pith. sign in

arxiv: 0807.2832 · v4 · pith:ANUZOEUCnew · submitted 2008-07-17 · 🧮 math.PR · math.ST· stat.TH

Method of Moments Estimation of Ornstein-Uhlenbeck Processes Driven by General L\'{e}vy Process

classification 🧮 math.PR math.STstat.TH
keywords processestimatorsornstein-uhlenbeckdrivengeneralmomentsprocessesasymptotically
0
0 comments X
read the original abstract

Ornstein-Uhlenbeck processes driven by general L\'{e}vy process are considered in this paper. We derive strongly consistent estimators for the moments of the underlying L\'{e}vy process and for the mean reverting parameter of the Ornstein-Uhlenbeck process. Moreover, we prove that the estimators are asymptotically normal. Finally, we test the empirical performance of our estimators in a simulation study and we fit the model to real data.

This paper has not been read by Pith yet.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.