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It has been a long history in testing whether a mean vector with a fixed dimension has a specified value.Some well-known tests include Hotelling T2 test and empirical likelihood ratio test proposed by Owen [Biometrika 75(1988) 237--249;Ann.Statist.18 (1990) 90--120].