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Large deviations viewpoints for a heavy-tailed β-mixing sequence
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作者 liu yan hu yijun 《Science China Mathematics》 SCIE 2005年第11期1554-1566,共13页
Let (Xn;n≥1) be a stationary sequence of non-negative random variables with heavy tails. Under mixing conditions, we study logarithmic asymptotics for the distributions of the partial sums sn=X1+X2+…+Xn. We obtain t... Let (Xn;n≥1) be a stationary sequence of non-negative random variables with heavy tails. Under mixing conditions, we study logarithmic asymptotics for the distributions of the partial sums sn=X1+X2+…+Xn. We obtain the crude estimates P(Sn>nx)≈n-αx+1 for appropriate values of x, where a is a specific parameter. The related conjecture proposed by Gantert is investigated. As a by-product, the so-called supremum large deviations principle is also studied. 展开更多
关键词 logarithmic asymptotics large deviations heavy tails mixing
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