Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
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- 1 September 2008
- journal article
- Published by Taylor & Francis in Journal of the American Statistical Association
- Vol. 103 (483) , 1119-1130
- https://doi.org/10.1198/016214508000000689
Abstract
Motivated by a computer experiment for the design of a rocket booster, this article explores nonstationary modeling methodologies that couple stationary Gaussian processes with treed partitioning. ...Keywords
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- Spectral methods for nonstationary spatial processesBiometrika, 2002