Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Becker, Claudia | de |
dc.contributor.author | Gather, Ursula | de |
dc.date.accessioned | 2004-12-06T18:38:29Z | - |
dc.date.available | 2004-12-06T18:38:29Z | - |
dc.date.issued | 1998 | de |
dc.identifier.uri | http://hdl.handle.net/2003/4850 | - |
dc.identifier.uri | http://dx.doi.org/10.17877/DE290R-16151 | - |
dc.description.abstract | In their paper, Davies and Gather (1993) formalized the task of outlier identification, considering also certain performance criteria for outlier identifiers. One of those criteria, the maximum asymptotic bias, is carried over here to multivariate outlier identifiers. We show how this term depends on the respective biases of estimators which are used to construct the identifier. It turns out that the use of high-breakdown robust estimators is not sufficient toachieve outlier identifiers with bounded maximum asymptotic bias. | en |
dc.format.extent | 117160 bytes | - |
dc.format.extent | 172829 bytes | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/postscript | - |
dc.language.iso | en | de |
dc.publisher | Universitätsbibliothek Dortmund | de |
dc.subject | consistency | en |
dc.subject | outlier identification | en |
dc.subject | robust statistics | en |
dc.subject.ddc | 310 | de |
dc.title | The Maximum Asymptotic Bias of Outlier Identifiers | en |
dc.type | Text | de |
dc.type.publicationtype | report | en |
dcterms.accessRights | open access | - |
Appears in Collections: | Sonderforschungsbereich (SFB) 475 |
Files in This Item:
File | Description | Size | Format | |
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98_03.pdf | DNB | 168.78 kB | Adobe PDF | View/Open |
tr03-98.ps | 114.41 kB | Postscript | View/Open |
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This item is protected by original copyright
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