What role does the adjusted coefficient of determination, R^2, play in multiple regression analysis

1. It corrects the coefficient R2 for the number of independent variables

2. It helps in the determination of the F-statistic for evaluating the overall statistical significance of the model

3. It tests the significance of all independent variables

4. It helps detect non-significance predictor variables