A perfect positive or negative correlation means that

Question

A) the explanatory causes the y-variable.
B) 100% of the variation is explained.
C) we get the same regression equation if we switch the x and y variables.
D) the slope of the regression equation is 1.0

I chose B

Answer 1

Correlation does not necessarily mean causation. I would choose c.