where x,x,x are sample covariances and variances for X – X and X-X and Beta is the least squares estimate of Beta.Hence the sample correlation between the portfolio and market risk premiums is simply the product of the least squares estimate of {1i and the relative sample standard deviations of the market and j-portfolio risk premiums.