The paper concerns the problem of testing the hypothesis of randomness against a group of regression alternatives combined with a subsequent decision which of the alternatives is true. A rank decision rule for this problem is proposed which is locally optimal. For some special cases also the asymptotic distributions of the testing statistics are studied.
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