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Analysis of computationally demanding models with continuous and categorical inputs
16 references·2 citing·22 second hop
Analysis of computationally demanding models with continuous and categorical inputs (2012)Analysis of computationally demanding mod…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…Combining Field Data and Computer Simulations for Calibration and Prediction (2004)Combining Field Data and Comp…The Design and Analysis of Computer Experiments (2003)The Design and Analysis of Co…Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Latin hypercube sampling and …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…Interpolation of Spatial Data (1999)Interpolation of Spatial DataA Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Statistics for Spatial Data. (1993)Statistics for Spatial Data.STATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATAStatistics for spatial data (1992)Statistics for spatial dataScreening, Predicting, and Computer Experiments (1992)Screening, Predicting, and Co…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…An Investigation of Uncertainty and Sensitivity Analysis Techniques for Computer Models (1988)An Investigation of Uncertain…Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Comparison of Three Methods f…A new global sensitivity measure based on the elementary effects method (2019)A new global sensitivity meas…Upscaling Uncertainty with Dynamic Discrepancy for a Multi-Scale Carbon Capture System (2017)Upscaling Uncertainty with Dy…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)Fractional Brownian Motions, Fractional Noises and Applications (1968)Recovery of Inter-Block Information when Block Sizes are Unequal (1971)Model-Based Geostatistics (1998)Multivariable geostatistics in S: the gstat package (2004)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)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)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)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)A distribution-free approach to inducing rank correlation among input variables (1982)Uniform Design: Theory and Application (2000)Sensitivity analysis: A review of recent advances (2015)
this work references cited by second hop

References

  • 1992STATISTICS FOR SPATIAL DATA9,140 cited
  • 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
  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 1993Statistics for Spatial Data.5,101 cited
  • 1979Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,238 cited
  • 2003Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems2,707 cited
  • 1999Interpolation of Spatial Data2,362 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 cited
  • 2003The Design and Analysis of Computer Experiments2,204 cited
  • 2006Survey of sampling-based methods for uncertainty and sensitivity analysis1,240 cited
  • 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach1,085 cited
  • 1992Statistics for spatial data1,057 cited
  • 1992Screening, Predicting, and Computer Experiments633 cited
  • 2004Combining Field Data and Computer Simulations for Calibration and Prediction

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622 cited
  • 1988An Investigation of Uncertainty and Sensitivity Analysis Techniques for Computer Models609 cited
  • Cited by

    • 2017Upscaling Uncertainty with Dynamic Discrepancy for a Multi-Scale Carbon Capture System28 cited
    • 2019A new global sensitivity measure based on the elementary effects method14 cited