开源软件名称(OpenSource Name):bastibe/Violinplot-Matlab开源软件地址(OpenSource Url):https://github.com/bastibe/Violinplot-Matlab开源编程语言(OpenSource Language):MATLAB 100.0%开源软件介绍(OpenSource Introduction):Violin Plots for MatlabA violin plot is an easy to read substitute for a box plot that replaces the box shape with a kernel density estimate of the data, and optionally overlays the data points itself. The original boxplot shape is still included as a grey box/line in the center of the violin. Violin plots are a superset of box plots, and give a much richer understanding of the data distribution, while not taking more space. You will be able to instantly spot too-sparse data, or multi-modal distributions, which could go unnoticed in boxplots.
For more information about violin plots, read "Violin plots: a box plot-density trace synergism" by J. L. Hintze and R. D. Nelson in The American Statistician, vol. 52, no. 2, pp. 181-184, 1998 (DOI: 10.2307/2685478). For a simple call: load carbig MPG Origin
Origin = cellstr(Origin);
figure
vs = violinplot(MPG, Origin);
ylabel('Fuel Economy in MPG');
xlim([0.5, 7.5]); You can also play around with the different options, and tune your violin plots to your liking. grouporder={'England','Sweden','Japan','Italy','Germany','France','USA'};
vs = Violin({MPG(strcmp(Origin, grouporder{pos}))},...
position,...
'HalfViolin','right',...% left, full
'QuartileStyle','shadow',... % boxplot, none
'DataStyle', 'histogram',... % scatter, none
'ShowNotches', false,...
'ShowMean', false,...
'ShowMedian', true,...
'ViolinColor', color); CitationIf you want to cite this repository, use
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