GREAT Astrostats 2013 summer school

Bayesian statistics

Parameter estimation, model comparison, time series analysis, and stochastic processes

Lecturer: Coryn Bailer-Jones (Email: calj AT mpia.de)

Two 3 hour lectures including computer-based exercises, as part of the GREAT Astrostats 2013 summer school, Alicante, 17-21 June 2013.

• Lecture 1: Bayesian parameter estimation and model comparison (PDF)
• Lecture 2: Bayesian time series analysis and stochastic processes (PDF)
• Rcode (ZIP)
• Data (ZIP)