Diagnostic robust generalized potential based on index set equality (DRGP (ISE)) for the identification of high leverage points in linear model

DOI10.1007/S00180-016-0662-6zbMath1347.65022OpenAlexW2377753499MaRDI QIDQ311284

Hock Ann Lim, Habshah Midi

Publication date: 29 September 2016

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-016-0662-6

zbMATH Keywords

maskingswampingdiagnostic robust generalized potentialshigh leverage pointsindex set equality

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Linear regression; mixed models (62J05) Robustness and adaptive procedures (parametric inference) (62F35) Diagnostics, and linear inference and regression (62J20)

Related Items (2)

Detection of outliers in high-dimensional data using nu-support vector regression ⋮ Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data

Cites Work

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• High-breakdown robust multivariate methods
• A new measure of overall potential influence in linear regression
• The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
• Least Median of Squares Regression
• The Performance of Robust Two-Stage Estimator in Nonlinear Regression with Autocorrelated Error
• The Hat Matrix in Regression and ANOVA
• Alternatives to the Median Absolute Deviation

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