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Precise asymptotics for a series of T. L. Lai
Authors:Aurel Spataru
Affiliation:Institute of Mathematical Statistics and Applied Mathematics, Romanian Academy, Calea 13 Septembrie.13, 76100 Bucharest, Romania
Abstract:
Let $X,~X_{1},,X_{2},...$ be i.i.d. random variables with $EX=0$, and set $S_{n}=X_{1}+...+X_{n}$. We prove that, for $1<p<3/2,$

begin{displaymath}lim_{varepsilon searrow sigma sqrt{2p-2}}sqrt{varepsil... ...geq varepsilon sqrt{nlog n} )=sigma sqrt{frac{2}{p-1}}, end{displaymath}

under the assumption that $EX^{2}=sigma ^{2}$ and $E[leftvert Xrightvert ^{2p}(log ^{+}leftvert Xrightvert )^{-p}]<infty .$Necessary and sufficient conditions for the convergence of the sum above were established by Lai (1974).

Keywords:Tail probabilities of sums of i.i.d. random variables   moderate deviations   Lai law
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