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Computational statistics handbook with MATLAB

Autore: Wendy L Martinez; Angel R Martinez
Editore: Boca Raton, FL : Chapman & Hall/CRC, ©2008.
Serie: Series in computer science and data analysis.
Edizione/Formato:   Libro : English : 2nd edVedi tutte le edizioni e i formati
Banca dati:WorldCat
Sommario:
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.  Per saperne di più…
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Tipo materiale: Risorsa internet
Tipo documento: Book, Internet Resource
Tutti gli autori / Collaboratori: Wendy L Martinez; Angel R Martinez
ISBN: 9781584885665 1584885661
Numero OCLC: 162507287
Descrizione: xxiii, 767 pages : illustrations ; 25 cm.
Contenuti: 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.
Titolo della serie: Series in computer science and data analysis.
Responsabilità: Wendy L. Martinez, Angel R. Martinez.
Maggiori informazioni:

Abstract:

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  Per saperne di più…

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