A PERMUTATION TEST FOR EFFECTS IN AN UNREPLICATED FACTORIAL DESIGN

Citation
Tm. Loughin et W. Noble, A PERMUTATION TEST FOR EFFECTS IN AN UNREPLICATED FACTORIAL DESIGN, Technometrics, 39(2), 1997, pp. 180-190
Citations number
23
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00401706
Volume
39
Issue
2
Year of publication
1997
Pages
180 - 190
Database
ISI
SICI code
0040-1706(1997)39:2<180:APTFEI>2.0.ZU;2-B
Abstract
A permutation test is proposed for examining the significance of effec ts in unreplicated factorial experiments. The procedure tests each eff ect with a separate sampling distribution using a test statistic that is equivalent to the optimal invariant decision rule of Birnbaum. The proposed test is more flexible than other methods proposed for the sam e situation because it requires no a priori assumptions regarding the underlying distribution of the data nor does it impose any practical r estriction on the number of potentially significant effects present.