The Forecast Ability of Risk-Neutral Densities of Foreign Exchange
We estimate the process underlying the pricing of American options by using higher-order lattices combined with a multi-grid method. This paper also tests whether the risk-neutral densities given from American options provide a good forecasting tool. We use a nonparametric test of the densities that is based on the inverse probability functions and is modified to account for correlation across time between our random variables, which are uniform under the null hypothesis. We find that the densities based on the American option markets for foreign exchange do quite well for the forecasting period over which the options are thickly traded. Further, simple models that fit the densities do about as well as more sophisticated models.
JEL Classification: C52, C63, F31, F47
Key Words: American exchange rate options, density evaluation
Suggested citation: Craig, Ben R., and Joachim Keller, 2004. "The Forecast Ability of Risk-Neutral Densities of Foreign Exchange," Federal Reserve Bank of Cleveland, Working Paper no. 04-09.