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Super learner
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Improvements in statistical machine learning for current problems in public health
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Year
Spring 2022
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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
Health Sciences, Health Care Management
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Health Sciences, Public Health
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Statistics
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Committee
David Benkeser, Emory University
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Hao Wu, Emory University
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Seth Berkowitz, University of North Carolina at Chapel Hill
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Zhaohui (Steve) Qin, Emory University
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Causal inference
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Healthcare expenditure
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Huber loss
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Super learner
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Two-part model
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