Research Catalog

Negative binomial regression

Title
Negative binomial regression / Joseph M. Hilbe.
Author
Hilbe, Joseph M., 1944-
Publication
  • Cambridge ; New York : Cambridge University Press, [2007]
  • ©2007

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TextUse in library QA273.6 .H442 2007Off-site

Details

Description
xii, 251 pages : illustrations; 24 cm
Summary
"Written for practicing researchers and statisticians who need to update their knowledge of Poisson and negative binomial models, the book provides a comprehensive overview of estimating methods and algorithms used to model counts, as well as specific modeling guidelines, model selection techniques, methods of interpretation, and assessment of model goodness of fit. Data sets and modeling code are provided on a companion website."--Jacket.
Subject
  • Negative binomial distribution
  • Poisson algebras
  • Mathematics
  • Mathematics
  • Negative binomial distribution
  • Poisson algebras
  • Negative Binomialverteilung
  • Regressionsanalyse
  • Regressionsanalys
Bibliography (note)
  • Includes bibliographical references and index.
Contents
Overview of count response models -- Methods of estimation -- Poisson regression -- Overdispersion -- Negative binomial regression -- Negative binomial regression: modeling -- Alternative variance parameterizations -- Problems with zero counts -- Negative binomial with censoring, truncation, and sample selection -- Negative binomial panel models.
ISBN
  • 9780521857727
  • 0521857724
  • 9780511811852 (canceled/invalid)
  • 0511811853 (canceled/invalid)
LCCN
2007282160
OCLC
  • ocn137221644
  • 137221644
  • SCSB-1451120
Owning Institutions
Princeton University Library