STAT 5675

Bayesian Data Analysis

University of Connecticut-Stamford · UGRD · Fall 2026

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Theory of statistical inference based on Bayes' Theorem: basic probability theory, linear/nonlinear, graphical, and hierarchical models, decision theory, Bayes estimation and hypothesis testing, prior elicitation, Gibbs sampling, the Metropolis-Hastings algorithm, Monte Carlo integration.

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Class #connecticut_stamford-6866Fall 2026UGRD3 credits
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