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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Stat Sin
Prif Awduron: Ding, A. Adam, Wu, Hulin
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2014
Pynciau:
Mynediad Ar-lein: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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