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Sandsynlighedsregning og statistik

The EM Algorithm and Related Statistical Models

Udgivet af Taylor & Francis Ltd

Bogdetaljer

  • Hæftet
  • 216 sider
  • Engelsk
ISBN 9780367394936
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Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data problems. The text cover…

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Bogdetaljer
Forlag Taylor & Francis Ltd
Kategori Sandsynlighedsregning og statistik
ISBN-13 9780367394936
EAN 9780367394936
Format Hæftet
Sprog Engelsk
sider 216
Produktbeskrivelse
Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data problems. The text covers current topics including statistical models with latent variables, as well as neural network models, and Markov Chain Monte Carlo methods. It describes software resources valuable for the processing of the EM algorithm with incomplete data and for general analysis of latent structure models of categorical data, and studies accelerated versions of the EM algorithm.

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