Index Catalog // Emory Theses and Dissertations

LARGE EXOME SEQUENCING STUDY ANALYZING X-LINKED VARIATION IN AUTISM SPECTRUM DISORDER

About this Master's Thesis
Student Name:	Weaver, Nick
Date Uploaded:	04/25/2024
Research Field:	Biology, Biostatistics, Health Sciences, Epidemiology, and Biology, Genetics
Department or Specialty:	Epidemiology

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

Response kinetics of IgG antibodies against SARS-CoV-2 targets: comparing vaccinated and non-vaccinated US clinical patients through linear analysis of Binding Antibody Units

About this Master's Thesis
Student Name:	Sandford, Ryan
Date Uploaded:	04/21/2023
Research Field:	Health Sciences, Epidemiology, Biology, Molecular, and Biology, Biostatistics
Department or Specialty:	Epidemiology

Assessing the role of inflammation on iron biomarkers in school-age children and adolescents, the BRINDA project

About this Master's Thesis
Student Name:	Nieckula, Emily
Date Uploaded:	04/19/2023
Research Field:	Biology, Biostatistics, Health Sciences, Nutrition, and Health Sciences, Public Health
Department or Specialty:	Hubert Department of Global Health

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

Exploring the Genetics and Biological Pathways of Obesity through Computational Biology and Statistical Approaches

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

Statistical methods for modeling the association between repeated measures of hemoglobin during pregnancy and adverse birth outcomes

About this Master's Thesis
Student Name:	Zhang, Ziwei
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics and Health Sciences, Nutrition
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

Iron Biomarker Profiles and Prediction of Iron Deficiency Anemia among Women of Reproductive Age in the US

About this Master's Thesis
Student Name:	Du, Mengke
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics, Health Sciences, Nutrition, and Health Sciences, Public Health
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

Potential biomarkers for ALS/FTD as a consequence of TDP-43 loss of function

About this Master's Thesis
Student Name:	Shi, Xianglin
Date Uploaded:	04/09/2023
Research Field:	Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department or Specialty:	Biostatistics

Association between drug usage time and gene expression-based pathway score in HNSCC patients

About this Master's Thesis
Student Name:	Xu, Haoling
Date Uploaded:	04/09/2023
Research Field:	Biology, Biostatistics and Biology, Bioinformatics
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

Correlation analysis between MRI brain image and gene expression using ADNI data.

About this Master's Thesis
Student Name:	Liu, Yajie
Date Uploaded:	04/11/2022
Research Field:	Biology, Bioinformatics 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

Comparing Methods to Handle Missing Data in the Estimation of Population Attributable Factors of Anemia in Preschool Children

About this Master's Thesis
Student Name:	Ren, Qingqi
Date Uploaded:	04/26/2021
Research Field:	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

The Confounders Imbalance vs. Choices between Multiple Regression and Propensity Score Approaches

About this Master's Thesis
Student Name:	Gao, Xingyu
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics
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

Evaluation of color space transformations in separating anemia vs control subjects

About this Master's Thesis
Student Name:	Shan, Chenlu
Date Uploaded:	04/26/2021
Research Field:	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

Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Binding Affinity

About this Master's Thesis
Student Name:	Jiang, Jiahui
Date Uploaded:	04/25/2021
Research Field:	Biology, Bioinformatics 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

A Propensity Score Matching Analysis of Selected Maternal Sexually Transmitted Diseases and Preterm Birth in the United States, 2016 to 2018

About this Master's Thesis
Student Name:	Cao, Yichun
Date Uploaded:	04/28/2020
Research Field:	Health Sciences, Epidemiology 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

Effect of Surveillance Imaging in Relapse Detection on Survival of Patients with Follicular Lymphoma

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

The Effect of Radiation on Overall Survival among Metastatic Prostate Cancer Patients treated by ADT as the first-line treatment

About this Master's Thesis
Student Name:	Zhou, Jingru
Date Uploaded:	04/24/2020
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

Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease

About this Master's Thesis
Student Name:	Zhang, Lidan
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

Comparison of Oral Metolazone versus Oral Chlorothiazide in Patients with Acute Decompensated Heart Failure with Loop Diuretic Resistance

About this Master's Thesis
Student Name:	Wang, Xiao
Date Uploaded:	04/22/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

The impact of quality control exclusion criteria on functional connectivity in children with neurodevelopmental disorders

About this Master's Thesis
Student Name:	Wang, Liwei
Date Uploaded:	04/22/2020
Research Field:	Biology, Biostatistics
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

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