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An effective approximation for variance-based global sensitivity analysis
16 references·16 citing·28 second hopsampled
An effective approximation for variance-based global sensitivity analysis (2013)An effective approximation for variance-b…Structural reliability analysis based on the concepts of entropy, fractional moment and dimensional reduction method (2013)Structural reliability analys…Efficient computation of global sensitivity indices using sparse polynomial chaos expansions (2010)Efficient computation of glob…Sensitivity analysis in optimization and reliability problems (2008)Sensitivity analysis in optim…Global Sensitivity Analysis (2008)Global Sensitivity AnalysisGlobal Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Random balance designs for the estimation of first order global sensitivity indices (2005)Random balance designs for th…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…A generalized dimension‐reduction method for multidimensional integration in stochastic mechanics (2004)A generalized dimension‐reduc…Theorems and examples on high dimensional model representation (2003)Theorems and examples on high…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 …Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…General foundations of high‐dimensional model representations (1999)General foundations of high‐d…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…Efficient global sensitivity analysis for high-dimensional outputs combining data-driven probability models and dimensionality reduction (2022)Efficient global sensitivity …An effective Kriging-based approximation for structural reliability analysis with random and interval variables (2021)An effective Kriging-based ap…An analytical framework for local and global system kinematic reliability sensitivity of robotic manipulators (2021)An analytical framework for l…Uncertain Frequency Responses of Clamp-Pipeline Systems Using an Interval-Based Method (2020)Uncertain Frequency Responses…Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)Review of statistical model c…Global sensitivity analysis using orthogonal augmented radial basis function (2019)Global sensitivity analysis u…Natural frequency analysis of functionally graded material beams with axially varying stochastic properties (2018)Natural frequency analysis of…An effective approach for kinematic reliability analysis of steering mechanisms (2018)An effective approach for kin…Time-dependent reliability sensitivity analysis of motion mechanisms (2016)Time-dependent reliability se…Global sensitivity analysis using low-rank tensor approximations (2016)Global sensitivity analysis u…Global sensitivity analysis using a Gaussian Radial Basis Function metamodel (2016)Global sensitivity analysis u…An efficient modularized sample-based method to estimate the first-order Sobol׳ index (2016)An efficient modularized samp…Relative contributions of aleatory and epistemic uncertainty sources in time series prediction (2015)Relative contributions of ale…Global sensitivity analysis of a CNC machine tool: application of MDRM (2015)Global sensitivity analysis o…Efficient method for probabilistic finite element analysis with application to reinforced concrete slabs (2015)Efficient method for probabil…Computationally Efficient Reliability Analysis of Mechanisms Based on a Multiplicative Dimensional Reduction Method (2013)Computationally Efficient Rel…Sensitivity measures,anova-like Techniques and the use of bootstrap (1997)Efficient input—output model representations (1999)Estimating the approximation error when fixing unessential factors in global sensitivity analysis (2006)Sensitivity analysis for volcanic source modeling quality assessment and model selection (2012)Statistics for Experimenters (1979)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)Factorial Sampling Plans for Preliminary Computational Experiments (1991)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)Stochastic Finite Elements: A Spectral Approach (1991)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)UQLab: A Framework for Uncertainty Quantification in Matlab (2014)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A comparative study of uncertainty propagation methods for black-box-type problems (2008)A survey on approaches for reliability-based optimization (2010)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)SALib: An open-source Python library for Sensitivity Analysis (2017)A new uncertainty importance measure (2006)Bayesian analysis of computer code outputs: A tutorial (2006)How to avoid a perfunctory sensitivity analysis (2010)Rickety numbers: Volatility of university rankings and policy implications (2010)Global Sensitivity Analysis of environmental models: Convergence and validation (2016)Guidance on Communication of Uncertainty in Scientific Assessments (2019)Sensitivity Analysis for Chemical Models (2005)
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References

  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 2002Making best use of model evaluations to compute sensitivity indices2,225 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 1999General foundations of high‐dimensional model representations905 cited
  • 2003Theorems and examples on high dimensional model representation450 cited
  • 2004A generalized dimension‐reduction method for multidimensional integration in stochastic mechanics441 cited
  • 2008Global Sensitivity Analysis415 cited
  • 2010Efficient computation of global sensitivity indices using sparse polynomial chaos expansions383 cited
  • 1995About the use of rank transformation in sensitivity analysis of model output340 cited
  • 2005Random balance designs for the estimation of first order global sensitivity indices319 cited
  • 2013Structural reliability analysis based on the concepts of entropy, fractional moment and dimensional reduction method309 cited

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2002
An importance quantification technique in uncertainty analysis for computer models
251 cited
  • 2008Sensitivity analysis in optimization and reliability problems145 cited
  • Cited by

    • 2016An efficient modularized sample-based method to estimate the first-order Sobol׳ index105 cited
    • 2019Review of statistical model calibration and validation—from the perspective of uncertainty structures99 cited
    • 2016Global sensitivity analysis using low-rank tensor approximations95 cited
    • 2016Global sensitivity analysis using a Gaussian Radial Basis Function metamodel59 cited
    • 2013Computationally Efficient Reliability Analysis of Mechanisms Based on a Multiplicative Dimensional Reduction Method56 cited
    • 2016Time-dependent reliability sensitivity analysis of motion mechanisms56 cited
    • 2018An effective approach for kinematic reliability analysis of steering mechanisms50 cited
    • 2015Relative contributions of aleatory and epistemic uncertainty sources in time series prediction46 cited
    • 2022Efficient global sensitivity analysis for high-dimensional outputs combining data-driven probability models and dimensionality reduction42 cited
    • 2015Efficient method for probabilistic finite element analysis with application to reinforced concrete slabs42 cited
    • 2020Uncertain Frequency Responses of Clamp-Pipeline Systems Using an Interval-Based Method38 cited
    • 2019Global sensitivity analysis using orthogonal augmented radial basis function35 cited
    • 2015Global sensitivity analysis of a CNC machine tool: application of MDRM35 cited
    • 2021An analytical framework for local and global system kinematic reliability sensitivity of robotic manipulators28 cited
    • 2021An effective Kriging-based approximation for structural reliability analysis with random and interval variables27 cited
    • 2018Natural frequency analysis of functionally graded material beams with axially varying stochastic properties26 cited