Discriminant Analysis and Other Linear Classification Models

Contents

12.1. Discriminant Analysis and Other Linear Classification Models#

12.1.1. Case Study: Predicting Successful Grant Applications#

12.1.2. Logistic Regression#

12.1.3. Linear Discriminant Analysis#

12.1.4. Partial Least Squares Discriminant Analysis#

12.1.5. Penalized Models#

12.1.6. Nearest Shrunken Centroids#

12.1.7. Computing#

12.1.8. Exercises#