The Bayes Way

The Bayes Way - this page - is a small subset of the best articles, papers, videos and books to learn Probability and Statistics. It is a way to reduce the signal-noise ratio for beginners.

The Bayes Way - this page - is a small subset of the best articles, papers, videos and books to learn Probability and Statistics. It is a way to reduce the signal-noise ratio for beginners.

Introduction to Probability - Joseph K. Blitzstein, Jessica Hwang

A Studentâ€™s Guide to Bayesian Statistics - Ben Lambert and its video lectures

A First Course in Bayesian Statistical Methods - Peter D. Hoff

Doing Bayesian Data Analysis: A Tutorial Introduction with R - John K. Kruschke

Statistical Rethinking - Richard McElreath and Statistical Rethinking Winter 2019 video lectures

Probability Theory: The Logic of Science - E.T. Jaynes and Aubrey Clayton lectures on the key chapters of Probability Theory The Logic of Science

Information Theory, Inference and Learning Algorithms - David J.C. MacKay