Correct Answer - Option 3 : Geometric mean.
Explanation
The regression coefficient X on Y = bxy
⇒ ∑xy/∑y2
The regression coefficient Y on X = byx
⇒ ∑xy/x2
Correlation coefficient is denotted by r
⇒ r = √(bxy + byx)
∴ The coefficient of correlation is the Geometric mean of the correlation coefficient