Publication Cover
Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 13, 1981 - Issue 3
96
Views
389
CrossRef citations to date
0
Altmetric
Articles

An Approach to Sensitivity Analysis of Computer Models: Part I—Introduction, Input Variable Selection and Preliminary Variable Assessment

, &
Pages 174-183 | Published online: 22 Feb 2018

References

  • Box, G. E. P. and Behnken, D. W. (1960), “Some New Three Level Designs for the Study of Quantitative Variables,” Technometrics, Vol. 2, pp. 455–475.
  • Box, G. E. P. and Draper, N. R. (1959), “A Basis for the Selection of a Response Surface Design,” Journal of the American Statistical Association, Vol. 54, pp. 622–654.
  • Campbell, J. E., Dillon, R. T., Tierney, M. S., Davis, H. T., McGrath, P. E., Pearson, F. J., Shaw, H. R., Helton, J. C., and Donath, F. A. (1978), “Risk Methodology for Geologic Disposal of Radioactive Waste: Interim Report,” Technical Report, SAND78–0029, Sandia Laboratories, Albuquerque, New Mexico.
  • Conover, W. J. (1980), Practical Nonparametric Statistics, 2nd ed., John Wiley & Sons, Inc., New York, New York.
  • Conover, W. J. and Iman, R. L. (1976), “On Some Alternative Procedures Using Ranks for the Analysis of Experimental Designs,” Communications in Statistics, A5 (14), pp. 1349–1368.
  • Davies, O. L., Ed. (1956), The Design and Analysis of Industrial Experiments, Hafner Publishing Company, New York, New York.
  • DeBaun, R. M. (1959), “Response Surface Designs for Three Factors at Three Levels,” Technometrics, Vol. 1, pp. 1–8.
  • Graybill, F. A. (1961), An Introduction to Linear Statistical Models, Vol. 1, McGraw-Hill, Inc., New York, New York.
  • Iman, R. L. (1974), “A Power Study of a Rank Transform for the Two-Way Classification Model When Interaction May Be Present,” Canadian Journal of Statistics, Vol. 2, No. 2, pp. 227–39.
  • Iman, R. L. and Conover, W. J. (1976), “A Comparison of Several Rank Tests for the Two-Way Layout,” Technical Report, SAND76–0631, Sandia Laboratories, Albuquerque, New Mexico.
  • Iman, R. L., Davenport, J. M., and Zeigler, D. K. (1980), “Latin Hypercube Sampling (Program User's Guide),” Technical Report, SAND79–1473, Sandia Laboratories, Albuquerque, New Mexico.
  • Iman, R. L., Helton, J. C., and Campbell, J. E. (1978), “Risk Methodology for Geologic Disposal of Radioactive Waste: Sensitivity Analysis Techniques,” Technical Report, SAND78–0912, Sandia Laboratories, Albuquerque, New Mexico.
  • Iman, R. L., Helton, J. C., and Campbell, J. E. (1981), “An Approach to Sensitivity Analysis of Computer Models, Part II: Ranking of Input Variables, Response Surface Validation, Distribution Effect and Technique Synopsis,” Journal of Quality Technology, Vol. 13, No. 4.
  • McKay, M. D., Conover, W. J., and Beckman, R. J. (1979), “A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code,” Technometrics, Vol. 21, pp. 239–245.

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:

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:

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.