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• W1969031128 abstract "Sensitivity analysis is a crucial tool in the development and evaluation of complex mathematical models. Sobol's method is a variance-based global sensitivity analysis technique that has been applied to computational models to assess the relative importance of input parameters on the output. This paper introduces new notation that describes the Sobol indices in terms of the Pearson correlation of outputs from pairs of runs, and introduces correction terms to remove some of the spurious correlation. A variety of estimation techniques are compared for accuracy and precision using the G function as a test case." @default.
• W1969031128 created "2016-06-24" @default.
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• W1969031128 date "2012-11-01" @default.
• W1969031128 modified "2023-10-18" @default.
• W1969031128 title "Estimating Sobol sensitivity indices using correlations" @default.
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• W1969031128 doi "https://doi.org/10.1016/j.envsoft.2012.03.014" @default.
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