箱线图以及小提琴图

2022-10-25 19:56:16 浏览数 (1)

一、箱线图

代码语言:javascript复制
ToothGrowth
boxplot(len ~ dose, data = ToothGrowth)
boxplot(len ~ supp, data = ToothGrowth)
boxplot(len ~ dose:supp, data = ToothGrowth)
# boxplot(len ~ dose supp, data = ToothGrowth)
boxplot(len ~ supp dose, data = ToothGrowth)
library(RColorBrewer)
brewer.pal(n = 3,name = 'Set2')
boxplot(len ~ supp dose, data = ToothGrowth,
        col = c("#66C2A5","#FC8D62"))
boxplot(len ~ supp dose, data = ToothGrowth,
        col = c("#66C2A5","#FC8D62"),notch=T)#画出凹口,可比较上下数据多少
boxplot(len ~ supp dose, data = ToothGrowth,
        col = c("#66C2A5","#FC8D62"),horizontal = T)
t.test(ToothGrowth$len[ToothGrowth$supp == 'OJ'& ToothGrowth$dose == 0.5],
       ToothGrowth$len[ToothGrowth$supp == 'VC'& ToothGrowth$dose == 0.5])

带凹口的箱线图

二、小提琴图

代码语言:javascript复制
library(vioplot)
vioplot(len ~ supp dose, data = ToothGrowth,
        col = c("#66C2A5","#FC8D62"))
vioplot(len ~ supp dose, data = ToothGrowth,
        col = c("#66C2A5","#FC8D62"),
        main = 'OJ vs VC',
        xlab = 'Supp and Dose',
        ylab = 'Tooth Length')
example(vioplot)
par(mfrow=c(1,1))#恢复案例后的绘图区域布局

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代码语言:javascript复制
sx.voiceclouds.cn

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