Let X1, X2,... be, i.i.d. random variables, and put \( S_{n}=X_{1}+\cdots+X_{n}\). We find necessary and sufficient moment conditions for \(\int_{\varepsilon }^{\infty }f(x^{q})dx < \infty , \varepsilon >\delta \), where δ≥ 0 and q>0, and \(f(x)=\sum_{n}a_{n}P(\left\vert S_{n}\right\vert >xb_{n})\) with a n >0 and b n is either \(n^{1/p},\,0<p<2,\,\sqrt{n\,\log\,n}\) or \(\sqrt{n\,\log\,\log\,n}.\) The series f(x) we deal with are classical series studied by Hsu and Robbins, Erdős, Spitzer, Baum and Katz, Davis, Lai, Gut, etc
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References
K.B. Athreya (1988) ArticleTitleOn the maximum sequences in a critical branching process Ann. Probab 16 502–507
L.E. Baum M. Katz (1965) ArticleTitleConvergence rates in the law of large numbers Trans. Amer. Math. Soc 120 108–123
Y.S. Chow H. Teicher (1978) Probability Theory Springer-Verlag Berlin
J.A. Davis (1968a) ArticleTitleConvergence rates for the law of the iterated logarithm Ann. Math. Statist 39 1479–1485
J.A. Davis (1968b) ArticleTitleConvergence rates for probabilities of moderate deviations Ann. Math. Statist 39 2016–2028
P. Erdős (1949) ArticleTitleOn a theorem of Hsu and Robbins Ann. Math. Statist 20 286–291
P. Erdős (1950) ArticleTitleRemark on my paper “On a theorem of Hsu and Robbins” Ann. Math. Statist 21 138
A. Gut (1980) ArticleTitleConvergence rates for probabilities of moderate deviations for sums of random variables with multidimensional indices Ann. Probab 8 298–313
P.L. Hsu H. Robbins (1947) ArticleTitleComplete convergence and the law of large numbers Proc. Nat. Acad. Sci. U.S.A 33 25–31
N.C. Jain (1975) ArticleTitleTail probabilities for sums of independent Banach space valued random variables Z. Wahrsh. verw. Gebiete 33 155–166 Occurrence Handle10.1007/BF00534961
J. Kuelbs J. Zinn (1983) ArticleTitleSome results on LIL behavior Ann. Probab 11 506–557
T.L. Lai (1974) ArticleTitleLimit theorems for delayed sums Ann. Probab 2 432–440
M. Ledoux M. Talagrand (1991) Probability in Banach Spaces Springer-Verlag Berlin
D. Li X. Wang M.B. Rao (1992) ArticleTitleSome results on convergence rates for probabilities of moderate deviations for sums of random variables Int. J. Math. Math. Sci 15 481–498 Occurrence Handle10.1155/S0161171292000644
D. Li M.B. Rao T. Jiang X. Wang (1995) ArticleTitleComplete convergence and almost sure convergence of weighted sums of random variables J. Theor. Probab 8 49–76
A. Spătaru (1990) ArticleTitleStrengthening the Hsu-Robbins-Erdős theorem Revue Roumaine Math. Pures Appl 35 463–465
A. Spătaru (1991) ArticleTitleA maximum sequence in a critical multitype branching process J. Appl. Probab 28 893–897
A. Spătaru (2000) ArticleTitleOn a series concerning moderate deviations Revue Roumaine Math. Pures Appl. 45 883–896
Spătaru A. (2003). Strengthening classical results concerning large, moderate and small deviations. (submitted)
F. Spitzer (1956) ArticleTitleA combinatorial lemma and its applications to probability theory Trans. Amer. Math. Soc. 82 323–339
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Li, D., Spătaru, A. Refinement of Convergence Rates for Tail Probabilities. J Theor Probab 18, 933–947 (2005). https://doi.org/10.1007/s10959-005-7534-2
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DOI: https://doi.org/10.1007/s10959-005-7534-2