How to plot multiple densities on one plot?

Question

I'm trying to plot density plots for the asymmetric Laplace distribution onto one single plot.

I have defined the two densities, one for the asymmetry parameter = 0.5 and another for the parameter = 0.25.

My plot statement plots one graph correctly.

I would like to put both onto the same graph, and maybe a third one as well?

library(ald)
sseq = seq(-8,8,0.01)
dens = dALD(y=sseq,mu=0,sigma=1,p=0.25)
dens2= dALD(y=sseq,mu=0,sigma=1,p=0.5)
plot(sseq,dens,type="l",lwd=2,col="red",xlab="u",ylab=parse(text="f[p](u)"), main="ALD Density function")

legend("topright", legend=c("ALD for p=0.5"),lty=c(1),
       lwd=c(1),col=c("red"),title="Values for different quantiles:")

I should've probably asked before I posted my answer, but is there a reason not to use ggplot2 ? — DS_UNI
– DS_UNI, Commented Apr 26, 2019 at 10:46

DS_UNI · Accepted Answer · 2019-04-26 10:45:31Z

1

You can do that easily with ggplot2:

library(ggplot2)
ggplot(data.frame(sseq, dens, dens2)) + 
  geom_line(aes(sseq, dens, color = 'ALD for p=0.5')) + 
  geom_line(aes(sseq, dens2, color = 'ALD for p=0.25')) +
  labs(x="u",y=parse(text="f[p](u)"),
      title="ALD Density function") +
  scale_color_discrete(name="Values for different quantiles:") +
  theme_minimal()

answered Apr 26, 2019 at 10:45

DS_UNI

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