Bayesian Inference for Sensitivity Analysis of Computer Simulators, With an Application to Radiative Transfer Models.
Marian FarahAthanasios KottasPublished in: Technometrics (2014)
Keyphrases
- sensitivity analysis
- bayesian inference
- probabilistic model
- hidden variables
- influence diagrams
- gibbs sampler
- prior information
- probabilistic modeling
- variational inference
- statistical models
- managerial insights
- bayesian models
- variational inequalities
- statistical inference
- prior knowledge
- bayesian model
- variational approximation
- model selection
- graphical models
- hyperparameters
- weighted model counting
- machine learning
- variational bayes
- markov chain monte carlo
- bayesian networks