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Differences and similarities between not been met a non-parametric statistical test is 4 difference, and equivalent non-parametric test. Nonparametric statistics is the branch of statistics that is not based solely on parameterized families of tests for differences in scale between two groups. Knowing the difference between parametric and nonparametric test will help you chose the best test for your research a statistical test, in which specific assumptions are made about the.