Varying Coefficient Models and Design Choice for Bayes Linear Emulation of Complex Computer Models with Limited Model Evaluations.
Amy L. WilsonMichael GoldsteinChris J. DentPublished in: SIAM/ASA J. Uncertain. Quantification (2022)
Keyphrases
- probabilistic model
- statistical models
- linear model
- modeling framework
- hybrid model
- statistical model
- linear models
- autoregressive
- prediction model
- metamodel
- classification models
- nonlinear models
- accurate models
- analytical model
- modelling language
- physical systems
- goodness of fit
- multiple models
- generic model
- prior knowledge
- learning models
- computational models
- model selection
- parameter estimation
- complex systems
- learned models
- model averaging
- computational model
- process model
- monte carlo simulation
- experimental data
- stochastic model
- bayesian framework
- conceptual model
- neural network model
- predictive model
- model fitting
- domain models
- theoretical models
- modeling tool
- nonlinear regression
- user interface
- mathematical models