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A comparison of uncertainty and sensitivity analysis results obtained with random and Latin hypercube sampling
16 references·16 citing·20 second hopsampled
A comparison of uncertainty and sensitivity analysis results obtained with random and Latin hypercube sampling (2004)A comparison of uncertainty and sensitivi…Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Latin hypercube sampling and …Identification and Review of Sensitivity Analysis Methods (2002)Identification and Review of …A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…General foundations of high‐dimensional model representations (1999)General foundations of high‐d…A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Response Surface Methodology (1996)Response Surface MethodologyImportance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…Exploratory designs for computational experiments (1995)Exploratory designs for compu…A review of techniques for parameter sensitivity analysis of environmental models (1994)A review of techniques for pa…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…A distribution-free approach to inducing rank correlation among input variables (1982)A distribution-free approach …On The Quantitative Definition of Risk (1981)On The Quantitative Definitio…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods…Structural reliability under combined random load sequences (1978)Structural reliability under …Exact and Invariant Second-Moment Code Format (1974)Exact and Invariant Second-Mo…Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory (1973)Study of the sensitivity of c…Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)Review of statistical model c…Quasi-Monte Carlo based uncertainty analysis: Sampling efficiency and error estimation in engineering applications (2019)Quasi-Monte Carlo based uncer…Efficiency enhancement of optimized Latin hypercube sampling strategies: Application to Monte Carlo uncertainty analysis and meta-modeling (2014)Efficiency enhancement of opt…Understanding and comparisons of different sampling approaches for the Fourier Amplitudes Sensitivity Test (FAST) (2010)Understanding and comparisons…Comparison of sensitivity analysis techniques: A case study with the rice model WARM (2010)Comparison of sensitivity ana…A New Importance Measure for Sensitivity Analysis (2010)A New Importance Measure for …Moment independent and variance‐based sensitivity analysis with correlations: An application to the stability of a chemical reactor (2008)Moment independent and varian…A new computational method of a moment-independent uncertainty importance measure (2008)A new computational method of…Uncertainty and sensitivity analysis for models with correlated parameters (2007)Uncertainty and sensitivity a…Multiple predictor smoothing methods for sensitivity analysis: Example results (2007)Multiple predictor smoothing …Multiple predictor smoothing methods for sensitivity analysis: Description of techniques (2007)Multiple predictor smoothing …Extension of Latin hypercube samples with correlated variables (2007)Extension of Latin hypercube …Extending a global sensitivity analysis technique to models with correlated parameters (2007)Extending a global sensitivit…Application of Stochastic Finite Element Methods to Study the Sensitivity of ECG Forward Modeling to Organ Conductivity (2007)Application of Stochastic Fin…A general first-order global sensitivity analysis method (2007)A general first-order global …Sensitivity in risk analyses with uncertain numbers. (2006)Sensitivity in risk analyses …Statistics for Experimenters (1979)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)Empirical Model Building and Response Surfaces (1988)A new uncertainty importance measure (2006)A Review on Global Sensitivity Analysis Methods (2015)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Global sensitivity analysis using polynomial chaos expansions (2007)Narrow Reliability Bounds for Structural Systems (1979)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)Structural Reliability Methods (1996)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)Risk assessment and risk management: Review of recent advances on their foundation (2015)Response Surfaces: Designs and Analyses (1997)Response surface methodology (2010)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1996Response Surface Methodology3,819 cited
  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 1974Exact and Invariant Second-Moment Code Format3,138 cited
  • 1981On The Quantitative Definition of Risk3,099 cited
  • 2003Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems2,707 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 cited
  • 1978Structural reliability under combined random load sequences2,229 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 1994A review of techniques for parameter sensitivity analysis of environmental models1,964 cited
  • 1982A distribution-free approach to inducing rank correlation among input variables1,625 cited
  • 1995Exploratory designs for computational experiments1,202 cited
  • 1973Study of the sensitivity of coupled reaction systems to uncertainties in rate coefficients. I Theory1,041 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2002Identification and Review of Sensitivity Analysis Methods1,035 cited
  • 1999General foundations of high‐dimensional model representations905 cited
  • Cited by

    • 2007Uncertainty and sensitivity analysis for models with correlated parameters271 cited
    • 2010Comparison of sensitivity analysis techniques: A case study with the rice model WARM238 cited
    • 2007Multiple predictor smoothing methods for sensitivity analysis: Description of techniques173 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
    • 2007Extending a global sensitivity analysis technique to models with correlated parameters129 cited
    • 2007Extension of Latin hypercube samples with correlated variables113 cited
    • 2019Review of statistical model calibration and validation—from the perspective of uncertainty structures99 cited
    • 2019Quasi-Monte Carlo based uncertainty analysis: Sampling efficiency and error estimation in engineering applications94 cited
    • 2014Efficiency enhancement of optimized Latin hypercube sampling strategies: Application to Monte Carlo uncertainty analysis and meta-modeling93 cited
    • 2010A New Importance Measure for Sensitivity Analysis88 cited
    • 2007A general first-order global sensitivity analysis method87 cited
    • 2008Moment independent and variance‐based sensitivity analysis with correlations: An application to the stability of a chemical reactor63 cited
    • 2007Multiple predictor smoothing methods for sensitivity analysis: Example results60 cited
    • 2007Application of Stochastic Finite Element Methods to Study the Sensitivity of ECG Forward Modeling to Organ Conductivity60 cited
    • 2006Sensitivity in risk analyses with uncertain numbers.60 cited