April 1st, 2003, 12:39 am
Remember that the "local vol model" is just a particular model, presuming something about how the vanilla vol surface is going to move around as the underlying price moves.It might very well be a bad model for describing the market you're dealing with.In G7 fx, for example, local vols are particularly bad - if you try to dynamically hedge a derivative with fx spot using the Deltas it gives you (different than the Black-Scholes Deltas, of course), you often end up with a *worse* hedge in practise than if you'd just used Black-Scholes! The hedging errors come from the fact that the way the vol surface moves around in practise is quite different from what a local vol model predicts.The local vol model has the advantage that it's easy to calibrate and price exotics in a well-defined way, but it often has the decided disadvantage that it's not practically much good.But resa's point is well-made: to price an exotic you can't just grab one of the vanilla implied vols and jam it into the Black-Scholes formula for the exotic. Instead, you need to choose a model, calibrate its parameters to the implied vols, and then use the model with those parameters to price your exotic. Not easy, not even particularly well-defined (because many qualitatively different models can all match the same current implied vols), but that's life.