A dynamic modelling strategy for Bayesian computer model emulation
From MaRDI portal
Publication:5962447
DOI10.1214/09-BA415zbMath1330.65034OpenAlexW2066344471MaRDI QIDQ5962447
No author found.
Publication date: 12 February 2016
Published in: Bayesian Analysis (Search for Journal in Brave)
Full work available at URL: https://projecteuclid.org/euclid.ba/1340370283
Gaussian processMarkov chain Monte Carlobackward samplingcomputer model emulationdynamic linear modelforwarding filteringtime-varying autoregression
Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40)
Related Items
Mixtures of experts for understanding model discrepancy in dynamic computer models ⋮ Emulation of dynamic simulators with application to hydrology ⋮ Emulation engines: choice and quantification of uncertainty for complex hydrological models ⋮ Unnamed Item ⋮ Spline-Based Emulators for Radiative Shock Experiments With Measurement Error ⋮ A mechanistic dynamic emulator ⋮ Statistical Implementations of Agent‐Based Demographic Models ⋮ Modeling 3‐D spatio‐temporal biogeochemical processes with a forest of 1‐D statistical emulators ⋮ Mechanism-based emulation of dynamic simulation models: concept and application in hydrology ⋮ A comparison of statistical emulation methodologies for multi‐wave calibration of environmental models ⋮ A Bayesian computer model analysis of robust Bayesian analyses ⋮ Emulator-assisted reduced-rank ecological data assimilation for nonlinear multivariate dynamical spatio-temporal processes ⋮ Dynamic simulation metamodeling using Mars: a case of radar simulation ⋮ High-fidelity hurricane surge forecasting using emulation and sequential experiments ⋮ Emulating dynamic non-linear simulators using Gaussian processes ⋮ Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models ⋮ A hierarchical spatiotemporal statistical model motivated by glaciology ⋮ Modern statistical methods in oceanography: a hierarchical perspective ⋮ Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling ⋮ A generalized Gaussian process model for computer experiments with binary time series ⋮ Comments on: A general science-based framework for dynamical spatio-temporal models ⋮ Bayesian forecasting of multivariate time series: scalability, structure uncertainty and decisions ⋮ Local Gaussian Process Model for Large-Scale Dynamic Computer Experiments ⋮ A Sequential Design Approach for Calibrating Dynamic Computer Simulators ⋮ Bayesian emulation of complex multi-output and dynamic computer models ⋮ An Efficient Surrogate Model for Emulation and Physics Extraction of Large Eddy Simulations ⋮ Gaussian process emulators for spatial individual‐level models of infectious disease
This page was built for publication: A dynamic modelling strategy for Bayesian computer model emulation
