ORIE 6780

Last Updated

  • Schedule of Classes - June 10, 2022 7:44AM EDT
  • Course Catalog - June 9, 2022 7:14PM EDT

ORIE 6780
Bayesian Statistics and Data Analysis

Course information provided by the Courses of Study 2021-2022.

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.

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Syllabi: none

  •   Seven Week - First.  Combined with: STSCI 6780

  • 3 Credits Stdnt Opt

  • 19593 ORIE 6780   LEC 001

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  • Instruction Mode: In Person