統計数学セミナー
Seminar on Probability and Statistics
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Seminar on Probability and Statistics
Wednesday November 1 2006
Tokyo 128
3:00-4:10 pm


Some problems related to the estimation of the invariant measure of an ergodic diffusion.


Ilia NEGRI
Department of Management and Information Technology, University of Bergamo, Italy

Abstract

We consider a one dimensional ergodic diffusion process solution of a stochastic differential equation. We suppose that the diffusion coefficient is known whereas the drift coefficient $S$ is unknown. Our interest is the invariant measure of the process denoted as $\mu $. We denote by $f_S$ and $F_S$ the invariant density and the invariant distribution function of $\mu$ respectively. We present the problems of finding efficient estimators when we observe the trajectory of the diffusion in continuos time over $[0,T]$ and we study asymptotic properties of the estimators when $T$ goes to infinity.




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Seminar on Probability and Statistics