• Title of article

    Chaotic and predictable representations for Lévy processes

  • Author/Authors

    Nualart، نويسنده , , David and Schoutens، نويسنده , , Wim، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2000
  • Pages
    14
  • From page
    109
  • To page
    122
  • Abstract
    The only normal martingales which posses the chaotic representation property and the weaker predictable representation property and which are at the same time also Lévy processes, are in essence Brownian motion and the compensated Poisson process. For a general Lévy process (satisfying some moment conditions), we introduce the power jump processes and the related Teugels martingales. Furthermore, we orthogonalize the Teugels martingales and show how their orthogonalization is intrinsically related with classical orthogonal polynomials. We give a chaotic representation for every square integral random variable in terms of these orthogonalized Teugels martingales. The predictable representation with respect to the same set of orthogonalized martingales of square integrable random variables and of square integrable martingales is an easy consequence of the chaotic representation.
  • Keywords
    Lévy processes , martingales , Stochastic integration , orthogonal polynomials
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2000
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1576712