Structural and practical identifiability analysis of outbreak models

DOI10.1016/j.mbs.2018.02.004zbMath1393.92053OpenAlexW2794521555WikidataQ51784963 ScholiaQ51784963MaRDI QIDQ1642105

Trang T. Le, Necibe Tuncer

Publication date: 20 June 2018

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2018.02.004

zbMATH Keywords

structural identifiabilitycumulative incidenceemerging infectious diseasepractical identifiabilityoutbreak models

Mathematics Subject Classification ID

Epidemiology (92D30) Monte Carlo methods (65C05)

Related Items (15)

Why the spectral radius? An intuition-building introduction to the basic reproduction number ⋮ Parameter identifiability and optimal control of an SARS-CoV-2 model early in the pandemic ⋮ On the local identifiability of constituent stress-strain laws for hyperelastic composite materials ⋮ Multi-experiment Parameter Identifiability of ODEs and Model Theory ⋮ Model selection and identifiability analysis of HIV and SARS-CoV-2 co-infection model with drug therapy ⋮ A computational approach to identifiability analysis for a model of the propagation and control of COVID-19 in Chile ⋮ Structural identifiability analysis of epidemic models based on differential equations: a tutorial-based primer ⋮ Disentangling the role of virus infectiousness and awareness-based human behavior during the early phase of the COVID-19 pandemic in the European Union ⋮ MATHEMATICAL MODELING OF INFECTION MECHANISM BETWEEN MILD AND SEVERE COVID-19 PATIENTS ⋮ A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology ⋮ Computing all identifiable functions of parameters for ODE models ⋮ Structural identifiability analysis of age-structured PDE epidemic models ⋮ Identifiability of car-following dynamics ⋮ Limits of epidemic prediction using SIR models ⋮ Parameter estimation from ICC curves

Uses Software

• fminsearch
• DAISY

Cites Work

• Structural and practical identifiability issues of immuno-epidemiological vector-host models with application to Rift Valley Fever
• System identifiability based on the power series expansion of the solution
• On global identifiability for arbitrary model parametrizations
• The structural identifiability of the susceptible infected recovered model with seasonal forcing
• Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission
• Parameter estimation and uncertainty quantification for an epidemic model
• Robust parameter estimation techniques for stochastic within-host macroparasite models
• Identifiable reparametrizations of linear compartment models
• Identifiability and estimation of multiple transmission pathways in cholera and waterborne disease
• Modeling and Inverse Problems in the Presence of Uncertainty
• On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics
• Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions
• Science from Fisher Information
• An Introduction to Mathematical Epidemiology
• Unnamed Item

This page was built for publication: Structural and practical identifiability analysis of outbreak models