ORIE 6780

Last Updated

  • Schedule of Classes - June 7, 2023 8:54PM EDT
  • Course Catalog - June 7, 2023 7:14PM EDT

ORIE 6780
Bayesian Statistics and Data Analysis

Course information provided by the Courses of Study 2022-2023.

Priors, posteriors, Bayes estimators, decision theory, asymptotic theory, Bayes factors, credible regions, hierarchical models, nonparametric Bayes, computational methods, Bayesian robustness, and applications. This is a theory-oriented course intended for PhD students. For a more applied introduction to Bayesian statistics, students should take STSCI 4780, Bayesian Data Analysis: Principles and Practice, which is offered in the spring.

When Offered Spring.

Prerequisites/Corequisites Prerequisite: ORIE 6700 or an equivalent course in mathematical statistics. A basic knowledge of R is assumed.

View Enrollment Information

Syllabi:

  •   Regular Academic Session.  Combined with: STSCI 6780

  • 3 Credits Stdnt Opt

  • 11656 ORIE 6780   LEC 001

  •  

  • Instruction Mode: In Person