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Article
Step-Up Simultaneous Tests for Identifying Active Effects in Orthogonal Saturated Designs
Annals of Statistics
  • Samuel S Wu
  • Weizhen Wang, Wright State University - Main Campus
Document Type
Article
Publication Date
2-1-2007
Abstract
A sequence of null hypotheses regarding the number of negligible effects (zero effects) in orthogonal saturated designs is formulated. Two step-up simultaneous testing procedures are proposed to identify active effects (nonzero effects) under the commonly used assumption of effect sparsity. It is shown that each procedure controls the experimentwise error rate at a given alpha level in the strong sense.
DOI
10.1214/009053606000001136
Citation Information
Samuel S Wu and Weizhen Wang. "Step-Up Simultaneous Tests for Identifying Active Effects in Orthogonal Saturated Designs" Annals of Statistics Vol. 35 Iss. 1 (2007) p. 449 - 463 ISSN: 0090-5364
Available at: http://works.bepress.com/weizhen_wang/1/