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HypothesisTests.jl

HypothesisTests.jl is a Julia package that implements a wide range of hypothesis tests.

  • Build & Testing Status: Build Status Coverage Status

  • Documentation:

Quick start

Some examples:

using HypothesisTests

pvalue(OneSampleTTest(x))
pvalue(OneSampleTTest(x), tail=:left)
pvalue(OneSampleTTest(x), tail=:right)
confint(OneSampleTTest(x))
confint(OneSampleTTest(x, tail=:left))
confint(OneSampleTTest(x, tail=:right))
OneSampleTTest(x).t
OneSampleTTest(x).df

pvalue(OneSampleTTest(x, y))
pvalue(EqualVarianceTTest(x, y))
pvalue(UnequalVarianceTTest(x, y))

pvalue(MannWhitneyUTest(x, y))
pvalue(SignedRankTest(x, y))
pvalue(SignedRankTest(x))