Annotation: In this paper, scientific publications on methods of empirical data processing were analyzed. Based on the considered materials, the comparison of the most known methods of data processing was carried out and the modernization of one of the methods of numerical probabilistic analysis was presented, namely the method of averaging shifted histograms, which helps to improve empirical data processing in comparison with other methods.