Specific Features of Finite Mixtures of Normal Distributions


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Properties of finite mixtures of normal distributions are considered. Their behavioral similarities and differences relative to normal distributions are studied. A practical application of finite mixtures of normal distributions for the simulating the noise of neurophysiological signals is described. It is shown that the Aitken estimate can be used for the source amplitudes in the considered model.

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M. Goncharenko

Faculty of Computational Mathematics and Cybernetics

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Email: goncharenko.mir@yandex.ru
俄罗斯联邦, Moscow, 119991

T. Zakharova

Faculty of Computational Mathematics and Cybernetics; Institute of Informatics Problems, Federal Research Center Computer Science and Control

Email: goncharenko.mir@yandex.ru
俄罗斯联邦, Moscow, 119991; Moscow, 119333

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