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According to this link:

https://stats.stackexchange.com/tags/dunn-test/info

The null hypothesis for the two group Dunn's test is that one group does not stochastically dominate the other. Is this correct? Immediately following this claim, a statement of the null hypothesis is given in probability notation that does not seem to me to be equivalent to stochastic dominance.

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