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Computational statistics handbook with MATLAB
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Computational statistics handbook with MATLAB

著者： Wendy L Martinez; Angel R Martinez
出版： Boca Raton, FL : Chapman & Hall/CRC, ©2008.
シリーズ： Series in computer science and data analysis.
エディション/フォーマット：  書籍 : English : 2nd edすべてのエディションとフォーマットを見る
概要：
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.  続きを読む
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資料の種類： インターネット資料
ドキュメントの種類： 図書, インターネットリソース
すべての著者/寄与者： Wendy L Martinez; Angel R Martinez
ISBN： 9781584885665 1584885661
OCLC No.： 162507287
形態 xxiii, 767 p. : ill. ; 25 cm.
コンテンツ： Introduction --
Probability concepts --
Sampling concepts --
Generating random variables --
Exploratory data analysis --
Finding structure --
Monte Carlo methods for inferential statistics --
Data partitioning --
Probability density estimation --
Supervised learning --
Unsupervised learning --
Parametric models --
Nonparametric models --
Markov chain Monte Carlo methods --
Spatial statistics --
Appendix A : Introduction to MATLAB® --
Appendix B : Projection pursuit indexes --
Appendix C : MATLAB® statistics toolbox --
Appendix D : Computational statistics toolbox --
Appendix E : Exploratory data analysis toolboxes --
Appendix F : Data sets --
Appendix G : Notation.
シリーズタイトル： Series in computer science and data analysis.
責任者： Wendy L. Martinez, Angel R. Martinez.
その他の情報：

概要：

Provides access to computational statistics by playing down theory and building an understanding of the algorithms used in a wide range of applications. This text recognizes the functionality of the  続きを読む

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schema:description"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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