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

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

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. 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

5. 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

6. 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

7. Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

Student Name:: Murden, Raphiel
Date Uploaded:: 07/27/2021
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

8. New Statistical Methods for Complex Survival Analysis Problems

Student Name:: Wei, Bo
Date Uploaded:: 07/23/2021
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

9. Latent Class Methods for Complex Chronic Disease Data

Student Name:: Fei, Teng
Date Uploaded:: 07/20/2021
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

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

Student Name:: Li, Yiheng
Date Uploaded:: 07/07/2021
Research Field:: Biology, Neuroscience, Statistics, and Biology, Biostatistics
Department or Specialty:: Biostatistics