January 8th, 2003, 3:32 pm
"But I still think it's meaningful to ask the question that I proposed earlier: How much should I charge for an option that I wish to sell but cannot hedge at all, if I wish to break even on the long run?"Isn't this the same as pricing a derivative on a non-traded underlying state variable? Purely as an example to make a point, assume that the non-traded state variable X follows process:dX = Drift(X,t) dt + Sigma(X,t) dWand you want to price a derivative whose value is a function V(X,t). In this case you end up with the pricing pde:dV/dt + 0.5*Sigma(X,t)*d2V/dX2 + (Drift(X,t) - Sigma(X,t)*Lambda(X,t))*dV/dX - r.V = 0Where Lambda(X,t) is the market price of risk of the non-traded state variable X, as a function of X and t:Lambda(X,t) = (Drift(X,t) - r) / Sigma(X,t)In the case of a non-traded underlying, the best you can do is to estimate Drift(X,t) and Sigma(X,t) on day one, use these estimates to form an estimate of Lambda(X,t) and hope that you've got it about right. Contrast this with the case of a traded underlying, where you can think of a replicating portfolio of shares and riskless bonds as allowing you to re-estimate Drift(X,t) continuously. (In the case of a market where you can form a replicating portfolio of shares, volatility swap and riskless bonds, you can think of the replicating portfolio as allowing you to re-estimate both Drift(X,t) and Sigma(X,t) continuously).So the value of an option on a non-traded underlying variable will differ from the value of an option on an identical, but traded, variable by the amount of mis-estimation of the market price of risk. This is not the same thing as substituting "drift" for "riskless rate" in the BS pde. However, the question is a good question as it focuses attention on the precise nature of the famous BS cancellation. I have tried to argue here that this cancellation can be thought of as allowing the replicating portfolio to continuously re-estimate the parameters used in the market price of risk. This mis-estimation error will be zero in the case of a traded underlying variable, but not zero for a non-traded underlying variable.
Last edited by
Johnny on January 7th, 2003, 11:00 pm, edited 1 time in total.