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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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Publicat a:Stat Sin
Autors principals: Ding, A. Adam, Wu, Hulin
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia: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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