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Scientific journal of the
theoretical and applied
The News of Altai State University
Print ISSN 1561-9443
On-line ISSN 1561-9451
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Content of 1-2(73) 2012
Management, Computer Facilities and Computer Science
Mathematics and Mechanics
Management, Computer Facilities and Computer Science

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N.M. Oskorbin

Mathematical Models of Systems with Latent Variables

In the paper author consider problems of mathematical modeling of three classes of systems with latent variables. For these classes of systems structures of models and methods for identification of parameters are proposed. Results of research have theoretical character, and the offered models and methods demand on specification taking into account features of systems with latent variables and available a priori information.
Key word: latent variable models, regression analysis, principal component analysis, game-theoretic models, game decomposition.

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