In linear regression variable selection can be performed usi

In linear regression variable selection can be performed using which of these metrics?

Solution

R-squared is the best choice for variable selection metric in linear regression. Adjusted R-squared is best suitable for multiple regression and Mallow\'s Cp is best suitable for least square regression.

Therefore, correct answer is: (a) R-squared.