acc:一个R包,用于处理,可视化和分析加速度计数据
Jaejoon Song1, Michael D Swartz2, Karen Basen-Engquist3
1Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA.
概括
研究人员开发了"acc",一个免费的R包,以帮助分析可穿戴显示器的体育活动数据. 该工具简化了行为和流行病学研究的处理,可视化和分析.
科学领域:
- 生物医学工程 生物医学工程
- 流行病学 流行病学
- 行为科学 行为科学
背景情况:
- 穿戴式活动监测器对于研究在现实环境中测量身体活动至关重要.
- 目前用于分析这些设备的加速度计数据的软件有限,这阻碍了研究进展.
研究的目的:
- 引入"acc",一个新的R包,旨在全面探索加速度计数据.
- 为研究人员提供一个免费的,开源的工具,用于无的数据处理,可视化和分析.
主要方法:
- 开发了"acc"R包,为加速度计数据提供了一个用户友好的界面.
- 使用现实世界和模拟的加速度计数据集来展示软件包的功能.
- 使用R编程语言进行数据分析和可视化.
主要成果:
- "acc"套件为处理加速度计数据提供了一个强大的环境.
- 证明了身体活动数据的成功处理,可视化和分析.
- 该方案促进了一种更简单的研究方法,涉及可穿戴活动监控器.
结论:
- "acc"R包为研究体育活动的研究人员提供了有价值,可访问的解决方案.
- 该工具解决了当前软件的局限性,促进了可穿戴传感器数据的更广泛使用和更深入的见解.
- 该方案通过增强数据分析能力,支持行为和流行病学研究的进步.
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