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Targeted Maximum Likelihood Estimation
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Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials
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Year
Fall 2023
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School
Laney Graduate School
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Department / Specialty
Biostatistics
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Degree
Ph.D.
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Submission Type
Dissertation
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Research Field
Statistics
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Committee
Dr. Ashley Naimi, Emory University
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Dr. David Benkeser, Emory University
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Dr. Razieh Nabi, Emory University
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Dr. Robert Lyles, Emory University
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Average Treatment Effect
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Average Treatment Effect on the Treated
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Causal Inference
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Doubly Robust Estimators
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Machine Learning
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