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Weak Convergence to Stochastic Integrals Driven by $\alpha-$Stable L\'evy Processes

Authors :
Lin, Zhengyan
Wang, Hanchao
Publication Year :
2011

Abstract

We use the martingale convergence method to get the weak convergence theorem on general functionals of partial sums of independent heavy-tailed random variables. The limiting process is the stochastic integral driven by $\alpha-$stable L\'evy process. Our method is very powerful to obtain the limit behavior of heavy-tailed random variables.<br />Comment: 18pages

Subjects

Subjects :
Mathematics - Statistics Theory

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1104.3402
Document Type :
Working Paper