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Optimal Design for Nonlinear Response Models,9781439821510
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Optimal Design for Nonlinear Response Models

by ;
Edition:
1st
ISBN13:

9781439821510

ISBN10:
1439821518
Format:
Hardcover
Pub. Date:
7/1/2013
Publisher(s):
CRC Press
List Price: $89.95

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This is the 1st edition with a publication date of 7/1/2013.
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Summary

This book examines the theory of optimal model-based design and provides examples of optimal designs for various models, mostly related to biopharmaceutical applications, such as dose-response studies. The authors pay special attention to adaptive or sequential optimal designs for nonlinear regression models when estimation and optimal design are performed in stages. Ideal for researchers in regression analysis and experimental design, the text illustrates optimal designs for various models using an example of the application of a first-order optimization algorithm in the space of information matrices, which is implemented in both MATLAB ® and SAS.


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