When testing for the significance of the overall regression model, the null hypothesis claims that there is a relationship between the dependent and independent variables.

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The null hypothesis in the context of testing for the significance of the overall regression model typically claims that there is no relationship between the dependent and independent variables, meaning all the regression coefficients are equal to zero except the intercept.

When Testing for the Significance of the Overall Regression Model