Applied Multivariate Statistics with R
This book brings the power of multivariate statistics to graduate-level practitioners, making these analytical methods accessible without lengthy mathematical derivations. Using the open source, shareware program R, Professor Zelterman demonstrates the pr
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Daniel Zelterman
Applied Multivariate Statistics with R
Statistics for Biology and Health
Series Editors Mitchell Gail Jonathan M. Samet Anastasios Tsiatis Wing Wong
More information about this series at http://www.springer.com/series/2848
Daniel Zelterman
Applied Multivariate Statistics with R
123
Daniel Zelterman School of Public Health Yale University New Haven, CT, USA
ISSN 1431-8776 Statistics for Biology and Health ISBN 978-3-319-14092-6 DOI 10.1007/978-3-319-14093-3
ISSN 2197-5671 (electronic) ISBN 978-3-319-14093-3 (eBook)
Library of Congress Control Number: 2015942244 Springer Cham Heidelberg New York Dordrecht London © Springer International Publishing Switzerland 2015 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. Printed on acid-free paper Springer International Publishing AG Switzerland is part of Springer Science+Business Media (www. springer.com)
Barry H Margolin 1943–2009 Teacher, mentor, and friend
Permissions c R is Copyright 2014 The R Foundation for Statistical Computing. R Core Team (2014). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing Vienna, Austria. URL: http://www. R-project.org/. We are grateful for the use of data sets, used with permission as follows: Public domain data in Table 1.4 was obtained from the U.S. Cancer Statistics Working Group. United States Cancer Statistics: 1999–2007 Incidence and Mortality Web-based Report. Atlanta: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention and National Cancer Institute; 2010. Available online at www.cdc.gov/uscs. The data of Table 1.5 is used with permission of S&P Dow Jones. The data of Table 1.6 was collected from www.fatsecret.com and used with permission. The idea for this table was suggested by the article originally appearing in The Daily Beast, available online at http://www.thedailybeast.com/galleries/2010/06/17/ 40-unhealthiest-burgers.html. The data in Table 7.1 is used with permission o
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