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Statistical Rethinking 2022 - Overfitting

Statistical Rethinking 2022 - Overfitting

Richard McElreath via YouTube Direct link

Cross-validation

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Cross-validation

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Statistical Rethinking 2022 - Overfitting

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  1. 1 Introduction
  2. 2 Problems of prediction
  3. 3 Cross-validation
  4. 4 Regularization
  5. 5 Measuring prediction penalties
  6. 6 Importance sampling
  7. 7 Information criteria
  8. 8 Model mis-selection
  9. 9 Outliers and robust regression
  10. 10 Summary and outlook

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