Is there a way to tell the quality of a distribution which is close to uniformity?
e.g. I have the following discrete distribution of values:
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 9]
which is pretty close to a perfect uniform distribution.
Subtracting the mean of the distribution above from the mean of the perfect distribution is the closest solution I found, however I was hoping to have a more elevated solution to this problem.
I am not a mathematican/statistics so please forgive me any mistakes