Singer, Hermann - In: AStA Advances in Statistical Analysis 98 (2014) 4, pp. 345-369
The solution of the Kolmogorov backward equation is expressed as a functional integral by means of the Feynman–Kac formula. The expectation value is approximated as a mean over trajectories. In order to reduce the variance of the estimate, importance sampling is utilized. From the optimal...