Hybrid estimation for ergodic diffusion processes based on noisy discrete observations (Q1984651)
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| English | Hybrid estimation for ergodic diffusion processes based on noisy discrete observations |
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Hybrid estimation for ergodic diffusion processes based on noisy discrete observations (English)
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7 April 2020
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This is an article where you can read about multistep-methods. The \(d\)-dimensional ergodic diffusion process defined by the stochastic differential equation with noisy sampled data is considered. The authors define the initial and multi-step estimators and set the main theorem for the polynomial-type large deviation inequalities, moment estimates of the Bayes-type estimators and convergences of moments. A concrete example and simulation results are given.
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Bayes-type estimator
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convergence of moments
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ergodic diffusion process
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multi-step estimator
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quasi maximum likelihood estimator
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reduced data
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