Index Catalog // Emory Theses and Dissertations

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1. Generalized Quantile Random Forest with Smoothed Estimating Equations

Student Name:: Sui, Jiayu
Date Uploaded:: 04/10/2023
Research Field:: Applied Mathematics and Statistics
Department or Specialty:: Mathematics

2. Applications of Remote Sensing Data in Air Pollution Modeling and Utilization of Model-Derived Exposure Estimates in Epidemiological Studies

Student Name:: Vu, Bryan
Date Uploaded:: 08/10/2021
Research Field:: Remote Sensing, Environmental Health, and Health Sciences, Public Health
Department or Specialty:: Environmental Health

3. Application and Interpretation of Dengue Fever Diagnostic and Prognostic Modeling in Yucatan, Mexico With Random Forest and Logistic Regression

Student Name:: Corbett, Patrick
Date Uploaded:: 05/03/2021
Research Field:: Statistics, Health Sciences, Epidemiology, and Health Sciences, Public Health
Department or Specialty:: Epidemiology

4. Assessment of High-Resolution PM2.5 Exposures and Changes in PM2.5 Cardiorespiratory Disease Associations Over Time

Student Name:: Bi, Jianzhao
Date Uploaded:: 06/09/2020
Research Field:: Environmental Health and Atmospheric Sciences
Department or Specialty:: Environmental Health

5. Genotype prediction based on the gene expression data using Random Forest

Student Name:: Yu, Yanlong
Date Uploaded:: 04/24/2020
Research Field:: Marine Geology and Biology, Biostatistics
Department or Specialty:: Biostatistics

6. Identifying land use and meteorological factors associated with the ratio of personal PM2.5 exposures versus ambient concentration in a panel of college students

Student Name:: Mohanty, Sarita
Date Uploaded:: 04/15/2020
Research Field:: Statistics, Biology, Biostatistics, and Environmental Studies
Department or Specialty:: Biostatistics

7. Applying Weighted Random Forest Algorithm on Metabolic Pathways Selection

Student Name:: Xiao, Yi
Date Uploaded:: 04/09/2019
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

8. A Predictive Random Forest Model on Hospital 30-Day Readmission using Electronic Health Records

Student Name:: Lin, Xia
Date Uploaded:: 08/28/2018
Research Field:: Health Sciences, Public Health
Department or Specialty:: Biostatistics and Bioinformatics