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Semiparametric Mixed-Effects Ordinary Differential Equation Models with Heavy-Tailed Distributions

Ordinary differential equation (ODE) models are popularly used to describe complex dynamical systems. When estimating ODE parameters from noisy data, a common distribution assumption is using the Gaussian distribution. It is known that the Gaussian distribution is not robust when abnormal data exist...

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Detalles Bibliográficos
Autores principales: Liu, Baisen, Wang, Liangliang, Nie, Yunlong, Cao, Jiguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8020077/
https://www.ncbi.nlm.nih.gov/pubmed/33840991
http://dx.doi.org/10.1007/s13253-021-00446-2