Deletion diagnostics for generalized linear models using the adjusted Poisson likelihood function

DOI10.1016/J.JSPI.2010.12.016zbMath1209.62167OpenAlexW2038848279MaRDI QIDQ630934

Tsung-Shan Tsou, Li-Chu Chien

Publication date: 22 March 2011

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2010.12.016

zbMATH Keywords

Poisson regression modelinfluential observationsgeneralized linear modelsrobust influential diagnostic method

Mathematics Subject Classification ID

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

Related Items (2)

Hypothesis testing in generalized linear models with functional coefficient autoregressive pro\-cesses ⋮ Quasi-maximum likelihood estimators in generalized linear models with autoregressive processes

Cites Work

• Alternative computational formulae for generalized linear model diagnostics: identifying influential observations with SAS software
• Logistic regression diagnostics
• Quasi-likelihood functions
• Robust Poisson regression
• Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions
• Interpreting Statistical Evidence by using Imperfect Models: Robust Adjusted Likelihood Functions
• Maximum Likelihood Estimation of Misspecified Models
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