Title :
The risk premium of volatility implicit in currency options
Author_Institution :
Zurich Group, New York, NY, USA
Abstract :
The paper provides an empirical investigation of the risk neutral variance process and the market price of variance risk implied in the foreign currency options market. There are three principal contributions. First, the parameters of Heston´s (1993) mean-reverting square root stochastic volatility model are estimated using dollar/mark option prices from 1987 to 1992. Second, it is shown that these “implied” parameters can be combined with historical moments of the dollar/mark exchange rate to deduce an estimate of the market price of variance risk. These estimates are found to be nonzero. Time varying, and of sufficient magnitude to imply that the compensation for variance risk is a significant component of the risk premia in the currency market. Finally, the out-of-sample test suggests that the historical variance and the Hull and White (1987) implied variance contain no additional information than those embedded in the Heston implied variance
Keywords :
foreign exchange trading; risk management; dollar option prices; dollar/mark exchange rate; foreign currency options market; historical moments; implicit volatility; mark option prices; market price; mean-reverting square root stochastic volatility model; out-of-sample test; risk neutral variance process; risk premium; variance risk; Exchange rates; Finance; Financial management; Optimized production technology; Security; Seminars; Stochastic processes; Testing;
Conference_Titel :
Computational Intelligence for Financial Engineering (CIFEr), 1998. Proceedings of the IEEE/IAFE/INFORMS 1998 Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-4930-X
DOI :
10.1109/CIFER.1998.690130