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Analysis of split-plot designs with mirror image pairs as sub-plots
Department of Mathematical Sciences, The Norwegian University of Science and Technology, Trondheim.
Department of Industrial Engineering, Arizona State University, Tempe.ORCID iD: 0000-0003-4222-9631
2005 (English)In: Quality and Reliability Engineering International, ISSN 0748-8017, E-ISSN 1099-1638, Vol. 21, no 5, p. 539-551Article in journal (Refereed) Published
Abstract [en]

In this article we present a procedure to analyze split-plot experiments with mirror image pairs as sub-plots when third- and higher-order interactions can be assumed negligible. Although performing a design in a split-plot manner induces correlation among observations, we show that with such designs the essential search for potentially active factors can be done in two steps using ordinary least squares. The suggested procedure is tested out on a real example and on two simulated screening examples; one with a split-plot design based on a geometric design and one with a split-plot design based on a non-geometric Plackett and Burman design. The examples also illustrate the advantage of using non-geometric designs where the effects are partially aliased instead of being fully aliased as in highly fractionated fractional factorials

Place, publisher, year, edition, pages
2005. Vol. 21, no 5, p. 539-551
National Category
Reliability and Maintenance
Research subject
Quality Technology and Management
Identifiers
URN: urn:nbn:se:ltu:diva-5296DOI: 10.1002/qre.740Local ID: 35ceaf01-08ac-4302-89d6-f87690453049OAI: oai:DiVA.org:ltu-5296DiVA, id: diva2:978170
Note
Upprättat; 2005; 20150604 (andbra)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2018-03-16Bibliographically approved

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Kulahci, Murat

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