Reference values for cook's distance

DOI10.1080/03610919608813337zbMath0937.62619OpenAlexW1971531391MaRDI QIDQ4337287

Choongrak Kim, Barry E. Storer

Publication date: 27 August 1997

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

Full work available at URL: https://doi.org/10.1080/03610919608813337

zbMATH Keywords

influential observationhat matrixmasking effectinfluential setrelative influence measureswamping phenomenon

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)

Related Items

Influence diagnostics in support vector machines ⋮ Influential subsets on the variable selection ⋮ Influence diagnostic in ridge semiparametric models ⋮ Influence diagnostics in the varying coefficient model with longitudinal data ⋮ Some diagnostic resultsin nonparametric density estimation^† ⋮ Influence diagnostics in partially varying-coefficient models ⋮ Cook's distance in local polynomial regression ⋮ Diagnostic measures for kernel ridge regression on reproducing kernel Hilbert space ⋮ Applied regression analysis bibliography update 1994-97 ⋮ Case influence diagnostics in the lasso regression ⋮ Influence diagnostics in semiparametric regression models.

Uses Software

• alr3

Cites Work

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• Robust designs
• Prediction, Linear Regression and the Minimum Sum of Relative Errors
• Influential Observations in Linear Regression