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Asymptotic joint distribution of the largest roots of several multivariate F matrices I. Quasi-independent case
Authors:Minoru Siotani  Shu Geng
Affiliation:Department of Statistics, Kansas State University, Manhattan, Kansas 66506 USA
Abstract:An asymptotic expansion of the joint distribution of k largest characteristic roots CM(i)(SiS0?1), i = 1,…, k, is given, where S'is and S0 are independent Wishart matrices with common covariance matrix Σ. The modified second-approximation procedure to the upper percentage points of the maximum of CM(i)(SiS0?1), i = 1,…, k, is also considered. The evaluation of the expansion is based on the idea for studentization due to Welch and James with the use of differential operators and of the perturbation procedure.
Keywords:62H10  62E20  asymptotic expansion  differential operators  largest characteristic roots  perturbation procedure  simultaneous confidence bounds  simultaneous MANOVA test  modified second approximation
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