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金融证券建模讲义

文件格式:Pdf 可复制性:可复制 TAG标签: 金融证券 建模 点击次数: 更新时间:2009-09-28 13:39
介绍

Key advantages of modeling security returns with time-changed Lévy processes: 

Generality:

  • Lévy processes can generate pretty much any return innovation distribution.
  •  Applying stochastic time changes on Lévy processes randomizes the return innovation distribution over time ⇒ stochastic volatility, and higher moments.

Explicit economic mapping by modeling returns with several time-changed Lévy components (versus models with hidden state vectors):

  • Each Lévy component captures shocks from each economic source.
  • Time change captures the time-varying intensity of its impact.
  • ⇒ makes model design more intuitive, parsimonious, and to the point.

Tractability: A model is tractable for option pricing if we have under the risk-neutral measure Q

  • tractable characteristic exponent for the Lévy components.
  • tractable Laplace transforms for the activity rates underlying the time change.
  • ⇒ any combinations of the two generate tractable return dynamics.
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