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Which one of the following answers is correct? If this null hypothesis H0: B1 = B2...

Which one of the following answers is correct? If this null hypothesis H0: B1 = B2 = B3 = 0 is rejected, the interpretation is:

a. There is no linear relationship between Y and any of the 3 independent variables

b. There is a regression relationship between Y and at least one of the 3 independent variables

c. All 3 independent variables have a slope of zero All 3 independent variables have equal slopes

d. There is a regression relationship between Y and all 3 independent variables

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Answer #1

Solution:- b) There is a regression relationship between Y and at least one of the 3 independent variables.

Since null hypothesis is rejected hence there is a regression relationship between Y and independent variables. As the null hypothesis can be rejected even if at least one of the 3 independent variables have relationship with Y.

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