Sanov’s theorem

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Sanov’s theorem is a fundamental result in large deviations theory that characterizes the exponential rate at which the empirical distribution of independent samples deviates from the true underlying distribution, using relative entropy as the rate function.

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Cramér’s theorem in large deviations → relatedTo → Sanov’s theorem ⓘ