Predicting Rare Events Using Ordinal Regression - From Purchases to Diseases

Predicting Rare Events Using Ordinal Regression - From Purchases to Diseases

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Outline

2 of 16

2 of 16

Outline

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Predicting Rare Events Using Ordinal Regression - From Purchases to Diseases

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  1. 1 Introduction
  2. 2 Outline
  3. 3 Motivation
  4. 4 Decision Boundaries
  5. 5 Logistic Regression
  6. 6 Logistic Regression Example
  7. 7 Leveraging Intermediate Outcomes
  8. 8 Ordinal Logistic Regression
  9. 9 Example Data Set
  10. 10 Model
  11. 11 Predict Function
  12. 12 Summary
  13. 13 Questions
  14. 14 Proportional Odds Model
  15. 15 Ridge Penalty
  16. 16 Thank you

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