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Winding Stairs: A sampling tool to compute sensitivity indices
10 references·8 citing·30 second hop
Winding Stairs: A sampling tool to compute sensitivity indices (2000)Winding Stairs: A sampling tool to comput…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…Analysis of variance designs for model output (1999)Analysis of variance designs …A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…An alternative way to compute Fourier amplitude sensitivity test (FAST) (1998)An alternative way to compute…Sensitivity measures,anova-like Techniques and the use of bootstrap (1997)Sensitivity measures,anova-li…Nonparametric variance-based methods of assessing uncertainty importance (1997)Nonparametric variance-based …Importance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…About the use of rank transformation in sensitivity analysis of model output (1995)About the use of rank transfo…Monte Carlo Estimation of Uncertainty Contributions from Several Independent Multivariate Sources (1994)Monte Carlo Estimation of Unc…Factorial Sampling Plans for Preliminary Computational Experiments (1991)Factorial Sampling Plans for …Screening: From tornado diagrams to effective dimensions (2022)Screening: From tornado diagr…Global reliability sensitivity analysis by Sobol-based dynamic adaptive kriging importance sampling (2020)Global reliability sensitivit…Uncertainty quantification: a minimum variance unbiased (joint) estimator of the non-normalized Sobol’ indices (2018)Uncertainty quantification: a…Uncertainty and sensitivity analysis of porous materials acoustic behavior (2018)Uncertainty and sensitivity a…Variance decompositions of nonlinear-dynamic stochastic systems (2009)Variance decompositions of no…Screening important inputs in models with strong interaction properties (2008)Screening important inputs in…Sample-based estimation of correlation ratio with polynomial approximation (2007)Sample-based estimation of co…Relative Entropy Based Method for Global and Regional Sensitivity Analysis in Probabilistic Design (2004)Relative Entropy Based Method…Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Latin Hypercube Sampling and the Propagation of Uncertainty in Analyses of Complex Systems (2002)A new derivative based importance criterion for groups of variables and its link with the global sensitivity indices (2010)Comparison of two sets of Monte Carlo estimators of Sobol’ indices (2021)Statistics for Experimenters (1979)Design and Analysis of Computer Experiments (1989)Random balance designs for the estimation of first order global sensitivity indices (2005)Convergence and uncertainty analyses in Monte-Carlo based sensitivity analysis (2010)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)From screening to quantitative sensitivity analysis. A unified approach (2011)Variable importance analysis: A comprehensive review (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory (1973)Illustration of Sampling‐Based Methods for Uncertainty and Sensitivity Analysis (2002)What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in E arth and E nvironmental systems models (2015)Sensitivity analysis of model output (1997)Survey of sampling-based methods for uncertainty and sensitivity analysis. (2006)An adaptive sampling method for global sensitivity analysis based on least-squares support vector regression (2018)THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS (1946)On the Experimental Attainment of Optimum Conditions (1951)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Handbook on Constructing Composite Indicators (2005)An effective screening design for sensitivity analysis of large models (2007)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)A review of techniques for parameter sensitivity analysis of environmental models (1994)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Efficient input—output model representations (1999)Theorems and examples on high dimensional model representation (2003)Global sensitivity analysis using polynomial chaos expansions (2007)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 1991Factorial Sampling Plans for Preliminary Computational Experiments4,936 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 1999Analysis of variance designs for model output648 cited
  • 1997Sensitivity measures,anova-like Techniques and the use of bootstrap546 cited
  • 1998An alternative way to compute Fourier amplitude sensitivity test (FAST)368 cited
  • 1995About the use of rank transformation in sensitivity analysis of model output340 cited
  • 1994Monte Carlo Estimation of Uncertainty Contributions from Several Independent Multivariate Sources137 cited
  • 1997Nonparametric variance-based methods of assessing uncertainty importance85 cited

Cited by

  • 2020Global reliability sensitivity analysis by Sobol-based dynamic adaptive kriging importance sampling41 cited
  • 2008Screening important inputs in models with strong interaction properties40 cited
  • 2007Sample-based estimation of correlation ratio with polynomial approximation38 cited
  • 2004Relative Entropy Based Method for Global and Regional Sensitivity Analysis in Probabilistic Design

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24 cited
  • 2022Screening: From tornado diagrams to effective dimensions21 cited
  • 2018Uncertainty and sensitivity analysis of porous materials acoustic behavior18 cited
  • 2018Uncertainty quantification: a minimum variance unbiased (joint) estimator of the non-normalized Sobol’ indices18 cited
  • 2009Variance decompositions of nonlinear-dynamic stochastic systems11 cited