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Computational statistics handbook with MATLAB

著者: Wendy L Martinez; Angel R Martinez
出版商: Boca Raton, FL : Chapman & Hall/CRC, ©2008.
丛书: Series in computer science and data analysis.
版本/格式:   图书 : 英语 : 2nd ed查看所有的版本和格式
数据库:WorldCat
提要:
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.  再读一些...
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材料类型: 互联网资源
文件类型: 书, 互联网资源
所有的著者/提供者: Wendy L Martinez; Angel R Martinez
ISBN: 9781584885665 1584885661
OCLC号码: 162507287
描述: xxiii, 767 pages : illustrations ; 25 cm.
内容: 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.
丛书名: Series in computer science and data analysis.
责任: Wendy L. Martinez, Angel R. Martinez.
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摘要:

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  再读一些...

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schema:description"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."@en
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