Statistical Rethinking Interactive
An interactive educational web app based on Statistical Rethinking by Richard McElreath. Read theory, visualize mathematical formulas, and run R code directly in your browser.
Interactive Theory
Content structured by chapters and sections
Math Formulas
Rendered with KaTeX
Live R Code
Run R in the browser with WebR
Bilingual
English and Spanish
Table of Contents
- 1. The Golem of Prague (4 sections)
- 2. Small Worlds and Large Worlds (6 sections)
- 3. Sampling the Imaginary (5 sections)
- 4. Linear Models (7 sections)
- 5. Multivariate Linear Models (7 sections)
- 6. Overfitting, Regularization, and Information Criteria (7 sections)
- 7. Interactions (6 sections)
- 8. Markov Chain Monte Carlo (6 sections)
- 9. Big Entropy and the Generalized Linear Model (4 sections)
- 10. Counting and Classification (5 sections)
- 11. Monsters and Mixtures (5 sections)
- 12. Multilevel Models (6 sections)
- 13. Adventures in Covariance (6 sections)
- 14. Missing Data and Other Opportunities (4 sections)
- 15. Horoscopes