Robust versus classical detection of atypical data

DOI10.1016/0167-9473(92)90082-QzbMath0875.62355OpenAlexW2017090527WikidataQ60726066 ScholiaQ60726066MaRDI QIDQ2563576

Gérard Antille, Gilbert Ritschard

Publication date: 10 November 1997

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

Full work available at URL: https://doi.org/10.1016/0167-9473(92)90082-q

zbMATH Keywords

outliersregression diagnosticsrobust distancesleverage points\(M\) and high breakdown point estimators

Mathematics Subject Classification ID

Robustness and adaptive procedures (parametric inference) (62F35) Diagnostics, and linear inference and regression (62J20)

Related Items (1)

Detection of influential observations in functional errors-in-variables model

Uses Software

• ROBETH

Cites Work

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• Influential observations, high leverage points, and outliers in linear regression
• Least Median of Squares Regression
• Estimation in Linear Regression Models with Disparate Data Points
• Efficient Bounded-Influence Regression Estimation
• The Influence Curve and Its Role in Robust Estimation
• Detection of Influential Observation in Linear Regression
• Robust and classical outlyingness indicators a simulation study

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