Abstract:
In the paper the theorem about the asymptotic properties of the SEM-algorithm parameter estimates sequence for the problem of statistical separation of arbitrary finite identifiable mixtures of probability distributions is proved without any restrictions.
Keywords:mixture distributions, statistical separation of mixtures, SEM-algorithm, Markov chain, ergodicity.