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The Product of Independent Random Variables with Regularly Varying Tails
Authors:Takaaki Shimura
Institution:(1) The Institute of Statistical Mathematics, 4-6-7 Minami-Azabu Minato-ku, Tokyo, 106-8569, Japan. e-mail
Abstract:A distribution mgr is said to have regularly varying tail with index –agr (agrge0) if limthinsp xrarrinfinmgr(kx,infin)/mgr(x,infin)=k agr for each k>0. Let X and Y be independent positive random variables with distributions mgr and ngr, respecitvely. The distribution of product XY is called Mellin–Stieltjes convolution (MS convolution) of mgr and ngr. It is known that D(agr) (the class of distributions on (0,infin) that have regularly varying tails with index –agr) is closed under MS convolution. This paper deals with decomposition problem of distributions in D(agr) related to MS convolution. A representation of a regularly varying function F of the following form is investigated: F(x)=sum k=0 n–1 b k f(a k x), where f is a measurable function and a and b k (k=1,...,n–1) are real constants. A criterion is given for these constants in order that f be regularly varying. This criterion is applicable to show that there exist two distributions mgr and ngr such that neither mgr nor ngr belongs to D(agr) (agr>0) and their MS convolution belongs to D(agr).
Keywords:tail of distribution  regularly varying function  slowly varying function  product of independent random variables
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