HypothesisTests.jl

This package implements several hypothesis tests in Julia.

Quick start

Some examples:

using HypothesisTests

pvalue(OneSampleTTest(x))
pvalue(OneSampleTTest(x), tail=:left)
pvalue(OneSampleTTest(x), tail=:right)
ci(OneSampleTTest(x))
ci(OneSampleTTest(x, tail=:left))
ci(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))

Documentation

Full documentation available at Read the Docs.

Credits

Original API suggested by John Myles White.