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Author:

Banerjee, Kalins

Title:

Adaptive Statistical Methods for Microbiome Association Analysis

Graduate Program:

Biostatistics (PHD)

Keywords:

Noise accumulation
Feature selection
Adaptive Microbiome Association Test
Distance correlation learning
Maximum mean discrepancy
Subset testing

File:

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Committee Members:

Vernon Chinchilli, Major Field Member
Xiang Zhan, Chair & Dissertation Advisor
Lan Kong, Major Field Member
Amanda Nelson, Outside Unit & Field Member
Arthur Berg, Professor in Charge/Director of Graduate Studies

Author:

Fu, Chenqi

Title:

Bayesian predictive hypothesis testing and model averaging

Graduate Program:

Biostatistics (PHD)

Keywords:

Bayesian hypothesis testing
Lindley's paradox
Predictive Bayesian Model Averaging
Model-assisted design
Meta-analysis
Reconstructed survival data

File:

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Committee Members:

Vernon Chinchilli, Major Field Member
Lan Kong, Major Field Member
Jennifer Moss, Outside Unit & Field Member
Arthur Berg, Major Field Member
Shouhao Zhou, Chair & Dissertation Advisor
Douglas Leslie, Program Head/Chair

Author:

Liang, Menglu

Title:

modeling and dynamic prediction of recurrent time-to-event data with competing risks

Graduate Program:

Biostatistics (PHD)

Keywords:

Recurrent events
Dynamic risk prediction
Mortality
Bayesian inference
Cardiovascular disease
Multivariate copulas
Joint frailty model
Bayesian hierarchical model

File:

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Committee Members:

Douglas Leslie, Program Head/Chair
Vernon Chinchilli, Major Field Member
Andrew Gardner, Outside Unit & Field Member
David Mauger, Major Field Member
Ming Wang, Chair & Dissertation Advisor

Author:

Wang, Xi

Title:

Analysis of Crossover Designs with Nonignorable Dropout

Graduate Program:

Biostatistics (PHD)

Keywords:

crossover trials
ignorable missing
nonignorable missing
controlled multiple imputation
longitudinal data
repeated measures
intensive longitudinal data

File:

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Committee Members:

Vernon Chinchilli, Chair & Dissertation Advisor
David Mauger, Major Field Member
Judie Ann Howrylak, Outside Unit & Field Member
Ming Wang, Major Field Member
Shouhao Zhou, Major Field Member
Arthur Berg, Professor in Charge/Director of Graduate Studies