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Jun 30, 2017 at 7:55 comment added Chris Thanks also for the reference to the rule of three. And I must say the Dvoetzky-Kiefer-Wolfowitz inequality is a really cool result... impressed me from a mathematical standpoint.
Jun 30, 2017 at 7:54 vote accept Chris
Jun 23, 2017 at 13:36 comment added whuber It's a Binomial confidence limit. It depends only on the fact that the threshold exceeds the maximum observed value in a simple random sample. See stats.stackexchange.com/search?q=rule+of+three.
Jun 22, 2017 at 22:56 comment added Evgeniy Riabenko Could you elaborate on how did you get this limit and why does it not depend on the value of the threshold?
Jun 22, 2017 at 22:46 comment added whuber That's a pretty bad confidence limit. After all, if the probability were well inside it--say, $\Pr(X \gt 400) = 1/10$, then the chance that all $67$ data values are less than or equal to $400$ would be $1 - (1-1/10)^{67}=0.99914\ldots$. A better confidence limit procedure would give a smaller limit, one for which this probability were equal to $1-\alpha$. A much better, and far simpler, limit is thereby obtained as $1-\alpha^{1/n}= 0.0437\ldots$.
Jun 22, 2017 at 22:33 history answered Evgeniy Riabenko CC BY-SA 3.0