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A distribution is a mathematical description of probabilities or frequencies.
3
votes
Intuition behind Dvoretzky Kiefer Wolfowitz inequality
This answer might help you to understand its origin. You will need to fill some details up, though.
Another reference of interest with a formal proof of an improved version of the inequallity is
Mass …