[share_ebook] Experimental Design for Formulation (ASA-SIAM Series on Statistics and Applied Probability)


Author: Wendell F. Smith

Date: 2011-03-02

Pages: 367

Publisher: SIAM: Society for Industrial and Applied Mathematics

Category: Study

Tag: Mathematics


Posted on 2011-10-02, by sharebookfree.

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Experimental Design for Formulation (ASA-SIAM Series on Statistics and Applied Probability)


Experimental Design for Formulation (ASA-SIAM Series on Statistics and Applied Probability)
Wendell F. Smith | SIAM: Society for Industrial and Applied Mathematics | 2011-03-02 | 367 pages | English | PDF

This book describes a systematic methodology for formulating mixed-ingredient products so that they perform to particular standards, providing scientists and engineers with a fast track to the implementation of the methodology. Examples from a wide variety of fields are included, as well as a discussion of how to design experiments for a mixture setting and how to fit and interpret models in a mixture setting. It also introduces process variables, the combining of mixture and nonmixture variables in a designed experiment, and the concept of collinearity and the possible problems that can result from its presence. The book is a useful manual for the formulator and can also be used by a resident statistician to teach an in-house short course. Statistical proofs are largely absent, and the formulas that are presented are included to explain how the various software packages carry out the analysis.


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