Hierarchical Emulation: A Method for Modeling and Comparing Nested Simulators

DOI10.1137/15M1007914zbMath1386.65063OpenAlexW2345416617MaRDI QIDQ5741189

Peter S. Craig, Rachel H. Oughton

Publication date: 22 July 2016

Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/15m1007914

zbMATH Keywords

computer modelsBayesian emulationecosystem modelsnested simulators

Mathematics Subject Classification ID

Related Items (3)

Diagnostics-Driven Nonstationary Emulators Using Kernel Mixtures ⋮ Intermediate Variable Emulation: Using Internal Processes in Simulators to Build More Informative Emulators ⋮ Comparison of Surrogate-Based Uncertainty Quantification Methods for Computationally Expensive Simulators

Uses Software

• R

Cites Work

• Reified Bayesian modelling and inference for physical systems
• Bayesian emulation of complex multi-output and dynamic computer models
• The design and analysis of computer experiments.
• Bayesian Calibration of Computer Models
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