Аннотация:We tackle a problem of decomposition of mixture of the cencored Pareto-Ii density and Gaussian one that has been had the mean value nearby the Pareto density mode. It was used the EM-algorithm that has been applied to the Monte-Carlo sample by the mixture of two densities. The model can be useful to detect a Pareto-type signal under Gaussian noise in bioinformatics or economy.