Bayesian Inference
STAT 220
Subject & Catalog Number
Course Information
Description
Bayesian theory, methods, and applications. Bayesian regression models, exponential family models, mixture models, and hierarchical models. Decision analysis and frequentist properties. Model checking and model comparison.
Course Notes
For Spring 2026, STAT 220 D001 (Tu 9-10:15am) will meet in Maxwell-Dworkin 223.
School
Faculty of Arts & Sciences
Credits
4
Cross Reg
Available for Harvard Cross Registration
Department
Statistics
Course Component
Lecture
NOTE: This course requires additional sections; you will be prompted to choose secondary components during the Add to Cart process
General Education
N/A
Quantitative Reasoning with Data
Yes
Divisional Distribution
Science & Engineering & Applied Science
Course Level
Primarily for Graduate Students
