Statististical Tests - Decision Tree

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You have specified the following problem:

You want to discriminate between groups The dependent variable is of quantitative nature You want to discriminate between means You have two samples The samples are independent of each other The samples are not normally distributed The shapes of the distributions are equal

The following tests could provide a solution to your problem:

Mann-Whitney U-Test Two sample Wilcoxon test Terry-Hoeffding normal scores test Van der Waerden normal scores test