Intermediate Bayesian Inference

Welcome to AMS206B Winter 2015!!   


General Class Information

Instructor: Dr. Juhee Lee

Office: Baskin Engineering 359C
Email: juheelee@soe.ucsc.edu 
Office Hours: Monday 2:00-3:00pm, Friday 1:30-2:30pm, or by appointment

Lectures:Tuesday, Thursday 10:00- 11:45am, Soc Sci 165

Course Description: The course covers Bayesian statistical methods for inference and prediciton including prior, likelihood, posterior and predictive distributions; exchangeability; coherence and calibration; conjugate analysis; Markow Chain Monte Carlo methods for simulation-based computation; hierarchical modeling; Bayesian model selection.

 

Instructors and Assistants