January 10, 2017Open Access

SALib: An open-source Python library for Sensitivity Analysis

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SALib contains Python implementations of commonly used global sensitivity analysis methods, including Sobol (Sobol’ 2001, Andrea Saltelli (2002), Andrea Saltelli et al. (2010)), Morris (Morris 1991 ...

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Herman et al. (Tue,) studied this question.

synapsesocial.com/papers/69dc8bea89c4deb67d359167 https://doi.org/https://doi.org/10.21105/joss.00097

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1Derivative based global sensitivity measures and their link with global sensitivity indices2009 · 433 citations
2Factorial Sampling Plans for Preliminary Computational Experiments1991 · 2,656 citations
3Global Sensitivity Analysis. The Primer2007 · 6,242 citations
4Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory1973 · 1,035 citations
5Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates2001 · 6,070 citations

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