Statistical Rethinking (2nd Edition)
Statistical Rethinking (2nd Edition) with Tensorflow Probability
Preface
1. The Gloem of Prague
2. Small Worlds and Large Worlds
3. Sampling the Imaginary
4. Geocentric Models
5. The Many Variables & The Spurious Waffles
6. The Haunted DAG and The Causal Terror
7. Ulysses’ Compass
8. Conditional Manatees
9. Markov Chain Monte Carlo
10. Big Entropy and The Generalized Linear Model
11. God Spiked the Integers
12. Monsters and Mixtures
13. Models with Memory
14. Adventures in Covariance
15. Missing Data and Other Opportunities
16. Generalized Linear Madness
17. Horoscopes
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Index