# Chapter 5 — Bayesian statistics#

See the Chapter 5 outline for an overview of what is covered.

## Notebooks#

Each notebook contains the code examples from corresponding section in book. If you’re reading the book, you should follow along by running the commands in the these notebooks, to check all the probability calculations for yourself.

Introduction to Bayesian statistics 51_intro_to_Bayesian_stats.ipynb

Bayesian inference computations 52_Bayesian_inference_computations.ipynb

Bayesian difference between means 53_difference_between_means.ipynb

Bayesian linear models 54_Bayesian_linear_models.ipynb

Hierarchical models 55_hierarchical_models.ipynb