The sectioned density plot

被引:11
作者
Cohen, DJ [1 ]
Cohen, J
机构
[1] Univ N Carolina, Dept Psychol, Wilmington, NC 28403 USA
[2] Memory Assessment & Res Serv, Wilmington, NC 28405 USA
[3] Amer Inst Res, Washington, DC 20007 USA
关键词
boxplot; comparing distributions; graphical presentation; kernel density; perception;
D O I
10.1198/000313006X108972
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Effective graphical presentation efficiently Summarizes, exposes, and communicates patterns in data. Here we describe a new plot, the sectioned density plot, that compares full distributions across multiple groups. We designed the sectioned density plot to exploit the visual system's natural ability to interpret occlusion and intensity variation as changes in depth. By incorporating depth into the graphical display, we were able to combine the ability of the boxplot to display trends in variance and central tendency with the ability of a histogram/kernel density plot to present distribution shape.
引用
收藏
页码:167 / 174
页数:8
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