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Breakdown Point Analysis/Ushahidi
Rekodi ya ushahidi wa mbinu

Breakdown Point Analysis

Breakdown point analysis quantifies the fraction of outliers an estimator can tolerate before it produces meaningless results. Formalised by Hampel (1971) and Donoho and Huber (1983), it is the standard tool for comparing the robustness of competing estimators.

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Breakdown Point Analysis of Estimators
Rekodi ya mbinu ya kiajenda · regression-model / statistics
  • Donoho, D. L. & Huber, P. J. (1983). The Notion of Breakdown Point. In A Festschrift for Erich L. Lehmann (pp. 157-184). Wadsworth. · URL
  • Hampel, F. R. (1971). A General Qualitative Definition of Robustness. Annals of Mathematical Statistics, 42(6), 1887-1896. · DOI 10.1214/aoms/1177693054
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Same method familyBootstrap Inferencemachine-suggested · Relational suggestion, not evidence.Same method familyHeteroscedasticity-Robust Standard Errorsmachine-suggested · Relational suggestion, not evidence.Same method familyOLS Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyQuantile Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyRobust Discriminant Analysismachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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