TY - JOUR AU - Andersen,Torben AU - Bollerslev,Tim AU - Diebold,Francis X. AU - Labys,Paul TI - The Distribution of Exchange Rate Volatility JF - National Bureau of Economic Research Working Paper Series VL - No. 6961 PY - 1999 Y2 - February 1999 UR - http://www.nber.org/papers/w6961 L1 - http://www.nber.org/papers/w6961.pdf N1 - Author contact info: Torben G. Andersen Kellogg School of Management Northwestern University 2001 Sheridan Road Evanston, IL 60208 Tel: 847/467-1285 Fax: 847/491-5719 E-Mail: t-andersen@kellogg.northwestern.edu Tim Bollerslev Department of Economics Duke University Box 90097 Durham, NC 27708-0097 Tel: 919/660-1846 Fax: 919/684-8974 E-Mail: boller@econ.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 Paul Labys Dept. of Economics University of Pennsylvania 3718 Locust Walk Philadelphia, PA 19104-6297 E-Mail: plabys@crai.com AB - Using high-frequency data on Deutschemark and Yen returns against the dollar, we construct model-free estimates of daily exchange rate volatility and correlation, covering an entire decade. In addition to being model-free, our estimates are also approximately free of measurement error under general conditions, which we delineate. Hence, for all practical purposes, we can treat the exchange rate volatilities and correlations as observed rather than latent. We do so, and we characterize their joint distribution, both unconditionally and conditionally. Noteworthy results include a simple normality-inducing volatility transformation, high contemporaneous correlation across volatilities, high correlation between correlation and volatilities, pronounced and highly persistent temporal variation in both volatilities and correlation, clear evidence of long-memory dynamics in both volatilities and correlation remarkably precise scaling laws under temporal aggregation. ER -