The first step in interpreting simple regression output is to interpret the overall significance of the model.

Question

Quizplus · Accepted Answer

It is important to interpret the overall significance of the model, usually indicated by the p-value of the F-statistic, before interpreting the coefficients of the individual variables. A significant overall model suggests that there is a relationship between the independent variable(s) and dependent variable.

The First Step in Interpreting Simple Regression Output Is to Interpret