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We show that the percentile-percentile (P-P) process constructed from an independent and identically distributed sample of pairs converges in distribution in if and only if the associated P-P curve is absolutely continuous. When this condition holds, the limiting distribution is Gaussian and the process admits a valid bootstrap approximation.

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