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Search options not deleted user 9619

Use this tag to ask about the nature of nonparametric or parametric methods, or the difference between the two. Nonparametric methods generally rely on few assumptions about the underlying distributions, whereas parametric methods make assumptions that allow data to be described by a small number of parameters.

0 votes

Multiple models compared over same data

You should not use Wilcoxon test at all: it assumes random sampling, and you are doung cross-validation. Maybe you should use something like 5×2 cv F-test (see Alpaydm, E. (1999). Combined 5 × 2 cv F …
Evgeniy Riabenko's user avatar
2 votes

Non-parametric test equivalent to mixed ANOVA?

ezPerm function from ez package provides permutation-based versions of different ANOVAs, including mixed. It does not assume any normality.
Evgeniy Riabenko's user avatar