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Kriging Metamodeling in Simulation: A Review
16 references·0 citing·29 second hop
Kriging Metamodeling in Simulation: A Review (2007)Kriging Metamodeling in Simulation: A Rev…Theory of Modeling and Simulation (2018)Theory of Modeling and Simula…Design and Analysis of Simulation Experiments (2018)Design and Analysis of Simula…Design and Analysis of Simulation Experiments (2015)Design and Analysis of Simula…Use of Kriging Models to Approximate Deterministic Computer Models (2005)Use of Kriging Models to Appr…Application-driven sequential designs for simulation experiments: Kriging metamodelling (2004)Application-driven sequential…The Design and Analysis of Computer Experiments (2003)The Design and Analysis of Co…Sampling Strategies for Computer Experiments: Design and Analysis (2001)Sampling Strategies for Compu…A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.1 (2000)A methodology for fitting and…Simulation modeling and analysis (1999)Simulation modeling and analy…Handbook of Simulation (1998)Handbook of SimulationBayesian Experimental Design: A Review (1995)Bayesian Experimental Design:…Statistics for Spatial Data, Revised Edition. (1994)Statistics for Spatial Data, …Statistics for Spatial Data (1993)Statistics for Spatial DataDesign and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Discrete-Event System Simulation (1984)Discrete-Event System Simulat…Simulation Modeling and Analysis. (1983)Simulation Modeling and Analy…Applied Statistical Decision Theory (1962)Theory of optimal experiments (1972)Kriging metamodeling in simulation: A review (2007)Response surface methodology (2010)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Proceedings of the 2002 Winter Simulation Conference (2002)State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)Conceptual modelling for simulation Part I: definition and requirements (2007)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)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)Parallel and distributed simulation systems (2002)Verification and validation of simulation models (2012)Discrete Event System Simulation (2024)Testing ecological models: the meaning of validation (1996)Developing Theory Through Simulation Methods (2007)Simulation Budget Allocation for Further Enhancing the Efficiency of Ordinal Optimization (2000)Feature Article: Optimization for simulation: Theory vs. Practice (2002)Sensitivity Analysis for Chemical Models (2005)SPATIAL AUTOCORRELATION AND AUTOREGRESSIVE MODELS IN ECOLOGY (2002)Spatial analysis a guide for ecologists (2005)Fixed Rank Kriging for Very Large Spatial Data Sets (2008)Multivariable geostatistics in S: the gstat package (2004)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Modeling Good Research Practices—Overview: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-1 (2012)Simulation Modeling and Analysis (2016)A Review on Global Sensitivity Analysis Methods (2015)Sensitivity analysis: A review of recent advances (2015)
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References

  • 1983Simulation Modeling and Analysis.8,697 cited
  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1993Statistics for Spatial Data6,517 cited
  • 1999Simulation modeling and analysis3,833 cited
  • 1984Discrete-Event System Simulation3,639 cited
  • 2018Theory of Modeling and Simulation2,914 cited
  • 2003The Design and Analysis of Computer Experiments2,204 cited
  • 1994Statistics for Spatial Data, Revised Edition.1,875 cited
  • 1995Bayesian Experimental Design: A Review1,846 cited
  • 1998Handbook of Simulation960 cited
  • 2005Use of Kriging Models to Approximate Deterministic Computer Models840 cited
  • 2000A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.1491 cited
  • 2018Design and Analysis of Simulation Experiments449 cited
  • 2001Sampling Strategies for Computer Experiments: Design and Analysis380 cited
  • 2015Design and Analysis of Simulation Experiments356 cited
  • 2004Application-driven sequential designs for simulation experiments: Kriging metamodelling

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