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Alfred DeMaris - Logit modeling: practical applications

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Logit Modeling represents a breakthrough for researchers because it offers ways for more efficient estimation of models with multiple categorical variables, particularly whenever the measurement assumptions for classical multiple regression fail to be met. Taking an applied approach, DeMaris begins by describing the logit model in the context of the general loglinear model, moving its application from two-way to multidimensional tables. He then divides the rest of the book between an examination of the varieties of logit models for contingency tables and logistic regression. Throughout his coverage of both these major areas, DeMaris emphasizes interpretation of results. The book concludes with an extension of logistic regression to dependent variables with more than two categories.

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title Logit Modeling Practical Applications Sage University Papers - photo 1

title:Logit Modeling : Practical Applications Sage University Papers Series. Quantitative Applications in the Social Sciences ; No. 07-086
author:DeMaris, Alfred.
publisher:Sage Publications, Inc.
isbn10 | asin:0803943776
print isbn13:9780803943773
ebook isbn13:9780585212197
language:English
subjectEconometric models, Logits.
publication date:1992
lcc:HB141.D42 1992eb
ddc:330/.01/5195
subject:Econometric models, Logits.
Logit Modeling
Practical Applications
SAGE UNIVERSITY PAPERS
Series: Quantitative Applications in the Social Sciences
Series Editor: Michael S. Lewis-Beck, University of Iowa
Editorial Consultants
Richard A. Berk, Sociology, University of California, Los Angeles
William D. Berry, Political Science, Florida State University
Kenneth A. Bollen, Sociology, University of North Carolina, Chapel Hill
Linda B. Bourque, Public Health, University of California, Los Angeles
Jacques A. Hagenaars, Social Sciences, Tilburg University
Sally Jackson, Communications, University of Arizona
Richard M. Jaeger, Education, University of North Carolina, Greensboro
Gary King, Department of Government, Harvard University
Roger E. Kirk, Psychology, Baylor University
Helena Chmura Kraemer, Psychiatry and Behavioral Sciences, Stanford University
Peter Marsden, Sociology, Harvard University
Helmut Norpoth, Political Science, SUNY, Stony Brook
Frank L. Schmidt, Management and Organization, University of Iowa
Herbert Weisberg, Political Science, The Ohio State University
Publisher
Sara Miller McCune, Sage Publications, Inc.
INSTRUCTIONS TO POTENTIAL CONTRIBUTORS
For guidelines on submission of a monograph proposal to this series, please write
Michael S. Lewis-Beck, Editor
Sage QASS Series
Department of Political Science
University of Iowa
Iowa City, IA 52242
Page i
Series/Number 07-086
Logit Modeling
Practical Applications
Alfred Demaris
Bowling Green State University
Picture 2
SAGE PUBLICATIONS
International Educational and Professional Publisher
Newbury Park London New Delhi
Page ii
Copyright 1992 by Sage Publications, Inc.
All rights reserved. No part of this book may be reproduced or utilized in any form or by any means, electronic or mechanical, including photocopying, recording, or by any information storage and retrieval system, without permission in writing from the publisher.
For information address:
Picture 3
SAGE Publications, Inc.
2455 Teller Road
Newbury Park, California 91320
E-mail: order@sagepub.com
SAGE Publications Ltd.
6 Bonhill Street
London EC2A 4PU
United Kingdom
SAGE Publications India Pvt. Ltd.
M-32 Market
Greater Kailash I
New Delhi 110 048 India
Printed in the United States of America
Library of Congress Catalog Card No. 89-043409
DeMaris, Alfred.
Logit modeling: practical applications / Alfred DeMaris.
p. cm.(A Sage university papers series. Quantitative
applications in the social sciences; v.86)
Includes bibliographical references (p. ).
ISBN 0-8039-4377-6
1. Econometric models. 2. Logits. I. Title. II. Series.
HB141.D42 1992 92-9657
330'.01'5195dc20 CIP
98 99 00 01 02 03 11 10 9 8 7 6
Sage Production Editor: Judith L. Hunter
When citing a university paper, please use the proper form. Remember to cite the current Sage University Paper series title and include the paper number. One of the following formats can be adapted (depending on the style manual used):
(1) DEMARIS, A. (1992) Logit Modeling: Practical Applications. Sage University Paper series on Quantitative Applications in the Social Sciences, 07-086. Newbury Park, CA: Sage.
OR
(2) DeMaris, A. (1992) Logit modeling: Practical applications (Sage University Paper series on Quantitative Applications in the Social Sciences, series no. 07-086). Newbury Park, CA: Sage.
Page iii
Contents
Series Editor's Introduction
v
1. Introduction
1
Picture 4
Analysis of a Two-Way Table
3
Picture 5
Chi-Squared as a Goodness-of-Fit Test
5
Picture 6
Measuring the Effects of Predictors
6
2. Logit Models: Theoretical Background
7
Picture 7
The Loglinear Model for Two-Way Tables
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