Is there an implemented (!) function in R which gives you the empirical quantile for each value? I couldn't find any ...
Let's say we have x
x = c(1,3,4,2)
I want to have the quantile of each element.
[1] 0.25, 0.75, 1, 0.5
You can use the ecdf() function:
ecdf(x)(x)
[1] 0.25 0.75 1.00 0.50
ecdf(x) creates a function, and you pass the elements of x to that function. The syntax admittedly looks strange