High moments of a clipped minimum of exponential sample means

ID: high-moments-of-a-clipped-minimum-of-exponential-sample-means

Let clip the minimum of independent exponential sample means into , with . The rate function under scalar clipping is the minimum cost on this interval. Apply Varadhan's lemma to . On the lower side its objective is increasing; on the upper side its derivative is . Thus the optimum is once , giving the displayed limit. The expectation is of the high power, rather than a power of the mean; the latter has limit .

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