Chapter 5 — Bayesian statistics

See the excerpt from Chapter 5 for a preview of the Bayesian statistics topics covered in the book.

Notebooks

Each notebook contains the code examples from one section of the 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 linear models 53_Bayesian_linear_models.ipynb
• Bayesian difference between means 54_difference_between_means.ipynb
• Hierarchical models 55_hierarchical_models.ipynb