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Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches
16 references·16 citing·26 second hopsampled
Measuring Uncertainty Importance: Investigation and Comparison of Alternative Approaches (2006)Measuring Uncertainty Importance: Investi…A new uncertainty importance measure (2006)A new uncertainty importance …Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models (2005)Sensitivity Analysis in Pract…Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models (2004)Sensitivity Analysis in Pract…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…Theorems and examples on high dimensional model representation (2003)Theorems and examples on high…Sensitivity Analysis for Importance Assessment (2002)Sensitivity Analysis for Impo…Identification and Review of Sensitivity Analysis Methods (2002)Identification and Review of …Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…Sensitivity Analysis as an Ingredient of Modeling (2000)Sensitivity Analysis as an In…General foundations of high‐dimensional model representations (1999)General foundations of high‐d…Efficient input—output model representations (1999)Efficient input—output model …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…Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal (1993)Uncertainty and sensitivity a…Factorial Sampling Plans for Preliminary Computational Experiments (1991)Factorial Sampling Plans for …Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory (1973)Study of the sensitivity of c…Global sensitivity analysis of reliability of structural bridge system (2019)Global sensitivity analysis o…A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies (2019)A review of artificial intell…Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model (2018)Reliability and reliability-b…Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects (2017)Current research trends and a…Sensitivity to Energy Technology Costs: A Multi-Model Comparison Analysis (2016)Sensitivity to Energy Technol…A Common Rationale for Global Sensitivity Measures and Their Estimation (2016)A Common Rationale for Global…Non-parametric methods for global sensitivity analysis of model output with dependent inputs (2015)Non-parametric methods for gl…Sensitivity Analysis of Environmental Models: A Systematic Review with Practical Workflow (2014)Sensitivity Analysis of Envir…Uncertainty in Climate Change Modeling: Can Global Sensitivity Analysis Be of Help? (2013)Uncertainty in Climate Change…An application of the Kriging method in global sensitivity analysis with parameter uncertainty (2013)An application of the Kriging…Model emulation and moment-independent sensitivity analysis: An application to environmental modelling (2011)Model emulation and moment-in…Global sensitivity analysis using sparse grid interpolation and polynomial chaos (2011)Global sensitivity analysis u…Understanding and comparisons of different sampling approaches for the Fourier Amplitudes Sensitivity Test (FAST) (2010)Understanding and comparisons…Moment Independent Importance Measures: New Results and Analytical Test Cases (2010)Moment Independent Importance…A new computational method of a moment-independent uncertainty importance measure (2008)A new computational method of…A general first-order global sensitivity analysis method (2007)A general first-order global …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)Design and Analysis of Computer Experiments (1989)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)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)Rank Correlation Methods. (1957)Statistical principles in experimental design. (1962)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Sensitivity analysis practices: Strategies for model-based inference (2006)Variable importance analysis: A comprehensive review (2015)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: Methodology and User Guide (2008)Bayesian analysis of computer code outputs: A tutorial (2006)How to avoid a perfunctory sensitivity analysis (2010)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)SALib: An open-source Python library for Sensitivity Analysis (2017)Model-based design of experiments for parameter precision: State of the art (2007)Tools for Composite Indicators Building (2005)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Global sensitivity analysis using polynomial chaos expansions (2007)
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References

  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 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
  • 2005Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models1,843 cited
  • 2004Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models1,797 cited
  • 2002Sensitivity Analysis for Importance Assessment1,303 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 1973Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory1,041 cited
  • 2002Identification and Review of Sensitivity Analysis Methods1,035 cited
  • 2006A new uncertainty importance measure1,030 cited
  • 1999General foundations of high‐dimensional model representations905 cited
  • 1993Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal735 cited
  • 2000Sensitivity Analysis as an Ingredient of Modeling604 cited

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1999
Efficient input—output model representations
462 cited
  • 2003Theorems and examples on high dimensional model representation450 cited
  • Cited by

    • 2010Moment Independent Importance Measures: New Results and Analytical Test Cases176 cited
    • 2019A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies172 cited
    • 2017Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects162 cited
    • 2011Model emulation and moment-independent sensitivity analysis: An application to environmental modelling159 cited
    • 2008A new computational method of a moment-independent uncertainty importance measure137 cited
    • 2010Understanding and comparisons of different sampling approaches for the Fourier Amplitudes Sensitivity Test (FAST)134 cited
    • 2016A Common Rationale for Global Sensitivity Measures and Their Estimation119 cited
    • 2015Non-parametric methods for global sensitivity analysis of model output with dependent inputs116 cited
    • 2016Sensitivity to Energy Technology Costs: A Multi-Model Comparison Analysis114 cited
    • 2013Uncertainty in Climate Change Modeling: Can Global Sensitivity Analysis Be of Help?105 cited
    • 2013An application of the Kriging method in global sensitivity analysis with parameter uncertainty103 cited
    • 2007A general first-order global sensitivity analysis method87 cited
    • 2014Sensitivity Analysis of Environmental Models: A Systematic Review with Practical Workflow85 cited
    • 2018Reliability and reliability-based importance analysis of structural systems using multiple response Gaussian process model85 cited
    • 2019Global sensitivity analysis of reliability of structural bridge system85 cited
    • 2011Global sensitivity analysis using sparse grid interpolation and polynomial chaos81 cited