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I've read that a good RNG will have a range of p-values that follows a uniform distribution; values between 0 and 1 should happen with about equal probability. Why should that be so? It comes straight from the definition of p-values. The p-value indicates the probability you'd get at least that skewed a result if the source is truly random. So you ...

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