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stat.AP2008
Adaptive design and analysis of supercomputer experiments
Robert B. Gramacy, Herbert K. H. Lee
Computer experiments are often performed to allow modeling of a response surface of a physical experiment that can be too costly or difficult to run except using a simulator. Runni…
stat.ME2008
Gaussian Processes and Limiting Linear Models
Robert B. Gramacy, Herbert K. H. Lee
Gaussian processes retain the linear model either as a special case, or in the limit. We show how this relationship can be exploited when the data are at least partially linear. Ho…