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EasyStatistics

Central Limit Theorem

Goldman SachsMorgan Stanley

State the Central Limit Theorem, and give the standard deviation of the sample mean of n i.i.d. draws with variance σ².

Hints

It concerns the distribution of the sample mean.

The spread of the mean scales with 1/n1/\sqrt{n}.

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