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How to create a plot of empirical distribution in R?
The empirical distribution can be found by using the function ecdf and if we want to create a plot of empirical distribution then plot function will be used.
For example, if we have a vector called X then plot of empirical distribution can be created by using the below command −
plot(ecdf(X))
Example 1
To create a plot of empirical distribution in R, use the code given below −
x<-rnorm(100) plot(ecdf(x))
Output
If you execute the above given code, it generates the following output −
Example 2
To create a plot of empirical distribution in R, use the code given below −
y<-rpois(10000,2) plot(ecdf(y))
Output
If you execute the above given code, it generates the following output −
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