Session 2

More Basics

Further reading and materials

Statistical Rethinking

• Read: Chapter 02
• Watch: Chapter 02 on YouTube

MCMC

David MacKay

• Watch: MCMC videolectures

Marcel van Oijen

• FAQ Bayesian Calibration and MCMC

Presentations

🖥️ Lecture 2 a- More Basics

🖥️ Lecture 2 b- Markov Chain Monte Carlo MCMC

Practicals

• R demonstrations and optional examples - Markov Chain Monte Carlo

• R interactive MCMC linear regression example - Markov Chain Monte Carlo

• Excel Spreadsheet - Markov Chain Monte Carlo linear regression example

Back to course schedule ⏎