Algorithms and Programs of Dynamic Mixture Estimation

Language: English

Published by Berlin Springer International Publishing Springer Aug 2017, 2017

3319646702 / 9783319646701

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a general theoretical background for constructing the recursive Bayesian estimation algorithms for mixture models. It collects the recursive algorithms for estimating dynamic mixtures of various distributions and brings them in the unified form, providing a scheme for constructing the estimation algorithm for a mixture of components modeled by distributions with reproducible statistics. It offers the recursive estimation of dynamic mixtures, which are free of iterative processes and close to analytical solutions as much as possible. In addition, these methods can be used online and simultaneously perform learning, which improves their efficiency during estimation. The book includes detailed program codes for solving the presented theoretical tasks. Codes are implemented in the open source platform for engineering computations. The program codes given serve to illustrate the theory and demonstrate the work of the included algorithms. 113 pp. Englisch.…

Seller Inventory # 9783319646701

Title
Algorithms and Programs of Dynamic Mixture Estimation
Author
Ivan Nagy
Publisher
Berlin Springer International Publishing Springer Aug 2017
Publication year
2017
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319646702
ISBN 13
9783319646701
Item weight
207 grams
Dimensions
237x156x9 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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