Index Catalog // Emory Theses and Dissertations

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1. Novel Machine Learning Methods for Genomic Data Analysis

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

2. Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials

Student Name:: Schader, Lindsey
Date Uploaded:: 11/21/2023
Research Field:: Statistics
Department or Specialty:: Biostatistics

3. Advances in Causal Inference to Support Vaccine Development and Evaluation

Student Name:: Jin, Yutong
Date Uploaded:: 07/23/2023
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

4. Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

Student Name:: Ge, Lin
Date Uploaded:: 04/28/2023
Research Field:: Statistics, Mathematics, and Health Sciences, Epidemiology
Department or Specialty:: Biostatistics

5. Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

Student Name:: Nizam, Sohail
Date Uploaded:: 04/07/2023
Research Field:: Statistics and Computer Science
Department or Specialty:: Biostatistics

6. Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Student Name:: Tian, Ganzhong
Date Uploaded:: 08/04/2022
Research Field:: Statistics, Health Sciences, Aging, and Biology, Biostatistics
Department or Specialty:: Biostatistics

7. Statistical Methods for Analyzing Compositional Human Microbiome Data

Student Name:: Hu, Yingtian
Date Uploaded:: 07/28/2022
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

8. Statistical Methods for Mediation Analysis of Omics Data

Student Name:: Lane, Andrea
Date Uploaded:: 06/28/2022
Research Field:: Statistics and Health Sciences, Public Health
Department or Specialty:: Biostatistics

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

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

10. Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Student Name:: Ma, Xin
Date Uploaded:: 04/18/2022
Research Field:: Statistics and Biology, Biostatistics
Department or Specialty:: Biostatistics