Notes on the Central Limit Theorem

Theory

Let X??? with i = {1 … n} be n random variables (r.v.), independently distributed with distributions D??? not necessarily identical, but with the same mean μ and variance σ².

(1)

Let us define the “sum” r.v. S???

(2)

By the linearity property of the expected value

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Tags: Limit theorem