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Which of the following is not a common pitfall of regression? A. Using a regression equation...

Which of the following is not a common pitfall of regression?

A. Using a regression equation beyond the range of X is very questionable.

B. Nonlinear relationships cannot be incorporated.

C. Concluding that a statistically significant relationship implies practical value.

D. Two variables may be highly correlated to one another but one is not causing the other to change.

E. If the assumptions are not met, the statistical tests may not be valid.

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Answer #1

since we can transform non-linear relationships to make them linear, it is not a common pitfall:

B. Nonlinear relationships cannot be incorporated.

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