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An introduction to sensitivity assessment of simulation models
11 references·16 citing·23 second hop
An introduction to sensitivity assessment of simulation models (2015)An introduction to sensitivity assessment…Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion (2012)Data-driven uncertainty quant…Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Variance based sensitivity an…Polynomial chaos expansion for sensitivity analysis (2008)Polynomial chaos expansion fo…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …An effective screening design for sensitivity analysis of large models (2007)An effective screening design…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…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Factorial Sampling Plans for Preliminary Computational Experiments (1991)Factorial Sampling Plans for …Assessing input parameter hyperspace and parameter identifiability in a cardiovascular system model via sensitivity analysis (2024)Assessing input parameter hyp…Global Sensitivity Analysis of Quantiles: New Importance Measure Based on Superquantiles and Subquantiles (2021)Global Sensitivity Analysis o…Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy (2020)Variance-based sensitivity an…Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach (2020)Socio-technical scales in soc…A GIS-Based Approach for Spatially-Explicit Sustainable Development Assessments in East Azerbaijan Province, Iran (2020)A GIS-Based Approach for Spat…‘One Size Does Not Fit All’: A Roadmap of Purpose-Driven Mixed-Method Pathways for Sensitivity Analysis of Agent-Based Models (2020)‘One Size Does Not Fit All’: …What has Global Sensitivity Analysis ever done for us? A systematic review to support scientific advancement and to inform policy-making in earth system modelling (2019)What has Global Sensitivity A…Robust combination of the Morris and Sobol methods in complex multidimensional models (2019)Robust combination of the Mor…Certain trends in uncertainty and sensitivity analysis: An overview of software tools and techniques (2019)Certain trends in uncertainty…Distribution-based sensitivity analysis from a generic input-output sample (2018)Distribution-based sensitivit…Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions (2017)Review of literature on decis…Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses (2017)Multi-criteria risk evaluatio…An overview of the system dynamics process for integrated modelling of socio-ecological systems: Lessons on good modelling practice from five case studies (2017)An overview of the system dyn…Addressing factors fixing setting from given data: A comparison of different methods (2016)Addressing factors fixing set…Non-parametric methods for global sensitivity analysis of model output with dependent inputs (2015)Non-parametric methods for gl…A modified Sobol′ sensitivity analysis method for decision-making in environmental problems (2015)A modified Sobol′ sensitivity…Design and Analysis of Computer Experiments (1989)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)How to avoid a perfunctory sensitivity analysis (2010)Stochastic Finite Elements: A Spectral Approach (1991)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Stochastic analysis of the fracture toughness of polymeric nanoparticle composites using polynomial chaos expansions (2017)Sensitivity and uncertainty analysis for flexoelectric nanostructures (2018)Importance measures in global sensitivity analysis of nonlinear models (1996)A new uncertainty importance measure (2006)Bayesian analysis of computer code outputs: A tutorial (2006)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)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)SALib: An open-source Python library for Sensitivity Analysis (2017)Handbook on Constructing Composite Indicators (2005)Handbook on Constructing Composite Indicators: Methodology and User Guide (2008)Polynomial chaos expansions for uncertainty propagation and moment independent sensitivity analysis of seawater intrusion simulations (2014)Review of Polynomial Chaos-Based Methods for Uncertainty Quantification in Modern Integrated Circuits (2018)Reliability analysis with stratified importance sampling based on adaptive Kriging (2020)Tools for Composite Indicators Building (2005)Global sensitivity analysis using polynomial chaos expansions (2007)
this work references cited by second hop

References

  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 1991Factorial Sampling Plans for Preliminary Computational Experiments4,936 cited
  • 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index3,567 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 cited
  • 2007An effective screening design for sensitivity analysis of large models2,024 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
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 2008Polynomial chaos expansion for sensitivity analysis747 cited
  • 2012Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion451 cited
  • 2005Random balance designs for the estimation of first order global sensitivity indices319 cited

Cited by

  • 2017An overview of the system dynamics process for integrated modelling of socio-ecological systems: Lessons on good modelling practice from five case studies250 cited
  • 2018Distribution-based sensitivity analysis from a generic input-output sample162 cited
  • 2017Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions

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138 cited
  • 2017Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses118 cited
  • 2015Non-parametric methods for global sensitivity analysis of model output with dependent inputs116 cited
  • 2019Certain trends in uncertainty and sensitivity analysis: An overview of software tools and techniques114 cited
  • 2019What has Global Sensitivity Analysis ever done for us? A systematic review to support scientific advancement and to inform policy-making in earth system modelling110 cited
  • 2020Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach88 cited
  • 2020‘One Size Does Not Fit All’: A Roadmap of Purpose-Driven Mixed-Method Pathways for Sensitivity Analysis of Agent-Based Models72 cited
  • 2020Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy56 cited
  • 2015A modified Sobol′ sensitivity analysis method for decision-making in environmental problems48 cited
  • 2019Robust combination of the Morris and Sobol methods in complex multidimensional models36 cited
  • 2020A GIS-Based Approach for Spatially-Explicit Sustainable Development Assessments in East Azerbaijan Province, Iran29 cited
  • 2016Addressing factors fixing setting from given data: A comparison of different methods22 cited
  • 2021Global Sensitivity Analysis of Quantiles: New Importance Measure Based on Superquantiles and Subquantiles16 cited
  • 2024Assessing input parameter hyperspace and parameter identifiability in a cardiovascular system model via sensitivity analysis13 cited