By means of a simulation study it is shown that the rank transform test has for many cases in a 23 factorial design superior power over the parametric analysis of variance test. However the rank transform test should be cautiously used for some situations in which the model contains both three main effects and interaction effects
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Choi Young Hun (1998) studied this question.
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