- Consider the F test for the overall significance of a multiple regression. If we reject the null hypothesis, what does it mean? A) All of the predictor variables are significant and contribute to the prediction of the response variable. B) Only one of the predictor variables is significant and contributes to the prediction of the response variable. C) At least one of the predictor variables is significant and contributes to the prediction of the response variable. D) Non of the predictor variables is significant

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