Simple Search

Query:

Enter a query and click »Search«...

Format:

Display: entries per page entries

Zbl 0972.62527
Celeux, G.
Classification and models. (Classification et modèles.) (French)
[J] Rev. Stat. Appl. 36, No.4, 43-57 (1988). ISSN 0035-175X

Summary: We establish the relations between some well-known criteria for clustering and some statistical models. The criteria for continuous data are associated with Gaussian mixtures. The Kullback information criterion and the $\chi^2$ criterion for discrete data are associated with the latent classes model. This presentation of clustering criteria in an inferential framework allows us to study in a precise way the features and limits of many techniques of numerical classification.

MSC 2000:: *62H30 Statistical classification, etc.
62B10 Statistical information theory

Comment on this Item PDF MathML XML ASCII DVI PS BibTeX Online Ordering Article Article Journal

	Scientific prize winners of the ICM 2010
	Overhang
	Lie groups, physics and geometry. An introduction for physicists, engineers and chemists.

Simple Search

Zentralblatt MATH Berlin [Germany]