On the consistency properties of linear and quadratic discriminant analyses

The limit behavior of the conditional probability of error of linear and quadratic discriminant analyses is studied under wide assumptions on the class conditional distributions. Results obtained may help to explain analytically the behavior in applications of linear and quadratic discrimination techniques.

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Year of publication:	2005
Authors:	Velilla, Santiago ; Hernández, Adolfo
Published in:	Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 96.2005, 2, p. 219-236
Publisher:	Elsevier
Keywords:	Bayes error Conditional probability of misclassification Consistent sample discriminant rules Inverse regression models Plug-in sample discriminant rules

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005106950