On the consistency and robustness properties of linear discriminant analysis

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dc.contributor.author Velilla Cerdan, Santiago
dc.contributor.author Hernández, Adolfo
dc.date.accessioned 2006-11-09T10:45:25Z
dc.date.available 2006-11-09T10:45:25Z
dc.date.issued 2002-08
dc.identifier.uri http://hdl.handle.net/10016/182
dc.description.abstract Strong consistency of linear discriminant analysis is established under wide assumptions on the class conditional densities. Robustness to the presence of a mild degree of class dispersion heterogeneity is also analyzed. Results obtained may help to explain analytically the frequent good behavior in applications of linear discrimination techniques.
dc.format.extent 532662 bytes
dc.format.mimetype application/pdf
dc.language.iso eng
dc.language.iso eng
dc.relation.ispartofseries UC3M Working Papers. Statistics and Econometrics
dc.relation.ispartofseries 2002-06
dc.title On the consistency and robustness properties of linear discriminant analysis
dc.type workingPaper
dc.subject.eciencia Estadística
dc.rights.accessRights openAccess
dc.identifier.repec ws023506
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