The Use of Influence Functions for Outlier Detection and Data Editing

DOI10.1080/01966324.1983.10737113zbMath0536.62029OpenAlexW2093975492WikidataQ58127775 ScholiaQ58127775MaRDI QIDQ3321239

No author found.

Publication date: 1983

Published in: American Journal of Mathematical and Management Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01966324.1983.10737113

zbMATH Keywords

missing observationsimputationrobust estimatorsoutlier detectiondata editinginfluence functionsdata validationreplacing outliers

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Robustness and adaptive procedures (parametric inference) (62F35) Parametric inference (62F99)

Cites Work

• Influence functions for censored data
• The Influence Function and its Application to Data Validation
• Robust estimation and outlier detection with correlation coefficients
• Robust Estimates of Location: Survey and Advances
• Robust Statistics
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