June 9th, 2012, 1:06 pm
It's indeed possible. It's overkill for the CEV model, but quite useful for CEV-SV model(s), say SABR.The trick is to write the asset sde as dS = r S(t) dt + sigeff(t) S(t) dW1, where sigeff(t) = alpha(t) S(t)^(beta-1) is an "effective" log-normal volatility. Then develop the sde for sigeff(t) and then follow the recipes in my book I.For SABR (with drift above), one has d alpha(t) = nu alpha(t) dW2.This leads to a "standard" sde pair for {S(t),sigeff(t)}, and so option values are given by standard formulas in termsof the conditional char. function of log S. As an approach to SABR, I have quite a bit of elaboration on this in my book II (forthcoming, hopefully 2012). [There are a number of related discussions on this forum with "oislah", whohas developed some of this method also, for SABR. Use the forum search function with 'SABR' in the title]If alpha(t) is a constant, then you have the ordinary CEV model. Carrying out this prescriptionleads to the 3/2-SV model [a fact that was originally noted by Steve Heston]. This is discussed (with r=0) on pg 305 of "Option valuation under stochastic volatility". But, as I said, this approach is somewhat overkill for that one ...
Last edited by
Alan on June 8th, 2012, 10:00 pm, edited 1 time in total.