Covariance

Covariance is similar to correlation but is a measure of the actual changes between two variables. The covariance is positive if variables tend to increase & decrease together, and negative if one tends to increase while the other decreases.

A covariance of zero implies variables are independent.

A covariance matrix is a square matrix that contains the covariance between all