Let \(X_1,X_2,\ldots \) be i.i.d. mean 0, variance 1 random variables and \(S_n=X_1+\cdots +X_n\) for each \(n\geq 1\). Show directly that the characteristic function of \(S_n/\sqrt {n}\) converges pointwise to the characteristic function of the standard normal distribution. Notice that this is a key step in the proof of the central limit theorem, so you are not allowed to use the central limit theorem in your derivation.
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Math 6010 • Linear Models
Spring 2008 • Question 7