STA 145 - Bayesian Statistical Inference

Institution:

University of California-Davis

Subject:

Description:

Lecture-3 hours; laboratory-1 hour. Prerequisite:courses 130A and 130B, or 131A and 131B, or the equivalent. Subjective probability, Bayes Theorem, conjugate priors, non-informative priors, estimation, testing, prediction, empirical Bayes methods, properties of Bayesian procedures, comparisons with classical procedures, approximation techniques, Gibbs sampling, hierarchical Bayesian analysis, applications, computer implemented data analysis. Offered in alternate years.-(II.)

Credits:

4.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.ucdavis.edu

Phone Number:

(530) 752-1011

Regional Accreditation:

Western Association of Schools and Colleges

Calendar System:

Quarter

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