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Asymptotic expansions of the distributions of the latent roots in MANOVA and the canonical correlations
Authors:Y Fujikoshi
Institution:1. Department of Mathematics and Statistics, C.S.I.R.O., Adelaide, Australia;2. Kobe University, Japan
Abstract:Asymptotic expansions are given for the density function of the normalized latent roots of S1S2?1 for large n under the assumption of Ω = O(n), where S1 and S2 are independent noncentral and central Wishart matrices having the Wp(b, Σ; Ω) and Wp(n, Σ) distributions, respectively. The expansions are obtained by using a perturbation method. Asymptotic expansions are also obtained for the density function of the normalized canonical correlations when some of the population canonical correlations are zero.
Keywords:62H10  62H20  Asymptotic expansions  density functions  latent roots in MANOVA model  canonical correlations  perturbation method
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