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Exploratory Data Analysis with MATLAB

Computer Science and Data Analysis Series

Exploratory Data

Analysis

with MATLAB ®

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Chapman & Hall/CRC

Series in Computer Science and Data Analysis

The interface between the computer and statistical sciences is increasing,

as each discipline seeks to harness the power and resources of the other.

This series aims to foster the integration between the computer sciences

and statistical, numerical and probabilistic methods by publishing a broad

range of reference works, textbooks and handbooks.

SERIES EDITORS

John Lafferty, Carnegie Mellon University

David Madigan, Rutgers University

Fionn Murtagh, Queen’s University Belfast

Padhraic Smyth, University of California Irvine

Proposals for the series should be sent directly to one of the series editors

above, or submitted to:

Chapman & Hall/CRC Press UK

23-25 Blades Court

London SW15 2NU

UK

Published Titles

Bayesian Artificial Intelligence

Kevin B. Korb and Ann E. Nicholson

Exploratory Data Analysis with MATLAB ®

Wendy L. Martinez and Angel R. Martinez

Forthcoming Titles

Correspondence Analysis and Data Coding with JAVA and R

Fionn Murtagh

R Graphics

Paul Murrell

Nonlinear Dimensionality Reduction

Vin de Silva and Carrie Grimes

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Computer Science and Data Analysis Series

Exploratory Data

Analysis

with MATLAB ®

Wendy L. Martinez

Angel R. Martinez

CHAPMAN & HALL/CRC

A CRC Press Company

Boca Raton London New York Washington, D.C.

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Library of Congress Cataloging-in-Publication Data

Martinez, Wendy L.

Exploratory data analysis with MATLAB / Wendy L. Martinez, Angel R. Martinez.

p. cm.

Includes bibliographical references and index.

ISBN 1-58488-366-9 (alk. paper)

1. Multivariate analysis. 2. MATLAB. 3. Mathematical statistics. I. Martinez, Angel R.

II. Title.

QA278.M3735 2004

519.5'35--dc22

2004058245

This book contains information obtained from authentic and highly regarded sources. Reprinted material

is quoted with permission, and sources are indicated. A wide variety of references are listed. Reasonable

efforts have been made to publish reliable data and information, but the author and the publisher cannot

assume responsibility for the validity of all materials or for the consequences of their use.

Neither this book nor any part may be reproduced or transmitted in any form or by any means, electronic

or mechanical, including photocopying, microﬁlming, and recording, or by any information storage or

retrieval system, without prior permission in writing from the publisher.

The consent of CRC Press does not extend to copying for general distribution, for promotion, for creating

new works, or for resale. Speciﬁc permission must be obtained in writing from CRC Press for such

copying.

Direct all inquiries to CRC Press, 2000 N.W. Corporate Blvd., Boca Raton, Florida 33431.

Product or corporate names may be trademarks or registered trademarks, and are

used only for identiﬁcation and explanation, without intent to infringe.

Visit the CRC Press Web site at www.crcpress.com

© 2005 by Chapman & Hall/CRC Press

No claim to original U.S. Government works

International Standard Book Number 1-58488-366-9

Library of Congress Card Number 2004058245

Printed in the United States of America 1 2 3 4 5 6 7 8 9 0

Printed on acid-free paper

Trademark Notice:

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This book is dedicated to our children:

Angel and Ochida

Deborah and Nataniel

Jeff and Lynn

and

Lisa (Principessa)

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