Index Catalog // Emory Theses and Dissertations

Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials

About this Dissertation
Student Name:	Schader, Lindsey
Date Uploaded:	11/21/2023
Research Field:	Statistics
Department:	Biostatistics

Statistical Methods for Disease Surveillance Based on Multiple Data Streams

About this Dissertation
Student Name:	Zhang, Yuzi
Date Uploaded:	07/25/2023
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department:	Biostatistics

Advances in Causal Inference to Support Vaccine Development and Evaluation

About this Dissertation
Student Name:	Jin, Yutong
Date Uploaded:	07/23/2023
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

New Statistical Methods for Analyzing Microbiome Data

About this Dissertation
Student Name:	Yue, Ye
Date Uploaded:	06/06/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

About this Dissertation
Student Name:	Ge, Lin
Date Uploaded:	04/28/2023
Research Field:	Statistics, Mathematics, and Health Sciences, Epidemiology
Department:	Biostatistics

Deciphering the Cell Type Specific Activities from High-throughput Omics Data

About this Dissertation
Student Name:	Chen, Luxiao
Date Uploaded:	04/28/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

About this Dissertation
Student Name:	Cui, Ying
Date Uploaded:	04/25/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

About this Dissertation
Student Name:	Nizam, Sohail
Date Uploaded:	04/07/2023
Research Field:	Statistics and Computer Science
Department:	Biostatistics

Statistical Methods for Analyzing Microbiome Data

About this Dissertation
Student Name:	Zhu, Zhengyi
Date Uploaded:	10/22/2022
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

About this Dissertation
Student Name:	Tian, Ganzhong
Date Uploaded:	08/04/2022
Research Field:	Statistics, Health Sciences, Aging, and Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Analyzing Compositional Human Microbiome Data

About this Dissertation
Student Name:	Hu, Yingtian
Date Uploaded:	07/28/2022
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Statistical Methods for Mediation Analysis of Omics Data

About this Dissertation
Student Name:	Lane, Andrea
Date Uploaded:	06/28/2022
Research Field:	Statistics and Health Sciences, Public Health
Department:	Biostatistics

Brain Network-Based Statistical Approaches for Neuroimaging Data

About this Dissertation
Student Name:	Ming, Jin
Date Uploaded:	04/22/2022
Research Field:	Biology, Neuroscience and Biology, Biostatistics
Department:	Biostatistics

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

About this Dissertation
Student Name:	Ma, Xin
Date Uploaded:	04/18/2022
Research Field:	Statistics and Biology, Biostatistics
Department:	Biostatistics

Improvements in statistical machine learning for current problems in public health

About this Dissertation
Student Name:	Wu, Ziyue
Date Uploaded:	04/13/2022
Research Field:	Health Sciences, Public Health, Health Sciences, Health Care Management, and Statistics
Department:	Biostatistics

Relaxed Conditional Bootstrap Inference for Sparse Data Under a Rectangular Array Embedding

About this Dissertation
Student Name:	Aiyedipe, Samuel
Date Uploaded:	04/07/2022
Research Field:	Statistics
Department:	Biostatistics

Ambient Air Pollution Estimation Using Bayesian Hierarchical Models

About this Dissertation
Student Name:	Murray, Nancy
Date Uploaded:	11/19/2021
Research Field:	Health Sciences, Epidemiology, Statistics, and Health Sciences, Public Health
Department:	Biostatistics

Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

About this Dissertation
Student Name:	Murden, Raphiel
Date Uploaded:	07/27/2021
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Flexible Methods to Incorporate Covariates in Latent Class Analysis

About this Dissertation
Student Name:	Kim, Grace
Date Uploaded:	07/25/2021
Research Field:	Statistics
Department:	Biostatistics

New Statistical Methods for Complex Survival Analysis Problems

About this Dissertation
Student Name:	Wei, Bo
Date Uploaded:	07/23/2021
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Latent Class Methods for Complex Chronic Disease Data

About this Dissertation
Student Name:	Fei, Teng
Date Uploaded:	07/20/2021
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Statistical Methods for Brain Network Estimation

About this Dissertation
Student Name:	Lukemire, Joshua
Date Uploaded:	04/22/2021
Research Field:	Statistics
Department:	Biostatistics

Statistical Methods for Spatial Data in Public Health

About this Dissertation
Student Name:	Kianian, Behzad
Date Uploaded:	11/19/2020
Research Field:	Statistics
Department:	Biostatistics

Estimates of Influenza Vaccine Effectiveness from Observational Studies

About this Dissertation
Student Name:	Shi, Meng
Date Uploaded:	07/03/2020
Research Field:	Statistics and Health Sciences, Public Health
Department:	Biostatistics

Novel Statistical and Machine Learning Methods with Application to Brain Imaging Data

About this Dissertation
Student Name:	Wang, Yikai
Date Uploaded:	03/26/2020
Research Field:	Computer Science, Statistics, and Biology, Neuroscience
Department:	Biostatistics

Network-Based Machine Learning Methods for Omics Data

About this Dissertation
Student Name:	Kong, Yunchuan
Date Uploaded:	02/27/2020
Research Field:	Biology, Bioinformatics, Statistics, and Computer Science
Department:	Biostatistics

Spatial Latent Process Models to Overcome Preferential Sampling in Disease Surveillance Systems

About this Dissertation
Student Name:	Conroy, Brian
Date Uploaded:	11/06/2019
Research Field:	Statistics
Department:	Biostatistics

Development of Statistical Methods for Multiple-Hypotheses Testing

About this Dissertation
Student Name:	Li, Yunxiao
Date Uploaded:	11/03/2019
Research Field:	Statistics and Biology, Biostatistics
Department:	Biostatistics

Nonparametric Regression for Assessing Time-Varying Effects in Survival Analysis

About this Dissertation
Student Name:	Soh, Jae Eui
Date Uploaded:	07/31/2019
Research Field:	Applied Mathematics and Statistics
Department:	Biostatistics

Statistical Methods for Evaluating Continuous and Functional Diagnostic Markers

About this Dissertation
Student Name:	Jang, Jeong Hoon
Date Uploaded:	07/08/2019
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for High-throughput Epigenomics Data

About this Dissertation
Student Name:	Feng, Hao
Date Uploaded:	06/10/2019
Research Field:	Biology, Bioinformatics, Statistics, and Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Estimating and Analyzing Brain Functional Connectivity

About this Dissertation
Student Name:	Higgins, Ixavier A.
Date Uploaded:	04/26/2019
Research Field:	Biology, Neuroscience and Statistics
Department:	Biostatistics

Model-Based Statistical Methods for Public Health Surveillance Subject to Imperfect Observations

About this Dissertation
Student Name:	McClintock, Shannon Katherine
Date Uploaded:	08/28/2018
Research Field:	Statistics
Department:	Biostatistics

High-dimensional Universal Dependence Discovery

About this Dissertation
Student Name:	Peng, Hesen
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Algorithmic Approaches to Classifying Biological Networks

About this Dissertation
Student Name:	Bray, Margaret Justice
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Likelihood Methods for Logistic Regression with Missing Data

About this Dissertation
Student Name:	Lin, Ji
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Health Sciences, Public Health
Department:	Biostatistics

Estimation of Epidemic Model Parameters: A Spatial Analysis using Bayesian Techniques

About this Dissertation
Student Name:	Switchenko, Jeffrey
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Survival Analysis with Covariate Measurement Error

About this Dissertation
Student Name:	Zhu, Ming
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Bayesian Space-time Analysis in Carcinogenesis

About this Dissertation
Student Name:	Xu, Roy
Date Uploaded:	08/28/2018
Research Field:	Mathematics and Health Sciences, Oncology
Department:	Biostatistics

Bayesian Analysis for Repeated Compositional Data and Approaches for Correcting Measurement Errors in General Multivariate Linear Model

About this Dissertation
Student Name:	Qin, Tielin
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Estimation of Potential Outcomes when Treatment Assignment and Discontinuation Compete in Observational Data

About this Dissertation
Student Name:	Lu, Xin
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Health Sciences, Epidemiology
Department:	Biostatistics

Joint Modeling Approaches for Clustered Survival Data with Random Cluster Size

About this Dissertation
Student Name:	Liu, Shuling
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Novel Statistical Methods for Analyzing Next Generation Sequencing Data

About this Dissertation
Student Name:	Liao, Peizhou
Date Uploaded:	08/28/2018
Research Field:	Biology, Genetics, Biology, Biostatistics, and Statistics
Department:	Biostatistics

Statistical Methods for Robust Estimation of Diﬀerential Protein Expression

About this Dissertation
Student Name:	Wijayawardana, Sameera Rukshan
Date Uploaded:	08/28/2018
Research Field:	Statistics
Department:	Biostatistics

Bayesian Spatial-temporal Models for Areal Count Data

About this Dissertation
Student Name:	Ling, Qiang
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Health Sciences, Public Health, and Health Sciences, Epidemiology
Department:	Biostatistics

Methods for Addressing Spatial Correlations in Functional Neuroimaging Data

About this Dissertation
Student Name:	Derado, Gordana Gajdek
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Semiparametric efficient and robust estimation of treatment effect from observational data

About this Dissertation
Student Name:	Li, Li
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Rare-Variant Sequencing Studies in Pedigrees

About this Dissertation
Student Name:	Jiang, Yunxuan
Date Uploaded:	08/28/2018
Research Field:	Biology, Genetics and Statistics
Department:	Biostatistics

Determining Greek Architectural Design Units in the Sanctuary ofthe Great Gods, Samothrace: Application of and Extensions to theCosine Quantogram Method

About this Dissertation
Student Name:	Cox, Susan Margueritte
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Art History
Department:	Biostatistics

Methods for Estimating the Effect of Air Pollution on Asthma under a Changing Climate

About this Dissertation
Student Name:	Alhanti, Brooke
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Environmental Health, and Health Sciences, Epidemiology
Department:	Biostatistics

Models for Statistical Analyses of Infectious Disease Data

About this Dissertation
Student Name:	An, Qian
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Graphical Display Methods for Exploiting the Dimensionality ofFlow Cytometry Data

About this Dissertation
Student Name:	Scarberry, Meredith Nicole
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Robust Latent Class Analysis for Longitudinal Data

About this Dissertation
Student Name:	Hart, Kari Rebecca
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

The Association of Ozone and Particulate Matter Exposure to AsthmaRelated Hospital Visits in Mississippi

About this Dissertation
Student Name:	Schwartz, Gregory Joseph
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Geography, and Health Sciences, Epidemiology
Department:	Biostatistics

Statistical Methods for Multi-modal Neuroimaging Data: Techniques for the Combined Analysis of Brain Function and Structure

About this Dissertation
Student Name:	Xue, Wenqiong
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Biology, Neuroscience
Department:	Biostatistics

Analysis of Data with Complex Misclassification in Response or Predictor Variables by Incorporating Validation Subsampling

About this Dissertation
Student Name:	Tang, Li
Date Uploaded:	08/28/2018
Research Field:	Statistics
Department:	Biostatistics

Statistical Methods for Causal Inference in Observational Studies

About this Dissertation
Student Name:	Mishra-Kalyani, Pallavi Shruti
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Evaluating Agreement Among Observers or Methods of Measurement forQuantitative Data

About this Dissertation
Student Name:	Wiener, Jeffrey Benjamin
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Comparison of Warfarin and Aspirin in Preventing Symptoms Causedby Atherosclerotic Intracranial Arterial Stenosis by UsingPrincipal Stratification

About this Dissertation
Student Name:	Wang, Yaping
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Flexible Semiparametric Regression Methods for Observational Follow-up Studies

About this Dissertation
Student Name:	Sun, Xiaoyan
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department:	Biostatistics

PRISE STUDY: A missing data problem

About this Dissertation
Student Name:	Darensburg, Tahera
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Health Sciences, Public Health
Department:	Biostatistics

Varying-coefficient Regression Analyses for Semi-competing Risks Data

About this Dissertation
Student Name:	Li, Ruosha
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Some Novel Statistical Methods for Neuroimaging Data Analysis

About this Dissertation
Student Name:	Shi, Ran
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Engineering, Biomedical
Department:	Biostatistics

Bayesian Feature Selection Methods for Complex Biomedical Data

About this Dissertation
Student Name:	Zhao, Yize
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

A New Permutation-Based Method for Assessing Observer Agreement with Replicated and Repeated Observations

About this Dissertation
Student Name:	Pan, Yi
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Techniques for Pattern Recognition in High-Throughput Metabolomic Data

About this Dissertation
Student Name:	Blackstock, Anna Jolly
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Agreement Methods for Complex Outcomes in Biomedical Studies

About this Dissertation
Student Name:	Dai, Tian
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Statistical Methods to Adjust for Misclassified Repeated Exposures in Modeling Disease-Exposure Associations

About this Dissertation
Student Name:	Lu, Chengxing
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Flexible Association Methods for Bivariate Survival Data

About this Dissertation
Student Name:	Yang, Jing
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Multiple Roots in Logistic Regression With Errors-in-Covariates

About this Dissertation
Student Name:	Chen, Jian
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Spatial and spatial-temporal point process analysis

About this Dissertation
Student Name:	Wang, Ming
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Health Sciences, Public Health
Department:	Biostatistics

Issues in Causal Inference and Applications to Public Health

About this Dissertation
Student Name:	Price, Megan Emily
Date Uploaded:	08/28/2018
Research Field:	Health Sciences, Public Health
Department:	Biostatistics

Analysis of Outcomes Subject to Induced Dependent Censoring: Medical Cost and Successive Durations

About this Dissertation
Student Name:	Qian, Jing
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Regression Models for a Continuous Outcome Subject to Pooling

About this Dissertation
Student Name:	Mitchell, Emily
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Health Sciences, Epidemiology
Department:	Biostatistics

Statistical Performance of Spatial Systems

About this Dissertation
Student Name:	Wang, Yuemei
Date Uploaded:	08/28/2018
Research Field:	Mathematics and Health Sciences, Public Health
Department:	Biostatistics

Robust Statistical Methods for Handling Missing Data

About this Dissertation
Student Name:	Watson, Domonique
Date Uploaded:	08/28/2018
Research Field:	Statistics, Biology, Biostatistics, and Health Sciences, Public Health
Department:	Biostatistics

New Statistical Techniques for High-dimensional Neuroimaging Data

About this Dissertation
Student Name:	Chen, Shuo
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Centralization in Small Graphs

About this Dissertation
Student Name:	Mehta, Cyra Christina
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Statistical Approaches for Exploring Brain Connectivity with Multimodal Neuroimaging Data

About this Dissertation
Student Name:	Kemmer, Phebe
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics and Biology, Neuroscience
Department:	Biostatistics

Assessing Observer Agreement for Categorical Observations

About this Dissertation
Student Name:	Gao, Jingjing
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Composite Conditional Likelihood

About this Dissertation
Student Name:	Wang, Lijia
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Quantile Regression for Complex Censored Data

About this Dissertation
Student Name:	Ji, Shuang
Date Uploaded:	08/28/2018
Research Field:	Mathematics
Department:	Biostatistics

Measurement error methods for unmeasured confounding and pooling

About this Dissertation
Student Name:	Van Domelen, Dane
Date Uploaded:	07/12/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Biomedical Network Data

About this Dissertation
Student Name:	Cai, Qingpo
Date Uploaded:	06/15/2018
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department:	Biostatistics

Quantifying the Impact of Local SUTVA Violations in Spatiotemporal Causal Models

About this Dissertation
Student Name:	Noreen, Samantha
Date Uploaded:	04/20/2018
Research Field:	Statistics and Biology, Biostatistics
Department:	Biostatistics

Statistical Learning Methods for Big Biomedical Data

About this Dissertation
Student Name:	Li, Ziyi
Date Uploaded:	04/10/2018
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Correlated Count Data

About this Dissertation
Student Name:	Jeffers, Caprichia
Date Uploaded:	04/05/2018
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Estimation of Influenza Vaccine Effectiveness from Observational Studies

About this Dissertation
Student Name:	Ainslie, Kylie Ellen Cain
Date Uploaded:	04/01/2018
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department:	Biostatistics

Statistical Methods for Handling Missing Data in Functional Data Analysis

About this Dissertation
Student Name:	Zhu, Wanzhe
Date Uploaded:	03/09/2018
Research Field:	Statistics and Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Incomplete Big Data

About this Dissertation
Student Name:	Deng, Yi
Date Uploaded:	11/30/2017
Research Field:	Statistics
Department:	Biostatistics

Statistical Methods for Omics Data Integration

About this Dissertation
Student Name:	Jin, Zhuxuan
Date Uploaded:	11/16/2017
Research Field:	Biology, Bioinformatics, Statistics, and Biology, Biostatistics
Department:	Biostatistics

Machine Learning Methods in Large Scale Neuroimaging Study

About this Dissertation
Student Name:	He, Qing
Date Uploaded:	11/11/2017
Research Field:	Statistics
Department:	Biostatistics

Novel Model-based Methods for High-throughput Genomics Data Analysis

About this Dissertation
Student Name:	Li, Ben
Date Uploaded:	10/03/2017
Research Field:	Statistics and Biology, Biostatistics
Department:	Biostatistics

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