/statistical-rethinking-exercises

Python implementations of the exercises from the "statistical rethinking" textbook

Primary LanguageJupyter Notebook

Exercises for Statistical Rethinking by Richard McElreath

Python implementation for textbook end-of-chapter exercises. Started Jan 2024 and continuously updated.

Heavily inspired by code written and shared on the pymc-resources github

Based on version 1 of the textbook found here

Additional information on the book can be found here

Dependencies

  • arviz
  • matplotlib
  • numpy
  • pymc3
  • scipy
  • seaborn