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Item Details
Title: MODELING COUNT DATA
By: Joseph M. Hilbe
Format: Paperback

List price: £37.99


We currently do not stock this item, please contact the publisher directly for further information.

ISBN 10: 1107611253
ISBN 13: 9781107611252
Publisher: CAMBRIDGE UNIVERSITY PRESS
Pub. date: 21 July, 2014
Pages: 300
Description: This book provides guidelines and fully worked examples of how to select, construct, interpret and evaluate the full range of count models.
Synopsis: This entry-level text offers clear and concise guidelines on how to select, construct, interpret, and evaluate count data. Written for researchers with little or no background in advanced statistics, the book presents treatments of all major models using numerous tables, insets, and detailed modeling suggestions. It begins by demonstrating the fundamentals of modeling count data, including a thorough presentation of the Poisson model. It then works up to an analysis of the problem of overdispersion and of the negative binomial model, and finally to the many variations that can be made to the base count models. Examples in Stata, R, and SAS code enable readers to adapt models for their own purposes, making the text an ideal resource for researchers working in health, ecology, econometrics, transportation, and other fields.
Illustrations: 10 b/w illus. 81 tables
Publication: UK
Imprint: Cambridge University Press
Prizes: Short-listed for PROSE Awards: Mathematics 2015
Returns: Returnable
Some other items by this author:
A BEGINNER'S GUIDE TO GLM AND GLMM WITH R (PB)
ASTROSTATISTICAL CHALLENGES FOR THE NEW ASTRONOMY (HB)
ASTROSTATISTICAL CHALLENGES FOR THE NEW ASTRONOMY (PB)
BAYESIAN MODELS FOR ASTROPHYSICAL DATA (HB)
GENERALIZED ESTIMATING EQUATIONS
GENERALIZED ESTIMATING EQUATIONS (HB)
GENERALIZED ESTIMATING EQUATIONS, SECOND EDITION
GENERALIZED LINEAR MODELS
GENERALIZED LINEAR MODELS AND EXTENSIONS (PB)
GENERALIZED LINEAR MODELS AND EXTENSIONS (PB)
LOGISTIC REGRESSION MODELS
LOGISTIC REGRESSION MODELS
LOGISTIC REGRESSION MODELS
LOGISTIC REGRESSION MODELS (HB)
LOGISTIC REGRESSION MODELS (HB)
LOGISTIC REGRESSION MODELS (PB)
LOGISTIC REGRESSION MODELS, SECOND EDITION
METHODS OF STATISTICAL MODEL ESTIMATION
METHODS OF STATISTICAL MODEL ESTIMATION
METHODS OF STATISTICAL MODEL ESTIMATION (HB)
MODELING COUNT DATA (HB)
NEGATIVE BINOMIAL REGRESSION
NEGATIVE BINOMIAL REGRESSION
NEGATIVE BINOMIAL REGRESSION (HB)
NEGATIVE BINOMIAL REGRESSION (HB)
PRACTICAL GUIDE TO LOGISTIC REGRESSION
PRACTICAL GUIDE TO LOGISTIC REGRESSION (HB)
PRACTICAL GUIDE TO LOGISTIC REGRESSION (PB)
PRACTICAL PREDICTIVE ANALYTICS AND DECISIONING SYSTEMS FOR MEDICINE (HB)
QUASI-LEAST SQUARES REGRESSION
QUASI-LEAST SQUARES REGRESSION
QUASI-LEAST SQUARES REGRESSION (HB)
R FOR STATA USERS (HB)
R FOR STATA USERS (PB)

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