Distribution-free tests are used when there is a concern that the assumptions underlying parametric tests may be violated.

Name: Distribution-free tests are used when there is a concern that the assumptions underlying parametric tests may be violated.
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This is correct, as distribution-free tests do not rely on the assumptions of normality or other specific distributions, making them more robust in situations where these assumptions may be violated.

Distribution-Free Tests Are Used When There Is a Concern That