• Title of article

    Estimation of the mean of stationary and nonstationary Ornstein-Uhlenbeck processes and sheets

  • Author/Authors

    S. Baran، نويسنده , , G. Pap، نويسنده , , M. C. A. van Zuijlen، نويسنده ,

  • Issue Information
    دوهفته نامه با شماره پیاپی سال 2003
  • Pages
    17
  • From page
    563
  • To page
    579
  • Abstract
    We consider the problem of estimating an unknown parameter m in case one observes in an interval (rectangle) stationary and nonstationary Ornstein-Uhlenbeck processes (sheets), which are shifted by m times a known deterministic function on the interval (rectangle). It turns out that the maximum likelihood estimator (MLE) has a normal distribution and, for instance, in case of the sheet this MLE is a weighted linear combination of the values at the vertices, integrals on the edges, and the integral on the whole rectangle of the weighted observed process. We do not use partial stochastic differential equations; we apply direct discrete time approach instead. To make the transition from the discrete time to the continuous time, a tool is developed, which might be of independent interest.
  • Keywords
    maximum likelihood estimation , Wiener sheet , Radon-Nikodym derivative , Ornstein-Uhlenbeck sheet
  • Journal title
    Computers and Mathematics with Applications
  • Serial Year
    2003
  • Journal title
    Computers and Mathematics with Applications
  • Record number

    919453