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CRC Press

The Em Algorithm and Related Statistical Models (English, Michiko Watanabe | Kazunori Yamaguchi)

by Michiko Watanabe | Kazunori Yamaguchi

Publisher: CRC Press

Language: English

5,39311,106Save 51%

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Specifications

PublisherCRC Press
LanguageEnglish
ISBN-139780824747015
ISBN-100824747011
AuthorMichiko Watanabe | Kazunori Yamaguchi

Product Description

About the Book

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 Carl…

ISBN: 9780824747015

Book Insights

What You'll Learn

  • ·In-depth exploration of topics covered in The Em Algorithm and Related Statistical Models
  • ·Key concepts explained with clarity and practical examples
  • ·Insights valuable for anyone studying or working in CRC Press

Who Should Read This

Students and professionals interested in CRC Press, as well as general readers looking to expand their knowledge.

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Who is the author of The Em Algorithm and Related Statistical Models?
The Em Algorithm and Related Statistical Models is authored by Michiko Watanabe | Kazunori Yamaguchi.
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The Em Algorithm and Related Statistical Models is published by CRC Press.
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What is The Em Algorithm and Related Statistical Models about?
About the Book 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 inc...
Is The Em Algorithm and Related Statistical Models suitable for beginners?
Whether The Em Algorithm and Related Statistical Models is suitable for beginners depends on your background in CRC Press. Review the product description and specifications above for details on the target audience and difficulty level.
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