Article ID Journal Published Year Pages File Type
1145352 Journal of Multivariate Analysis 2015 11 Pages PDF
Abstract

Lawley (Lawley, 1956) obtained an approximation, through the first terms of a series expansion, of certain moments of an eigenvalue of the sample covariance matrix. The aim of this paper is to improve that approximation and to calculate a similar approximation for certain moments of the associated eigenvector. The results have practical applications in certain fields of Statistics, such as Influence Analysis.

Related Topics
Physical Sciences and Engineering Mathematics Numerical Analysis
Authors
, , ,