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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
データベース:WorldCat
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
物理形態: xxiii, 767 pages : illustrations ; 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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