Experimental Design

A Chemometric Approach

Verfasser / Beitragende:
Deming, Stanley N.; Morgan, Stephen L.
Ort, Verlag, Jahr:
[S.l.], San Diego : Elsevier Science [Imprint], Elsevier Science & Technology Books, 1993
Beschreibung:
1 online resource (437 p.) : ill
Format:
Buch (online)
Ausgabe:
2nd ed.,Revised
Online Zugang:
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100 1 |a Deming  |D Stanley N.  |d 1944-  |e Author 
245 1 0 |a Experimental Design  |h [Elektronische Daten]  |b A Chemometric Approach 
250 |a 2nd ed.,Revised 
260 |a [S.l.]  |a San Diego  |b Elsevier Science [Imprint]  |b Elsevier Science & Technology Books  |c June 1993 
300 |a 1 online resource (437 p.)  |b ill 
490 0 |a Data Handling in Science and Technology Ser.  |v Vol. 3 
506 |a Lizenzbedingungen können den Zugang einschränken. License restrictions may limit access. 
520 8 |a Annotation  |b Now available is the second edition of 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) N.R. Draper reviewed the first edition in Publication of the International Statistical Institute "...discussion is careful, sensible, amicable, and modern and can be recommended for the intended readership." The scope of the first edition has been revised, enlarged and expanded. Approximately 30% of the text is new. 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. 
521 |a Scholarly & Professional  |b Elsevier Science & Technology Books 
690 4 |B u  |a Experimental Design 
690 4 |B u  |a Chemistry  |x Statistical Methods 
690 4 |B u  |a Chemistry, Analytic 
700 1 |a Morgan  |D Stephen L.  |d 1949-  |e Author 
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950 |B IDSBB  |P 700  |E 1-  |a Morgan  |D Stephen L.  |d 1949-  |e Author 
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