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On the asymptotic behavior of general projection-pursuit estimators under the common principal components model

Authors :
Boente, Graciela
Molina, Julieta
Sued, Mariela
Source :
Statistics & Probability Letters. Feb2010, Vol. 80 Issue 3/4, p228-235. 8p.
Publication Year :
2010

Abstract

Abstract: The common principal components model for several groups of multivariate observations assumes equal principal axes among the groups. Robust estimators can be defined replacing the sample variance by a robust dispersion measure. This paper studies the asymptotic distribution of robust projection-pursuit estimators under a common principal components model. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01677152
Volume :
80
Issue :
3/4
Database :
Academic Search Index
Journal :
Statistics & Probability Letters
Publication Type :
Periodical
Accession number :
47055497
Full Text :
https://doi.org/10.1016/j.spl.2009.10.011