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Trends in Chemical Engineering   Volumes    Volume 19 
Abstract
A primer on constructing I-optimal designs for mixtures using R – Part II: 4-component mixtures
Stuart H. Munson-McGee, Aravind Mannarswamy, Paul K. Andersen
Pages: 69 - 83
Number of pages: 15
Trends in Chemical Engineering
Volume 19 

Copyright © 2021 Research Trends. All rights reserved

ABSTRACT
 
In the second installment in this series, applications of locally I-optimal designs for unconstrained and constrained 4-component mixtures are discussed. Locally I-optimal designs, which minimize the average prediction variance, are extremely useful when the objective is to develop a high-quality response surface approximation. A simple technique to generate the designs using the trace of the weighted moments matrix is discussed and then applied to several practical examples. For unconstrained 4-component mixtures, locally I-optimal designs are compared to traditional designs. The example for a constrained 4-component mixture is used to illustrate how the technique can be applied to satisfy various design criteria.
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