Estimating parameters of drift and diffusion coefficients for multidimensional stochastic delay equations with small noise are considered. The delay structure is written as an integral form with respect to a delay measure. Our contrast function is based on a local-Gauss approximation to the transition probability density of the process. We show consistency and asymptotic normality of the minimum-contrast estimator when a small dispersion coefficient ε→0\documentclass[12pt]{minimal}
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\begin{document}$$\varepsilon \rightarrow 0$$\end{document} and sample size n→∞\documentclass[12pt]{minimal}
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\begin{document}$$n\rightarrow \infty $$\end{document} simultaneously.
机构:
Cent S Univ, Sch Math & Stat, Changsha 410075, Hunan, Peoples R China
Linyi Univ, Sch Sci, Linyi 276005, Shandong, Peoples R ChinaCent S Univ, Sch Math & Stat, Changsha 410075, Hunan, Peoples R China
Shen, Liang
Xu, Qingsong
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Cent S Univ, Sch Math & Stat, Changsha 410075, Hunan, Peoples R ChinaCent S Univ, Sch Math & Stat, Changsha 410075, Hunan, Peoples R China
机构:
Department of Economics, Kiel University, 24118 Kiel
Kiel Institute for the World Economy, Kiel
Bank of Spain Chair of Computational Economics, Department of Economics, University Jaume I, CastellónDepartment of Economics, Kiel University, 24118 Kiel
机构:
Univ Paris Saclay, CentraleSupelec, MICS, F-91190 Gif Sur Yvette, France
Univ Paris Saclay, CNRS, F-91190 Gif Sur Yvette, FranceUniv Paris Saclay, CentraleSupelec, MICS, F-91190 Gif Sur Yvette, France
Haress, El Mehdi
Richard, Alexandre
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Univ Paris Saclay, CentraleSupelec, MICS, F-91190 Gif Sur Yvette, France
Univ Paris Saclay, CNRS, F-91190 Gif Sur Yvette, FranceUniv Paris Saclay, CentraleSupelec, MICS, F-91190 Gif Sur Yvette, France