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In a regression analysis, if a predictor variable x is found to be highly significant we...

In a regression analysis, if a predictor variable x is found to be highly significant we would conclude that:

A. a change in y causes a change in x

B. a change in x causes a change in y

C. changes in x are not related to changes in y

D. changes in x are associated to changes in y

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Answer #1

D. changes in x are associated to changes in y

The predictor variable x is referred to as the independent variable and if a variable is said to be significant, it would mean that any change in x, will have a change in the dependent variable as well which may be referred to as y.

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