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Penalized Nonlinear Least Squares Estimation of Time-Varying Parameters in Ordinary Differential Equations

Ordinary differential equations (ODEs) are widely used in biomedical research and other scientific areas to model complex dynamic systems. It is an important statistical problem to estimate parameters in ODEs from noisy observations. In this article we propose a method for estimating the time-varyin...

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Detalhes bibliográficos
Main Authors: Cao, Jiguo, Huang, Jianhua Z., Wu, Hulin
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3496750/
https://ncbi.nlm.nih.gov/pubmed/23155351
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2011.10021
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