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Classical Method of Moments for Partially and Discretely Observed Ergodic Models
Authors:Masuda  Hiroki
Affiliation:(1) Graduate School of Mathematical Sciences, University of Tokyo, 3-8-1 Komaba, Meguro-ku, Tokyo, 153-8914, Japan
Abstract:We discuss the method of moments for a partially and discretely observed model driven by a time-homogeneous Lévy process. We suppose that the unobserved process is an epsi-Markov process and that the data, which comes from another process, are available only at regularly spaced time points. Stochastic differential equations are particularly treated among many other possible models. Some illustrative examples are presented with simulations.
Keywords:ergodicity  method of moments  Ornstein-Uhlenbeck process driven by a Lé  vy process  partially and discretely observed model  stochastic differential equation
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