The applications of R.L. Stratonovich's formula [1] for the exact transition from dynamic measurements to probabilistic or thermodynamic ones are considered. The connection of this formula with known expressions for operations over probability density distribution functions of random variables is given. The application of the formula to the problem of determining the observed physical parameters — fields, potentials, moments created by (stochastically moving) charged particles is demonstrated.