MATLAB & Simulink Based Books
Exploratory Data Analysis with MATLAB
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Wendy L. Martinez, Naval Surface Warfare Ctr Angel R. Martinez, Naval Surface Warfare Ctr
Chapman & Hall/CRC, 2005 Outside North America
ISBN: 1-58488-366-9 |
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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.
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