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Exploratory data analysis with MATLAB

Author: Wendy L Martinez; Angel R Martinez; Jeffrey L Solka
Publisher: Boca Raton, Fla. : CRC Press, ©2011.
Series: Series in computer science and data analysis.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:
"Using MATLABʼ to illustrate computational aspects of EDA, this second edition updates all the techniques and improves the Toolboxes in each chapter. The authors extensively use MATLAB code and algorithm descriptions to provide state-of-the-art techniques for finding patterns and structure in data. Addressing theory, they also incorporate many annotated references to direct readers to the more theoretical aspects of  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Wendy L Martinez; Angel R Martinez; Jeffrey L Solka
ISBN: 9781439812204 1439812209
OCLC Number: 649802831
Description: xix, 508 pages : illustrations ; 25 cm.
Contents: pt. 1. Introduction to exploratory data analysis --
pt. 2. EDA as pattern discovery --
pt. 3. Graphical methods for EDA.
Series Title: Series in computer science and data analysis.
Responsibility: Wendy L. Martinez, Angel Martinez, Jeffrey Solka.

Abstract:

"Using MATLABʼ to illustrate computational aspects of EDA, this second edition updates all the techniques and improves the Toolboxes in each chapter. The authors extensively use MATLAB code and algorithm descriptions to provide state-of-the-art techniques for finding patterns and structure in data. Addressing theory, they also incorporate many annotated references to direct readers to the more theoretical aspects of the methods. The book presents an approach using only the basic functions from MATLAB and the MATLAB Statistics Toolbox in order to be more accessible and enduring. It also contains pseudo-code to enable users of other software packages to implement the algorithms"--

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"This book presents a broad panoply of data-analytical methods implemented in MATLAB. ... the amount of material covered is impressive. The explanations are clear, and the fluid style makes reading Read more...

 
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