On diagnostics in log-linear negative binomial models

DOI10.1080/00949650108812145zbMath1003.62064OpenAlexW2069990635MaRDI QIDQ4330126

Carolina F. Svetliza, Gilberto A. Paula

Publication date: 29 January 2003

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949650108812145

zbMATH Keywords

count dataoverdispersioninfluence diagnosticsvariance functionlikelihood displacementresidual analysislack-of-fit

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) Diagnostics, and linear inference and regression (62J20)

Related Items (2)

Sensitivity analysis of longitudinal count responses: a local influence approach and application to medical data ⋮ Influence diagnostics in mixed effects logistic regression models

Uses Software

• R
• S-PLUS

Cites Work

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• Overdispersion: Models and estimation.
• Negative binomial and mixed poisson regression
• Deviance residuals and normal scores plots
• The Analysis of Unbalanced Cross-Classifications
• Two graphical displays for outlying and influential observations in regression

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