Suppose you believe that two variables X and Y are related, but you have no idea which way the causality goes.
Does X cause Y or vice versa (or maybe even neither)?
Can you tell by regressing Y on X and then regressing X on Y? Explain.
Also, provide at least one real example where the direction of causality would be ambiguous.