How do I read the results from a [Dunn][1] [test][2]? Specifically, what do the values in the table below tell me? I have non-parametric data in 4 groups, and I first did a Kruskal-Wallis test to confirm that the groups' distributions were dissimilar from one another and the aggregate dataset. I then used this Dunn test to see which groups were dissimilar from one another, and which were not. dunn.test(data, g=area, kw=TRUE) Kruskal-Wallis rank sum test data: x and area Kruskal-Wallis chi-squared = 1730.4401, df = 3, p-value = 0 Comparison of x by area (No adjustment) Row Mean-| Col Mean | A B C ---------+--------------------------------- B | 20.62310 | 0.0000 | C | 26.66519 -0.087499 | 0.0000 0.4651 | D | 39.09084 7.401256 9.469204 | 0.0000 0.0000 0.0000 Thanks for your help! [1]: http://cran.r-project.org/web/packages/dunn.test/dunn.test.pdf [2]: http://stats.stackexchange.com/tags/dunn-test/info