Methods for determining optimal linear and nonlinear dynamical systems according to various statistical criteria are described. Much attention is paid to the criterion, which is a known function of other (simpler) criteria. A special case of such a complex statistical criterion is the probability of error output from given tolerances. This criterion allows you to take into account the type of system error distribution law...