Option pricing and hedging with minimum expected shortfall
Benoit Pochard and
Jean-Philippe Bouchaud Additional contact information Benoit Pochard: Centre de mathematiques appliquees, Ecole Polytechnique, Palaiseau, FRANCE
Jean-Philippe Bouchaud: Science & Finance, Capital Fund Management
Abstract:
We propose a versatile Monte-Carlo method for pricing and hedging options when markets are inco;plete, for an arbitrary risk criterion (chosen here to be the expected shortfall), for a large class of stochastic processes, and in the presence of transaction costs. We illustrate the method on plain vanilla options when the price returns follow a Student-t distribution. We show that in the presence of fat tails, our strategy allows to significantly reduce extreme risks, and generically leads to low Gamma hedging. Similarly, the inclusion of transaction costs reduces the Gamma of the optimal strategy.
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