Model's output variance can increase when input variance decreases: a sensitivity analysis paradox?

By PERNOT Pascal, Désenfant Michèle, and Hennebelle François
17th International Congress of Metrology (2015)

  • Pascal PERNOT

    CNRS

    France

Created

May 2, 2017

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May 3, 2017

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R

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Codes to reproduce the results of the paper: "Model's output variance can increase when input variance decreases: a sensitivity analysis paradox?" by P. Pernot, M. Désenfant and F. Hennebelle, 17th International Congress of Metrology, B. Larquier, Ed., EDP Sciences, 2015 run compute.R run paperFigs.R run Ex_Ishigami.Rmd The code example in the appendix of the paper is in codeAppendix.R The runs might take a while...

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