Email this article Specific Features of Finite Mixtures of Normal Distributions
- Authors: Goncharenko M.B.1, Zakharova T.V.1,2
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Affiliations:
- Faculty of Computational Mathematics and Cybernetics
- Institute of Informatics Problems, Federal Research Center Computer Science and Control
- Issue: Vol 42, No 3 (2018)
- Pages: 126-132
- Section: Article
- URL: https://journals.rcsi.science/0278-6419/article/view/176244
- DOI: https://doi.org/10.3103/S0278641918030068
- ID: 176244
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Abstract
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.
About the authors
M. B. Goncharenko
Faculty of Computational Mathematics and Cybernetics
Author for correspondence.
Email: goncharenko.mir@yandex.ru
Russian Federation, Moscow, 119991
T. V. Zakharova
Faculty of Computational Mathematics and Cybernetics; Institute of Informatics Problems, Federal Research Center Computer Science and Control
Email: goncharenko.mir@yandex.ru
Russian Federation, Moscow, 119991; Moscow, 119333
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