Index Catalog // Emory Theses and Dissertations

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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:	Biostatistics

Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

About this Master's Thesis
Student Name:	Huo, Runing
Date Uploaded:	04/14/2023
Research Field:	Environmental Health and Statistics
Department:	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:	Biostatistics

Generative Adversarial Networks as a Method to Produce Elliptic Curves by Rank

About this Honors Thesis
Student Name:	Cox, John
Date Uploaded:	12/07/2021
Research Field:	Statistics and Mathematics
Department:	Quantitative Science

Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

About this Master's Thesis
Student Name:	Song, Weishan
Date Uploaded:	04/21/2020
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Investigation of relationship between psychosocial profile and cardiovascular health among African Americans

About this Master's Thesis
Student Name:	Jiang, Huige
Date Uploaded:	04/16/2020
Research Field:	Statistics and Psychology, Social
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

Network-Based Machine Learning Methods for Omics Data

About this Dissertation
Student Name:	Kong, Yunchuan
Date Uploaded:	02/27/2020
Research Field:	Biology, Bioinformatics, Statistics, and Computer Science
Department:	Biostatistics

Machine Learning Methods in Large Scale Neuroimaging Study

About this Dissertation
Student Name:	He, Qing
Date Uploaded:	11/11/2017
Research Field:	Statistics
Department:	Biostatistics