• DocumentCode
    762944
  • Title

    A New Formula for Lognormal Characteristic Functions

  • Author

    Gubner, John A.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Wisconsin, Madison, WI
  • Volume
    55
  • Issue
    5
  • fYear
    2006
  • Firstpage
    1668
  • Lastpage
    1671
  • Abstract
    Numerical computation of lognormal characteristic functions is a challenging problem because the defining integral formulas are not well suited to the more common numerical integration techniques. In this paper, a simple change-of-contour argument is used to convert the integral into one in which the oscillatory nature of the new integrand does not depend on the argument of the characteristic function. Hence, efficient numerical computation of the characteristic function is possible for an extremely large range of its argument. The method generalizes to allow the computation of the moment-generating function when the argument has a negative real part. A simple program for computing the new integral using Gaussian quadrature and another program for generating the quadrature nodes and weights are given
  • Keywords
    Gaussian processes; integration; Gaussian quadrature; change-of-contour argument; integral formulas; lognormal characteristic functions; moment-generating function; numerical integration techniques; Closed-form solution; Convolution; Fast Fourier transforms; Fourier transforms; Random variables; Approximation methods; Fourier transforms; Gaussian quadrature; moment-generating function; numerical integration;
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2006.878610
  • Filename
    1703968