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- math-6318 - an-introduction-to-bayesian-statistics
Texas A & M University-Corpus Christi Course Info
Corpus Christi, Texas
Course Info
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MATH 6318
An Introduction to Bayesian Statistics
(3:0)An introduction to Bayesian Statistics for scientists. Topics include: Bayesian paradigm, with advantages and disadvantages; brief coverage of probability and calculus; basics of Markov Chain Monte Carlo methods, including the Gibbs sampler and the Metropolis-Hastings algorithm; validating, comparing, and interpreting Bayesian models; and examples from literature relevant to students interests. The course assumes no prior exposure to calculus or programming
Units: 3.0