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Assessing the validity of a statistical distribution: some illustrative examples from dermatological research

Background. Assuming a statistical distribution is one of the key points before conducting a statistical analysis. Goodness-of-fit tests are used to assess the validity of an assumed statistical distribution. In dermatological research, the goodness-of-fit tests used are less powerful.