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在JASP中使用雨云图表进行信息化数据可视化
Vincent L Ott1, Don van den Bergh2, Bruno Boutin2
1Department of Psychological Methods, University of Amsterdam, Nieuwe Achtergracht 129B, 1001 NK, Amsterdam, The Netherlands. mail.vincent.ott@gmail.com.
Behavior research methods
|August 18, 2025
概括
雨云图形提供了一种优越的方法,可以在因数设计中可视化数据,结合总结统计数据,密度估计和单个数据点. 这种可视化技术增强了数据的解释和透明度,使研究结果更容易获得.
科学领域:
- 心理学 心理学 心理学
- 数据科学数据科学数据科学
- 统计 统计 统计 统计
背景情况:
- 有效的数据可视化对于准确的结论和研究中的透明报告至关重要.
- 工厂设计受益于先进的可视化技术.
- 雨云图集集了盒子图,密度估计和个别数据点,以实现全面的可视化.
研究的目的:
- 为了突出雨云图片的优势,而不是传统的统计可视化.
- 为了证明越来越多地采用透明的数据可视化方法.
- 为研究人员和学生提供雨云地块的可访问实施.
主要方法:
- 一个"雨云四重奏"被介绍,以展示雨云地块的好处.
- 一项文献综述分析了出版物中雨云图片和个别数据点的流行情况.
- 一套全面的雨云图表套件在JASP中实现,这是一个开源的统计软件.
主要成果:
- 与标准平均值和置信区间介绍相比,雨云图提供了更深入的洞察力.
- 在出版物中使用雨云图表和个别数据点的数量显著增加.
- 通过JASP的实施,雨云绘图可以让更广泛的受众使用.
结论:
- 雨云图形是增强因数设计中的数据解释的宝贵工具.
- 透明的数据可视化趋势在科学出版物中很明显.
- 该JASP软件促进了先进的数据可视化技术的实际应用.
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