Algorithms and Programs of Dynamic Mixture Estimation

Name: Algorithms and Programs of Dynamic Mixture Estimation
Brand: Springer International Publishing AG
SKU: 9783319646701
Price: 54.15 EUR
Availability: InStock

Unified Approach to Different Types of Components

Autor: Ivan Nagy, Evgenia Suzdaleva

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa v malom množstve

Odosielame za 13-18 dní

54.15 €

This book provides a general theoretical background for constructing the recursive Bayesian estimati...

Informácie o knihe

Autor

Ivan Nagy, Evgenia Suzdaleva

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2017

Stránok

113

EAN

9783319646701

ISBN

3319646702

Enbook ID

16608841

Vydavateľ

Springer International Publishing AG

Hmotnosť

2058

Rozmery

155 x 235 x 10

Kompletný popis

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.

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Categories

Authors

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Algorithms and Programs of Dynamic Mixture Estimation

Unified Approach to Different Types of Components

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež