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On the General Canonical Correlation Distribution

Authors :
A. T. James
A. G. Constantine
Source :
Ann. Math. Statist. 29, no. 4 (1958), 1146-1166
Publication Year :
1958
Publisher :
Institute of Mathematical Statistics, 1958.

Abstract

The paper is divided into two parts: A. An elementary derivation of Bartlett's results on the distribution of the canonical correlation coefficients using exterior differential forms. Briefly, our method consists of taking the original multivariate normal distribution, transforming to the canonical correlations and other variables, and then integrating out these extraneous variables. B. A new method of calculating the conditional moments which appear in Bartlett's expansion of this distribution, based on the process of averaging over the orthogonal group. This method allows the calculation of moments of any order.

Details

ISSN :
00034851
Volume :
29
Database :
OpenAIRE
Journal :
The Annals of Mathematical Statistics
Accession number :
edsair.doi.dedup.....4e9cad38b1259272b090cfb00397a9e7
Full Text :
https://doi.org/10.1214/aoms/1177706447