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Large deviations for heavy-tailed random sums of independent random variables with dominatedly varying tails 被引量:11

Large deviations for heavy-tailed random sums of independent random variables with dominatedly varying tails
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摘要 We prove large deviation results on the partial and random sums s n =Σ i=1 n X i , n?1; S(t)=Σ i=1 N(t) X i , t?0, where {N(t);t?0} are non-negative integer-valued random variables and {X n ;n?1} are independent non-negative random variables with distribution, F n , of X n , independent of {N(t);t?0}. Special attention is paid to the distribution of dominated variation. We prove large deviation results on the partial and random sums Sn = ∑ni=1 Xi, n≥1; S(t) =∑N(t)i=1 Xi, t≥0, where {N(t);t≥0} are non-negative integer-valued random variables and {Xn;n≥1} areindependent non-negative random variables with distribution, Fn, of Xn, independent of {N(t); t≥0}. Specialattention is paid to the distribution of dominated variation.
作者 刘艳 胡亦钧
出处 《Science China Mathematics》 SCIE 2003年第3期383-395,共13页 中国科学:数学(英文版)
基金 This work was supported in part by the National Natural Science Foundation of China(Grant Nos.10071058,70273209) the Ministry of Education of China.The authors are grateful to the referees for their comments and suggestions,which led to the present imp
关键词 large deviations (extended) REGULAR variation dominated variation. large deviations (extended) regular variation dominated variation
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