This article is cited in 3 papers

Splitting of distribution mixture in two components

M. P. Krivenko

Institute for Problems of Informatics RAS

Abstract: The problems of splitting the distribution mixture in two components and of estimating mixture parameters are examined if samples from distribution mixture and from one of components are presented. Two methods of parameters estimation are suggested, as well as corresponding algorithms are constructed and examined.

Keywords: mixture of normal distributions; splitting of distribution mixture; EM-algorithm.