vernon Chinchilli, Committee Member
Lan Kong, Committee Member
James Broach, Outside Member

8. JOINT MODELING OF A LONGITUDINAL BIOMARKER, RECURRENT EVENTS AND A TERMINAL EVENT IN A MATCHED STUDY

open_access
Open Access
Author:
Xu, Cong
Title:
JOINT MODELING OF A LONGITUDINAL BIOMARKER, RECURRENT EVENTS AND A TERMINAL EVENT IN A MATCHED STUDY
Graduate Program:
Biostatistics
Keywords:
Joint modeling
Frailty model
Survival analysis
Longitudinal biomarker
File:
Download Cong_Xu-Dissertation.pdf
Committee Members:
Vernon Michael Chinchilli, Dissertation Advisor/Co-Advisor
Vernon Michael Chinchilli, Committee Chair/Co-Chair
Ming Wang, Committee Member
Lan Kong, Committee Member
William Brian Reeves, Outside Member

9. New Statistical Procedures for Analysis of HIV Data and High Dimensional Data

open_access
Open Access
Author:
Ye, Jingyi
Title:
New Statistical Procedures for Analysis of HIV Data and High Dimensional Data
Graduate Program:
Statistics
Keywords:
HIV
prevalence and incidence
incidence assay data
refitted cross-validation
high dimension data
varying coefficient model
varying error variance
File:
Download Jingyi_Ye-_final_dissertation.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Le Bao, Committee Member
Zhibiao Zhao, Committee Member
Lan Kong, Outside Member

10. A LATENT CLASS APPROACH FOR JOINT MODELING OF CLINICAL OUTCOMES AND LONGITUDINAL BIOMARKERS SUBJECT TO DETECTION LIMITS

open_access
Open Access
Author:
Li, Menghan
Title:
A LATENT CLASS APPROACH FOR JOINT MODELING OF CLINICAL OUTCOMES AND LONGITUDINAL BIOMARKERS SUBJECT TO DETECTION LIMITS
Graduate Program:
Biostatistics
Keywords:
JOINT MODELING;
MCEM;
BIOMARKER
File:
Download thesis__final_.pdf
Committee Members:
Lan Kong, Dissertation Advisor/Co-Advisor
Lan Kong, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
David Theodore Mauger, Committee Member
Xuemei Huang, Outside Member