Index Catalog // Emory Theses and Dissertations

Unraveling the Impact of Fuzzy Similarity Algorithms on Missing Data Imputation of Heart Bypass Surgery Cohort

About this Master's Thesis
Student Name:	Shen, Hong-Jui
Date Uploaded:	04/08/2024
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Evaluating the Association of COVID-19 Vaccination and New-Onset Diabetes as an Outcome

About this Master's Thesis
Student Name:	Lee, Sein
Date Uploaded:	04/08/2024
Research Field:	Health Sciences, Public Health
Department:	Biostatistics

A Bayesian Hierarchical Excess Mortality Model to Assess the Total Impact of COVID-19 on Opioid Users

About this Master's Thesis
Student Name:	Peterkin, Cyen
Date Uploaded:	04/08/2024
Research Field:	Health Sciences, Epidemiology, Health Sciences, Public Health, and Statistics
Department:	Biostatistics

Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes

About this Master's Thesis
Student Name:	Pan, Yuzhou
Date Uploaded:	04/08/2024
Research Field:	Biology, Biostatistics and Health Sciences, Public Health
Department:	Biostatistics

Analysis of Simultaneous Eye-tracking and fMRI Data Collected in Children with ASD

About this Master's Thesis
Student Name:	Huang, Xucheng (Fred)
Date Uploaded:	04/08/2024
Research Field:	Health Sciences, Public Health, Statistics, and Health Sciences, Human Development
Department:	Biostatistics

Investigating Missing Data Mechanisms in Substance Abuse Research: Analyzing the Missing-Not-At-Random (MNAR) Pattern of ‘Return to Use’ Data

About this Master's Thesis
Student Name:	Tan, Carissa
Date Uploaded:	04/08/2024
Research Field:	Biology, Biostatistics and Psychology, Behavioral Sciences
Department:	Biostatistics

Assessing the Impact of Misclassification in Case-Control Studies: An Examination of Bayesian Credible Intervals

About this Master's Thesis
Student Name:	Lu, Jiali
Date Uploaded:	04/08/2024
Research Field:	Epistemology and Statistics
Department:	Biostatistics

Estimation of Cognitive Ability in Longitudinal IRT using Univariate Composite Likelihood: Application to the Emory Healthy Brain Study

About this Master's Thesis
Student Name:	Howard, Nicholas
Date Uploaded:	04/08/2024
Research Field:	Statistics
Department:	Biostatistics

Identification of Spatially Variable Genes (SVGs)

About this Master's Thesis
Student Name:	Ma,Yanru
Date Uploaded:	04/08/2024
Research Field:	Health Sciences, General, Statistics, and Biology, Genetics
Department:	Biostatistics

Machine learning for estimating and comparing clinical rules for treating diarrheal illness with antibiotics

About this Master's Thesis
Student Name:	Codi, Allison
Date Uploaded:	04/08/2024
Research Field:	Statistics
Department:	Biostatistics

Correlation between biomarkers associated with Alzheimer's disease and the cognitive practice effect

About this Master's Thesis
Student Name:	Ruan, Anyue
Date Uploaded:	04/08/2024
Research Field:	Health Sciences, Public Health, Statistics, and Health Sciences, Aging
Department:	Biostatistics

Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019

About this Master's Thesis
Student Name:	Vanasse, Lauren
Date Uploaded:	04/07/2024
Research Field:	Biology, Biostatistics, Health Sciences, Epidemiology, and Health Sciences, Public Health
Department:	Biostatistics

Identify Unique Subtypes in Recurrent Major Depression Disorder

About this Master's Thesis
Student Name:	Zhu, Zixi
Date Uploaded:	04/07/2024
Research Field:	Biology, Cell, Biology, Bioinformatics, and Biology, Genetics
Department:	Biostatistics

Kidney Function: Outdoor vs. Indoor Hispanic Agricultural Workers

About this Master's Thesis
Student Name:	Zhuang, Cathy
Date Uploaded:	04/06/2024
Research Field:	Health Sciences, Public Health
Department:	Biostatistics

A Density Ratio Super Learner

About this Master's Thesis
Student Name:	Wu, Wencheng
Date Uploaded:	04/04/2024
Research Field:	Statistics
Department:	Biostatistics

Evaluation of Missing Data and Imputation Methods in Environmental Mixtures Analyses using Weighted Quantile Sum regression and Quantile g-computation

About this Master's Thesis
Student Name:	Grieco, Megan
Date Uploaded:	04/03/2024
Research Field:	Health Sciences, Epidemiology, Statistics, and Environmental Health
Department:	Biostatistics

Efficient quantification of pattern similarity between spatial genomics and cell morphology

About this Master's Thesis
Student Name:	Yang, Yefeng
Date Uploaded:	04/02/2024
Research Field:	Biology, Genetics
Department:	Biostatistics

Association Study between Diseases and Human Tissue-Specific Epigenomes

About this Master's Thesis
Student Name:	Yang, Yixin
Date Uploaded:	04/14/2023
Research Field:	Biology, Biostatistics and Biology, Bioinformatics
Department:	Biostatistics

Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

About this Master's Thesis
Student Name:	Huo, Runing
Date Uploaded:	04/14/2023
Research Field:	Environmental Health and Statistics
Department:	Biostatistics

Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’s disease dementia

About this Master's Thesis
Student Name:	Guo, Shuyi
Date Uploaded:	04/13/2023
Research Field:	Biology, Genetics and Biology, Biostatistics
Department:	Biostatistics

Unraveling the Impact of Fuzzy Similarity Algorithms on Missing Data Imputation of Heart Bypass Surgery Cohort

Evaluating the Association of COVID-19 Vaccination and New-Onset Diabetes as an Outcome

A Bayesian Hierarchical Excess Mortality Model to Assess the Total Impact of COVID-19 on Opioid Users

Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes

Analysis of Simultaneous Eye-tracking and fMRI Data Collected in Children with ASD

Investigating Missing Data Mechanisms in Substance Abuse Research: Analyzing the Missing-Not-At-Random (MNAR) Pattern of ‘Return to Use’ Data

Assessing the Impact of Misclassification in Case-Control Studies: An Examination of Bayesian Credible Intervals

Estimation of Cognitive Ability in Longitudinal IRT using Univariate Composite Likelihood: Application to the Emory Healthy Brain Study

Identification of Spatially Variable Genes (SVGs)

Machine learning for estimating and comparing clinical rules for treating diarrheal illness with antibiotics

Correlation between biomarkers associated with Alzheimer's disease and the cognitive practice effect

Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019

Identify Unique Subtypes in Recurrent Major Depression Disorder

Kidney Function: Outdoor vs. Indoor Hispanic Agricultural Workers

A Density Ratio Super Learner

Evaluation of Missing Data and Imputation Methods in Environmental Mixtures Analyses using Weighted Quantile Sum regression and Quantile g-computation

Efficient quantification of pattern similarity between spatial genomics and cell morphology

Association Study between Diseases and Human Tissue-Specific Epigenomes

Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’s disease dementia

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