4.4 Article

Split-Plot Designs: What, Why, and How

Journal

JOURNAL OF QUALITY TECHNOLOGY
Volume 41, Issue 4, Pages 340-361

Publisher

TAYLOR & FRANCIS INC
DOI: 10.1080/00224065.2009.11917790

Keywords

Block Designs; Completely Randomized Designs; Factorial Designs; Fractional Factorial Designs; Optimal Designs; Random-Effects Model; Random-Run-Order Designs; Response Surface Designs; Robust Parameter Designs

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The past decade has seen rapid advances in the development of new methods for the design and analysis of split-plot experiments. Unfortunately, the value of these designs for industrial experimentation has not been fully appreciated. In this paper, we review recent developments and provide guidelines for the use of split-plot designs in industrial applications.

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