Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem
Random variables and their distributions are a central part in many areas of statistical methods. The Distributions.jl package provides Julia users and developers tools for working with probability distributions, leveraging Julia features for their intuitive and flexible manipulation, while remainin...
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Foundation for Open Access Statistics
2021-07-01
|
| Series: | Journal of Statistical Software |
| Subjects: | |
| Online Access: | https://www.jstatsoft.org/index.php/jss/article/view/3722 |
| _version_ | 1797814006292938752 |
|---|---|
| author | Mathieu Besançon Theodore Papamarkou David Anthoff Alex Arslan Simon Byrne Dahua Lin John Pearson |
| author_facet | Mathieu Besançon Theodore Papamarkou David Anthoff Alex Arslan Simon Byrne Dahua Lin John Pearson |
| author_sort | Mathieu Besançon |
| collection | DOAJ |
| description | Random variables and their distributions are a central part in many areas of statistical methods. The Distributions.jl package provides Julia users and developers tools for working with probability distributions, leveraging Julia features for their intuitive and flexible manipulation, while remaining highly efficient through zero-cost abstractions. |
| first_indexed | 2024-03-13T08:00:04Z |
| format | Article |
| id | doaj.art-5f48c0b972cc4d8cb5b036858d5c824a |
| institution | Directory Open Access Journal |
| issn | 1548-7660 |
| language | English |
| last_indexed | 2024-03-13T08:00:04Z |
| publishDate | 2021-07-01 |
| publisher | Foundation for Open Access Statistics |
| record_format | Article |
| series | Journal of Statistical Software |
| spelling | doaj.art-5f48c0b972cc4d8cb5b036858d5c824a2023-06-01T18:41:05ZengFoundation for Open Access StatisticsJournal of Statistical Software1548-76602021-07-0198110.18637/jss.v098.i163550Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats EcosystemMathieu BesançonTheodore PapamarkouDavid AnthoffAlex ArslanSimon ByrneDahua LinJohn PearsonRandom variables and their distributions are a central part in many areas of statistical methods. The Distributions.jl package provides Julia users and developers tools for working with probability distributions, leveraging Julia features for their intuitive and flexible manipulation, while remaining highly efficient through zero-cost abstractions.https://www.jstatsoft.org/index.php/jss/article/view/3722JuliadistributionsmodelinginterfacemixtureKDE |
| spellingShingle | Mathieu Besançon Theodore Papamarkou David Anthoff Alex Arslan Simon Byrne Dahua Lin John Pearson Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem Journal of Statistical Software Julia distributions modeling interface mixture KDE |
| title | Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem |
| title_full | Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem |
| title_fullStr | Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem |
| title_full_unstemmed | Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem |
| title_short | Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem |
| title_sort | distributions jl definition and modeling of probability distributions in the juliastats ecosystem |
| topic | Julia distributions modeling interface mixture KDE |
| url | https://www.jstatsoft.org/index.php/jss/article/view/3722 |
| work_keys_str_mv | AT mathieubesancon distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem AT theodorepapamarkou distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem AT davidanthoff distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem AT alexarslan distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem AT simonbyrne distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem AT dahualin distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem AT johnpearson distributionsjldefinitionandmodelingofprobabilitydistributionsinthejuliastatsecosystem |