August 12th, 2006, 1:43 am
It has many nice properties, and it seems to match the data relatively well (its tails are not quite fat enough though). Not only is it positive but the SDE you describe can be broken into two parts, the mean movement over time (mu*dt) and the fluctuation around this (sigma*dW(t)).