Harvard University - Department of Economics
Victor H. De la Pena
Columbia University - Department of Statistics
Steven J. Jordan
Journal of Applied Probability, Vol. 41, Issue A, April 2004
In this paper, we obtain sharp estimates for the expected payoffs and prices of European call options on an asset with an absolutely continuous price in terms of the price density characteristics. These techniques and results complement other approaches to the derivative pricing problem. Exact analytical solutions to option pricing problems and to Monte-Carlo techniques make strong assumptions on the underlying asset's distribution. In contrast, our results are semi-parametric. This allows the derivation of results without knowing the entire distribution of the underlying asset's returns. Our results can be used to test different modelling assumptions. Finally, we derive bounds on the multiperiod binomial option-pricing model with time-varying moments. Our bounds reduce the multiperiod setup to a two-period setting, which is advantageous from a computational perspective.
Keywords: options, bounds, exotic, path dependent
JEL Classification: D46, G13Accepted Paper Series
Date posted: July 23, 2004
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