The largest nonindentifiable outlier: a comparison of multivariate simultaneous outlier identification rules

By C. Becker, Ursula Gather. 2001

60 citations recorded by the source corpus.

Subfields: Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/a4b2264fb4c8868f4fec762a0abccbcc6c0b20bf

How researchers see this paper

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In Statistics and Probability

1. Han Lin Shang
2. Rob J Hyndman
3. Shamim Nemati
4. Andrea Cerioli
5. Katherine E. Niehaus
6. G. Clifford
7. Marzyeh Ghassemi
8. Alistair E. W. Johnson

Citations in the corpus

• Rainbow Plots, Bagplots, and Boxplots for Functional Data (2010, background): “See Becker & Gather (2001) and Hardin & Rocke (2005) for discussion on variations of this method.”
• Multivariate Outlier Detection With High-Breakdown Estimators (2010, background): “Following Benjamini and Hochberg (1995), the two main quantities of interest are the per-comparison error rate (PCER) E{R/n} and the family-wise error rate (FWER) Pr{R ≥ 1}.”
• Machine Learning and Decision Support in Critical Care (2016, background): “Bayesian forecasting [43], and a variety of robust signal estimators [44].”
• Identification of Multivariate Outliers: A Performance Study (2016, result): “In fact, as was shown in Becker and Gather (2001) the MCD estimator leads in general to the worst results among the methods compared there.”