What is the difference between a parametric and a nonparametric test?

Parametric tests assume underlying statistical distributions in the data. ... Nonparametric tests do not rely on any distribution. They can thus be applied even if parametric conditions of validity are not met. Parametric tests often have nonparametric equivalents.

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