Advanced search
Publication Cover
Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 37, 2005 - Issue 1
Submit an article Journal homepage
33
Views
10
CrossRef citations to date
0
Altmetric
Articles

A Modified Path of Steepest Ascent for Split-Plot Experiments

Scott M. KowalskiMinitab Inc., State College, PA16801View further author information
,
Connie M. BorrorUniversity of Illinois, Urbana, IL61801View further author information
&
Douglas C. MontgomeryArizona State University, Tempe, AZ85287-5906View further author information
Pages 75-83 | Published online: 16 Feb 2018

References

  • Bingham, D. and Sitter, R. S. (1999a). “Minimum-Aberration Two-Level Fractional Factorial Split-Plot Designs”. Technometrics 41, pp. 62–70.
  • Bingham, D. and Sitter, R. S. (1999b). “Some Theoretical Results for Fractional Factorial Split-Plot Designs”. The Annals of Statistics 27, pp. 1240–1255.
  • Bingham, D. and Sitter, R. S. (2001). “Design Issues in Fractional Factorial Split-Plot Experiments”. Journal of Quality Technology 33, pp.1–15.
  • Bisgaard, S. (2000). “The Design and Analysis of Split Plot Experiments”. Journal of Quality Technology 32, pp. 39–56.
  • Bisgaard, S. and Steinberg, D. M. (1997). “The Design and Analysis of Prototype Experiments”. Technometrics 39, pp. 52–62.
  • Box, G. E. P. (1996). “Split-Plot Experiments”. Quality Engineering 8, pp. 515–520.
  • Box, G. E. P. and Jones, S. (1992). “Split-Plot Designs for Robust Product Experimentation”. Journal of Applied Statistics 19, pp. 3–26.
  • Box, G. E. P. and Wilson, K. B. (1951). “On the Experimental Attainment of Optimum Conditions”. Journal of the Royal Statistical Society, Series B, 13, pp. 1–45.
  • Goos, P. and Vandebroek, M. (2001). “Optimal Split-Plot Designs”. Journal of Quality Technology 33, pp. 436–450.
  • Huang, P.; Chen, D.; and Voelkel, J. O. (1998). “Minimum-Aberration Two-Level Split-Plot Designs”. Technometrics 40, pp. 314–326.
  • Khuri, A. I. and Cornell, J. A. (1996). Response Surfaces: Designs and Analyses, 2nd ed. Dekker, New York, NY.
  • Kowalski, S. M. (2002). “24-Run Split-Plot Experiments for Robust Parameter Design”. Journal of Quality Technology 34, pp. 399–410.
  • Kowalski, S. M.; Vining, G. G.; Montgomery, D. C.; and Borror, C. M. (2004). “Modifying a Central Composite Design to Model the Process Mean and Variance When There Are Hard-to-Change Factors”. Submitted to Technometrics.
  • Letsinger, J. D.; Myers, R. H.; and Lentner, M. (1996). “Response Surface Methods for Bi-Randomization Structures”. Journal of Quality Technology 28, pp. 381–397.
  • Lucas, J. M. and Hazel, M. C. (1997). “Running Experiments With Multiple Error Terms: How an Experiment Is Run Is Important”. ASQC Technical Conference Transactions. American Society for Quality Control, Milwaukee, WI. pp. 283–296.
  • Lucas, J. M. and Ju, H. L. (1992). “Split Plotting and Randomization in Industrial Experiments”. ASQC Quality Congress Transactions. American Society for Quality Control, Nashville, TN. pp. 374–382.
  • Myers, R. H. and Montgomery, D. C. (1995). Response Surface Methodology, Process and Product Optimization Using Design Experiments. Wiley, New York, NY.
  • Myers, R. H.; Montgomery, D. C.; Vining, G. G.; Borror, C. M.; and Kowalski, S. M. (2004). “Response Surface Methodology: A Retrospective and Literature Survey”. Journal of Quality Technology 36, pp. 53–77.
  • Schoen, E. D. (1999). “Designing Fractional Two-Level Experiments With Nested Error Structures”. Journal of Applied Statistics 26, pp. 495–508.
  • Sztendur, E. M. and Diamond, N. T. (2002). “Extensions to Confidence Region Calculations for the Path of Steepest Ascent”. Journal of Quality Technology 34, pp. 289–296.
  • Vining, G. G.; Kowalski, S. M.; and Montgomery, D. C. (2004). “Response Surface Designs Within a Split-Plot Structure”. Journal of Quality Technology (to appear).

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.