Optimal clustering on the real line

The central limit theory associated with universally optimal and bounded locally optimal clustering is presented. The derivation makes use of a Donsker-type theorem for the quantile process that is also proven. Procedures for assessing the numbers of groups represented in the data are also presented.

MoreLess

Year of publication:	1988
Authors:	Butler, Ronald W.
Published in:	Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 24.1988, 1, p. 88-108
Publisher:	Elsevier
Subject:	clustering asymptotic efficiency M-estimator quantization

More details

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

Persistent link: https://www.econbiz.de/10005153080