Estimation of the coefficients in the parabolic equation by the statistical simulation of diffusion trajectories

We propose an algorithm for estimating the coefficients of the parabolic equation on the basis of observational data. The solution of the problem is based on the probabilistic representation of the solution of the parabolic equation and its parametric derivatives as the functional of the solution to the system of stochastic differential equations (SDEs).