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Entropy-Based Experimental Design for Optimal Model Discrimination in the Geosciences
13 references·0 citing·44 second hop
Entropy-Based Experimental Design for Optimal Model Discrimination in the Geosciences (2016)Entropy-Based Experimental Design for Opt…Adaptive Design Optimization: A Mutual Information-Based Approach to Model Discrimination in Cognitive Science (2009)Adaptive Design Optimization:…DT-optimum designs for model discrimination and parameter estimation (2007)DT-optimum designs for model …Simulated Experiments: Methodology for a Virtual World (2003)Simulated Experiments: Method…Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support (2003)Defining Uncertainty: A Conce…Towards a coherent philosophy for modelling the environment (2002)Towards a coherent philosophy…Bayesian Experimental Design: A Review (1995)Bayesian Experimental Design:…Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences (1994)Verification, Validation, and…Experimental Designs for Model Discrimination (1993)Experimental Designs for Mode…A Review of Experimental Design Procedures for Regression Model Discrimination (1978)A Review of Experimental Desi…Optimal Design: Experiments for Discriminating between Several Models (1975)Optimal Design: Experiments f…UTILITY THEORY FOR DECISION MAKING (1970)UTILITY THEORY FOR DECISION M…Discrimination Among Mechanistic Models (1967)Discrimination Among Mechanis…Designs for Discriminating Between Two Rival Models (1965)Designs for Discriminating Be…Applied Statistical Decision Theory (1962)Theory of optimal experiments (1972)Design and Analysis of Computer Experiments (1989)Kriging metamodeling in simulation: A review (2007)Response surface methodology (2010)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)On the Experimental Attainment of Optimum Conditions (1951)Design and Analysis of Industrial Experiments. (1955)Experimental Design: Review and Comment (1984)On the Experimental Attainment of Optimum Conditions (1992)9 Computer experiments (1996)A Review of Modern Computational Algorithms for Bayesian Optimal Design (2015)DESIGN OF EXPERIMENTS IN NON-LINEAR SITUATIONS (1959)A Joint Design Criterion for the Dual Problem of Model Discrimination and Parameter Estimation (1968)Planning Experiments for Discriminating between Models (1974)Robust experiment design via stochastic approximation (1985)The Scientific Image (1980)Representing and Intervening (1983)Where is the child's environment? A group socialization theory of development. (1995)Testing ecological models: the meaning of validation (1996)Sensitivity Analysis for Importance Assessment (2002)The Logic of Scientific Discovery (2013)Falsification and the Methodology of Scientific Research Programmes (1976)The Certainty of Uncertainty: GIS and the Limits of Geographic Knowledge (2003)Uncertainty in science and its role in climate policy (2011)What has Global Sensitivity Analysis ever done for us? A systematic review to support scientific advancement and to inform policy-making in earth system modelling (2019)How the Laws of Physics Lie (1983)The Dappled World (1999)Simulation as experiment: a philosophical reassessment for biological modeling (2004)Does matter really matter? Computer simulations, experiments, and materiality (2008)Societal threat and cultural variation in the strength of social norms: An evolutionary basis (2015)The Design of Experiments for Discriminating Between two Rival Models (1975)Sequential Design of Experiments (1992)A tutorial on adaptive design optimization (2013)On a Measure of the Information Provided by an Experiment (1956)Optimum Experimental Designs (1993)Sequential Optimal Design of Neurophysiology Experiments (2008)Modern Bayesian Experimental Design (2024)Ten iterative steps in development and evaluation of environmental models (2006)An overview of methods to evaluate uncertainty of deterministic models in decision support (2014)Global polycrisis: the causal mechanisms of crisis entanglement (2024)On Economic Inequality (1973)The structure of random utility models (1977)The Framing of Decisions and the Psychology of Choice (1985)
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References

  • 1994Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences3,016 cited
  • 2003Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support2,064 cited
  • 1995Bayesian Experimental Design: A Review1,846 cited
  • 1970UTILITY THEORY FOR DECISION MAKING1,614 cited
  • 1967Discrimination Among Mechanistic Models425 cited
  • 2002Towards a coherent philosophy for modelling the environment383 cited
  • 2003Simulated Experiments: Methodology for a Virtual World325 cited
  • 1975Optimal Design: Experiments for Discriminating between Several Models226 cited
  • 1965Designs for Discriminating Between Two Rival Models210 cited
  • 2009Adaptive Design Optimization: A Mutual Information-Based Approach to Model Discrimination in Cognitive Science157 cited
  • 1978A Review of Experimental Design Procedures for Regression Model Discrimination100 cited
  • 2007DT-optimum designs for model discrimination and parameter estimation90 cited
  • 1993Experimental Designs for Model Discrimination61 cited

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