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Computational Statistics Handbook with Matlab, 2nd edition (Chapman & Hall/Crc Computer Science & Data Analysis) (Chapman & Hall/Crc Computer Science & Data Analysis) - Hardcover

 
9781584885665: Computational Statistics Handbook with Matlab, 2nd edition (Chapman & Hall/Crc Computer Science & Data Analysis) (Chapman & Hall/Crc Computer Science & Data Analysis)

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[T]his book is perfectly appropriate as a textbook for an introductory course on computational statistics. It covers many useful topics, which in combination with the well-documented code, make the underlying concepts easy to grasp by the students. Overall, this is a very nice book to be used in an undergraduate or Masters level computational statistics course. It would also prove useful to researchers in other fields that want to learn and implement quickly some advanced statistical techniques.

Synopsis

As with the bestselling first edition, "Computational Statistics Handbook with MATLAB" makes computational statistics as accessible as possible by playing down theory and building an understanding of the algorithms used in a wide range of applications. This second edition recognizes the new functionality of the MATLAB[registered] statistics toolbox and other updates like the new plotting capabilities of version 7.0. It includes a discussion of GUI functionality and expanded coverage of topics such as support vector machines, bagging, boosting, and random forests in pattern recognition. The text also features updated and new problem sets, data sets, exercises, and an appendix containing answers to selected problems.

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  • PublisherChapman and Hall/CRC
  • Publication date2007
  • ISBN 10 1584885661
  • ISBN 13 9781584885665
  • BindingHardcover
  • LanguageEnglish
  • Edition number2
  • Number of pages792

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9781584882299: Computational Statistics Handbook with MATLAB (Chapman & Hall/CRC Computer Science & Data Analysis)

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