It is possible to inspect the strength of the linear relationship between the independent variables and the dependent variable with multiple regression.

Question

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Multiple regression allows us to inspect the strength of the linear relationship between the dependent variable and multiple independent variables simultaneously. It does this by calculating the coefficient of determination (R-squared), which represents the percentage of variation in the dependent variable that can be explained by the independent variables. The R-squared value ranges from 0 to 1, with higher values indicating a stronger linear relationship. Therefore, we can use multiple regression to inspect the strength of the linear relationship between the independent variables and the dependent variable.

It Is Possible to Inspect the Strength of the Linear