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Asymptotically efficient estimation of the derivative of the invariant density

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Publication:1810762
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DOI10.1023/A:1022604827156zbMath1012.62089OpenAlexW4301878344MaRDI QIDQ1810762

Arnak S. Dalalyan, Yury A. Kutoyants

Publication date: 9 June 2003

Published in: Statistical Inference for Stochastic Processes (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1022604827156


zbMATH Keywords

derivative estimationergodic diffusionsinvariant densitiesPinsker's constantasymptotical efficiency


Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Markov processes: estimation; hidden Markov models (62M05)


Related Items (4)

A selective overview of nonparametric methods in financial econometrics ⋮ Nadaraya-Watson estimator for stochastic processes driven by stable Lévy motions ⋮ Local diffusion models for stochastic reacting systems: estimation issues in equation-free numerics ⋮ Functional convergence and optimality of plug-in estimators for stationary densities of moving average processes







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