[Download] "Modeling Count Data" by Joseph M. Hilbe # Book PDF Kindle ePub Free

eBook details

Title: Modeling Count Data
Author : Joseph M. Hilbe
Release Date : January 31, 2014
Genre: Mathematics,Books,Science & Nature,
Pages : * pages
Size : 10243 KB

Description

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.