Detection of collinearity- influential observations

DOI10.1080/03610928908829993zbMath0696.62306OpenAlexW2159670039MaRDI QIDQ3474094

Esteban Walker

Publication date: 1989

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

Full work available at URL: https://doi.org/10.1080/03610928908829993

zbMATH Keywords

singular value decompositionleverageeigenstructure

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Linear inference, regression (62J99)

Related Items

On eigenvalues, case deletion and extremes in regression, Influence diagnostics for fractional principal components estimators in regression, Ill-conditioning and multicollinearity

Cites Work

• Multicollinear effects of weighted least squares regression
• The regression dilemma
• Regresion analysis with multicollinear predictor variables: definition, derection, and effects
• Efficient Computing of Regression Diagnostics
• The Hat Matrix in Regression and ANOVA
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