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# Khai X. Chiong

Assistant Professor

Naveen Jindal School of Management

University of Texas at Dallas

## MECO 7312: Advanced Statistics and Probability

Syllabus

Lecture 1: Basic probability theory

Lecture 2: Expectation and transformation of random variables

Lecture 3: Multivariate random variables

Lecture 4: Common families of distributions

Lecture 5: Properties of random samples

Lecture 6: Large sample theory

Lecture 7: Point estimation

Lecture 8: Maximum likelihood estimation I

Lecture 9A: Maximum likelihood estimation II

Lecture 9B: Bayesian inference

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