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2011 (2)

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Book
Introduction to research : understanding and applying multiple strategies
Authors: ---
ISBN: 9780323068543 Year: 2011 Publisher: St. Louis, Mo. : Elsevier/Mosby,


Book
Optimal design of experiments : a case study approach
Authors: ---
ISBN: 9780470744611 9781119974000 9781119974017 9781119976165 9781119976172 0470744618 Year: 2011 Publisher: Hoboken Wiley

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Abstract

This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples. These examples address questions such as the following: How can I do screening inexpensively if I have dozens of factors to investigate? What can I do if I have day-to-day variability and I can only perform 3 runs a day? How can I do RSM cost effectively if I have categorical factors? How can I design and analyze experiments when there is a factor that can only be changed a few times over the study? How can I include both ingredients in a mixture and processing factors in the same study? How can I design an experiment if there are many factor combinations that are impossible to run? How can I make sure that a time trend due to warming up of equipment does not affect the conclusions from a study? How can I take into account batch information in when designing experiments involving multiple batches? How can I add runs to a botched experiment to resolve ambiguities? While answering these questions the book also shows how to evaluate and compare designs. This allows researchers to make sensible trade-offs between the cost of experimentation and the amount of information they obtain.

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