May 15, 2021  
2018-2019 Cal State East Bay Catalog 
    
2018-2019 Cal State East Bay Catalog [ARCHIVED CATALOG]

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STAT 681 - Bayesian Statistics


Units: 2
Bayes Theorem, subjective probability, conjugate priors, non-informative priors, posterior estimation, credible intervals, prediction, sensitivity analysis, comparison to classical procedures. MCMC, Gibbs sampling, hierarchical Bayesian models. Use of statistical software. Report writing.

Prerequisites: STAT 630.
Equivalent Quarter Course: STAT 6550.
Possible Instructional Methods: Entirely On-ground.
Grading: ABC/NC grading only.



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