Index Catalog // Emory Theses and Dissertations

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Filtering by: Department / Specialty Biostatistics Keyword Causal Inference Research Field Statistics

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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 or Specialty:	Biostatistics

Advances in Causal Inference to Support Vaccine Development and Evaluation

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

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 or Specialty:	Biostatistics

Estimation of Potential Outcomes when Treatment Assignment and Discontinuation Compete in Observational Data

About this Dissertation
Student Name:	Lu, Xin
Date Uploaded:	08/28/2018
Research Field:	Biology, Biostatistics, Statistics, and Health Sciences, Epidemiology
Department or Specialty:	Biostatistics

Quantifying the Impact of Local SUTVA Violations in Spatiotemporal Causal Models

About this Dissertation
Student Name:	Noreen, Samantha
Date Uploaded:	04/20/2018
Research Field:	Statistics and Biology, Biostatistics
Department or Specialty:	Biostatistics