Identifiability of Infection Model Parameters Early in an Epidemic

Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)

(2020) Ruiyun Li et al.   SCIENCE

Sequential Data Assimilation of the Stochastic SEIR Epidemic Model for Regional COVID-19 Dynamics

(2020) Ralf Engbert et al.   BULLETIN OF MATHEMATICAL BIOLOGY

Assessing parameter identifiability in compartmental dynamic models using a computational approach: application to infectious disease transmission models

(2019) Kimberlyn Roosa et al.   Theoretical Biology and Medical Modelling

Full observability and estimation of unknown inputs, states and parameters of nonlinear biological models

(2019) Alejandro F. Villaverde et al.   Journal of the Royal Society Interface

Fitting mechanistic epidemic models to data: A comparison of simple Markov chain Monte Carlo approaches

(2018) Michael Li et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Dynamical compensation and structural identifiability of biological models: Analysis, implications, and reconciliation

(2017) Alejandro F. Villaverde et al.   PLoS Computational Biology

Structural Identifiability of Dynamic Systems Biology Models

(2016) Alejandro F. Villaverde et al.   PLoS Computational Biology

Comparison of approaches for parameter identifiability analysis of biological systems

(2014) A. Raue et al.   BIOINFORMATICS

On the identifiability of metabolic network models

(2012) Sara Berthoumieux et al.   JOURNAL OF MATHEMATICAL BIOLOGY

Structural Identifiability of Systems Biology Models: A Critical Comparison of Methods

(2011) Oana-Teodora Chis et al.   PLoS One

On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics

(2011) Hongyu Miao et al.   SIAM REVIEW

Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood

(2009) A. Raue et al.   BIOINFORMATICS