From Priors to Predictions: An Intuitive Introduction to Bayesian Inference
02 August 2025
An intuitive introduction to Bayesian inference, from Bayes' theorem and likelihoods to hands-on modelling with Gamma-distributed wait times. We show how Bayesian methods estimate full distributions over parameters, quantify uncertainty, and enable probabilistic predictions, wrapping up with a practical example using Stan.