A Novel Collinearity-Influential Observation Diagnostic Measure Based on a Group Deletion Approach

DOI10.1080/03610918.2011.600497zbMath1270.62105OpenAlexW2050852164MaRDI QIDQ3168354

Arezoo Bagheri, R. H. M. R. Imon, M. Habshah

Publication date: 30 October 2012

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2011.600497

zbMATH Keywords

high leverage pointsdiagnostic robust generalized potential

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear inference, regression (62J99) Diagnostics, and linear inference and regression (62J20)

Cites Work

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• Diagnosing collinearity-influential observations
• A new measure of overall potential influence in linear regression
• The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
• Identifying multiple influential observations in linear regression
• Regression Analysis by Example
• Generalized Inverses, Ridge Regression, Biased Linear Estimation, and Nonlinear Estimation

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