Covariance

The expected value of the product of the deviations of two random variables from their respective means: Cov(X,Y) = E[(X−μ_X)(Y−μ_Y)]. Positive covariance indicates that the variables tend to move together; negative, that they move oppositely. Because it is scale-dependent, the correlation coefficient is often preferred.