@stdlib/stats-base-dists

Standard library probability distribution modules.

https://github.com/stdlib-js/stats-base-dists

Science Score: 44.0%

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Keywords

dist distribution javascript lib library math mathematics node node-js nodejs probability standard statistics stats stdlib

Last synced: 6 months ago · JSON representation ·

Repository

Standard library probability distribution modules.

Basic Info

Host: GitHub
Owner: stdlib-js
License: apache-2.0
Language: JavaScript
Default Branch: main
Homepage: https://github.com/stdlib-js/stdlib
Size: 18.1 MB

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dist distribution javascript lib library math mathematics node node-js nodejs probability standard statistics stats stdlib

Created over 4 years ago · Last pushed 7 months ago

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Readme Changelog Contributing License Code of conduct Citation Security

We believe in a future in which the web is a preferred environment for numerical computation. To help realize this future, we've built stdlib. stdlib is a standard library, with an emphasis on numerical and scientific computation, written in JavaScript (and C) for execution in browsers and in Node.js.

The library is fully decomposable, being architected in such a way that you can swap out and mix and match APIs and functionality to cater to your exact preferences and use cases.

When you use stdlib, you can be absolutely certain that you are using the most thorough, rigorous, well-written, studied, documented, tested, measured, and high-quality code out there.

To join us in bringing numerical computing to the web, get started by checking us out on GitHub, and please consider financially supporting stdlib. We greatly appreciate your continued support!

Probability Distributions

Base (i.e., lower-level) probability distribution modules.

## Installation ```bash npm install @stdlib/stats-base-dists ``` Alternatively, - To load the package in a website via a `script` tag without installation and bundlers, use the [ES Module][es-module] available on the [`esm`][esm-url] branch (see [README][esm-readme]). - If you are using Deno, visit the [`deno`][deno-url] branch (see [README][deno-readme] for usage intructions). - For use in Observable, or in browser/node environments, use the [Universal Module Definition (UMD)][umd] build available on the [`umd`][umd-url] branch (see [README][umd-readme]). The [branches.md][branches-url] file summarizes the available branches and displays a diagram illustrating their relationships. To view installation and usage instructions specific to each branch build, be sure to explicitly navigate to the respective README files on each branch, as linked to above.

## Usage ```javascript var dists = require( '@stdlib/stats-base-dists' ); ``` #### dists Namespace containing "base" (i.e., lower-level) probability distribution modules. ```javascript var distributions = dists; // returns {...} ``` ### Continuous Distributions

- [`arcsine`][@stdlib/stats/base/dists/arcsine]: arcsine distribution. - [`beta`][@stdlib/stats/base/dists/beta]: beta distribution. - [`betaprime`][@stdlib/stats/base/dists/betaprime]: beta prime distribution. - [`cauchy`][@stdlib/stats/base/dists/cauchy]: Cauchy distribution. - [`chi`][@stdlib/stats/base/dists/chi]: Chi distribution. - [`chisquare`][@stdlib/stats/base/dists/chisquare]: Chi-squared distribution. - [`cosine`][@stdlib/stats/base/dists/cosine]: raised cosine distribution. - [`erlang`][@stdlib/stats/base/dists/erlang]: Erlang distribution. - [`exponential`][@stdlib/stats/base/dists/exponential]: exponential distribution. - [`f`][@stdlib/stats/base/dists/f]: fisher's F distribution. - [`frechet`][@stdlib/stats/base/dists/frechet]: Fréchet distribution. - [`gamma`][@stdlib/stats/base/dists/gamma]: gamma distribution. - [`gumbel`][@stdlib/stats/base/dists/gumbel]: Gumbel distribution. - [`invgamma`][@stdlib/stats/base/dists/invgamma]: inverse gamma distribution. - [`kumaraswamy`][@stdlib/stats/base/dists/kumaraswamy]: Kumaraswamy's double bounded distribution. - [`laplace`][@stdlib/stats/base/dists/laplace]: Laplace distribution. - [`levy`][@stdlib/stats/base/dists/levy]: Lévy distribution. - [`logistic`][@stdlib/stats/base/dists/logistic]: logistic distribution. - [`lognormal`][@stdlib/stats/base/dists/lognormal]: lognormal distribution. - [`normal`][@stdlib/stats/base/dists/normal]: normal distribution. - [`pareto1`][@stdlib/stats/base/dists/pareto-type1]: Pareto (Type I) distribution. - [`rayleigh`][@stdlib/stats/base/dists/rayleigh]: Rayleigh distribution. - [`signrank`][@stdlib/stats/base/dists/signrank]: distribution of the Wilcoxon signed rank test statistic. - [`tukey`][@stdlib/stats/base/dists/studentized-range]: Studentized range distribution. - [`t`][@stdlib/stats/base/dists/t]: Student's t distribution. - [`triangular`][@stdlib/stats/base/dists/triangular]: triangular distribution. - [`truncatedNormal`][@stdlib/stats/base/dists/truncated-normal]: truncated normal distribution. - [`uniform`][@stdlib/stats/base/dists/uniform]: continuous uniform distribution.

### Discrete Distributions

- [`bernoulli`][@stdlib/stats/base/dists/bernoulli]: Bernoulli distribution. - [`binomial`][@stdlib/stats/base/dists/binomial]: binomial distribution. - [`discreteUniform`][@stdlib/stats/base/dists/discrete-uniform]: discrete uniform distribution. - [`geometric`][@stdlib/stats/base/dists/geometric]: geometric distribution. - [`hypergeometric`][@stdlib/stats/base/dists/hypergeometric]: hypergeometric distribution. - [`negativeBinomial`][@stdlib/stats/base/dists/negative-binomial]: negative binomial distribution. - [`poisson`][@stdlib/stats/base/dists/poisson]: Poisson distribution.

### Other

- [`degenerate`][@stdlib/stats/base/dists/degenerate]: degenerate distribution.

## Examples ```javascript var objectKeys = require( '@stdlib/utils-keys' ); var dists = require( '@stdlib/stats-base-dists' ); console.log( objectKeys( dists ) ); ```

* * * ## Notice This package is part of [stdlib][stdlib], a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more. For more information on the project, filing bug reports and feature requests, and guidance on how to develop [stdlib][stdlib], see the main project [repository][stdlib]. #### Community [![Chat][chat-image]][chat-url] --- ## License See [LICENSE][stdlib-license]. ## Copyright Copyright © 2016-2025. The Stdlib [Authors][stdlib-authors].

Owner

Name: stdlib
Login: stdlib-js
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Website: https://stdlib.io
Twitter: stdlibjs
Repositories: 3,692
Profile: https://github.com/stdlib-js

Standard library for JavaScript.

Citation (CITATION.cff)

cff-version: 1.2.0
title: stdlib
message: >-
  If you use this software, please cite it using the
  metadata from this file.

type: software

authors:
  - name: The Stdlib Authors
    url: https://github.com/stdlib-js/stdlib/graphs/contributors

repository-code: https://github.com/stdlib-js/stdlib
url: https://stdlib.io

abstract: |
  Standard library for JavaScript and Node.js.

keywords:
  - JavaScript
  - Node.js
  - TypeScript
  - standard library
  - scientific computing
  - numerical computing
  - statistical computing

license: Apache-2.0 AND BSL-1.0

date-released: 2016

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npmjs.org: @stdlib/stats-base-dists

Base (i.e., lower-level) probability distributions.

Homepage: https://stdlib.io
License: Apache-2.0
Latest release: 0.2.2
published over 1 year ago

Versions: 11
Dependent Packages: 3
Dependent Repositories: 1
Downloads: 40 Last month

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Forks count: 15.4%

Downloads: 19.8%

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Dependencies

package.json npm

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@stdlib/stats-base-dists-gumbel ^0.0.x
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@stdlib/stats-base-dists-invgamma ^0.0.x
@stdlib/stats-base-dists-kumaraswamy ^0.0.x
@stdlib/stats-base-dists-laplace ^0.0.x
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@stdlib/stats-base-dists-signrank ^0.0.x
@stdlib/stats-base-dists-studentized-range ^0.0.x
@stdlib/stats-base-dists-t ^0.0.x
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@stdlib/stats-base-dists-truncated-normal ^0.0.x
@stdlib/stats-base-dists-uniform ^0.0.x
@stdlib/stats-base-dists-weibull ^0.0.x
@stdlib/utils-define-read-only-property ^0.0.x

.github/workflows/npm_downloads.yml actions

actions/checkout v3 composite
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.github/workflows/benchmark.yml actions

actions/checkout v3 composite
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.github/workflows/cancel.yml actions

styfle/cancel-workflow-action 0.11.0 composite

.github/workflows/close_pull_requests.yml actions

superbrothers/close-pull-request v3 composite

.github/workflows/examples.yml actions

actions/checkout v3 composite
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.github/workflows/productionize.yml actions

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stdlib-js/bundle-action main composite
stdlib-js/transform-errors-action main composite

.github/workflows/publish.yml actions

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.github/workflows/test.yml actions

act10ns/slack v1 composite
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.github/workflows/test_bundles.yml actions

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.github/workflows/test_install.yml actions

act10ns/slack v1 composite
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