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Robust Response Surfaces, Regression, and Positive Data Analyses

Rabindra Nath Das
Format
Book
Published
Boca Raton, FL : CRC Press, Taylor & Francis Group, [2014]
Language
English
ISBN
9781466506770, 1466506776
Related Resources
Cover image
Summary
"The present book initiates the concept of robust response surface designs, along with the relevant regression and positive data analysis techniques. Response surface methodology (RSM), well-known in literature, is widely used in every field of science and technology such as Biology, Natural (Physical/Chemical), Environmental, Medical, Agricultural, Quality engineering etc. RSM is the most popular experimental data generating, modeling and optimization technique in every field of science. It is a particular case of robust response surface methodology (RRSM). RSM has many limitations, and RRSM aims to overcome many of such limitations. Thus, RRSM will be much better than RSM. It is intended for anyone who knows basic concepts of experimental designs and regression analysis. This is the first unique book on RRSM. Every chapter is unique regarding its contents, presentation and organization. Problems on robust response surface designs such as rotatability, slope-rotatability, weak rotatability, optimality, and along with the method of estimation of model parameters, positive data analysis techniques are considered in this book. Some real examples on lifetime responses, resistivity, replicated measures, medical, demography, hydrogeology data etc., are analysed. Some examples (considered in this book) on design of experiments do not satisfy the classical assumptions of response surface methodology."--
Description
xxiii, 311 pages : illustrations ; 27 cm
Notes
Includes bibliographical references (pages 289-306) and index.
Technical Details
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  • Staff View

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    a| unmediated 2| rdamedia
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