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Exploratory data analysis with MATLAB

Martinez, Angel R.

Exploratory data analysis with MATLAB

Record Type:	Electronic resources : Monograph/item
Title/Author:	Exploratory data analysis with MATLABWendy L. Martinez, Angel Martinez, Jeffrey Solka.
Author:	Martinez, Wendy L.
other author:	Martinez, Angel R.
Published:	Boca Raton, Fla. :CRC Press,c2011.
Description:	1 online resource (xix, 508 p.) :ill.
Subject:	Multivariate analysis.
Online resource:	http://www.crcnetbase.com/isbn/978-1-4398-1220-4
ISBN:	9781439812211 (electronic bk.)

Exploratory data analysis with MATLAB
Martinez, Wendy L.

Exploratory data analysis with MATLAB[electronic resource] /Wendy L. Martinez, Angel Martinez, Jeffrey Solka. - 2nd ed. - Boca Raton, Fla. :CRC Press,c2011. - 1 online resource (xix, 508 p.) :ill. - Computer science and data analysis series. - Series in computer science and data analysis..

Includes bibliographical references (p. 475-495) and index.

"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"--

ISBN: 9781439812211 (electronic bk.)Subjects--Uniform Titles:

MATLAB.
Subjects--Topical Terms:

181905
Multivariate analysis.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: QA278 / .M3735 2011

Dewey Class. No.: 519.5/35

Exploratory data analysis with MATLAB
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020 $a 9781439812211 (electronic bk.)
020 $a 1439812217 (electronic bk.)
020 $z 9781439812204 (hbk.)
020 $z 1439812209 (hbk.)
035 $a ocn755015076
040 $a CUS $c CUS $d OCLCQ $d YDXCP
050 4 $a QA278 $b .M3735 2011
082 0 0 $a 519.5/35 $2 22
100 1 $a Martinez, Wendy L. $3 229676
245 1 0 $a Exploratory data analysis with MATLAB $h [electronic resource] / $c Wendy L. Martinez, Angel Martinez, Jeffrey Solka.
250 $a 2nd ed.
260 $a Boca Raton, Fla. : $b CRC Press, $c c2011.
300 $a 1 online resource (xix, 508 p.) : $b ill.
490 1 $a Computer science and data analysis series
504 $a Includes bibliographical references (p. 475-495) and index.
520 $a "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"-- $c Provided by publisher.
588 $a Description based on print version record.
630 0 0 $a MATLAB. $3 181993
650 0 $a Multivariate analysis. $3 181905
650 0 $a Mathematical statistics. $3 181877
655 4 $a Electronic books. $2 local. $3 214472
700 1 $a Martinez, Angel R. $3 229675
700 1 $a Solka, Jeffrey L., $d 1955- $3 507100
830 0 $a Series in computer science and data analysis. $3 378361
856 4 0 $u http://www.crcnetbase.com/isbn/978-1-4398-1220-4