Lecture 14: Basics of Hypothesis Testing

Readings

• A First Course in Bayesian Statistical Methods by Peter D. Hoff
  • page 16
• Bayesian Data Analysis (Third Edition) by Andrew Gelman, John Carlin, Hal Stern, David Dunson, Aki Vehtari, and Donald Rubin.:
  • Section 7.4: Model comparison using Bayes factors
• The Bayesian Choice (Second Edition) by Christian Robert
  • 5: Tests and Confidence Regions
  • 5.1: Introduction
  • 5.2: A first approach to testing theory
  • 5.3: Comparison with the classical approach
  • 5.4: A second decision-theoretic approach