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
Link To Document