Negative binomial regression
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Negative binomial regression
NegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a compr Negative binomial regression rehensive discussion of count models and the problem of overdispersion, focusing attention on the many varieties of negative binomal regression. A substantial enhancement from the first edition, the text provides the theoretical background as well as fully worked out examples using Stata and R for m Negative binomial regression ost every model having commercial and R software support. Examples using SAS and LIMDEP are given as well. This new edition is an ideal handbook for aNegative binomial regression
ny researcher needing advice on the selection, construction, interpretation, and comparative evaluation of count models in general, and of negative biNegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a compr Negative binomial regression g of count data, the book provides an exhaustive analysis of the basic Poisson model, followed by a thorough analysis of the meanings and scope of overdispersion. Simulations and real data using both Stata and R are provided throughout the text in order to clarify the essentials of the models being Negative binomial regression discussed. The negative binomial distribution and its various parameter!zations and models are then examined with the aim of explaining how each typeNegative binomial regression
of model addresses extra-dispersion. New to this edition are chapters on dealing with endogeny and latent class models, finite mixture and quantile coNegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a compr Negative binomial regression vailable.JOSEPH M. HI LB E is a Solar System Ambassador with NASA’s Jet Propulsion Laboratory at the California Institute of Technology, an Adjunct Professor of statistics at Arizona State University, and an Emeritus Professor at the University of Hawaii. Professor Hilbe is an elected Fellow of the Negative binomial regression American Statistical Association and elected Member of the International Statistical Institute (1S1). for which he is the founding Chair of the ISI asNegative binomial regression
trostatistics committee and Network. He is the author of Logistic Regression Models, a leading text on the subject, co-author of R for Stata Users (wiNegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a compr Negative binomial regression onSecond EditionJOSEPH M. HILBEJet Propulsion Laboratory, California Institute of Technology and Arizona State UniversityCambridgeCAMBRIDGE UNIVERSITY PRESSCambridge. New York. Melbourne. Madrid. Cape Town. Singapore. Sào Paulo. Delhi, Tokyo. Mexico CityCambridge University PressThe Edinburgh Buildi Negative binomial regression ng. Cambridge CB2 8RƯ. UKPublished in the United States of America by Cambridge University Press. New Yorkwww.cambridge.orgInformation on this title:Negative binomial regression
www.carnbridge.org/978O521198158©J. M. Hilbe 2007. 2011This publication is in copyright. Subject to statutory exception and to the provisions of relevNegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a compr Negative binomial regression lished 2007 Reprinted with corrections 2008 Second edition 2011Printed in the United Kingdom at the University Press, CambridgeA catalogue record for this publication is available from the British LibraryLibrary of Congress Cataloguing in Publication data Hilbe. Joseph.Negative binomial regression / Negative binomial regression Joseph M. Hilbe. - 2nd ed.p. cm.Includes bibliographical references and index.ISBN 978-0-521-19815-8 (hardback)1. Negative binomial distribution. 2.Negative binomial regression
Poisson algebras. I. Title.QA16I.B5H55 2011NegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a comprNegativeBinomialRegressionSECOND EDITIONNegative Binomial RegressionSecond EditionThis second edition of Negative Binomial Regression provides a comprGọi ngay
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