Statwise.MannWhitney (Statwise v0.1.0)

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Public Mann-Whitney U API.

Results include common-language and rank-biserial effect sizes in effect_size.

Summary

Functions

Runs a Mann-Whitney U test.

Types

sample()

@type sample() :: [number() | :nan] | Nx.Tensor.t()

Functions

test(x, y_or_opts)

@spec test(sample(), sample()) :: Statwise.TestResult.t()

Runs a Mann-Whitney U test.

Options include :alternative, :method, :continuity, and :nan_policy. Use test(data, columns: [:x, :y]) or test(data, pairs: [x: :y]) for dataframe columns.

test(x, y, opts)

@spec test(sample(), sample(), keyword()) :: Statwise.TestResult.t()