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In this paper we study the two-sample problem using procedures based on the empirical characteristic function. We consider the L 2 norm of the difference between the empirical characteristic functions and use an interpolant to obtain a numerical integration formula to approximate the test statistic.For our approximation method we have used a trigonometric Hermite interpolant, and afterwards,...