dc.contributor.author | Tyssedal, John Sølve | |
dc.contributor.author | Chaudhry, Muhammad Azam | |
dc.date.accessioned | 2018-01-03T09:39:19Z | |
dc.date.available | 2018-01-03T09:39:19Z | |
dc.date.created | 2018-01-02T14:10:49Z | |
dc.date.issued | 2017 | |
dc.identifier.citation | Applied Stochastic Models in Business and Industry. 2017, 33 (6), 662-673. | nb_NO |
dc.identifier.issn | 1524-1904 | |
dc.identifier.uri | http://hdl.handle.net/11250/2474263 | |
dc.description.abstract | A screening design is an experimental plan used for identifying the expectedly few active factors from potentially many. In this paper, we compare the performances of 3 experimental plans, a Plackett-Burman design, a minimum run resolution IV design, and a definitive screening design, all with 12 and 13 runs, when they are used for screening and 3 out of 6 factors are active. The functional relationship between the response and the factors was allowed to be of 2 types, a second-order model and a model with all main effects and interactions included. D-efficiencies for the designs ability to estimate parameters in such models were computed, but it turned out that these are not very informative for comparing the screening performances of the 2-level designs to the definitive screening design. The overall screening performance of the 2-level designs was quite good, but there exist situations where the definitive screening design, allowing both screening and estimation of second-order models in the same operation, has a reasonable high probability of being successful. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | Wiley | nb_NO |
dc.title | The Choice of screening design | nb_NO |
dc.type | Journal article | nb_NO |
dc.type | Peer reviewed | nb_NO |
dc.description.version | acceptedVersion | nb_NO |
dc.source.pagenumber | 662-673 | nb_NO |
dc.source.volume | 33 | nb_NO |
dc.source.journal | Applied Stochastic Models in Business and Industry | nb_NO |
dc.source.issue | 6 | nb_NO |
dc.identifier.doi | 10.1002/asmb.2269 | |
dc.identifier.cristin | 1533850 | |
dc.description.localcode | This is the peer reviewed version of the following article: [The Choice of screening design], which has been published in final form at [http://onlinelibrary.wiley.com/doi/10.1002/asmb.2269/abstract]. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving. Locked until 27.7.2018 due to copyright restrictions. | nb_NO |
cristin.unitcode | 194,63,15,0 | |
cristin.unitname | Institutt for matematiske fag | |
cristin.ispublished | true | |
cristin.fulltext | postprint | |
cristin.qualitycode | 1 | |