Note On the Central Limit Theorem

Cover Note On the Central Limit Theorem
Note On the Central Limit Theorem
Harold N Shapiro
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In addition, let Y-, Yp, . , be an in- finite sequence of random variables such that the d. F, of the normalized partial sums tends to the standard normal, and on which the Lindeberg condition holds T This last convergence is, as is well known, uniform.
-;;- For convenience we take a simple case of Bernoulli variables, so that the variance of the n*" partial sum is n.
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11 For S^ = X^ +.. , + X^, It follows from {3, h) that given any 6 > 0, there exists an n„ = n (5) such
... that for all n > n, and — o' all X such that |x| > 5, |P^'(x) - e(x)| Ti (recall that s. = o(s. )). "" ^ ^k-1 ^k Letting s = the variance of the n partial sum of the Y. Sequence, since the convergence of the d. F. 's of the normalized partial suras to ^(x) is uniform, vje can choose blocks '^ ■■ \\-i^^ such that (3.

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