Abstract
Drift estimation for Generalized Ornstein-Uhlenbeck processes with Lévy noise and up to 3rd-order autoregressive behavior are studied. Under exponential trend and cosine oscillations, we propose two discrete-time versions of the MLE for the drift parameter. Both estimates are derived using jump filtering techniques. Simulation results showing their performance are included.
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