Parameter Estimation from Occupation Times

Details Parameter Estimation from Occupation Times Parameter Estimation from Occupation Times

2011-05-27

arxiv.org/abs/1105.5552v1

Mathematics

Numerical Analysis

13 pages, 2 figures

Scientific paper

We derive an equation to compute directly the expected occupation time of the centered Ornstein-Uhlenbeck process. This allows us to identify the parameters of the Ornstein-Uhlenbeck process for available occupation times via a standard least squares minimization. To test the method, we generate occupation times via Monte-Carlo simulations and recover the parameters with the above mentioned procedure.

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