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Nonparametric Test Calculator

Rank and sign tests for paired, two independent, or several independent samples.

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Sign test exact; other p-values asymptotic. No exact Wilcoxon/U, continuity correction or multiple-comparison adjustment. At most 500 values per sample and 12 groups.

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Result

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How to use this calculator

Choose the design. Enter paired differences for sign or signed-rank; independent samples for U or Kruskal–Wallis.

Formula and method

Sign uses exact Binomial(n,½). Wilcoxon and U use tie-adjusted normal approximation. Kruskal–Wallis uses tie-corrected rank sums and χ² approximation.

Worked example

Differences 1,2,3,4,5: sign test has 5 positive signs and two-sided exact p=0.0625.

Assumptions and supported scope

Sign test exact; other p-values asymptotic. No exact Wilcoxon/U, continuity correction or multiple-comparison adjustment. At most 500 values per sample and 12 groups.

Method references

Method and worked example checked against the calculator implementation. About our methods · Report a correction

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