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STAT 8700 BAYESIAN STATISTICS (3 credits)
The objective of this course is to introduce the Bayesian approach to statistical inference. Topics covered include: Review of probability, Bayes theorem, and Likelihood; The Bayesian methodology, prior and posterior distributions; Choices of prior distribution, conjugate and Jeffreys priors; Credible intervals and inference; Bayesian computation - Markov Chain Monte Carlo and the Gibbs Sampler; Hierarchical models; Regression models.
Prerequisite(s): MATH 8756 or equivalent or permission of instructor.
Business Administration, MBA
...8300 , ISQA 9130 or STAT 8436 , and a...ECON 8300 substitutes BSAD 8700 . 2 Successful completion...
Business Administration, MBA and Economics, MS (MBA/ECON)
...8300 , ISQA 9130 or STAT 8436 , and a...ECON 8300 substitutes BSAD 8700 . 2 Successful completion...