from August 22, 2011 to September 3, 2011 (Europe/Ljubljana)
Europe/Ljubljana timezone
David Hobson: The Skorokhod embedding problem and model independent hedging strategies for derivatives

The standard approach for the pricing of financial options is to postulate a model and then to calculate the price of a contingent claim as the suitably discounted, risk-neutral expectation of the payoff under that model. In practice we can observe traded option prices, but know little or nothing about the model. Hence the question arises, if we know vanilla option prices, what can we infer about the underlying model?

If we know a single call price, then we can calibrate the volatility of the Black-Scholes model (but if we know the prices of more than one call then together they will typically be inconsistent with the Black-Scholes model). At the other extreme, if we know the prices of call options for all strikes and maturities - and they are free of arbitrage - then the work of Dupire shows that we can find a unique martingale diffusion consistent with those prices.

If we know call prices of all strikes for a single maturity, then we know the marginal distribution of the asset price, but there may be many martingales with the same marginal at a single fixed time. Any martingale with the given marginal is a candidate price process. On the other hand, after a time change it becomes a Brownian motion with a given distribution at a random time. Hence there is a 1-1 correspondence between candidate price processes which are consistent with observed prices, and stopped Brownian motions, where the stopping time has the property that the Brownian motion has a given distribution. Such stopping times are said to be solutions of the Skorokhod embedding problem.

These lectures are about this correspondence, and the idea that extremal solutions of the Skorokhod embedding problem lead to robust, model independent prices and hedges for exotic options.

>> Abstract in pdf format

>> Slides: The Skorokhod Embedding Problem and Model Independent Bounds for Options Prices


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