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Ranks are ordinal numbers of the quantitative data values sorted ascendingly or descendingly. Various methods to assign ranks to equal values (ties) exist. Transform of values to ranks is often done in nonparametric data analysis. (Not to confuse with [ranking] task..) (See related: [order-statistics])
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Is it valid to use rank data with a general linear model?
I have seen that one can do a one-way ANOVA on ranks, in what is essentially a one-way Kruskal-Wallis. …