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nhanesA:在NHANES研究中实现透明度和可重复性
Laha Ale1, Robert Gentleman2, Teresa Filshtein Sonmez3
1School of Computing and Artificial Intelligence, Southwest Jiaotong University, No. 999, Xian Rd, Pidu Dist., Chengdu, Sichuan 611756, China.
Database : the journal of biological databases and curation
|April 16, 2024
概括
nhanesA R包简化了访问和分析国家健康和营养检查调查数据. 这种工具有助于研究人员研究健康趋势和社会决定因素,促进数据的可重复性.
科学领域:
- 公共卫生 公共卫生
- 生物统计学 生物统计学
- 数据科学数据科学数据科学
背景情况:
- 国家健康和营养检查调查 (NHANES) 提供了广泛的公共卫生数据.
- 对于研究肥胖和糖尿病等健康趋势以及健康的社会决定因素而言,NHANES数据至关重要.
- 分析NHANES数据给研究人员带来了重大的技术和分析挑战.
研究的目的:
- 引入hanesA R包,以简化NHANES数据检索和分析.
- 使用NHANES数据,促进分享和扩展先前的研究工作.
- 促进社区驱动的数据可复制性和分析方法共享.
主要方法:
- 开发用于R统计软件的 nhanesA R套件.
- 该包旨在有效地从NHANES中检索数据.
- 允许简化数据分析,并促进可重复的研究工作流程.
主要成果:
- nhanesA R 软件包提供了一个用户友好的接口,可以访问 NHANES 数据.
- 研究人员可以更容易地进行与公共卫生指标相关的分析.
- 该包支持分析方法的可复制性和共享.
结论:
- 通过简化NHANES数据访问和分析, nhanesA R包显著有利于研究人员.
- 在数据共享和可重复性方面促进社区驱动的努力,加速了科学进步.
- 预计该工具将提高NHANES数据在公共卫生研究中的利用率.
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