The Remedian: A Robust Averaging Method for Large Data Sets

DOI10.2307/2289530zbMath0702.62030OpenAlexW4246794494MaRDI QIDQ3481079

Peter J. Rousseeuw, Gilbert W. jun. Bassett

Publication date: 1990

Full work available at URL: https://doi.org/10.2307/2289530

zbMATH Keywords

consistencyrecursive estimationrobust estimatorsingle-pass algorithmsstorage spacepopulation mediancurve averagingequivariant for monotone transformationsfinite-sample breakdownmedian-stable distributionmedian-stable laws

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Robustness and adaptive procedures (parametric inference) (62F35) Probabilistic methods, stochastic differential equations (65C99)

Related Items (10)

Median Stable Distributions ⋮ Further analysis of the remedian algorithm ⋮ Convergence rate of SVM for kernel-based robust regression ⋮ Asymptotic properties of the remedian ⋮ The asymptotic distributions of the remedians ⋮ A review of robust regression and diagnostic procedures in linear regression ⋮ Superresolution from a Single Noisy Image by the Median Filter Transform ⋮ Does median filtering truly preserve edges better than linear filtering? ⋮ Robust learning from bites for data mining ⋮ Review of median stable distributions and Schröder's equation

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