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Trellis Plots as Visual Aids for Analyzing Split Plot Experiments
Luleå University of Technology, Department of Business Administration, Technology and Social Sciences, Business Administration and Industrial Engineering.
Celgene Corporation, 556 Morris Ave, Summit, NJ.
Number of Authors: 2
2016 (English)In: Quality Engineering, ISSN 0898-2112, E-ISSN 1532-4222, Vol. 29, no 2, 211-225 p.Article in journal (Refereed) Published
Abstract [en]

The analysis of split plot experiments can be challenging due to a complicated error structure resulting from restrictions on complete randomization. Similarly, standard visualization methods do not provide the insight practitioners desire to understand the data, think of explanations, generate hypotheses, build models, or decide on next steps. This article demonstrates the effective use of trellis plots in the preliminary data analysis for split plot experiments to address this problem. Trellis displays help to visualize multivariate data by allowing for conditioning in a general way. They can also be used after the statistical analysis for verification, clarification, and communication.

Place, publisher, year, edition, pages
2016. Vol. 29, no 2, 211-225 p.
National Category
Reliability and Maintenance
Research subject
Quality Technology and Management
Identifiers
URN: urn:nbn:se:ltu:diva-59834DOI: 10.1080/08982112.2016.1243248ISI: 000395407800005Scopus ID: 2-s2.0-85009792177OAI: oai:DiVA.org:ltu-59834DiVA: diva2:1038677
Note

Validerad; 2017; Nivå 2; 2017-03-06 (andbra)

Available from: 2016-10-19 Created: 2016-10-19 Last updated: 2017-11-29Bibliographically approved

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