Arbeitspapier

The masking breakdown point of multivariate outlier identification rules

In this paper, we consider one-step outlier identification rules for multivariate data-generalizing the concept of so-called a - outlier identifiers_ as presented in Davies and Gather (1993) for the case of univariate samples. We investigate how the finite sample breakdown points of estimators used in these identification rules influence the masking behaviour of the rules.

Language
Englisch

Bibliographic citation
Series: Technical Report ; No. 1997,09

Subject
Breakdown points
Outlier identification
Masking Robust statistics

Event
Geistige Schöpfung
(who)
Becker, Claudia
Gather, Ursula
Event
Veröffentlichung
(who)
Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen
(where)
Dortmund
(when)
1997

Handle
Last update
10.03.2025, 11:43 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Becker, Claudia
  • Gather, Ursula
  • Universität Dortmund, Sonderforschungsbereich 475 - Komplexitätsreduktion in Multivariaten Datenstrukturen

Time of origin

  • 1997

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