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Author:

Lu, Zhaoyang (Lu, Zhaoyang.)

Indexed by:

SCIE SSCI EI Scopus Web of Science

Abstract:

According to in-depth research, a wide range of problems in applied science involve estimating the probability of compound stochastic sums of heavy-tailed risks over a large threshold. Many researchers have explored this issue from different aspects in recent times. There are two main difficulties here: one is how to deal with the heavy tail of risk, and another is how to handle the dependence of the aggregated processes. Aimed at these two main problems, we investigate the asymptotic properties of the tail of compound stochastic sums of heavy-tailed risks in a general dependence framework, and some approximate bounds and key characteristics related to value-at-risk are also derived. Several practical examples are given to demonstrate the effectiveness of the approximation results. Furthermore, the main results in this paper can be applied to studies of stochastic models in finance and econometrics and studies of dependent netput processes of the M/G/1 queuing systems, etc.

Keyword:

Multivariate dependence operational risk stochastic models subexponential distribution value-at-risk

Author Community:

  • [ 1 ] [Lu, Zhaoyang]Xi An Jiao Tong Univ, Dept Econ, City Coll, Xian 710018, Peoples R China

Reprint Author's Address:

  • [Lu, Zhaoyang]Department of Economics, City College, Xi'An Jiaotong University, Xi'an, China;;

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Source :

IEEE ACCESS

ISSN: 2169-3536

Year: 2020

Volume: 8

Page: 159307-159315

3 . 3 6 7

JCR@2020

3 . 3 6 7

JCR@2020

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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