Diagnosing collinearity-influential observations

DOI10.1016/0167-9473(88)90089-8zbMath0726.62134OpenAlexW1969560473MaRDI QIDQ804192

Ali S. Hadi

Publication date: 1988

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

Full work available at URL: https://doi.org/10.1016/0167-9473(88)90089-8

zbMATH Keywords

singular value decompositioninfluenceleverageeigenstructurecollinearityclosed-form approximationscollinearity-influentialcondition indexeffects of row deletion

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)

Related Items

A Novel Collinearity-Influential Observation Diagnostic Measure Based on a Group Deletion Approach, A unifying representation of some case-deletion influence measures in univariate and multivariate linear regression, The principal correlation components estimator and its optimality, Applied regression analysis bibliography update 1988-89

Cites Work

• Collinearity and least squares regression
• The Hat Matrix in Regression and ANOVA
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