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

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 or Specialty:	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 or Specialty:	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 or Specialty:	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 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

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 or Specialty:	Biostatistics

Statistical approaches to understanding between and within host dynamics of infectious disease agent replication

About this Dissertation
Student Name:	Coates, Jessica
Date Uploaded:	05/05/2022
Research Field:	Biology, Microbiology, Statistics, and Biology, General
Department or Specialty:	Biological and Biomedical Sciences

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