The effect of the nugget on Gaussian process emulators of computer models.
Ioannis AndrianakisPeter G. ChallenorPublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- gaussian process
- gaussian processes
- bayesian framework
- model selection
- gaussian process models
- dynamical models
- dynamical model
- covariance function
- gaussian process regression
- prior knowledge
- hyperparameters
- gaussian process classification
- expectation propagation
- data mining
- cross validation
- regression model
- probabilistic model
- feature space
- image processing