Mars approach for global sensitivity analysis of differential equation models with applications to dynamics of influenza infection

DOI10.1007/s11538-011-9664-2zbMath1318.92034OpenAlexW1976829354WikidataQ36394934 ScholiaQ36394934MaRDI QIDQ417320

Yeonok Lee, Hulin Wu

Publication date: 14 May 2012

Published in: Bulletin of Mathematical Biology (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3496759

zbMATH Keywords

global sensitivity analysisvariable selectionordinary differential equation modelvariance decompositionmultivariate adaptive regression splines

Mathematics Subject Classification ID

Medical epidemiology (92C60)

Related Items (1)

A computational approach to nonparametric regression: bootstrapping CMARS method

Uses Software

• R
• DEDiscover
• earth

Cites Work

• Multivariate adaptive regression splines
• A methodology for performing global uncertainty and sensitivity analysis in systems biology
• A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code
• Sensitivity and Uncertainty Analysis of Complex Models of Disease Transmission: An HIV Model, as an Example
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