Informatics and Applications2014, Volume 8, Issue 4, pp 78-84
A VISUALIZATION OF ESTIMATORS IN THE METHOD OF MOVING SEPARATION OF MIXTURES
AbstractThe method of moving separation of mixtures (MSM method) is a powerful tool for analyzing different stochastic processes. Using the MSM method within the experts' conclusions for the results obtained by iterative numerical procedures, a number of important results were achieved in the physics of turbulent plasma, a few mathematical models for the functioning of financial markets were refined. In most cases, research teams present results in a form which is convenient just for themselves, and it is difficult for experts to compare and interpret results, especially, in the case when the model is tested on fundamentally dissimilar samples from different subject areas.
The paper presents a visualization tool for displaying parameter estimates independently of the used numerical methods. The tool is convenient for researchers and experts.
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TitleA VISUALIZATION OF ESTIMATORS IN THE METHOD OF MOVING SEPARATION OF MIXTURES
JournalInformatics and Applications
2014, Volume 8, Issue 4, pp 78-84
PublisherInstitute of Informatics Problems, Russian Academy of Sciences
Key wordsmethod of moving separation of mixtures; user interface; normal mixtures; probabilistic models; data mining
AuthorsA. K. Gorshenin,
Author AffiliationsInstitute of Informatics Problems, Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
Moscow Institute of Radio, Electronics, and Automation (MIREA), 78 Prosp. Vernadskogo, Moscow 119454, Russian Federation