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:: Volume 2, Issue 2 (2-2009) ::
JSS 2009, 2(2): 149-162 Back to browse issues page
Post-Stage Search Property of the 12-run Plackett-Burman Design
Nabaz Esmaeilzadeh , Hooshang Talebi *
Abstract:   (17976 Views)
So far, the Plackett-Burman (PB) designs have been considered as saturated non-regular fractional factorial designs for screening purposes. Since introduction of the hidden projection of PB's by Wang and Wu (1995), the estimation capability of such projections onto a subset of factors has been investigated by many researchers. In this paper, by considering the search and estimation capability of a design, we introduce the post-stage search designs, using sparsity principle of factorial effects. That is, by the post-stage property of a design, we mean the capability of such a design in searching and estimating possible nonzero 3-factorial interactions along with estimation of the general mean, main effects and active 2-factor interaction effects, identified in the pre-stage. We show that a 12-runs PB projections onto 4 and 5 factors are post-stage search designs.
Keywords: Plackett-Burman Design, Search Design, Projection of a Design.
Full-Text [PDF 483 kb]   (3396 Downloads)    
Type of Study: Research | Subject: Applied Statistics
Received: 2011/07/4 | Accepted: 2013/08/13 | Published: 2015/06/17
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Esmaeilzadeh N, Talebi H. Post-Stage Search Property of the 12-run Plackett-Burman Design. JSS 2009; 2 (2) :149-162
URL: http://jss.irstat.ir/article-1-19-en.html


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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 2, Issue 2 (2-2009) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences

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