Logistic Regression A Self-Learning Text
This is the second edition of this text on logistic regression methods, ori- nally published in 1994. As in the first edition, each chapter contains a presentation of its topic in “lecture-book” format together with objectives, an outline, key formulae, p
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Statistics for Biology and Health Everitt/Rabe-Hesketh: Analyzing Medical Data Using S-PLUS Ewens/Grant: Statistical Methods in Bioinformatics: An Introduction. Hougaard: Analysis of Multivariate Survival Data. Klein/Moeschberger: Survival Analysis: Techniques for Censored and Truncated Data. Kleinbaum: Logistic Regression: A Self-Learning Text. Kleinbaum/Klein: Logistic Regression: A Self-Learning Text, 2nd Ed. Kleinbaum: Survival Analysis: A Self-Learning Text. Lange: Mathematical and Statistical Methods for Genetic Analysis. Manton/Singer/Suzman: Forecasting the Health of Elderly Populations. Salsburg: The Use of Restricted Significance Tests in Clinical Trials. Therneau/Grambsch: Modeling Survival Data: Extending the Cox Model. Zhang/Singer: Recursive Partitioning in the Health Sciences
David G. Kleinbaum
Mitchel Klein
Logistic Regression A Self-Learning Text Second Edition
With Contributions by Erica Rihl Pry or
Springer
David G. Kleinbaum Mitchel Klein Department of Epidemiology Emory University Atlanta, GA 30333 USA Series Editors K. Dietz Institut für Medizinische Biometrie Universität Tübingen Westbahnhofstrasse 55 D-72070 Tübingen Germany J. Samet School of Public Health Department of Epidemiology Johns Hopkins University 615 Wolfe Street Baltimore, MD 21205-2103 USA
M. Gail National Cancer Institute Rockville, MD 20892 USA
K. Krickeberg Le Chatelet F-63270 Manglieu France
A. Tsiatis Department of Statistics North Carolina State University Raleigh, NC 27695 USA
Library of Congress Cataloging-in-Publication Data Kleinbaum, David G. Logistic regression: a self-learning text / David G. Kleinbaum, Mitchel Klein.—2nd ed. p. ; cm.—(Statistics for biology and health) Includes bibliographical references and index. ISBN 0-387-95397-3 (hc : alk. paper) 1. Medicine—Research—Statistical methods. 2. Regression analysis. 3. Logistic distribution. I. Klein, Mitchel. II. Title. III. Series R853.S7 K54 2002 610.727—dc21 2002019728 ISBN 0-387-95397-3
Printed on acid-free paper.
© 2002, 1994 Springer-Verlag New York, Inc. All rights reserved. This work may not be translated or copied in whole or in part without the written permission of the publisher (Springer-Verlag New York, Inc., 175 Fifth Avenue, New York, NY 10010, 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 dissimilar methodology now known or hereafter developed is forbidden. The use in this publication of trade names, trademarks, service marks, and similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights. Printed in the United States of America. 9 8 7 6 5 4 3 2 1
SPIN 10858950
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