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MATH 6262. Advanced Statistical Inference I. 3 Credit Hours.

Basic theories of statistical estimation, including optimal estimation in finite samples and asymptotically optimal estimation. A careful mathematical treatment of the primary techniques of estimation utilized by statisticians.

Doctor of Philosophy with a major in Machine Learning

...Statistics ECE 7251, Signal Detection and Estimation MATH 6262, Statistical Estimation Machine Learning: Theory and...