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- Gaussian_process_emulator abstract "In statistics, Gaussian process emulator is one name for a general type of statistical model that has been used in contexts where the problem is to make maximum use of the outputs of a complicated (often non-random) computer-based simulation model. Each run of the simulation model is computationally expensive and each run is based on many different controlling inputs. The variation of the outputs of the simulation model is expected to vary reasonably smoothly with the inputs, but in an unknown way.The overall analysis involves two models: the simulation model, or \"simulator\", and the statistical model, or \"emulator\", which notionally emulates the unknown outputs from the simulator. The Gaussian process emulator model treats the problem from the viewpoint of Bayesian statistics. In this approach, even though the output of the simulation model is fixed for any given set of inputs, the actual outputs are unknown unless the computer model is run and hence can be made the subject of a Bayesian analysis. The main element of the Gaussian process emulator model is that it models the outputs as a Gaussian process on a space that is defined by the model inputs. The model includes a description of the correlation or covariance of the outputs, which enables the model to encompass the idea that differences in the output will be small if there are only small differences in the inputs.".
- Gaussian_process_emulator wikiPageExternalLink index.php?page=MetaFirstExample.html.
- Gaussian_process_emulator wikiPageExternalLink val6.html.
- Gaussian_process_emulator wikiPageID "21974688".
- Gaussian_process_emulator wikiPageLength "3001".
- Gaussian_process_emulator wikiPageOutDegree "14".
- Gaussian_process_emulator wikiPageRevisionID "620094701".
- Gaussian_process_emulator wikiPageWikiLink Bayesian_inference.
- Gaussian_process_emulator wikiPageWikiLink Bayesian_statistics.
- Gaussian_process_emulator wikiPageWikiLink Category:Bayesian_statistics.
- Gaussian_process_emulator wikiPageWikiLink Category:Ensemble_learning.
- Gaussian_process_emulator wikiPageWikiLink Category:Statistical_randomness.
- Gaussian_process_emulator wikiPageWikiLink Category:Statistics_articles_needing_expert_attention.
- Gaussian_process_emulator wikiPageWikiLink Computer_experiment.
- Gaussian_process_emulator wikiPageWikiLink Gaussian_process.
- Gaussian_process_emulator wikiPageWikiLink Journal_of_the_American_Statistical_Association.
- Gaussian_process_emulator wikiPageWikiLink Journal_of_the_Royal_Statistical_Society.
- Gaussian_process_emulator wikiPageWikiLink Kriging.
- Gaussian_process_emulator wikiPageWikiLink Statistical_Science.
- Gaussian_process_emulator wikiPageWikiLink Statistical_model.
- Gaussian_process_emulator wikiPageWikiLink Statistics.
- Gaussian_process_emulator wikiPageWikiLinkText "Gaussian process emulator".
- Gaussian_process_emulator wikiPageUsesTemplate Template:Statistics.
- Gaussian_process_emulator wikiPageUsesTemplate Template:Statistics-stub.
- Gaussian_process_emulator subject Category:Bayesian_statistics.
- Gaussian_process_emulator subject Category:Ensemble_learning.
- Gaussian_process_emulator subject Category:Statistical_randomness.
- Gaussian_process_emulator subject Category:Statistics_articles_needing_expert_attention.
- Gaussian_process_emulator hypernym Name.
- Gaussian_process_emulator type Algorithm.
- Gaussian_process_emulator comment "In statistics, Gaussian process emulator is one name for a general type of statistical model that has been used in contexts where the problem is to make maximum use of the outputs of a complicated (often non-random) computer-based simulation model. Each run of the simulation model is computationally expensive and each run is based on many different controlling inputs.".
- Gaussian_process_emulator label "Gaussian process emulator".
- Gaussian_process_emulator sameAs Q5527845.
- Gaussian_process_emulator sameAs m.05p6sd6.
- Gaussian_process_emulator sameAs Q5527845.
- Gaussian_process_emulator wasDerivedFrom Gaussian_process_emulator?oldid=620094701.
- Gaussian_process_emulator isPrimaryTopicOf Gaussian_process_emulator.