measurement and forecasting of variance, covariance, correlation and Capital Asset Pricing Model (CAPM) beta. This paper studies … CAPM beta measurement and forecasting with high frequency returns and evaluates trade-offs between bias and variability … level with the inclusion of a lead and lag in the beta estimation, can result in substantial improvements in the bias and …