Comparitive Study Between Two Ways Least Squares and Adaptive Regression In Regression linear model

In this research, we use the ( ) and ( ) two criterions to compare between the estimators of Adaptive Regression model and the estimators of Ordinary and General Least Squares. We found that, Adaptive Regression estimators are more accurate and efficient as compared to these estimators because they have minimum mean square error.