The paper is devoted to the guaranteeing estimation of parameters in uncertain stochastic nonlinear regression. loss function conditional mean square error given available observations. distribution regression partially unknown, and uncertainty described by a subset probability distributions with known compact domain. essential feature usage some additional constraints describing conformity rea...