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Uncertainty and sensitivity analysis for long-running computer codes : a critical review
16 references·0 citing·31 second hop
Uncertainty and sensitivity analysis for long-running computer codes : a critical review (2010)Uncertainty and sensitivity analysis for …Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)Survey of sampling-based meth…Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)Probabilistic Sensitivity Ana…Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Latin hypercube sampling and …Sensitivity Analysis for Importance Assessment (2002)Sensitivity Analysis for Impo…On Latin hypercube sampling for structural reliability analysis (2002)On Latin hypercube sampling f…Making best use of model evaluations to compute sensitivity indices (2002)Making best use of model eval…Sensitivity Analysis as an Ingredient of Modeling (2000)Sensitivity Analysis as an In…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…A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Structural Reliability Methods (1996)Structural Reliability MethodsResponse Surface Methodology (1996)Response Surface MethodologyA review of techniques for parameter sensitivity analysis of environmental models (1994)A review of techniques for pa…Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal (1993)Uncertainty and sensitivity a…STATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATADesign and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Statistics for experimenters. An introduction to design, data analysis, and model building. (1978)Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Sensitivity Analysis for Chemical Models (2005)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Design of Experiments (1936)On a Measure of the Information Provided by an Experiment (1956)Minimax and maximin distance designs (1990)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Statistics for Experimenters (1979)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Handbook on Constructing Composite Indicators (2005)Global sensitivity analysis using polynomial chaos expansions (2007)Random Balance Experimentation (1959)The Application of Random Balance Designs (1959)The art of simulation (1964)Probability Concepts in Engineering Planning and Design (1975)Structural reliability under combined random load sequences (1978)Aleatory or epistemic? Does it matter? (2008)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Empirical Model Building and Response Surfaces (1988)A Review on Global Sensitivity Analysis Methods (2015)Sensitivity analysis: A review of recent advances (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)Local Indicators of Spatial Association—LISA (1995)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Response Surfaces: Designs and Analyses (1997)Response surface methodology (2010)
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References

  • 1992STATISTICS FOR SPATIAL DATA9,190 cited
  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,270 cited
  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 1996Response Surface Methodology3,837 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
  • 2002Making best use of model evaluations to compute sensitivity indices2,225 cited
  • 1996Structural Reliability Methods2,192 cited
  • 1994A review of techniques for parameter sensitivity analysis of environmental models1,964 cited
  • 2002Sensitivity Analysis for Importance Assessment1,303 cited
  • 2006Survey of sampling-based methods for uncertainty and sensitivity analysis1,240 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 2002On Latin hypercube sampling for structural reliability analysis798 cited
  • 1993Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal

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735 cited
  • 2000Sensitivity Analysis as an Ingredient of Modeling604 cited
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