PSL_Book
  • 1. Introduction
  • 2. Linear Regression
  • 3. Variable Selection and Regularization
    • 3.1. Subset Selection
    • 3.2. Regularization
    • 3.3. Ridge Regression
    • 3.4. Lasso Regression
    • 3.5. Discussion
  • 4. Regression Trees and Ensemble
  • 5. Nonlinear Regression
  • 6. Clustering Analysis
  • 7. Latent Structure Models
  • 8. TBA
  • 9. Discriminant Analysis
  • 10. Logistic Regression
  • 11. Support Vector Machine
  • 12. Classification Trees and Boosting
  • 13. Recommender System
PSL_Book
  • 3. Variable Selection and Regularization

3. Variable Selection and Regularization

  • 3.1. Subset Selection
  • 3.2. Regularization
  • 3.3. Ridge Regression
  • 3.4. Lasso Regression
  • 3.5. Discussion
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