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  • 标题:Stochastic Volatility Effects on Correlated Log-Normal Random Variables
  • 本地全文:下载
  • 作者:Yong-Ki Ma
  • 期刊名称:Advances in Mathematical Physics
  • 印刷版ISSN:1687-9120
  • 电子版ISSN:1687-9139
  • 出版年度:2017
  • 卷号:2017
  • DOI:10.1155/2017/7150203
  • 出版社:Hindawi Publishing Corporation
  • 摘要:The transition density function plays an important role in understanding and explaining the dynamics of the stochastic process. In this paper, we incorporate an ergodic process displaying fast moving fluctuation into constant volatility models to express volatility clustering over time. We obtain an analytic approximation of the transition density function under our stochastic process model. Using perturbation theory based on Lie–Trotter operator splitting method, we compute the leading-order term and the first-order correction term and then present the left and right skew scenarios through numerical study.
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