Covariance
Variance measures the dispersion of a univariate distribution. The covariance provides a natural measure of the association between two variables.
The covariance of \(x\) and \(y\) is defined to be the average of this quantity \((x-\mu_x)(y - \mu_y)\) over all pairs of measures in the population