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Nonparametric estimation of aggregated Sobol’ indices: Application to a depth averaged snow avalanche model
16 references·3 citing·30 second hop
Nonparametric estimation of aggregated Sobol’ indices: Application to a depth averaged snow avalanche model (2021)Nonparametric estimation of aggregated So…A Common Rationale for Global Sensitivity Measures and Their Estimation (2016)A Common Rationale for Global…Sensitivity analysis: A review of recent advances (2015)Sensitivity analysis: A revie…Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes (2015)Metamodel-Based Sensitivity A…A Review on Global Sensitivity Analysis Methods (2015)A Review on Global Sensitivit…Sobol' Indices and Shapley Value (2014)Sobol' Indices and Shapley Va…Global sensitivity measures from given data (2012)Global sensitivity measures f…Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs (2009)Local Polynomial Estimation f…An effective algorithm for computing global sensitivity indices (EASI) (2009)An effective algorithm for co…Calculations of Sobol indices for the Gaussian process metamodel (2008)Calculations of Sobol indices…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Global sensitivity analysis using polynomial chaos expansions (2007)Global sensitivity analysis u…Sensitivity analysis when model outputs are functions (2006)Sensitivity analysis when mod…Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models (2005)Sensitivity Analysis in Pract…Random balance designs for the estimation of first order global sensitivity indices (2005)Random balance designs for th…Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models (2004)Sensitivity Analysis in Pract…A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Reliability-oriented global sensitivity analysis using subset simulation and space partition (2023)Reliability-oriented global s…Global sensitivity analysis with aggregated Shapley effects, application to avalanche hazard assessment (2022)Global sensitivity analysis w…Approach for the structural reliability analysis by the modified sensitivity model based on response surface function - Kriging model (2022)Approach for the structural r…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)Random forests for global sensitivity analysis: A selective review (2020)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)A Survey on High-dimensional Gaussian Process Modeling with Application to Bayesian Optimization (2022)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Making best use of model evaluations to compute sensitivity indices (2002)Sensitivity analysis of spatial models (2008)Ratings and Rankings: Voodoo or Science? (2012)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)STATISTICS FOR SPATIAL DATA (1992)Asymptotic normality and efficiency of two Sobol index estimators (2013)Making sense of global sensitivity analyses (2013)Global sensitivity analysis with dependence measures (2014)Risk, Ambiguity, and the Savage Axioms (1961)The Price of Robustness (2004)Risk assessment and risk management: Review of recent advances on their foundation (2015)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)Distribution-based sensitivity analysis from a generic input-output sample (2018)Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses (2022)Handbook on Constructing Composite Indicators (2005)An effective screening design for sensitivity analysis of large models (2007)Handbook on Constructing Composite Indicators: Methodology and User Guide (2008)Tools for Composite Indicators Building (2005)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)
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References

  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 2007Global sensitivity analysis using polynomial chaos expansions2,547 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 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
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  • 2008Calculations of Sobol indices for the Gaussian process metamodel331 cited
  • 2005Random balance designs for the estimation of first order global sensitivity indices319 cited
  • 2014Sobol' Indices and Shapley Value268 cited
  • 2006Sensitivity analysis when model outputs are functions162 cited
  • 2009An effective algorithm for computing global sensitivity indices (EASI)134 cited
  • 2015Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes126 cited
  • 2009Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs

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125 cited
  • 2016A Common Rationale for Global Sensitivity Measures and Their Estimation119 cited
  • Cited by

    • 2023Reliability-oriented global sensitivity analysis using subset simulation and space partition21 cited
    • 2022Approach for the structural reliability analysis by the modified sensitivity model based on response surface function - Kriging model15 cited
    • 2022Global sensitivity analysis with aggregated Shapley effects, application to avalanche hazard assessment13 cited