I am trying to fit the Poisson distribution to my data which is the inter-arrival times. The format of the data is:
,which means I had 3 objects with the inter-arrival time of 2 seconds, 1 object with 5 sec inter-arrival time, and so on. I a bit confused that I shall fit the Exponential distribution or Poisson distribution to these data as Poisson models the counts and Exponentials models the time between inter-arrival times.
I am using R and I am using fitdistrplus library. So, I change the data as follows 2 2 2 5 8 8 and then fit these data with fitdistrplus.
It seems that my approach agrees with : How do you fit a Poisson distribution to table data?
But just want to be sure that I need to fit my data with Exponential distribution not with Poisson.