Advanced search
Publication Cover
Sequential Analysis
Design Methods and Applications
Volume 38, 2019 - Issue 3
Submit an article Journal homepage
73
Views
1
CrossRef citations to date
0
Altmetric
Original Articles

A discussion on adaptive designs for computer experiments

Noha YoussefDepartment of Mathematics and Actuarial Science, The American University in Cairo, Egypt; Correspondence[email protected]
&
Henry WynnDepartment of Statistics, The London School of Economics and Political Science, London, UK
Pages 400-410 | Received 22 Jan 2019, Accepted 08 Jul 2019, Published online: 25 Sep 2019

References

  • Andrianakis, I. and Challenor, P. G. (2012). The Effect of the Nugget on Gaussian Process Emulators of Computer Models, Computational Statistics & Data Analysis 56: 4215–4228.
  • Carlin, B. P. and Louis, T. A. (1996). Bayes and Empirical Bayes Methods for Data Analysis, vol. 69, London: Chapman & Hall.
  • Chen, V. C. P., Tsui, K.-L., Barton, R. R., and Allen, J. K. (2003). A Review of Design and Modeling in Computer Experiments in Statistics in Industry, vol. 22, Handbook of Statistics, pp. 231–261, Amsterdam: North-Holland.
  • Cressie, N. (1988). Spatial Prediction and Ordinary Kriging. Mathematical Geology 20: 405–421.
  • Fang, K.-T., Li, R., and Sudjianto, A. (2006). Design and Modeling for Computer Experiments, Boca Raton: Chapman & Hall/CRC.
  • Gramacy, R. B. and Lee, H. K. H. (2012). Cases for the Nugget in Modeling Computer Experiments, Statistics and Computing 22: 713–722.
  • Koehler, J. R. and Owen, A. B. (1996). Computer Experiments, in Design and Analysis of Experiments, vol. 13, Handbook of Statistics, pp. 261–308, Amsterdam: North-Holland.
  • Lepik, Ü. and Tamme, E. (2007). Solution of Nonlinear Fredholm Integral Equations via the Haar Wavelet Method, Proceedings of Estonian Academy of Sciences: Physics, Mathematics 56: 17–27.
  • Mercer, J. (1909). Functions of Positive and Negative Type and Their Connection with the Theory of Integral Equations, Philosophical Transactions of Royal Society, Series A 83: 415–446.
  • Phoon, K. K., Huang, S. P., and Quek, S. T. (2002). Simulation of Second-Order Processes Using Karhunen-Loeve Expansion, Computers & Structures 80: 1049–1060.
  • Ramsay, J. O. and Silverman, B. W. (2005). Functional Data Analysis, second edition, New York; Springer.
  • Sacks, J. and Schiller, S. (1988). Spatial Designs, in Statistical Decision Theory and Related Topics, IV, vol. 2, pp. 385–399, New York: Springer.
  • Saltelli, A. (2000). Fortune and Future of Sensitivity Analysis, in Sensitivity Analysis, pp. 421–447, Chichester: Wiley.
  • Shewry, M. C. and Wynn, H. P. (1987). Maximum Entropy Sampling, Journal of Applied Statistics 14: 165–170.
  • Wang, L. (2008). Karhunen Loeve Expansion and Its Applications, Ph.D. thesis, London School of Economics.
  • Youssef, N. (2011). Optimal Experimental Design for Computer Experiments, Ph.D. thesis, London School of Economics.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.