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Development of J-Assist, a statistical analysis support tool for Julia
https://tokushima-u.repo.nii.ac.jp/records/2010880
https://tokushima-u.repo.nii.ac.jp/records/2010880ee1c1c1d-f547-4bfc-917b-902f801d5ffc
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
njhw_21_1_12.pdf (1.98 MB)
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| Item type | 文献 / Documents(1) | |||||||||||||||||
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| 公開日 | 2023-05-26 | |||||||||||||||||
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| アクセス権 | open access | |||||||||||||||||
| 資源タイプ | ||||||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||
| 資源タイプ | journal article | |||||||||||||||||
| 出版社版DOI | ||||||||||||||||||
| 関連識別子 | https://doi.org/10.34540/niigatajohewe.21.1_12 | |||||||||||||||||
| 関連名称 | 10.34540/niigatajohewe.21.1_12 | |||||||||||||||||
| 出版タイプ | ||||||||||||||||||
| 出版タイプ | VoR | |||||||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||
| タイトル | ||||||||||||||||||
| タイトル | Development of J-Assist, a statistical analysis support tool for Julia | |||||||||||||||||
| 著者 |
イノウエ, ヒロキ
× イノウエ, ヒロキ
× 内山, 八郎
WEKO
1436
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| 抄録 | ||||||||||||||||||
| 内容記述 | Julia is a new programming language that was released in 2012. Similar to Python, in the future, Julia has the potential for use in numerical analysis applications. In this study, we developed a free software named J-Assist that automatically executes statistical analysis operations in Julia version 1.4, which could introduce and popularize Julia among researchers and clinicians in the field of health and medical welfare. J-Assist provides a simple graphical user interface and is easy to install. Through this study, we demonstrate that it is possible to configure a system that automatically executes calculations and scripts in Julia. We compare J-Assist with EZR and Jupyter Notebook. J-Assist can be considered a simpler version of EZR. However, the execution languages used in J-Assist and EZR are different. J-Assist is intended for users who are new to Julia and programming and want to use Julia for quick statistical analysis; by contrast, Jupyter Notebook is suitable for users who want to develop complex programs and perform other complex analyses in Julia. This study also discusses the limitations of the current J-Assist software and functions that might be added to it in the future to expand its applicability for statistical analysis. | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | Julia | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | statistical analysis | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | Jupyter Notebook | |||||||||||||||||
| キーワード | ||||||||||||||||||
| 主題 | automatic execution | |||||||||||||||||
| 書誌情報 |
en : Niigata Journal of Health and Welfare 巻 21, 号 1, p. 12-24, 発行日 2021 |
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| 収録物識別子タイプ | ISSN | |||||||||||||||||
| 収録物識別子 | 13468782 | |||||||||||||||||
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| 収録物識別子タイプ | ISSN | |||||||||||||||||
| 収録物識別子 | 24358088 | |||||||||||||||||
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| 収録物識別子タイプ | NCID | |||||||||||||||||
| 収録物識別子 | AA11614542 | |||||||||||||||||
| 出版者 | ||||||||||||||||||
| 出版者 | 新潟医療福祉学会 | |||||||||||||||||
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| 識別子 | 389790 | |||||||||||||||||
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| 言語 | eng | |||||||||||||||||
