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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

Author:

Kim, Seonjin

Title:

Three essays on nonparametric inference for longitudinal data and time series data.

Graduate Program:

Statistics

Keywords:

Locally stationary process
Longitudinal data
Measurement errors
Nonparametric inference
Quantile regression
Time series

File:

Download YourName-Dissertation.pdf

Committee Members:

Zhibiao Zhao, Dissertation Advisor/Co-Advisor
Zhibiao Zhao, Committee Chair/Co-Chair
Runze Li, Committee Member
Donald Richards, Committee Member
Fuqing Zhang, Committee Member
Jingzhi Huang, Special Member

Author:

Shen, Biyi

Title:

Methodologies for longitudinal data adjusting for informative cluster size with non-ignorable zeros

Graduate Program:

Biostatistics

Keywords:

Clustered data
Informative cluster size
Inverse probability weighting
Generalized estimating equation
Semi-parametric
zero-inflated Possion
Longitudinal data

File:

Download Dissertation_Biyi.pdf

Committee Members:

Vernon Chinchilli, Major Field Member
David Mauger, Major Field Member
Ming Wang, Chair & Dissertation Advisor
Christopher Sciamanna, Outside Unit & Field Member
Arthur Berg, Professor in Charge/Director of Graduate Studies

Author:

Passero, Kristin

Title:

Incorporating Dependent Data into Precision Medicine Research Beyond Genome-Wide Association Studies

Graduate Program:

Molecular, Cellular, and Integrative Biosciences

Keywords:

Dependent data
EWAS
Gene-environment interactions
Family data
Longitudinal data
Simulation study
Polygenic risk score

File:

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Committee Members:

Andrew Patterson, Major Field Member
Idan Shalev, Major Field Member
Molly Hall, Chair & Dissertation Advisor
Melissa Rolls, Program Head/Chair
Lisa Kopp, Outside Unit & Field Member
Matthew Beckman, Minor Field Member