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Asymptotic distributions of the sphericity test in a complex multivariate normal distribution
Authors:C Fang  PR Krishnaiah  BN Nagarsenker
Institution:1. University of Pittsburgh , Pittsburgh, Pennsylvania;2. Air Force Institute of Technology , Wright-Patterson Air Force Base, Ohio
Abstract:In this paper, asymptotic expansions of the null and non-null distributions of the sphericity test criterion in the case of a complex multivariate normal distribution are obtained for the first time in terms of beta distributions. In the null case, it is found that the accuracy of the approximation by taking the first term alone in the asymptotic series is sufficient for practical purposes. In fact for p - 2. the asymptotic expansion reduces to the first term which is also the exact distribution in this case. Applications of the results to the area of inferences on multivariate time series are also given.
Keywords:likelihood ratio criterion  asymptotic expansion  null distribution  non-null distribution  beta distribution
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