Code: 02159198

Modeling Count Data

Name: Modeling Count Data
Brand: Cambridge University Press
SKU: 02159198
Price: 53.37 EUR
Availability: InStock
Author: Joseph M. Hilbe
ISBN: 9781107611252

by Joseph M. Hilbe

Language: English
Binding: Paperback
Number of pages: 300
Publisher: Cambridge University Press, 2014
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Book 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 linear regression and works up to an analysis of the Poisson and negative binomial models, and to the problem of overdispersion. 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 public health, ecology, econometrics, transportation, and other related fields.