Missing Values in Response Surface Designs

Norman R. Drapery

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Optimal Experimental Design Methods Statistical Methods and Bayesian Inference Advanced Statistical Methods and Models

Abstract

The estimation of missing values for a general design is described and discussed. Formulae are provided for the estimation of missing values for two well-known, three factor, second order rotatable designs, with zero to six center points. A worked example illustrates the use of the formulae in the case of the cube plus octahedron plus one center point design.

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References

1960Some New Three Level Designs for the Study of Quantitative Variables 1957Multi-Factor Experimental Designs for Exploring Response Surfaces 1958Experimental Designs, Second Edition.1952The Design and Analysis of Block Experiments 1959Response Surface Designs for Three Factors at Three Levels 1959Third Order Rotatable Designs for Exploring Response Surfaces 1959Second Order Rotatable Designs in Three Dimensions 1960Partial Duplication of Response Surface Designs

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1966A Review of Response Surface Methodology: A Literature Survey

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