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close a limiting distribution approaches the statistic's sample distribution: For example, with 10,000 independent samples the normal distribution approximates (to two digits of accuracy) the distribution of the sample mean for many population distributions, by the Berry-Esseen theorem. Yet for many practical purposes, the normal approximation provides a good approximation

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