Just in case people here are interested, here is a video of a seminar talk I was invited to give to the Psychology department at the University of Leicester, UK. I go through some examples using Julia and Turing. As well as a simple linear regression example, I give examples of two Bayesian cognitive models:

- Delay discounting in a decision making experiment
- A Bayesian optimal observer model of a visual attention experiment

Video: A beginners guide to Bayesian Cognitive Modelling - YouTube [45 mins]

GitHub repo: GitHub - drbenvincent/2021-Leicester-seminar: Code for a seminar talk at University of Leicester, UK

PS: If you like this kind of thing, then you can retweet this https://twitter.com/inferencelab/status/1364962838196977667?s=21