Handbook of Computational Statistics

Released on by Yuichi Mori
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  • Handbook of Computational Statistics Book Detail

  • Author : Yuichi Mori
  • Release Date : 2004-07-14
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 1096
  • ISBN 13 : 9783540404644
  • File Size : 66,66 MB
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Handbook of Computational Statistics by Yuichi Mori PDF Summary

Book Description: The Handbook of Computational Statistics: Concepts and Methodology is divided into four parts. It begins with an overview over the field of Computational Statistics. The second part presents several topics in the supporting field of statistical computing. Emphasis is placed on the need of fast and accurate numerical algorithms and it discusses some of the basic methodologies for transformation, data base handling and graphics treatment. The third part focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Finally a set of selected applications like Bioinformatics, Medical Imaging, Finance and Network Intrusion Detection highlight the usefulness of computational statistics.

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