Apr 20, 2024  
2020-2021 Graduate Catalog 
    
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2020-2021 Graduate Catalog [NOTE!!!! THIS IS AN ARCHIVED CATALOG. FOR THE CURRENT CATALOG, GO TO CATALOG.NIU.EDU]

STAT 625 - Bayesian Statistics

Bayesian inference, loss function and risk, one parameter models and posterior inference, conjugate priors, non-informative priors, multi-parameter models, Bayesian computation, Gibbs sampling and Markov chain Monte Carlo methods and applications in different areas. Additional topics may include decision theory, theoretical and convergence properties of the Markov chain samplers, Bayesian model checking, selection and assessment criteria, hierarchical models, Bayesian survival analysis.

Prerequisites & Notes
PRQ: STAT 510 or consent of department.

Credits: 3