• Title of article

    Least squares estimator for Ornstein–Uhlenbeck processes driven by -stable motions

  • Author/Authors

    Hu، نويسنده , , Yaozhong and Long، نويسنده , , Hongwei، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2009
  • Pages
    16
  • From page
    2465
  • To page
    2480
  • Abstract
    We study the problem of parameter estimation for generalized Ornstein–Uhlenbeck processes driven by α -stable noises, observed at discrete time instants. Least squares method is used to obtain an asymptotically consistent estimator. The strong consistency and the rate of convergence of the estimator have been studied. The estimator has a higher order of convergence in the general stable, non-Gaussian case than in the classical Gaussian case.
  • Keywords
    Asymptotic distribution of LSE , Consistency of LSE , Discrete observation , Least Squares Method , Generalized Ornstein–Uhlenbeck processes , Parameter estimation , ? -stable processes
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2009
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1578156