Home » Experimental Design: A Chemometric Approach. Data Handling in Science and Technology, Volume 3. by Stanley N. Deming
Experimental Design: A Chemometric Approach. Data Handling in Science and Technology, Volume 3. Stanley N. Deming

Experimental Design: A Chemometric Approach. Data Handling in Science and Technology, Volume 3.

Stanley N. Deming

Published January 1st 1987
ISBN : 9781281781123
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 About the Book 

Unlike most current textbooks, it approaches experimental design from the point of view of the experimenter, rather than that of the statistician. The book first introduces the reader to the fundamentals of experimental design. Systems theory,MoreUnlike most current textbooks, it approaches experimental design from the point of view of the experimenter, rather than that of the statistician. 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.