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of Congress Cataloging-in-Publication Data: Montgomery, Douglas C. Design and analysis of experiments A comprehensive overview of experimental design at the advanced levelThe development and introduction of new experimenta . This text covers the basic topics in experimental design and analysis and of Moore and McCabe's Introduction to the Practice of Statistics (Moore and. Design and Analysis of Experiments Eighth Edition DOUGLAS C. MONTGOMERY Arizona State University John Wiley & Sons, Inc. VICE PRESIDENT AND PUBLISHER Donald To obtain a mathematical model in order to predict future responses. Fundamental to experimental design are replication, blocking, and randomization, discussed Design and Analysis of Experiments, Volume 1, Second Edition provides a general introduction to the philosophy, theory, and practice of designing scientificDesign and Analysis of Experiments, 9th Part 1 – Introduction. Chapter 1, Text Running the trials in an experiment in random order.