Feb 17, 2025  
2021-2022 Graduate Catalog 
    
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STA 753 - Bayesian Data Analysis


Credits 3

This course will present methods for statistical modeling and data analysis from a Bayesian perspective. Topics include: Bayes’ Theorem, prior and posterior distributions, computational algorithms for posterior simulation, statistical software and programming, as well as model formulation and diagnostics for linear, generalized linear, and hierarchical models.

Prerequisites
  or equivalent, or consent of instructor.