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Bayesian Experimental Design: A Review
3 references·16 citing·41 second hop
Bayesian Experimental Design: A Review (1995)Bayesian Experimental Design: A ReviewDesign and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Theory of optimal experiments (1972)Theory of optimal experimentsApplied Statistical Decision Theory (1962)Applied Statistical Decision …A Review of Modern Computational Algorithms for Bayesian Optimal Design (2015)A Review of Modern Computatio…Simulation-based optimal Bayesian experimental design for nonlinear systems (2012)Simulation-based optimal Baye…Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Information-Theoretic Regret …Response surface methodology (2010)Response surface methodologyA modern Bayesian look at the multi‐armed bandit (2010)A modern Bayesian look at the…Systems biology: experimental design (2009)Systems biology: experimental…Adaptive Design and Analysis of Supercomputer Experiments (2009)Adaptive Design and Analysis …Bayesian Inference and Optimal Design for the Sparse Linear Model (2008)Bayesian Inference and Optima…Optimal experimental design and some related control problems (2007)Optimal experimental design a…Kriging metamodeling in simulation: A review (2007)Kriging metamodeling in simul…Efficient Nearly Orthogonal and Space-Filling Latin Hypercubes (2007)Efficient Nearly Orthogonal a…Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study (2007)Designs with a priori informa…Response Surface Methodology: A Retrospective and Literature Survey (2004)Response Surface Methodology:…Designing Conjoint Choice Experiments Using Managers' Prior Beliefs (2001)Designing Conjoint Choice Exp…Maximum Entropy Sampling and Optimal Bayesian Experimental Design (2000)Maximum Entropy Sampling and …Response Surface Methodology—Current Status and Future Directions (1999)Response Surface Methodology—…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)Response Surface Methodology (2009)Response-Surface Methods in R , Using rsm (2009)Bayesian Optimization for Adaptive Experimental Design: A Review (2020)Stochastic Finite Elements: A Spectral Approach (1991)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Adaptive Smolyak Pseudospectral Approximations (2013)Engineering Design with Digital Thread (2018)A New Approach to Consumer Theory (1966)A New Approach to Consumer Theory (1976)Discrete Choice Methods with Simulation (2001)Modelling attribute non-attendance in choice experiments for rural landscape valuation (2009)Willingness-to-pay for renewable energy: Primary and discretionary choice of British households' for micro-generation technologies (2009)Construction of experimental designs for mixed logit models allowing for correlation across choice observations (2010)Statistics for Experimenters (1979)Simultaneous Optimization of Several Response Variables (1980)A novel hybrid MCDM model combining the SAW, TOPSIS and GRA methods based on experimental design (2016)Regression and Kriging metamodels with their experimental designs in simulation: A review (2016)Design and Analysis of Simulation Experiments (2018)Calibration of probabilities: The state of the art to 1980 (1982)Design and Analysis of Simulated Consumer Choice or Allocation Experiments: An Approach Based on Aggregate Data (1983)Optimum Experimental Designs (1993)Sample size requirements for stated choice experiments (2013)Some aspects of the sequential design of experiments (1952)Finite-time Analysis of the Multiarmed Bandit Problem (2002)A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Bandit Algorithms (2020)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. 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this work references cited by second hop

References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1962Applied Statistical Decision Theory2,172 cited
  • 1972Theory of optimal experiments2,093 cited

Cited by

  • 2010Response surface methodology2,134 cited
  • 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
  • 2007Kriging metamodeling in simulation: A review1,278 cited
  • 2004Response Surface Methodology: A Retrospective and Literature Survey706 cited
  • 2007Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study515 cited
  • 2001Designing Conjoint Choice Experiments Using Managers' Prior Beliefs478 cited
  • 2012Simulation-based optimal Bayesian experimental design for nonlinear systems451 cited
  • 2010A modern Bayesian look at the multi‐armed bandit408 cited
  • 2007Efficient Nearly Orthogonal and Space-Filling Latin Hypercubes323 cited
  • 2015A Review of Modern Computational Algorithms for Bayesian Optimal Design312 cited
  • 1999Response Surface Methodology—Current Status and Future Directions288 cited
  • 2008Bayesian Inference and Optimal Design for the Sparse Linear Model

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284 cited
  • 2009Systems biology: experimental design257 cited
  • 2000Maximum Entropy Sampling and Optimal Bayesian Experimental Design243 cited
  • 2007Optimal experimental design and some related control problems243 cited
  • 2009Adaptive Design and Analysis of Supercomputer Experiments239 cited