In multiple regression analysis, an F-statistic is used to test the global hypothesis, H₀: .

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In multiple regression analysis, an F-statistic is used to test the global hypothesis. The null hypothesis is typically that all the regression coefficients are equal to zero, meaning that none of the independent variables have a significant relationship with the dependent variable. Therefore, the F-statistic is used to assess whether there is a significant linear relationship between the independent variables and the dependent variable.

In Multiple Regression Analysis, an F-Statistic Is Used to Test