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2007.162: Blocking response surface designs

2007.162: P. Goos and A.N. Donev (2005) Blocking response surface designs. Computational Statistics and Data Analysis, 51 (2). pp. 1075-1088. ISSN 0167-9473

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DOI: 10.1016/j.csda.2005.11.003

Abstract

The design of experiments involving more than one blocking factor and quantitative explanatory variables is discussed, the focus being on two key aspects of blocked response surface designs: optimality and orthogonality. First, conditions for orthogonally blocked experiments are derived. Next, an algorithmic approach to compute D-optimal designs is presented. Finally, the relationships between design optimality and orthogonality in the context of response surface experiments are discussed in detail.

Item Type:Article
Uncontrolled Keywords:Exchange algorithm; D-optimality; Fixed blocks; Random blocks; Orthogonality
Subjects:MSC 2000 > 62 Statistics
MIMS number:2007.162
Deposited By:Mrs Louise Healey
Deposited On:19 November 2007

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