Characterising model dynamics using sparse grid interpolation: Parameter estimation of cholera

DOI10.1080/17513758.2018.1508761zbMath1447.92473OpenAlexW2885638365WikidataQ90972558 ScholiaQ90972558MaRDI QIDQ3300959

Nan Kong, Aditya Sai

Publication date: 31 July 2020

Published in: Journal of Biological Dynamics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/17513758.2018.1508761

zbMATH Keywords

parameter estimationepidemiologysurrogate modellingsparse grid interpolation

Mathematics Subject Classification ID

Epidemiology (92D30) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Uses Software

• Spinterp
• fminsearch
• Sparse Grid Interpolation

Cites Work

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• Bayesian Methods in Epidemiology
• An evolutionary computing approach for parameter estimation investigation of a model for cholera
• Algorithm 847
• Stochastic global optimization methods part I: Clustering methods
• Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions
• Sparse grids
• A Simplex Method for Function Minimization