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A new computational method of a moment-independent uncertainty importance measure
16 references·16 citing·29 second hopsampled
A new computational method of a moment-independent uncertainty importance measure (2008)A new computational method of a moment-in…Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)Survey of sampling-based meth…Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches (2006)Measuring Uncertainty Importa…A new uncertainty importance measure (2006)A new uncertainty importance …A comparison of uncertainty and sensitivity analysis results obtained with random and Latin hypercube sampling (2004)A comparison of uncertainty a…Sensitivity Analysis for Importance Assessment (2002)Sensitivity Analysis for Impo…Making best use of model evaluations to compute sensitivity indices (2002)Making best use of model eval…An importance quantification technique in uncertainty analysis for computer models (2002)An importance quantification …Sensitivity Anaysis as an Ingredient of Modeling (2000)Sensitivity Anaysis as an Ing…Sensitivity Analysis as an Ingredient of Modeling (2000)Sensitivity Analysis as an In…An uncertainty importance measure using a distance metric for the change in a cumulative distribution function (2000)An uncertainty importance mea…A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Importance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…Treatment of Uncertainty in Performance Assessments for Complex Systems (1994)Treatment of Uncertainty in P…Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal (1993)Uncertainty and sensitivity a…A Robust Measure of Uncertainty Importance for Use in Fault Tree System Analysis (1990)A Robust Measure of Uncertain…On The Quantitative Definition of Risk (1981)On The Quantitative Definitio…A variable and mode sensitivity analysis method for structural system using a novel active learning Kriging model (2020)A variable and mode sensitivi…Tree-based ensemble methods for sensitivity analysis of environmental models: A performance comparison with Sobol and Morris techniques (2018)Tree-based ensemble methods f…Multivariate global sensitivity analysis for dynamic models based on energy distance (2017)Multivariate global sensitivi…Borgonovo moment independent global sensitivity analysis by Gaussian radial basis function meta-model (2017)Borgonovo moment independent …The $f$-Sensitivity Index (2016)The $f$-Sensitivity IndexMoment Independent Sensitivity Analysis: H-PCFE–Based Approach (2016)Moment Independent Sensitivit…A hybrid approach for global sensitivity analysis (2016)A hybrid approach for global …Incorporating deep uncertainty into the elementary effects method for robust global sensitivity analysis (2015)Incorporating deep uncertaint…A new kind of sensitivity index for multivariate output (2015)A new kind of sensitivity ind…A new framework of variance based global sensitivity analysis for models with correlated inputs (2015)A new framework of variance b…Polynomial chaos expansions for uncertainty propagation and moment independent sensitivity analysis of seawater intrusion simulations (2014)Polynomial chaos expansions f…A new method for evaluating Borgonovo moment-independent importance measure with its application in an aircraft structure (2014)A new method for evaluating B…Moment‐Independent Sensitivity Analysis Using Copula (2013)Moment‐Independent Sensitivit…Moment-independent regional sensitivity analysis: Application to an environmental model (2013)Moment-independent regional s…Sampling strategies in density-based sensitivity analysis (2012)Sampling strategies in densit…Monte Carlo simulation for moment-independent sensitivity analysis (2012)Monte Carlo simulation for mo…Factorial Sampling Plans for Preliminary Computational Experiments (1991)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)A simple and efficient method for global sensitivity analysis based on cumulative distribution functions (2015)Variable importance analysis: A comprehensive review (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Design and Analysis of Computer Experiments (1989)Response Surface Methodology (1996)How to avoid a perfunctory sensitivity analysis (2010)A Review on Global Sensitivity Analysis Methods (2015)The generalization of Latin hypercube sampling (2015)Statistics for Experimenters (1979)Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences (1994)“Opening Up” and “Closing Down” (2007)Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices (2019)Empirical Model Building and Response Surfaces (1988)Verification, validation, and predictive capability in computational engineering and physics (2004)Sensitivity Analysis for Chemical Models (2005)Mining meaning from online ratings and reviews: Tourist satisfaction analysis using latent dirichlet allocation (2016)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)Global sensitivity analysis using polynomial chaos expansions (2007)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Uncertainty and Sensitivity Analysis Techniques as Tools for the Quality Assessment of Composite Indicators (2005)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Risk assessment and risk management: Review of recent advances on their foundation (2015)Tools for Composite Indicators Building (2005)Sensitivity analysis practices: Strategies for model-based inference (2006)
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References

  • 1981On The Quantitative Definition of Risk3,099 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 cited
  • 2002Making best use of model evaluations to compute sensitivity indices2,225 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 2002Sensitivity Analysis for Importance Assessment1,303 cited
  • 2006Survey of sampling-based methods for uncertainty and sensitivity analysis1,240 cited
  • 2006A new uncertainty importance measure1,030 cited
  • 1993Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal735 cited
  • 2000Sensitivity Anaysis as an Ingredient of Modeling607 cited
  • 2000Sensitivity Analysis as an Ingredient of Modeling604 cited
  • 1994Treatment of Uncertainty in Performance Assessments for Complex Systems316 cited
  • 2004A comparison of uncertainty and sensitivity analysis results obtained with random and Latin hypercube sampling278 cited
  • 1990A Robust Measure of Uncertainty Importance for Use in Fault Tree System Analysis264 cited
  • 2006Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches258 cited
  • 2002

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An importance quantification technique in uncertainty analysis for computer models
251 cited
  • 2000An uncertainty importance measure using a distance metric for the change in a cumulative distribution function195 cited
  • Cited by

    • 2012Monte Carlo simulation for moment-independent sensitivity analysis120 cited
    • 2014Polynomial chaos expansions for uncertainty propagation and moment independent sensitivity analysis of seawater intrusion simulations115 cited
    • 2018Tree-based ensemble methods for sensitivity analysis of environmental models: A performance comparison with Sobol and Morris techniques91 cited
    • 2012Sampling strategies in density-based sensitivity analysis66 cited
    • 2014A new method for evaluating Borgonovo moment-independent importance measure with its application in an aircraft structure49 cited
    • 2020A variable and mode sensitivity analysis method for structural system using a novel active learning Kriging model49 cited
    • 2017Borgonovo moment independent global sensitivity analysis by Gaussian radial basis function meta-model47 cited
    • 2016A hybrid approach for global sensitivity analysis43 cited
    • 2013Moment‐Independent Sensitivity Analysis Using Copula42 cited
    • 2015Incorporating deep uncertainty into the elementary effects method for robust global sensitivity analysis42 cited
    • 2017Multivariate global sensitivity analysis for dynamic models based on energy distance38 cited
    • 2015A new framework of variance based global sensitivity analysis for models with correlated inputs35 cited
    • 2015A new kind of sensitivity index for multivariate output35 cited
    • 2016The $f$-Sensitivity Index33 cited
    • 2016Moment Independent Sensitivity Analysis: H-PCFE–Based Approach31 cited
    • 2013Moment-independent regional sensitivity analysis: Application to an environmental model31 cited