ARTICLE SYNOPSIS...MEASURING ASSOCIATION BETWEEN RETURNS ON TWO ASSETS The covariance between the total returns on two assets X and Y is defined as the average over the entire period of the products consisting of asset X's return in a given subperiod less its average retu