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On detection of outliers in symmetric normal models
Authors:Dayanand N Naik
Institution:Department of Mathematics and Statistics , Old Dominion University , Norfolk, Virginia, 23529, U.S.A
Abstract:Extensions of recent results for detection of mean slippage type outliers from i.i.d. multivariate normal and elliptically symmetric distributions are made to symmetric case, that is, when the observations are equicorrelated. The main tool used is Wijsman's (1967) representation theorem. The results obtained can be viewed as a robustness property of the use of Mardia's multivariate kurtosis as a locally optimal test statistic to detect outliers against equicorrelated distributions.
Keywords:Equicorrelation  Locally best invariant test  mean slippage  multivariate kurtosis  outliers  robustness
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