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 or Specialty:	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 or Specialty:	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 or Specialty:	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 or Specialty:	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 or Specialty:	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 or Specialty:	Biostatistics

Multi-tissue differential expression analyses between proxy case and control samples

About this Master's Thesis
Student Name:	Liu, Yutong
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics and Biology, Bioinformatics
Department or Specialty:	Biostatistics

A benchmark of rare cell type detection methods for single-cell RNA sequencing data

About this Master's Thesis
Student Name:	Liu, Jiahui
Date Uploaded:	04/10/2023
Research Field:	Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department or Specialty:	Biostatistics

Bias in Vaccine Effectiveness Estimation Under Changing Testing Probabilities When Using the Test-Negative Design

About this Master's Thesis
Student Name:	Shi, Evelyn
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Selection bias and permutation tests in fMRI

About this Master's Thesis
Student Name:	Wang, Liangkang
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics and Biology, Neuroscience
Department or Specialty:	Biostatistics

Adjusting for selective attrition in a longitudinal study assessing the rate of cognitive decline

About this Master's Thesis
Student Name:	Jia, Yishi
Date Uploaded:	04/09/2023
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Dynamic prediction of survival status in patients undergoing cardiac catheterization using a joint modeling approach

About this Master's Thesis
Student Name:	Xia, Derun
Date Uploaded:	04/09/2023
Research Field:	Health Sciences, Public Health and Biology, Biostatistics
Department or Specialty:	Biostatistics

Time-series Analysis of Seasonal Influenza Activity and Preterm Birth in Atlanta, Georgia from 2010 to 2015

About this Master's Thesis
Student Name:	Wang, Tingyu
Date Uploaded:	04/11/2022
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Bayesian Functional Genome-wide Association Study using Standardized Individual-level and Summary-level GWAS Data

About this Master's Thesis
Student Name:	Wang, Lei
Date Uploaded:	04/11/2022
Research Field:	Biology, Genetics, Biology, Bioinformatics, and Biology, Biostatistics
Department or Specialty:	Biostatistics

The Application of Spatial Regression Analysis in Examining the Relationship Between Drinking Water Contaminants and Cancer Incidence Rates in Iowa and Illinois

About this Master's Thesis
Student Name:	Munir, Sabah
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department or Specialty:	Biostatistics

Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart Defects after Surgical Repair

About this Master's Thesis
Student Name:	Mao, Wenhao
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

TIGAR-V2 with nonparametric Bayesian eQTL weights estimated from GTEx V8 & Leveraging multiple reference panels to improve TWAS power by ensemble machine learning

About this Master's Thesis
Student Name:	Parrish, Randy
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics and Biology, Genetics
Department or Specialty:	Biostatistics

Approaches to Harmonizing Two Functional Assessment Instruments in a Longitudinal Data Set of Aging Adults in the Unites States

About this Master's Thesis
Student Name:	Holloway, JaNae
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data

About this Master's Thesis
Student Name:	Wang, Yawei
Date Uploaded:	04/26/2021
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:	Biostatistics

Heritability Analysis of individual-level pathway scores in GTEx samples

About this Master's Thesis
Student Name:	Dai, Anqi
Date Uploaded:	04/26/2021
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:	Biostatistics

EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RNA sequencing

About this Master's Thesis
Student Name:	Wei, Xin
Date Uploaded:	04/26/2021
Research Field:	Biology, Bioinformatics, Biology, Genetics, and Biology, Biostatistics
Department or Specialty:	Biostatistics

Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples

About this Master's Thesis
Student Name:	Yan, Xiaobo
Date Uploaded:	04/24/2021
Research Field:	Health Sciences, Epidemiology and Biology, Biostatistics
Department or Specialty:	Biostatistics

Machine Learning-based Prediction of the Three Drugs Combination Synergy

About this Master's Thesis
Student Name:	Zhang, Runyuan
Date Uploaded:	04/24/2021
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:	Biostatistics

Risk Stratification for Overall Survival among Metastatic Prostate Cancer Patients Treated by ADT as the First Line Treatment

About this Master's Thesis
Student Name:	Ji,Yuhan
Date Uploaded:	07/29/2020
Research Field:	Health Sciences, Oncology and Biology, Biostatistics
Department or Specialty:	Biostatistics

Whole-blood transcriptional signatures of different severity profiles in patients with influenza A H1N1 infection

About this Master's Thesis
Student Name:	Gu, Chunhui
Date Uploaded:	04/27/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Genome-wide DNA methylation profile change in cancer cell lines under stresses

About this Master's Thesis
Student Name:	Wang, Qingyu
Date Uploaded:	04/24/2020
Research Field:	Biology, Genetics, Biology, Bioinformatics, and Biology, Biostatistics
Department or Specialty:	Biostatistics

Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia

About this Master's Thesis
Student Name:	Tang, Shizhen
Date Uploaded:	04/24/2020
Research Field:	Biology, Genetics and Biology, Biostatistics
Department or Specialty:	Biostatistics

Genotype prediction based on the gene expression data using Random Forest

About this Master's Thesis
Student Name:	Yu, Yanlong
Date Uploaded:	04/24/2020
Research Field:	Marine Geology and Biology, Biostatistics
Department or Specialty:	Biostatistics

Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation

About this Master's Thesis
Student Name:	Fan, Sijian
Date Uploaded:	04/23/2020
Research Field:	Biology, Neuroscience, Biology, Biostatistics, and Statistics
Department or Specialty:	Biostatistics

Hypothesis testing on the number of components in finite mixture models

About this Master's Thesis
Student Name:	Zhang, Mingrui
Date Uploaded:	04/23/2020
Research Field:	Statistics, Biology, Biostatistics, and Mathematics
Department or Specialty:	Biostatistics

Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

About this Master's Thesis
Student Name:	Song, Weishan
Date Uploaded:	04/21/2020
Research Field:	Biology, Biostatistics and Statistics
Department or Specialty:	Biostatistics

Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction

About this Master's Thesis
Student Name:	Wang, Xinhang
Date Uploaded:	04/21/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Consensus clustering of subclone structure for multi-sample sequencing data

About this Master's Thesis
Student Name:	Zheng, Hanyi
Date Uploaded:	04/20/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Association between Lung Dose and Incidence of Pulmonary Toxicity after Total Body Irradiation

About this Master's Thesis
Student Name:	Yu, Mengda
Date Uploaded:	04/18/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta

About this Master's Thesis
Student Name:	Lu, Chenhao
Date Uploaded:	04/17/2020
Research Field:	Geography and Biology, Biostatistics
Department or Specialty:	Biostatistics

Gene Profile Modeling and Integration for EWOC Phase I Clinical Trial Design While Fully Utilizing All Toxicity Information

About this Master's Thesis
Student Name:	Tian, Feng
Date Uploaded:	04/17/2020
Research Field:	Health Sciences, Public Health, Biology, Biostatistics, and Health Sciences, Oncology
Department or Specialty:	Biostatistics

Gamification on Obese Children’s BMI-derivative Outcomes, Physical Activity, and Sugar Sweetened Beverage Consumption

About this Master's Thesis
Student Name:	Chang, Audrey
Date Uploaded:	04/17/2020
Research Field:	Health Sciences, Public Health, Health Sciences, Nutrition, and Biology, Biostatistics
Department or Specialty:	Biostatistics

Timing of Neoadjuvant or Adjuvant Chemotherapy to Surgery and Its Impact on Overall Survival among Breast Cancer Patients

About this Master's Thesis
Student Name:	Qi, Ruowen
Date Uploaded:	04/17/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Safety And Efficacy of Direct Oral Anticoagulants Versus Warfarin for the Treatment of Left Ventricular Thrombus

About this Master's Thesis
Student Name:	Liu, Haoran
Date Uploaded:	04/16/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Exploring Bayesian credible intervals for common epidemiologic effect measures based on cross-sectional data

About this Master's Thesis
Student Name:	Shi, Bowen
Date Uploaded:	04/15/2020
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department or Specialty:	Biostatistics

Biomarker-driven Phase 2 study of Nivolumab in Advanced Metastatic NSCLC

About this Master's Thesis
Student Name:	Yang, Yilin
Date Uploaded:	04/15/2020
Research Field:	Biology, Cell and Biology, Biostatistics
Department or Specialty:	Biostatistics

Neural Network and Calculator for Predicting Breakthrough Febrile Urinary Tract Infections in Children with Primary Vesicoureteral Reflux

About this Master's Thesis
Student Name:	Chen, Jiaoan
Date Uploaded:	04/14/2020
Research Field:	Biology, Biostatistics and Health Sciences, General
Department or Specialty:	Biostatistics

Integrative Omics Analysis for Amyotrophic Lateral Sclerosis

About this Master's Thesis
Student Name:	Wang, Shihua
Date Uploaded:	04/19/2019
Research Field:	Biology, Bioinformatics, Biology, Biostatistics, and Biology, Molecular
Department or Specialty:	Biostatistics

Characterizing the Impact of Integrase Strand-Transfer Inhibitors on Metabolic in Women Living with HIV Using Two Modeling Approaches

About this Master's Thesis
Student Name:	Angert, Chrisitne
Date Uploaded:	04/18/2019
Research Field:	Biology, Biostatistics and Biology, Virology
Department or Specialty:	Biostatistics

Studying the Association between Overall Survival and Metastatic Sites by Breast Cancer Subtypes Based on National Cancer Database

About this Master's Thesis
Student Name:	Guo, Yi
Date Uploaded:	04/14/2019
Research Field:	Health Sciences, Pathology, Health Sciences, Public Health, and Biology, Biostatistics
Department or Specialty:	Biostatistics

Discovery of Airway Fluid Proteins Associated with Progressive Lung Disease and Damage in Early Childhood Cystic Fibrosis

About this Master's Thesis
Student Name:	Chou, Jeffrey
Date Uploaded:	04/10/2019
Research Field:	Biology, Bioinformatics, Statistics, and Biology, Biostatistics
Department or Specialty:	Biostatistics

Reducing the sample size of household nutrient monitoring based on the Fortification Assessment Coverage Tool (FACT) Surveys in four African countries

About this Master's Thesis
Student Name:	Meng, Yan
Date Uploaded:	04/09/2019
Research Field:	Biology, Biostatistics and Health Sciences, Nutrition
Department or Specialty:	Biostatistics

Traditional versus Competing Risks Approaches in the Modeling of Survival Time

About this Master's Thesis
Student Name:	Zhang, Chao
Date Uploaded:	04/09/2019
Research Field:	Statistics, Health Sciences, Public Health, and Biology, Biostatistics
Department or Specialty:	Biostatistics

A Novel Network Connectivity Measure with Application to Multimodal Brain Imaging Study

About this Master's Thesis
Student Name:	Yang, Xinyi
Date Uploaded:	04/09/2019
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

Optimizing Cluster Survey Designs for Trachomatous Inflammation-Follicular in Amhara Region, Ethiopia

About this Master's Thesis
Student Name:	Gallini, Julia
Date Uploaded:	04/09/2019
Research Field:	Health Sciences, Public Health and Biology, Biostatistics
Department or Specialty:	Biostatistics

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