In the usual two-sample problem one is estimating the constant additive effect of a treat ment or the additive constant by which two random variables differ. However, if the treatment-effect may depend on the response level, then a more general approach to two-sample problems seems appropriate. We deflr a treatment-effect function t and characterize distribution-free confidence bounds for the function t both in the case where t has specified parametric forms and in the case where t is not parameterized.
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Paul Switzer (1976) studied this question.
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