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Statistical Rethinking 2023 - The Garden of Forking Data

Statistical Rethinking 2023 - The Garden of Forking Data

Richard McElreath via YouTube Direct link

Probability

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Probability

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Statistical Rethinking 2023 - The Garden of Forking Data

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  1. 1 Introduction
  2. 2 Generative model
  3. 3 The Garden of Forking Data
  4. 4 Bayesian updating
  5. 5 Probability
  6. 6 Testing
  7. 7 Pause
  8. 8 Infinite possibilities and the beta distribution
  9. 9 Posterior distributions
  10. 10 Sampling and prediction
  11. 11 Summary
  12. 12 Bonus Round: Misclassification

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