Bayesian Analysis

Supplemental Readings

• Chapter 17 of Learning Statistics with R (Navarro, version 0.6)
• Fitting a Model by Maximum Likelihood (Collier, 2013).
• Kruschke’s website for Doing Bayesian Data Analysis
• Kruschke’s blog
• Andrew Gelman’s blog - Posts about bayesian statistics

Videos

Rasmus Bååth’s Introduction to Bayesian Data Analysis Video Series

John Kruschke’s Video Series

Bayesian Methods Interpret Data Better

Bayesian Estimation Supersedes the t Test

Precision is the goal