The forecast ability of risk-neutral densities of foreign exchange
AbstractWe estimate the process underlying the pricing of American options by using higher-order lattices combined with a multigrid 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.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Cleveland in its series Working Paper with number 0409.
Date of creation: 2004
Date of revision:
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-05-23 (All new papers)
- NEP-CFN-2005-05-23 (Corporate Finance)
- NEP-ETS-2005-05-23 (Econometric Time Series)
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- Gabriele Galati & Patrick Higgins & Owen Humpage & William Melick, 2007.
"Option prices, exchange market intervention, and the higher moment expectations channel: a user's guide,"
International Journal of Finance & Economics,
John Wiley & Sons, Ltd., vol. 12(2), pages 225-247.
- Gabriele Galati & Patrick Higgins & Owen F. Humpage & William Melick, 2006. "Option prices, exchange market intervention, and the higher moment expectations channel: a user’s guide," Working Paper 0618, Federal Reserve Bank of Cleveland.
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