November 23rd, 2001, 7:34 pm
I understand the maths of this Black model. What i question is the finance bit: do you think that it is possible that 1. vol is gonna be constant during the life of the option.2. it's gonna be either vol1 or vol2.3. vol1 with proba p, vol2 with proba 1-p.Or is it just a cheap way of getting a smile? >>Any question about a model that starts "do you think that it is possible. . ." can be answered "no." Models are impossible, that's why they're models. If they were possible, we'd call them reality.Black's mixture solution is, as you say, a cheap way of getting a smile. "Cheap" in the sense of minimizing parameters. BS uses constant volatility. If that doesn't give accurate enough results, try the simplest probability distribution before you go to GARCH.A lot of questions can be answered by writing down your best guesses of parameter values and computing. When that's not enough, you can try assuming simple probability distributions and see if that works. If not, you go to more complicated probability distributions and add parameters. But I find you rarely have to get to that third stage. People who spend a lot of time there do so because they like it.