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MATLAB & Simulink Based Books

Exploratory Data Analysis with MATLAB


Exploratory Data Analysis with MATLAB
    Wendy L. Martinez, Naval Surface Warfare Ctr
Angel R.  Martinez, Naval Surface Warfare Ctr

Chapman & Hall/CRC, 2005
Tel:  800-272-7737
Fax:  800-374-3401

Outside North America
Tel:  407-994-0555
Fax:  407-989-8732

ISBN: 1-58488-366-9
Language: English

     

Written for professionals and upper-level students, this text focuses on the application of exploratory data analysis methods using MATLAB. Topics covered include linear and non-linear methods of dimensionality reduction, model-based clustering, scatterplot smoothing, and graphical methods for EDA.

MATLAB and the Statistics Toolbox are introduced and used throughout the book to solve application examples. In addition, the authors have developed a set of MATLAB M-files to accompany the text.

Companion software available
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