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Estimation of Ordinary Differential Equation Parameters Using Constrained Local Polynomial Regression

We propose a new method to use a constrained local polynomial regression to estimate the unknown parameters in ordinary differential equation models with a goal of improving the smoothing-based two-stage pseudo-least squares estimate. The equation constraints are derived from the differential equati...

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Detalhes bibliográficos
Publicado no:Stat Sin
Main Authors: Ding, A. Adam, Wu, Hulin
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4577067/
https://ncbi.nlm.nih.gov/pubmed/26401093
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2012.304
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