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A review of foundational methods for checking the structural identifiability of models: Results for rainfall-runoff

Shin, Mun-Ju; Guillaume, Joseph; Croke, Barry; Jakeman, Anthony

Description

Checking for model identifiability has several advantages as outlined in the paper. We illustrate the use of several screening methods for assessing structural identifiability that should serve as a valuable precursor to model redesign and more sophisticated uncertainty analyses. These are: global evolutionary optimisation algorithms (EAs) that are being used increasingly to estimate parameters of models because of their flexibility; one and two-dimensional discrete model response plots with...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
URI: http://hdl.handle.net/1885/75901
Source: Journal of Hydrology
DOI: 10.1016/j.jhydrol.2014.11.040

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