On application of the asymptotic tests for estimating the number of mixture distribution components
The paper demonstrates the efficiency of asymptotically most powerful test of statistical hypotheses about the number of mixture components in the adding and splitting component models. Test data are the samples from different finite normal mixtures. The results are compared for various significance...
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| Format: | Article |
| Language: | Russian |
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Institute of Computer Science
2012-03-01
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| Series: | Компьютерные исследования и моделирование |
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| Online Access: | http://crm.ics.org.ru/uploads/crmissues/crm_2012_1/12103.pdf |