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Statistical analyses of scatterplots to identify important factors in large-scale simulations, 1: Review and comparison of techniques
16 references·16 citing·28 second hopsampled
Statistical analyses of scatterplots to identify important factors in large-scale simulations, 1: Review and comparison of techniques (1999)Statistical analyses of scatterplots to i…International Atomic Energy Agency (2022)International Atomic Energy A…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…Handbook of Simulation (1998)Handbook of SimulationUncertainty and sensitivity analysis in the presence of stochastic and subjective uncertainty (1997)Uncertainty and sensitivity a…Sensitivity measures,anova-like Techniques and the use of bootstrap (1997)Sensitivity measures,anova-li…Sensitivity analysis of model output (1997)Sensitivity analysis of model…A 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…Statistical tools for simulation practitioners (1990)Statistical tools for simulat…Non-parametric statistics in sensitivity analysis for model output: A comparison of selected techniques (1990)Non-parametric statistics in …An Investigation of Uncertainty and Sensitivity Analysis Techniques for Computer Models (1988)An Investigation of Uncertain…Fortran 77 program and user's guide for the generation of Latin hypercube and random samples for use with computer models (1984)Fortran 77 program and user's…Risk Assessment in the Federal Government: Managing the Process (1983)Risk Assessment in the Federa…A distribution-free approach to inducing rank correlation among input variables (1982)A distribution-free approach …An Approach to Sensitivity Analysis of Computer Models: Part I—Introduction, Input Variable Selection and Preliminary Variable Assessment (1981)An Approach to Sensitivity An…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…A Common Rationale for Global Sensitivity Measures and Their Estimation (2016)A Common Rationale for Global…Robust optimization of foam-filled thin-walled structure based on sequential Kriging metamodel (2013)Robust optimization of foam-f…Update 1 of: Sensitivity Analysis for Chemical Models (2012)Update 1 of: Sensitivity Anal…Quantification of margins and uncertainties: Conceptual and computational basis (2011)Quantification of margins and…Representation of analysis results involving aleatory and epistemic uncertainty (2010)Representation of analysis re…Sensitivity Analysis for Hydraulic Models (2009)Sensitivity Analysis for Hydr…Sampling and sensitivity analyses tools (SaSAT) for computational modelling (2008)Sampling and sensitivity anal…Representation of analysis results involving aleatory and epistemic uncertainty. (2008)Representation of analysis re…Contribution to the sample mean plot for graphical and numerical sensitivity analysis (2008)Contribution to the sample me…Extension of Latin hypercube samples with correlated variables (2007)Extension of Latin hypercube …Sensitivity analysis in conjunction with evidence theory representations of epistemic uncertainty (2006)Sensitivity analysis in conju…Kriging for interpolation in random simulation (2003)Kriging for interpolation in …Comparison of global sensitivity analysis techniques and importance measures in PSA (2003)Comparison of global sensitiv…Latin Hypercube Sampling and the Propagation of Uncertainty in Analyses of Complex Systems (2002)Latin Hypercube Sampling and …Sampling-Based Methods for Uncertainty and Sensitivity Analysis (2000)Sampling-Based Methods for Un…Validation of models (1999)Validation of modelsStatistics 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)Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Correlation and Dependence in Risk Management: Properties and Pitfalls (2002)Making best use of model evaluations to compute sensitivity indices (2002)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Empirical Model Building and Response Surfaces (1988)Design and Analysis of Computer Experiments (1989)Verification, validation, and predictive capability in computational engineering and physics (2004)Mining meaning from online ratings and reviews: Tourist satisfaction analysis using latent dirichlet allocation (2016)Science and Trans-Science (1972)Risk Perception and Communication Unplugged: Twenty Years of Process1 (1995)Risks and decisions for conservation and environmental management (2005)Science and Decisions: Advancing Risk Assessment (2010)Evaluation (not validation) of quantitative models. (1998)A comprehensive multi-criteria model to rank electric energy production technologies (2013)Prevented Mortality and Greenhouse Gas Emissions from Historical and Projected Nuclear Power (2013)Importance measures in global sensitivity analysis of nonlinear models (1996)Sensitivity Analysis as an Ingredient of Modeling (2000)Sensitivity Anaysis as an Ingredient of Modeling (2000)Model-based design of experiments for parameter precision: State of the art (2007)Simulation Budget Allocation for Further Enhancing the Efficiency of Ordinal Optimization (2000)Feature Article: Optimization for simulation: Theory vs. Practice (2002)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)About the use of rank transformation in sensitivity analysis of model output (1995)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 2022International Atomic Energy Agency3,890 cited
  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 1983Risk Assessment in the Federal Government: Managing the Process2,419 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
  • 1998Handbook of Simulation960 cited
  • 1993Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal735 cited
  • 1988An Investigation of Uncertainty and Sensitivity Analysis Techniques for Computer Models609 cited
  • 1981An Approach to Sensitivity Analysis of Computer Models: Part I—Introduction, Input Variable Selection and Preliminary Variable Assessment584 cited
  • 1997Sensitivity measures,anova-like Techniques and the use of bootstrap546 cited
  • 1990Statistical tools for simulation practitioners523 cited
  • 1997Uncertainty and sensitivity analysis in the presence of stochastic and subjective uncertainty369 cited
  • 1984Fortran 77 program and user's guide for the generation of Latin hypercube and random samples for use with computer models

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354 cited
  • 1997Sensitivity analysis of model output313 cited
  • 1990Non-parametric statistics in sensitivity analysis for model output: A comparison of selected techniques258 cited
  • Cited by

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    • 2008Representation of analysis results involving aleatory and epistemic uncertainty.123 cited
    • 2016A Common Rationale for Global Sensitivity Measures and Their Estimation119 cited
    • 2006Sensitivity analysis in conjunction with evidence theory representations of epistemic uncertainty113 cited
    • 2007Extension of Latin hypercube samples with correlated variables113 cited
    • 2002Latin Hypercube Sampling and the Propagation of Uncertainty in Analyses of Complex Systems113 cited
    • 2013Robust optimization of foam-filled thin-walled structure based on sequential Kriging metamodel109 cited
    • 2009Sensitivity Analysis for Hydraulic Models108 cited
    • 2000Sampling-Based Methods for Uncertainty and Sensitivity Analysis105 cited
    • 2003Comparison of global sensitivity analysis techniques and importance measures in PSA101 cited
    • 2012Update 1 of: Sensitivity Analysis for Chemical Models92 cited
    • 2011Quantification of margins and uncertainties: Conceptual and computational basis87 cited
    • 2008Contribution to the sample mean plot for graphical and numerical sensitivity analysis76 cited