E 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