Index Catalog // Emory Theses and Dissertations

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Novel Machine Learning Methods for Genomic Data Analysis

About this Dissertation
Student Name:	Wang, Shiyu
Date Uploaded:	04/18/2024
Research Field:	Artificial Intelligence, Biology, Biostatistics, and Statistics
Department or Specialty:	Biostatistics

Omniscience in Adversarial Causal Inference: Implications for Balancing Estimators of Average Treatment Effects

About this Honors Thesis
Student Name:	Wang, Jiayi (Harper)
Date Uploaded:	04/10/2024
Research Field:	Biology, Biostatistics and Statistics
Department or Specialty:	Quantitative Science

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

Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis

About this Master's Thesis
Student Name:	Li, Yiheng
Date Uploaded:	07/07/2021
Research Field:	Biology, Neuroscience, Statistics, and Biology, Biostatistics
Department or Specialty:	Biostatistics