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.
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Produktdetaljer
ISBN
9781139989978
Publisert
2015
Utgiver
Vendor
Cambridge University Press
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter