Bayesian Methods

Statistics

Bayesian Methods

Priors, posteriors and probabilistic reasoning.

Bayesian Statistics: Evidence, Belief & Learning by Updating

Statistics

Bayesian

Probability

Machine Learning

An end-to-end Bayesian case study: cancer screening, priors, likelihoods, posteriors, Bayesian vs frequentist inference, Naive Bayes classification, Bayesian regression, model persistence and interactive prediction.

Oct 3, 2026

26 min

Bayesian Thinking: Statistical Philosophy & Rational Updating

Statistics

Bayesian

Probability

Philosophy

Decision Science

Probability as rational uncertainty: Bayesian reasoning, frequentist contrast, sparse evidence, zero-event risk, cognition, corporate decision systems and the frontier of statistical inference.

Oct 3, 2026

17 min