Robust tests in generalized linear models with missing responses

DOI10.1016/j.csda.2012.05.008zbMath1471.62029OpenAlexW2152605145MaRDI QIDQ1800109

Ana M. Bianco, Isabel M. Rodrigues, Graciela Boente

Publication date: 19 October 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11336/738

zbMATH Keywords

outliersinfluence functionmissing datarobust estimationgeneralized linear modelsrobust testingFisher-consistency

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Generalized linear models (logistic models) (62J12) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (8)

Robust inference in the negative binomial regression model with an application to falls data ⋮ Robust estimators in a generalized partly linear regression model under monotony constraints ⋮ Robust Wald-type methods for testing equality between two populations regression parameters: a comparative study under the logistic model ⋮ Special issue on robust analysis of complex data ⋮ Robust tests in generalized linear models with missing responses ⋮ Parametric simultaneous robust inferences for regression coefficient under generalized linear models ⋮ Weak linear representation of M-estimaton in GLMs with dependent errors ⋮ Robust Wald-type tests in GLM with random design based on minimum density power divergence estimators

Uses Software

• robustbase

Cites Work

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• Implementing the Bianco and Yohai estimator for logistic regression
• Robust testing in the logistic regression model
• A robust asymptotic testing model
• Adaptively truncated maximum likelihood regression with asymmetric errors.
• Robust tests in generalized linear models with missing responses
• Quasi-profile loglikelihoods for unbiased estimating functions
• On the asymptotic behavior of one-step estimates in heteroscedastic regression models.
• Resistant estimators in Poisson and gamma models with missing responses and an application to outlier detection
• Breakdown Robustness of Tests
• Logistic discrimination using robust estimators: An influence function approach
• Robust Bounded-Influence Tests in General Parametric Models
• Robust Inference for Generalized Linear Models
• Asymptotic Statistics
• Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models
• Robust Statistics
• Robust estimation for linear regression with asymmetric errors
• Contribution to the Theory of Sampling Human Populations

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