Model Uncertainty Publications

Publications in Model Uncertainty

Explore the most influential research papers and scholarly works that have shaped Model Uncertainty. Use the concept filter below to focus on a specific sub-area of research.

Model Uncertainty

2.7K

Publications

214K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Bayesian Model Selection in Social Research Adrian E. Raftery Sociological Methodology Bayesian StatisticEngineeringSocioeconomicsSociological MethodSocial Stratification	1995	6.8K
The future of distributed models: Model calibration and uncertainty prediction K. Beven, Andrew Binley Hydrological Processes Hydrological PredictionEngineeringHydrologic EngineeringUncertainty ModelingEarth Science	1992	4.6K
Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors Jennifer A. Hoeting, David Madigan, Adrian E. Raftery, Statistical Science Bayesian StatisticBayesian Decision TheoryE. I. GeorgeEngineeringStatistical Averaging	1999	4.1K
Bayesian Calibration of Computer Models Marc C. Kennedy, Anthony O’Hagan Journal of the Royal Statistical Society Series B (Statistical Methodology) Bayesian StatisticBayesian CalibrationEngineeringUncertain DataUncertainty Formalism	2001	4.1K
The Logic of Quantum Mechanics Garrett Birkhoff, John von Neumann Annals of Mathematics EngineeringClassical LogicLogical NotionsUncertain ReasoningNon-classical Logic	1936	2.8K
The Potential to Narrow Uncertainty in Regional Climate Predictions Ed Hawkins, Rowan Sutton Bulletin of the American Meteorological Society EngineeringClimate ModelingClimate PolicyPrediction UncertaintyEarth Science	2009	2.7K
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Yarin Gal, Zoubin Ghahramani arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningAi FoundationUncertainty Formalism	2015	2.6K
An introduction to error analysis: the study of uncertainties in physical measurements Choice Reviews Online Cover ShotMeasurement TheoryEngineeringMeasurementUncertainty Evaluation	1997	2.3K
Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support Warren E. Walker, Poul Harremoës, Joris I. Rotmans, Integrated Assessment Critical UncertaintiesEngineeringUncertainty MatrixRisk AnalysisUncertainty Formalism	2003	2K
Fluctuations in Uncertainty Nicholas Bloom The Journal of Economic Perspectives Consumer UncertaintyEngineeringCrisis ManagementEconomic FluctuationUncertainty Modeling	2014	1.9K
Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems Erick Delage, Yinyu Ye Operations Research Mathematical ProgrammingEngineeringRandom VectorMoment UncertaintyStochastic Analysis	2010	1.8K
On Modeling and Interpreting the Economics of Catastrophic Climate Change Martin L. Weitzman The Review of Economics and Statistics Bayesian Decision TheoryEngineeringBayesian EconometricsClimate CrisisEnvironmental Economics	2009	1.8K

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