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Detection of Multivariate Normal Outliers

Detection of Multivariate Normal Outliers

The general outlier problem for a multivariate normal random sample with mean slippage is defined and is shown to be invariant under a natural group of transformations. A family of maximal invariants is obtained, and the common distribution of its members is derived. The critical region for the locally best …