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Diffusion Process with Evolution and its Parameter Estimation

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A discrete Markov process in an asymptotic diffusion environment with a uniformly ergodic embedded Markov chain can be approximated by an Ornstein–Uhlenbeck process with evolution. The drift parameter estimation is… Click to show full abstract

A discrete Markov process in an asymptotic diffusion environment with a uniformly ergodic embedded Markov chain can be approximated by an Ornstein–Uhlenbeck process with evolution. The drift parameter estimation is obtained using the stationarity of the Gaussian limit process.

Keywords: parameter estimation; process evolution; process; diffusion

Journal Title: Cybernetics and Systems Analysis
Year Published: 2020

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