Topics: Measure of Association - Statistics


Let be observations of the variables . The covariance between the variables is defined as:


Covariance quantifies the joint variability of both variables.

When it’s positive, the greater values of one variable correspond to greater values of the other; when it’s negative, the greater values of one correspond to the lesser values of the other: