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Computational statistics handbook with MATLAB

By: Contributor(s): Material type: TextTextSeries: Computer Science and Data Analysis SeriesPublication details: Boca Raton Chapman & Hall/CRC 2008 Edition: 2nd edDescription: xxiii, 767 pISBN:
  • 9781584885665
Subject(s): DDC classification:
  • 519.50285
Summary: 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. The second edition recognizes the new functionality of the MATLAB statistics toolbox and other updates like the new plotting capabilities of version 7.0. It includes discussion of GUI functionality and expanded coverage of such topics 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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Item type Current library Item location Shelving location Call number Status Date due Barcode
Books Vikram Sarabhai Library Rack 28-B / Slot 1418 (0 Floor, East Wing) General Stacks 519.50285 M2C6 (Browse shelf(Opens below)) Available 164779

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. The second edition recognizes the new functionality of the MATLAB statistics toolbox and other updates like the new plotting capabilities of version 7.0. It includes discussion of GUI functionality and expanded coverage of such topics 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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