Regression analysis was performed to develop a model for predicting a firm’s Pri

Question

Regression analysis was performed to develop a model for predicting a firm’s Price-Earnings Ratio (PE) based on Growth Rate, Profit Margin, and whether or not the firm is Green (1 = Yes, 0 = No). Based on the F-statistic of 26.48 which has a p-value of 0.000, we can conclude at = .05 that

None of the independent variables in the model are significant.

All independent variables in the model are significant and the regression equation is significant.

All independent variables in the model are significant.

The regression equation is not significant.

The regression equation is significant.

Explanation / Answer

Based on the F-statistic of 26.48 which has a p-value of 0.000, we can conclude at = .05 that:

The regression equation is significant.

F-stat is just ration of MSR & MSE it tells about significant of regression only not about independent variables.

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