Module 2.1: Conjugacy; Beta-Bernoulli and beta-binomial models

Required:

• A First Course in Bayesian Statistical Methods by Peter D. Hoff.:
  • Section 3.1: The binomial model (page 31 - 39)

Optional:

• Bayesian Data Analysis (Third Edition) by Andrew Gelman, John Carlin, Hal Stern, David Dunson, Aki Vehtari, and Donald Rubin.:
  • Section 2.1: Estimating a probability from binomial data
  • Section 2.2: Posterior as compromise between data and prior information