A histogram gives you the number nini of observations between some xi and xi+1. I'm assuming a total of n observation. So, to get an approximation for the upper p-percentile, you want to find the maximal j such that sumii=jnftynigeqp∗n. Then, the empirical upper p-percentile is between xj and xj+1.
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