Before revision:  The volatility structure is assumed at any time and for each value of the argument of the density to be a functional of the history of the density up to that time . This functional determines the model for the conditional density .
After revision:  The volatility structure is assumed at any time and for each value of the argument of the density to be a functional of the history of the density up to that time .