TY - JOUR AU - Brandt,Michael W. AU - Diebold,Francis X. TI - A No-Arbitrage Approach to Range-Based Estimation of Return Covariances and Correlations JF - National Bureau of Economic Research Working Paper Series VL - No. 9664 PY - 2003 Y2 - May 2003 UR - http://www.nber.org/papers/w9664 L1 - http://www.nber.org/papers/w9664.pdf N1 - Author contact info: Michael W. Brandt Fuqua School of Business Duke University One Towerview Drive Durham, NC 27708 Tel: 919/660-1948 Fax: 919/660-8038 E-Mail: mbrandt@duke.edu Francis X. Diebold Department of Economics University of Pennsylvania 3718 Locust Walk Philadelphia, PA 19104-6297 Tel: 215/898-1507 Fax: 212/573-4217 E-Mail: fdiebold@sas.upenn.edu AB - We extend range-based volatility estimation to the multivariate case. In particular, we propose a range-based covariance estimator motivated by a key financial economic consideration, the absence of arbitrage, in addition to statistical considerations. We show that this estimator is highly efficient yet robust to market microstructure noise arising from bid-ask bounce and asynchronous trading. ER -