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Kenneth Brian Newman

University of Edinburgh

Old College

South Bridge

Edinburgh, EH8 9JY

United Kingdom

  • University of Edinburgh

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Scholarly Papers (1)

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1 Global sensitivity analysis workflows and rankings: a practical comparison for researchers

Number of pages: 86 Posted: 12 Dec 2025
Kenneth Brian Newman, SHAINI NAHA, Leah Amber Jackson-Blake, Cairistiona Topp, Miriam Glendell and Adam Butler
University of Edinburgh, The James Hutton Institute, Norwegian Institute for Water Research, affiliation not provided to SSRN, The James Hutton Institute and Biomathematics and Statistics Scotland
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Abstract:

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First order and total sensitivity, Morris elementary effects, random forests, regression trees, Sobol' sensitivities, uncertainty analysis, variogram