Ontology highlight
ABSTRACT: Supplementary information
Supplementary materials for this article are available at10.1007/s13253-021-00446-2.
SUBMITTER: Liu B
PROVIDER: S-EPMC8020077 | biostudies-literature | 2021
REPOSITORIES: biostudies-literature
Liu Baisen B Wang Liangliang L Nie Yunlong Y Cao Jiguo J
Journal of agricultural, biological, and environmental statistics 20210405 3
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. In this article, we develop a hierarchical semiparametric mixed-effects ODE model for longitudinal data under the Bayesian framework. For robust inference on ODE parameters, we consider a class of h ...[more]