Correlation coefficient

Correlation coefficient is the ratio between the covariance and the standard deviations. That is, with $$C_{xy} = E\{(\mathbf{x}-\mu_x) (\mathbf{y}-\mu_y)\}$$ and $$$\sigma_x^2 = E\{(\mathbf{x}-\mu_x))^2\}$$$