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Work smarter, not harder: A tutorial on designing and conducting simulation experiments
16 references·0 citing·31 second hop
Work smarter, not harder: A tutorial on designing and conducting simulation experiments (2015)Work smarter, not harder: A tutorial on d…Tutorial: Simulation metamodeling (2015)Tutorial: Simulation metamode…Changing the paradigm: Simulation, now a method of first resort (2015)Changing the paradigm: Simula…Efficient, nearly orthogonal-and-balanced, mixed designs: an effective way to conduct trade-off analyses via simulation (2013)Efficient, nearly orthogonal-…Designs for Large‐Scale Simulation Experiments, with Applications to Defense and Homeland Security (2012)Designs for Large‐Scale Simul…Constructing nearly orthogonal latin hypercubes for any nonsaturated run-variable combination (2012)Constructing nearly orthogona…Modern experimental design (2007)Modern experimental designEfficient Nearly Orthogonal and Space-Filling Latin Hypercubes (2007)Efficient Nearly Orthogonal a…Design and Analysis of Simulation Experiments (2007)Design and Analysis of Simula…Defense and homeland security applications of multi-agent simulations (2007)Defense and homeland security…Very large fractional factorial and central composite designs (2005)Very large fractional factori…State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)State-of-the-Art Review: A Us…The Design and Analysis of Computer Experiments (2003)The Design and Analysis of Co…Exploring the world of agent-based simulations: simple models, complex analyses (2003)Exploring the world of agent-…Robust design: seeking the best of all possible worlds (2002)Robust design: seeking the be…Simulation modeling and analysis (1999)Simulation modeling and analy…Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building. (1979)Statistics for Experimenters:…Statistics for experimenters. An introduction to design, data analysis, and model building. (1978)Simulation Modeling and Analysis. (1983)Design and Analysis of Experiments, 5th Ed. (2001)Work smarter, not harder: guidelines for designing simulation experiments (2005)Improving the Efficiency and Efficacy of Controlled Sequential Bifurcation for Simulation Factor Screening (2009)Work Smarter, Not Harder: A Tutorial on Designing and Conducting Simulation Experiments (2020)STATISTICS FOR SPATIAL DATA (1992)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)An algorithm for fast optimal Latin hypercube design of experiments (2009)Latin hypercube sampling with multidimensional uniformity (2011)A Tutorial on Latin Hypercube Design of Experiments (2015)Statistics for Experimenters (1979)Design and Analysis of Computer Experiments (1989)Feature Article: Optimization for simulation: Theory vs. Practice (2002)Space-Filling Designs for Computer Experiments (2003)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)Space-Filling Designs for Computer Experiments (2018)Response-Surface Methods in R , Using rsm (2009)Experimental design and response surface methodology in energy applications: A tutorial review (2017)Socio‐economic differentials in peripheral biology: Cumulative allostatic load (2010)Sensitivity analysis: A review of recent advances (2015)The Complexities of Agent-Based Modeling Output Analysis (2015)Quality Engineering Using Robust Design (1991)Design and Analysis of Experiments (1998)Necessary Condition Analysis (NCA) (2015)Testing ecological models: the meaning of validation (1996)Kriging Metamodeling in Simulation: A Review (2007)Modeling Good Research Practices—Overview: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-1 (2012)Verification and validation of simulation models (2012)
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References

  • 1999Simulation modeling and analysis3,854 cited
  • 2003The Design and Analysis of Computer Experiments2,219 cited
  • 1979Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building.2,019 cited
  • 2005State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments619 cited
  • 2007Design and Analysis of Simulation Experiments334 cited
  • 2007Efficient Nearly Orthogonal and Space-Filling Latin Hypercubes326 cited
  • 2007Modern experimental design169 cited
  • 2003Exploring the world of agent-based simulations: simple models, complex analyses148 cited
  • 2005Very large fractional factorial and central composite designs90 cited
  • 2002Robust design: seeking the best of all possible worlds86 cited
  • 2015Changing the paradigm: Simulation, now a method of first resort69 cited
  • 2015Tutorial: Simulation metamodeling50 cited
  • 2012Constructing nearly orthogonal latin hypercubes for any nonsaturated run-variable combination42 cited
  • 2012Designs for Large‐Scale Simulation Experiments, with Applications to Defense and Homeland Security41 cited
  • 2013Efficient, nearly orthogonal-and-balanced, mixed designs: an effective way to conduct trade-off analyses via simulation

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36 cited
  • 2007Defense and homeland security applications of multi-agent simulations26 cited
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