Identifying Parameters of Linear Stochastic Differential Equations from Incomplete Noisy Measurements

The problem taken as a whole is stated in the paper as follows: Given a system of linear stochastic differential equations with some unknown parameters and unknown stochastic inputs, determine the estimates of these parameters from the incomplete noisy measurements of the solution to the equation. The purpose of the paper is to present a possible numerical solution to this inverse mathematical problem.