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In Multiple Regression, If the Null Hypothesis, H0 β\beta 1 = β\beta

Question 28

Multiple Choice

In multiple regression, if the null hypothesis, H0: β\beta 1 = β\beta 2 = β\beta 3 = β\beta 4 = 0, is rejected, it means that


A) there is no linear relationship between Y and any of the independent variables.
B) there is a linear relationship between Y and all four independent variables.
C) there is a linear relationship between Y and at least one independent variable.
D) none of the individual regression coefficients (bk) are significantly different from 0.
E) all of the individual regression coefficients (bk) are significantly different from each other.

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