Nonparametric estimation of nonlinear dynamics by metric-based local linear approximation

DOI10.1007/S10260-012-0226-ZzbMath1332.62140OpenAlexW1975745778MaRDI QIDQ257393

Isao Shoji

Publication date: 17 March 2016

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10260-012-0226-z

zbMATH Keywords

nonlinear dynamical systemnonparametric estimationelectrocardiogramlocal linear approximationrandom oscillation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Medical applications (general) (92C50) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Nonlinear oscillations and coupled oscillators for ordinary differential equations (34C15)

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Local lagged adapted generalized method of moments and applications ⋮ Local lagged adapted generalized method of moments: an innovative estimation and forecasting approach and its applications

Cites Work

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• Deterministic models for simulating electrocardiographic signals
• Complex dynamics underlying the human electrocardiogram
• Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
• All of Nonparametric Statistics

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