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From light tails to heavy tails through multiplier
Authors:Qihe Tang
Affiliation:(1) Department of Statistics and Actuarial Science, The University of Iowa, 241 Schaeffer Hall, Iowa City, IA 52242, USA
Abstract:Let X and Y be two independent nonnegative random variables, of which X has a distribution belonging to the class $mathcal{L}(gamma)$ or $mathcal{S}(gamma)$ for some γ ≥ 0 and Y is unbounded. We study how their product XY inherits the tail behavior of X. Under some mild technical assumptions we prove that the distribution of XY belongs to the class $mathcal{L}(0)$ or $mathcal{S}(0)$ accordingly. Hence, the multiplier Y builds a bridge between light tails and heavy tails.
Keywords:Asymptotics  Convolution  Discontinuity  Multiplier  Product  The classes   IEq1"  >  /content/56813755m8r68p34/10687_2008_63_Article_IEq1.gif"   alt="  $mathcal{L}(gamma)$"   align="  middle"   border="  0"  > and   IEq2"  >  /content/56813755m8r68p34/10687_2008_63_Article_IEq2.gif"   alt="  $mathcal{S}(gamma)$"   align="  middle"   border="  0"  >   Upper endpoint
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