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运用SAS进行属性数据分析的经典教材
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Categorical
Data Analysis
Using SAS
®
Third Edition
Maura E. Stokes
Charles S. Davis
Gary G. Koch
Stokes, Maura E., Charles S. Davis, and Gary G. Koch. Categorical Data Analysis Using SAS®, Third Edition. Copyright © 2012,
SAS Institute Inc., Cary, North Carolina, USA. ALL RIGHTS RESERVED. For additional SAS resources, visit support.sas.com/bookstore.
The correct bibliographic citation for this manual is as follows: Stokes, Maura E., Charles S. Davis, and
Gary G. Koch. 2012. Categorical Data Analysis Using SAS
®
, Third Edition. Cary, NC: SAS Institute Inc.
Categorical Data Analysis Using SAS
®
, Third Edition
Copyright © 2012, SAS Institute Inc., Cary, NC, USA
ISBN 978-1-61290-090-2 (electronic book)
ISBN 978-1-60764-664-8
All rights reserved. Produced in the United States of America.
For a hard-copy book: No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in
any form or by any means, electronic, mechanical, photocopying, or otherwise, without the prior written permission
of the publisher, SAS Institute Inc.
For a Web download or e-book: Your use of this publication shall be governed by the terms established by the
vendor at the time you acquire this publication.
The scanning, uploading, and distribution of this book via the Internet or any other means without the permission of
the publisher is illegal and punishable by law. Please purchase only authorized electronic editions and do not
participate in or encourage electronic piracy of copyrighted materials. Your support of others’ rights is appreciated.
U.S. Government Restricted Rights Notice: Use, duplication, or disclosure of this software and related
documentation by the U.S. government is subject to the Agreement with SAS Institute and the restrictions set forth in
FAR 52.227-19, Commercial Computer Software-Restricted Rights (June 1987).
SAS Institute Inc., SAS Campus Drive, Cary, North Carolina 27513-2414
1st printing, July 2012
SAS
Institute Inc. provides a complete selection of books and electronic products to help customers use SAS software
to its fullest potential. For more information about our e-books, e-learning products, CDs, and hard-copy books, visit
the SAS Books Web site at support.sas.com/bookstore or call 1-800-727-3228.
SAS
®
and all other SAS Institute Inc. product or service names are registered trademarks or trademarks of SAS
Institute Inc. in the USA and other countries. ® indicates USA registration.
Other brand and product names are registered trademarks or trademarks of their respective companies.
Stokes, Maura E., Charles S. Davis, and Gary G. Koch. Categorical Data Analysis Using SAS®, Third Edition. Copyright © 2012,
SAS Institute Inc., Cary, North Carolina, USA. ALL RIGHTS RESERVED. For additional SAS resources, visit support.sas.com/bookstore.
Contents
Chapter 1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . 1
Chapter 2. The 2 2 Table . . . . . . . . . . . . . . . . . . . . . . . 15
Chapter 3. Sets of 2 2 Tables . . . . . . . . . . . . . . . . . . . . . 47
Chapter 4. 2 r and s 2 Tables . . . . . . . . . . . . . . . . . . . . 73
Chapter 5. The s r Table . . . . . . . . . . . . . . . . . . . . . . . 107
Chapter 6. Sets of s r Tables . . . . . . . . . . . . . . . . . . . . . 141
Chapter 7. Nonparametric Methods . . . . . . . . . . . . . . . . . . . . 175
Chapter 8. Logistic Regression I: Dichotomous Response . . . . . . . . . . . 189
Chapter 9. Logistic Regression II: Polytomous Response . . . . . . . . . . . . 259
Chapter 10. Conditional Logistic Regression . . . . . . . . . . . . . . . . . 297
Chapter 11. Quantal Response Data Analysis . . . . . . . . . . . . . . . . 345
Chapter 12. Poisson Regression and Related Loglinear Models . . . . . . . . . . 373
Chapter 13. Categorized Time-to-Event Data . . . . . . . . . . . . . . . . 409
Chapter 14. Weighted Least Squares . . . . . . . . . . . . . . . . . . . . 427
Chapter 15. Generalized Estimating Equations . . . . . . . . . . . . . . . . 487
References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 557
Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 573
Stokes, Maura E., Charles S. Davis, and Gary G. Koch. Categorical Data Analysis Using SAS®, Third Edition. Copyright © 2012,
SAS Institute Inc., Cary, North Carolina, USA. ALL RIGHTS RESERVED. For additional SAS resources, visit support.sas.com/bookstore.
Stokes, Maura E., Charles S. Davis, and Gary G. Koch. Categorical Data Analysis Using SAS®, Third Edition. Copyright © 2012,
SAS Institute Inc., Cary, North Carolina, USA. ALL RIGHTS RESERVED. For additional SAS resources, visit support.sas.com/bookstore.
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