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ISYE 6412. Theoretical Statistics. 3 Credit Hours.

Rigorous introduction to theory of statistical inference. Estimation and testing. Construction and assessment of estimators and tests. Fundamentals of decision theory, minimax, and Bayes Paradigms.

Doctor of Philosophy with a major in Machine Learning

http://www.catalog.gatech.edu/programs/machine-learning-phd/

...mathematical analysis of fundamental problems in statistics. ISYE 6412, Theoretical Statistics ECE 7251, Signal Detection...