Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/JuliaStats/HypothesisTests.jl

Hypothesis tests for Julia
https://github.com/JuliaStats/HypothesisTests.jl

hacktoberfest hypothesis-testing julia statistics

Last synced: 24 days ago
JSON representation

Hypothesis tests for Julia

Host: GitHub
URL: https://github.com/JuliaStats/HypothesisTests.jl
Owner: JuliaStats
License: other
Created: 2012-12-09T05:43:21.000Z (over 11 years ago)
Default Branch: master
Last Pushed: 2024-05-06T19:42:23.000Z (29 days ago)
Last Synced: 2024-05-08T21:13:11.427Z (27 days ago)
Topics: hacktoberfest, hypothesis-testing, julia, statistics
Language: Julia
Homepage:
Size: 1.19 MB
Stars: 287
Watchers: 22
Forks: 86
Open Issues: 85
Metadata Files:
- Readme: README.md
- License: LICENSE.md

Lists

AI - Hypothesis Tests - Hypothesis tests for Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning-cn - 官网
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia (Julia)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learnings - Hypothesis Tests - Hypothesis tests for Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learning-library - Hypothesis Tests - Hypothesis tests for Julia (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / [Tools](#tools-1))
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Tools)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Tools)
awesome-advanced-metering-infrastructure - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)
awesome-julia-datasciences - Hypothesis Tests - Hypothesis tests for Julia. (APL / Data Analysis / Data Visualization)
awesome-machine-master - Hypothesis Tests - Hypothesis tests for Julia (Julia)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia (Julia / Speech Recognition)
awesome-machine-learning - Hypothesis Tests - Hypothesis tests for Julia. (Julia / Speech Recognition)

README

        ## HypothesisTests.jl

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

- **Build & Testing Status:**

[![Build Status](https://github.com/JuliaStats/HypothesisTests.jl/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/JuliaStats/HypothesisTests.jl/actions/workflows/ci.yml?query=branch%3Amaster)

[![Coverage Status](https://codecov.io/gh/JuliaStats/HypothesisTests.jl/branch/master/graph/badge.svg?token=ztSoTXYVhb)](https://codecov.io/gh/JuliaStats/HypothesisTests.jl)

- **Documentation**: [![][docs-stable-img]][docs-stable-url] [![][docs-latest-img]][docs-latest-url]

[docs-latest-img]: https://img.shields.io/badge/docs-dev-blue.svg

[docs-latest-url]: http://JuliaStats.github.io/HypothesisTests.jl/dev/

[docs-stable-img]: https://img.shields.io/badge/docs-stable-blue.svg

[docs-stable-url]: http://JuliaStats.github.io/HypothesisTests.jl/stable/

## Quick start

Some examples:

```julia

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))

```