Think Bayes 2

by Allen B. Downey

The HTML version of this book is here.

Think Bayes is an introduction to Bayesian statistics using computational methods.

Print and electronic versions of this book are available from Bookshop.org, Amazon, and O'Reilly Media.

For each chapter, there is a Jupyter notebook, below, where you can read the text, run the examples, and work on the exercises.

You can read the free version of the book by following the links on the left.

If you are looking for solutions to the exercises, follow the links on the left.

Think Bayes is a Free Book. It is available under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0), which means that you are free to copy and modify it, as long as you attribute the work and don’t use it for commercial purposes.

Other Free Books by Allen Downey are available from Green Tea Press.

Run the notebooks

Download the notebooks as a Zip file

Or use these links to run the notebooks on Colab:

• Chapter 1

• Chapter 2

• Chapter 3

• Chapter 4

• Chapter 5

• Chapter 6

• Chapter 7

• Chapter 8

• Chapter 9

• Chapter 10

• Chapter 11

• Chapter 12

• Chapter 13

• Chapter 14

• Chapter 15

• Chapter 16

• Chapter 17

• Chapter 18

• Chapter 19

• Chapter 19 updated for PyMC version 5

• Chapter 20