Bayesian Inference

Probability and Statistics (8): Bayesian Statistics — Priors, Posteriors, and Why Frequentists Argue

Bayesian inference from first principles: posterior distributions, conjugate priors, the Beta-Binomial and Normal-Normal models, credible intervals, predictive distributions, MCMC intuition, and deep connections to …