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Importance measure analysis with epistemic uncertainty and its moving least squares solution
16 references·2 citing·38 second hop
Importance measure analysis with epistemic uncertainty and its moving least squares solution (2013)Importance measure analysis with epistemi…Aleatory or epistemic? Does it matter? (2008)Aleatory or epistemic? Does i…Sensitivity Analysis with Mixture of Epistemic and Aleatory Uncertainties (2007)Sensitivity Analysis with Mix…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…Estimating the approximation error when fixing unessential factors in global sensitivity analysis (2006)Estimating the approximation …Alternative representations of epistemic uncertainty (2004)Alternative representations o…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 approximate epistemic uncertainty analysis approach in the presence of epistemic and aleatory uncertainties (2002)An approximate epistemic unce…Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…An uncertainty importance measure using a distance metric for the change in a cumulative distribution function (2000)An uncertainty importance mea…Uncertainty-Based Information: Elements of Generalized Information Theory (1998)Uncertainty-Based Information…Importance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…A Robust Measure of Uncertainty Importance for Use in Fault Tree System Analysis (1990)A Robust Measure of Uncertain…A fast and efficient response surface approach for structural reliability problems (1990)A fast and efficient response…A mathematical theory of evidence (1977)A mathematical theory of evid…An efficient method for predictive-failure-probability-based global sensitivity analysis (2022)An efficient method for predi…Reliability-oriented sensitivity analysis under probabilistic model uncertainty – Application to aerospace systems (2018)Reliability-oriented sensitiv…Sensitivity Analysis in Practice (2002)Estimation of global sensitivity indices for models with dependent variables (2011)Sobol' Indices and Shapley Value (2014)A guide to uncertainty quantification and sensitivity analysis for cardiovascular applications (2015)Design and Analysis of Computer Experiments (1989)Response Surface Methodology (1996)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)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)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A new uncertainty importance measure (2006)“Opening Up” and “Closing Down” (2007)Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices (2019)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Global sensitivity analysis using polynomial chaos expansions (2007)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)The Logic of Scientific Discovery. (1960)Structural Reliability Methods (1996)Logic of Scientific Discovery, The (2010)Reliability-based design optimization using kriging surrogates and subset simulation (2011)Imprecise probabilities in engineering analyses (2013)Variable importance analysis: A comprehensive review (2015)Risks and decisions for conservation and environmental management (2005)Conjunctive and disjunctive combination of belief functions induced by nondistinct bodies of evidence (2007)Deng entropy (2016)A new look at the response surface approach for reliability analysis (1993)Moment methods for structural reliability (2001)Application of kriging method to structural reliability problems (2004)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)SALib: An open-source Python library for Sensitivity Analysis (2017)k-order additive discrete fuzzy measures and their representation (1997)A new distance between two bodies of evidence (2001)A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing (2011)
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References

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  • 2000An uncertainty importance measure using a distance metric for the change in a cumulative distribution function195 cited

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2002
An approximate epistemic uncertainty analysis approach in the presence of epistemic and aleatory uncertainties
180 cited
  • 2007Sensitivity Analysis with Mixture of Epistemic and Aleatory Uncertainties129 cited
  • Cited by

    • 2022An efficient method for predictive-failure-probability-based global sensitivity analysis8 cited
    • 2018Reliability-oriented sensitivity analysis under probabilistic model uncertainty – Application to aerospace systems8 cited