Reified Bayesian modelling and inference for physical systems

From MaRDI portal
Publication:1007510

DOI10.1016/j.jspi.2008.07.019zbMath1156.62316OpenAlexW2130472914MaRDI QIDQ1007510

Michael Goldstein, Jonathan Rougier

Publication date: 20 March 2009

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2008.07.019



Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).


Related Items (22)

Mixtures of experts for understanding model discrepancy in dynamic computer modelsUnderstanding hormonal crosstalk in \textit{Arabidopsis} root development via emulation and history matchingExploiting strength, discounting weakness: combining information from multiple climate simulatorsGaussian Process Regression on Nested SpacesBayes linear sufficiency in non-exchangeable multivariate multiple regressionsBayes linear analysis of risks in sequential optimal design problemsApproximate Bayesian computation and simulation-based inference for complex stochastic epidemic modelsEfficient History Matching of a High Dimensional Individual-Based HIV Transmission ModelUpdating under unknown unknowns: an extension of Bayes' ruleAggregating expert judgementHierarchical Emulation: A Method for Modeling and Comparing Nested SimulatorsVerifying reification with application to a rainfall-runoff computer simulatorQuantifying simulator discrepancy in discrete-time dynamical simulatorsIssues in robustness analysisUncertainty Quantification for Computer Models With Spatial Output Using Calibration-Optimal BasesDiagnostics-Driven Nonstationary Emulators Using Kernel MixturesBayesian uncertainty analysis for complex physical systems modelled by computer simulators with applications to tipping pointsComments on: A general science-based framework for dynamical spatio-temporal modelsA Generalized Polynomial Chaos-Based Method for Efficient Bayesian Calibration of Uncertain Computational ModelsRepresenting Model Discrepancy in Bound-to-Bound Data CollaborationSecond-Order Exchangeability Analysis for Multimodel EnsemblesGalaxy formation: Bayesian history matching for the observable Universe



Cites Work


This page was built for publication: Reified Bayesian modelling and inference for physical systems