Think Stats, 3rd edition — Think Stats, 3rd edition (original) (raw)
Think Stats, 3rd edition#
Think Stats is an introduction to Probability and Statistics for Python programmers. If you have basic skills in Python, you can use them to learn concepts in probability and statistics and practical skills for working with data.
The third edition is available now from Bookshop.org and Amazon (those are affiliate links). If you are enjoying the free, online version, consider buying me a coffee.
Here is the landing page for the third edition at Green Tea Press.
- This book emphasizes simple techniques you can use to explore real datasets and answer questions that matter.
- It includes case studies using datasets from the National Institutes of Health and other sources.
- Many of the exercises use short programs to run experiments and help readers develop understanding.
This book is available under a Creative Commons license, which means that you are free to copy, distribute, and modify it, as long as you attribute the source and don’t use it for commercial purposes.
The notebooks#
Introduction to Jupyter:
- If you are not familiar with running Jupyter notebooks on Colab, you might want to start with this introduction
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: