Software for Data Analysis Programming with R
John Chambers has been the principal designer of the S language since its beginning, and in 1999 received the ACM System Software award for S, the only statistical software to receive this award. He is author or coauthor of the landmark books on S. Now he
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Statistics and Computing Brusco/Stahl: Branch and Bound Applications in Combinatorial Data Analysis Chambers: Software for Data Analysis: Programming with R Dalgaard: Introductory Statistics with R Gentle: Elements of Computational Statistics Gentle: Numerical Linear Algebra for Applications in Statistics Gentle: Random Number Generation and Monte Carlo Methods, 2nd ed. Härdle/Klinke/Turlach: XploRe: An Interactive Statistical Computing Environment Hörmann/Leydold/Derflinger: Automatic Nonuniform Random Variate Generation Krause/Olson: The Basics of S-PLUS, 4th ed. Lange: Numerical Analysis for Statisticians Lemmon/Schafer: Developing Statistical Software in Fortran 95 Loader: Local Regression and Likelihood Ó Ruanaidh/Fitzgerald: Numerical Bayesian Methods Applied to Signal Processing Pannatier: VARIOWIN: Software for Spatial Data Analysis in 2D Pinheiro/Bates: Mixed-Effects Models in S and S-PLUS Unwin/Theus/Hofmann: Graphics of Large Datasets: Visualizing a Million Venables/Ripley: Modern Applied Statistics with S, 4th ed. Venables/Ripley: S Programming Wilkinson: The Grammar of Graphics, 2nd ed.
John M. Chambers
Software for Data Analysis Programming with R
John Chambers Department of Statistics–Sequoia Hall 390 Serra Mall Stanford University Stanford, CA 94305-4065 USA [email protected]
Series Editors: John Chambers Department of Statistics–Sequoia Hall 390 Serra Mall Stanford University Stanford, CA 94305-4065 USA
W. Härdle Institut für Statistik und Ökonometrie Humboldt-Universität zu Berlin Spandauer Str. 1 D-10178 Berlin Germany
David Hand Department of Mathematics South Kensington Campus Imperial College London London, SW7 2AZ United Kingdom
Java™ is a trademark or registered trademark of Sun Microsystems, Inc. in the United States and other countries. Mac OS® X - Operating System software - is a registered trademark of Apple Computer, Inc. MATLAB® is a trademark of The MathWorks, Inc. MySQL® is a registered trademark of MySQL AB in the United States, the European Union and other countries. Oracle is a registered trademark of Oracle Corporation and/or its affiliates. S-PLUS® is a registered trademark of Insightful Corporation. UNIX® is a registered trademark of The Open Group. Windows® and/or other Microsoft products referenced herein are either registered trademarks or trademarks of Microsoft Corporation in the U.S. and/or other countries. Star Trek and related marks are trademarks of CBS Studios, Inc.
ISBN: 978-0-387-75935-7 DOI: 10.1007/978-0-387-75936-4
e-ISBN: 978-0-387-75936-4
Library of Congress Control Number: 2008922937 © 2008 Springer Science+Business Media, LLC All rights reserved. This work may not be translated or copied in whole or in part without the written permission of the publisher (Springer Science+Business Media, LLC, 233 Spring Street, New York, NY 10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with any form of information storage and retrieval, electronic adaptation, computer software, or by similar or dissimila
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