Approximated Perfect Values in Logistic Regression for Prediction and Outlier Detection

DOI10.1081/STA-120018832zbMath1048.62070OpenAlexW1990680950MaRDI QIDQ4801420

Montserrat Guillen, Manuel Artís, Mercedes Ayuso

Publication date: 7 April 2003

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1081/sta-120018832

zbMATH Keywords

outliersmissing observationsapproximated perfect values

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12)

Cites Work

• Unnamed Item
• Logistic regression diagnostics
• Perfect value and outlier detection in logistic binary choice models
• Perfect cells, direct models and contingency table outliers
• Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models