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A Class of Three-Level Experimental Designs for Response Surface Modeling.
- Article from:
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Technometrics
- Article date:
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May 1, 2000
- Author:
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Copyright informationCOPYRIGHT 2000 American Statistical Association. This material is published under license from the publisher through the Gale Group, Farmington Hills, Michigan. All inquiries regarding rights should be directed to the Gale Group. (Hide copyright information)
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Most empirically constructed response surface models are based on polynomials containing terms of order 2 or less. Experimental designs involving three equally spaced levels of each factor are popular choices for collecting data to fit such models. Because complete three-level factorial plans require more experimental runs than can usually be accommodated in practice, smaller designs are typically used. The families of three-level designs most often used in this context are the Box-Behnken plans and various forms of the central composite designs. This article introduces a different method for constructing composite designs, motivated by notions of sequential experimentation and ...
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