Modeling Count Data
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Book Overview
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.
Format:Paperback
Language:English
ISBN:1107611253
ISBN13:9781107611252
Release Date:July 2014
Publisher:Cambridge University Press
Length:300 Pages
Weight:1.15 lbs.
Dimensions:0.7" x 6.6" x 9.5"
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