Index Catalog // Emory Theses and Dissertations

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Generalized Quantile Random Forest with Smoothed Estimating Equations

About this Honors Thesis
Student Name:	Sui, Jiayu
Date Uploaded:	04/10/2023
Research Field:	Applied Mathematics and Statistics
Department:	Mathematics

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

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

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

About this Master's Thesis
Student Name:	Corbett, Patrick
Date Uploaded:	05/03/2021
Research Field:	Statistics, Health Sciences, Epidemiology, and Health Sciences, Public Health
Department:	Epidemiology

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

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

Genotype prediction based on the gene expression data using Random Forest

About this Master's Thesis
Student Name:	Yu, Yanlong
Date Uploaded:	04/24/2020
Research Field:	Marine Geology and Biology, Biostatistics
Department:	Biostatistics

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

About this Master's Thesis
Student Name:	Mohanty, Sarita
Date Uploaded:	04/15/2020
Research Field:	Statistics, Biology, Biostatistics, and Environmental Studies
Department:	Biostatistics

Applying Weighted Random Forest Algorithm on Metabolic Pathways Selection

About this Master's Thesis
Student Name:	Xiao, Yi
Date Uploaded:	04/09/2019
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department:	Biostatistics

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

About this Master's Thesis
Student Name:	Lin, Xia
Date Uploaded:	08/28/2018
Research Field:	Health Sciences, Public Health
Department:	Biostatistics and Bioinformatics