Bayesian statistics

Prior distributions, posterior inference, MCMC

Also known as: Bayesian Methods, Bayesian Data Analysis

12 lecture recordings, about 21 hours

Lecture recordings

Прочие каналы — Bayesian Statistics in Python or R, 14 lectures
Прочие каналы — Bayesian statistics talks etc., 28 lectures
Прочие каналы — Bayesian mindset, 24 lectures
Richard McElreath — Bayesian statistics, 20 lectures
Richard McElreath — Statistical Rethinking Winter 2015, 21 lectures
Richard McElreath — Statistical Rethinking 2026 Beginner Section A, 10 lectures

What you need first

Mathematical statistics

Field of knowledge

Probability and statistics

The map of knowledge