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Mar 14, 2016 at 16:32 history edited Iosif Pinelis CC BY-SA 3.0
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Mar 14, 2016 at 15:46 history edited Iosif Pinelis CC BY-SA 3.0
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Mar 14, 2016 at 14:52 history edited Iosif Pinelis CC BY-SA 3.0
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Mar 14, 2016 at 14:34 comment added Iosif Pinelis Alas, your reformulation has not improved the question. With $ES_n^2=1$ and $E|X_1|^3=b$, the Berry--Esseen bound is $cnb$ (not $cb/\sqrt n$), and (in view, say, of the Edgeworth expansion) the factor $n$ in $cnb$ cannot be improved under any moment finiteness condition. Also, as long as you assume $ES_n^2=1$, you cannot say "we fix the distribution [of $X_1$]" -- because then $EX_1^2=1/n$, which depends on $n$. I still don't see a meaningful reinterpretation of the question other than the one given in my answer.
Mar 14, 2016 at 5:56 comment added TOM This is indeed a useful comment and I will mend the formulation. Yet it is not what I exactly mean, although very close. This time I am sure that it is more meaningful.
Mar 14, 2016 at 4:41 history answered Iosif Pinelis CC BY-SA 3.0