J.Zhang - 1 year ago 72

R Question

I can only get the qq plot one by one with different datasets..

`library(fitdistrplus)`

x1<-c(1300,541,441,35,278,167,276,159,126,60.8,160,5000,264.6,379,170,251.3,155.84,187.01,850)

x2<-c(25,500,42,100,10,8.2,76,2.2,7.86,50)

y1<-log10(x1)

y2<-log10(x2)

x1.logis <- fitdist(y1, "logis", method="mle")

x2.logis <- fitdist(y2, "logis", method="mle")

ppcomp(x1.logis, addlegend=FALSE)

ppcomp(x2.logis, addlegend=FALSE)

How can i place the two qq plot in same coordinate system?

Answer Source

Use `ggplot2`

. You need to extract your fitted values from the `fitdist`

object n and make a new data frame. Use `ggplot2`

layers to add the fitted values from the two data sets and then add an abline.

```
library(ggplot2)
fittedx1 <- data.frame(x = sort(plogis(x1.logis$data,
location = x1.logis$estimate[1],
scale = x1.logis$estimate[2])),
p = (1:length(x1.logis$data))/length(x1.logis$data))
fittedx2 <- data.frame(x = sort(plogis(x2.logis$data,
location = x2.logis$estimate[1],
scale = x2.logis$estimate[2])),
p = (1:length(x2.logis$data))/length(x2.logis$data))
fitted <- rbind(fittedx1,fittedx2) #You need to combine the two datasets
#Add a variable that identifies which dataset the values belong to
#Then you can use the col option in ggplot to give each data set its own color!
fitted$set <- c(rep("1", nrow(fittedx1)), rep("2", nrow(fittedx2)))
#Now plot
ggplot(fitted) +
geom_point(aes(p, x, col=set), shape=1, size=3) +
geom_abline(intercept=0, slope=1)
```