# newspaper -0.00104 0.00587 -0.177 8.60e-01įor a given the predictor, the t-statistic evaluates whether or not there is significant association between the predictor and the outcome variable, that is whether the beta coefficient of the predictor is significantly different from zero. In our example, it can be seen that p-value of the F-statistic is |t|) The first step in interpreting the multiple regression analysis is to examine the F-statistic and the associated p-value, at the bottom of model summary.
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