I have two vectors X and Y
I produce one regression line y = mx + c regressing Y on X and another x = ny + d regressing X on Y
Intuitively I would expect n = 1/m and d = -c/m but this is not the case
The R^2s are exactly the same
Without rigorous math can someone explain to me intuitively why this is so?