Robust inference for generalized linear models with application to logistic regression

DOI10.1016/S0167-7152(01)00157-2zbMath0994.62062MaRDI QIDQ1612949

Laura Ventura, Gianfranco Adimari

Publication date: 5 September 2002

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

zbMATH Keywords

robustnesslikelihood ratio testM-estimatorslogistic regressionquasi-likelihood

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (8)

Robust median estimator in logistic regression ⋮ Quasi-likelihood from \(M\)-estimators: a numerical comparison with empirical likelihood ⋮ A Simple Diagnostic Plot Connecting Robust Estimation, Outlier Detection, and False Discovery Rates ⋮ Robust Estimation for Zero-Inflated Poisson Regression ⋮ Parametric simultaneous robust inferences for regression coefficient under generalized linear models ⋮ Weak linear representation of M-estimaton in GLMs with dependent errors ⋮ Unnamed Item ⋮ Robust link functions

Cites Work

• Quasi-profile loglikelihoods for unbiased estimating functions
• Robust Bounded-Influence Tests in General Parametric Models
• Robust Inference for Generalized Linear Models
• Robust Regression for Clustered Data with Application to Binary Responses
• Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models
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