A Useful Method For Model-Building

George E. P. Box · William G. Hunter

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Optimal Experimental Design Methods Statistical Methods and Applications Advanced Statistical Methods and Models

Abstract

A simple technique useful in iterative model-building is described. In this a statistical analysis is applied to the estimated parameters rather than to the observations directly. This mode of procedure pinpoints the source and nature of possible inadequacies and these, interacting with the experimenter's special knowledge of the problem, can suggest what modifications are necessary for improvement. The cycle may be repeated till an adequate model, which should of course be checked by additional critical experiments, is found.

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1959Use of Half-Normal Plots in Interpreting Factorial Two-Level Experiments 1961The 2k—pFractional Factorial Designs 2000The 2 k-p Fractional Factorial Designs Part I

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