Model Selection
Linear Model Selection and Best Subset Selection
Forward Stepwise Selection
Backward Stepwise Selection
Estimating Test Error Using Mallow’s Cp, AIC, BIC, Adjusted R-squared
Estimating Test Error Using Cross-Validation
Examples
Best Subset Selection
Forward Stepwise Selection and Model Selection Using Validation Set
Model Selection Using Cross-Validation