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Robust split-plot designs for model misspecification

Published in Journal of Quality Technology • Jan 2, 2018
NobleIDNI7P31W03R39S91
Authors:
Chang‐Yun Lin

Abstract

Many existing methods for constructing optimal split-plot designs, such as D-optimal or A-optimal designs, focus only on minimizing the variance of the parameter estimates for the fitted model. However, the true model is usually more complicated; hence, the fitted model is often misspecified. If sig...

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