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The Accuracy of Density Forecasts from Foreign Exchange Options
Authors:Christoffersen  Peter; Mazzotta  Stefano
Abstract:Financial decision makers often consider the information incurrency option valuations when making assessments about futureexchange rates. The purpose of this article is to systematicallyassess the quality of option-based volatility and density forecasts.We use a unique dataset consisting of more than 10 years ofdaily data on over-the-counter (OTC) currency option prices.We find that the OTC implied volatilities provide largely unbiasedand fairly accurate forecasts of one-month- and three-month-aheadrealized volatility. Furthermore, we find that the one-monthoption implied density forecasts are well calibrated for thecenter of the distribution, but we find evidence of misspecificationin the tail density forecasts.
Keywords:density  forecasting  FX  interval  volatility
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