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Mixture Decomposition of Censored Pareto-II Density with Normal One by EM-Algorithmтезисы доклада Краткое сообщение Тезисы
- Автор: Stepanov V.S.
- Сборник: Ptoceedings of the 8th Int.Conference "COMPUTER DATA ANALYSIS AND MODELING"
- Серия: Complex Stochastic Data and Systems
- Том: 2
- Тезисы
- Год издания: 2007
- Место издания: Publishing center BSU Minsk
- Первая страница: 200
- Последняя страница: 203
- 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.
- Добавил в систему: Степанов Владимир Сергеевич