Design and Analysis of Experiments
This textbook takes a strategic approach to the broad-reaching subject of experimental design by identifying the objectives behind an experiment and teaching practical considerations that govern design and implementation, concepts that serve as the basis
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Angela Dean Daniel Voss Danel Draguljić
Design and Analysis of Experiments Second Edition
Springer Texts in Statistics Series editors R. DeVeaux S.E. Fienberg I. Olkin
More information about this series at http://www.springer.com/series/417
Angela Dean Daniel Voss Danel Draguljić •
Design and Analysis of Experiments Second Edition
123
Angela Dean The Ohio State University Columbus, OH USA
Danel Draguljić Franklin & Marshall College Lancaster, PA USA
Daniel Voss Wright State University Dayton, OH USA
ISSN 1431-875X Springer Texts in Statistics ISBN 978-3-319-52248-7 DOI 10.1007/978-3-319-52250-0
ISSN 2197-4136
(electronic)
ISBN 978-3-319-52250-0
(eBook)
Library of Congress Control Number: 2016963195 1st edition: © Springer-Verlag New York, Inc. 1999 2nd edition: © Springer International Publishing AG 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface to the Second Edition
Since writing the first edition of Design and Analysis of Experiments, there have been a number of additions to the research investigator’s toolbox. In this second edition, we have incorporated a few of these modern topics. Small screening designs are now becoming prevalent in industry for aiding the search for a few influential factors from amongst a large pool of factors of potential interest. In Chap. 15, we have expanded the material on saturated designs and introduced the topic of supersaturated designs which have fewer observations than the number of factors being investigated. We have illustrated that useful information can be gleaned about influential factors through the use of supersaturated designs even though their contrast estimators are c
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