将百分位线添加到密度图中

Question

我有一些数据dt = data.table(x=c(1:200),y=rnorm(200)),我开始使用密度图ggplot2:

plot = ggplot(dt,aes(y)) + geom_density(aes(y=..density..))

有没有办法可以添加类似于此的百分位线？

如果进一步的我能遮荫的图形相似(由百分线创建)的段这个,那么这将是伟大的!

Answer 1

这个答案的灵感很大程度上受到了启发:

dt <- data.table(x=c(1:200),y=rnorm(200))
dens <- density(dt$y)
df <- data.frame(x=dens$x, y=dens$y)
probs <- c(0.1, 0.25, 0.5, 0.75, 0.9)
quantiles <- quantile(dt$y, prob=probs)
df$quant <- factor(findInterval(df$x,quantiles))
ggplot(df, aes(x,y)) + geom_line() + geom_ribbon(aes(ymin=0, ymax=y, fill=quant)) + scale_x_continuous(breaks=quantiles) + scale_fill_brewer(guide="none")

Answer 2

myd = data.frame(xvar=rnorm(2000),yvar=rnorm(2000))

    xd <- data.frame(density(myd$xvar)[c("x", "y")])
    p <- ggplot(xd, aes(x, y)) + 

      geom_area(data = subset(xd, x < -1), fill = "pink") +
      geom_area(data = subset(xd, x < -1.96), fill = "red") +
      geom_area(data = subset(xd, x > 1), fill = "lightgreen") +
      geom_area(data = subset(xd, x > 1.96), fill = "green") +

      geom_line()

    p