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Experimental design : a chemometric approach /

Now available in a paperback edition is a book which has been described as " ... an exceptionally lucid, easy-to-read presentation ... would be an excellent addition to the collection of every analytical chemist. I recommend it with great enthusiasm.'' (Analytical Chemistry). Unlike m...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Deming, Stanley N., 1944-
Otros Autores: Morgan, Stephen L., 1949-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; New York : New York, NY, U.S.A. : Elsevier ; Distributors for the U.S. and Canada, Elsevier Science Pub. Co., 1987.
Colección:Data handling in science and technology ; v. 3.
Temas:
Acceso en línea:Texto completo
Texto completo

MARC

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072 7 |a SCI  |x 013010  |2 bisacsh 
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100 1 |a Deming, Stanley N.,  |d 1944- 
245 1 0 |a Experimental design :  |b a chemometric approach /  |c Stanley N. Deming and Stephen L. Morgan. 
260 |a Amsterdam ;  |a New York :  |b Elsevier ;  |a New York, NY, U.S.A. :  |b Distributors for the U.S. and Canada, Elsevier Science Pub. Co.,  |c 1987. 
300 |a 1 online resource (xiii, 285 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Data handling in science and technology ;  |v v. 3 
504 |a Includes bibliographical references and index. 
505 0 |a System theory -- Response surfaces -- Basic statistics -- One experiment -- Two experiments -- Hypothesis testing -- The variance-covariance matrix -- Three experiments -- Analysis of variance (ANOVA) for linear models -- A ten-experiment example -- Approximating a region of a multifactor response surface -- Additional multifactor concepts and experimental designs. 
520 |a Now available in a paperback edition is a book which has been described as " ... an exceptionally lucid, easy-to-read presentation ... would be an excellent addition to the collection of every analytical chemist. I recommend it with great enthusiasm.'' (Analytical Chemistry). Unlike most current textbooks, it approaches experimental design from the point of view of the experimenter, rather than that of the statistician. As the reviewer in `Analytical Chemistry' went on to say: ``Deming and Morgan should be given high praise for bringing the principles of experimental design to the level of the practicing analytical chemist.''. The book first introduces the reader to the fundamentals of experimental design. Systems theory, response surface concepts, and basic statistics serve as a basis for the further development of matrix least squares and hypothesis testing. The effects of different experimental designs and different models on the variance-covariance matrix and on the analysis of variance (ANOVA) are extensively discussed. Applications and advanced topics (such as confidence bands, rotatability, and confounding) complete the text. Numerous worked examples are presented. The clear and practical approach adopted by the authors makes the book applicable to a wide audience. It will appeal particularly to those with a practical need (scientists, engineers, managers, research workers) who have completed their formal education but who still need to know efficient ways of carrying out experiments. It will also be an ideal text for advanced undergraduate and graduate students following courses in chemometrics, data acquisition and treatment, and design of experiments 
588 0 |a Print version record. 
650 0 |a Chemometrics. 
650 0 |a Experimental design. 
650 2 |a Research Design  |0 (DNLM)D012107 
650 6 |a Chimiom�etrie.  |0 (CaQQLa)201-0424974 
650 6 |a Plan d'exp�erience.  |0 (CaQQLa)201-0002591 
650 7 |a SCIENCE  |x Chemistry  |x Analytic.  |2 bisacsh 
650 7 |a Chemometrics  |2 fast  |0 (OCoLC)fst01736550 
650 7 |a Experimental design  |2 fast  |0 (OCoLC)fst00918404 
650 1 7 |a Chemometrie.  |2 gtt 
650 1 7 |a Statistische methoden.  |2 gtt 
650 1 7 |a Experimenteel ontwerp.  |2 gtt 
650 1 7 |a Chemische analyses.  |2 gtt 
650 1 7 |a Systeemtheorie.  |2 gtt 
653 |a Statistical mathematics - For experimental design 
700 1 |a Morgan, Stephen L.,  |d 1949- 
776 0 8 |i Print version:  |a Deming, Stanley N., 1944-  |t Experimental design.  |d Amsterdam ; New York : Elsevier ; New York, NY, U.S.A. : Distributors for the U.S. and Canada, Elsevier Science Pub. Co., 1987  |z 0444427341  |z 9780444427342  |w (DLC) 86032825  |w (OCoLC)15016462 
830 0 |a Data handling in science and technology ;  |v v. 3. 
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856 4 0 |u https://sciencedirect.uam.elogim.com/science/bookseries/09223487/3  |z Texto completo