关于R的可重复性研究:提高透明度和科学严谨性的简介
Mushfiqul Anwar Siraji1,2, Munia Rahman3
1Department of Psychology, Jeffery Cheah School of Medicine and Health Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, Selangor Darul Ehsan 47500, Malaysia.
Clocks & sleep
|March 27, 2024
概括
本教程介绍了使用R,Git,rmarkdown和renv进行可重复的研究实践,以提高科学透明度和严谨性. 提升你的研究成果.
科学领域:
- 计算生物学 计算生物学
- 数据科学数据科学数据科学
- 科学计算科学计算
背景情况:
- 研究可重复性至关重要,但由于方法和背景的不充分传播,往往受到阻碍.
- 传统出版物缺乏全面的细节,阻碍了跨学科的科学研究的复制.
研究的目的:
- 为提高使用R编程语言的研究可重现性提供一个教程.
- 为了使研究人员,无论编码专业知识,具有透明和可复制的研究的实践技能.
主要方法:
- 使用Git进行版本控制以跟踪更改.
- 使用rmarkdown进行集成分析和报告的动态文档创建.
- R包依赖管理与可复制环境的renv.
主要成果:
- 该教程涵盖了创建可重复的研究工作流程的基本工具和技术.
- 对于睡眠和时代生物学研究应用,提供了具体的考虑.
结论:
- 实施这些实践可以提高研究的透明度,严谨性和可复制性.
- 采用这些方法促进了可重复的科学文化,并促进了知识的进步.
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