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Experiments
Planning, Analysis, and Optimization
Second Edition
C.
F.
JEFFWU
School
of
IndustriaJ
and
Systems
Engineering
Georgia
Institute of
Technology
Atlanta,
Georgia
MICHAEL
S.
HAMADA
Los
Alamos
NationaJ
Laboratory
Los
Alamos,
New
Mexico
~WILEY
A
JOHN
WILEY
&
SONS,
INC.,
PUBLICATION
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UbrQry
of
COllgress
CIIIlI/ogillg-Ul-Publicalioll
DIIIlI:
Wu.
Chien-Fu Jeff.
Experiments: planning. analysis. and optimization
I
C.
F.
Jeff
Wu.
Michael S. Hamada. -
2nd ed.
p.
cm.
Includes index.
ISBN 978-0-471-69946-0 (cloth)
I. Experimental design. I. Hamada, Michael, 1955-
II. Title.
QA279.W7
2009
519.5·7-dc22
Printed in United States
of
America
10
9 8 7 6 5 4 3 2 I
2008049909
To
my
parents
and
Jung
Hee,
Christina,
and
Alexandra
M.
S.
H.
To
my
mother
and
family
C. F.
J.
W.
[...]... provided more explanation and details to clarify the calculations required in the various data analyses considered The ideas, derivations, and data analysis illustrations are presented at a more leisurely pace than in the first edition For example, first edition Chapter 1 has been expanded into second edition Chapters 1 and 2 Consequently, second edition Chapters 3-14 correspond to first edition Chapters 2-13... equally well and one must be chosen for optimization For further discussion on the planning of experiments, see Coleman and Montgomery (1993), Knowlton and Keppinger (1993), and Barton (1997) 1.3 FUNDAMENTAL PRINCIPLES: REPLICATION, RANDOMIZATION, AND BLOCKING There are three fundamental principles that need to be considered in the design of an experiment: replication, randomization, and blocking Other... attention in standard application-oriented texts These include mixed two- and four-level designs, the method of collapsing for generating xix xx PREFACE TO THE FIRST EDITION orthogonal main-effect plans, Plackett-Burman designs, and mixed-level orthogonal wTays The main goal of writing this book is to fill in these gaps and present a new and integrated system of expelimental design and analysis, which... to the Second Edition Nearly a decade has passed since the publication of the first edition Many instructors have used the first edition to teach master's and Ph.D students Based on their feedback and our own teaching experience, it became clear that we needed to revise the book to make it more accessible to a larger audience, including upper-level undergraduates To this end, we have expanded and reorganized... planning techniques, and modeling and analysis strategies Chapter 12 is concerned with experiments for reliability improvement Both failure time data and degradation data are considered Chapter 13 is concerned with experiments with nonnonnal responses Several approaches to analysis are considered, including generalized linear models and Bayesian methods xxi PREFACE TO THE FIRST EDITION The book has... and at the University of Waterloo (1988-1995) with support from the Natural Sciences and Engineering Research Council of Canada and the GMINSERC Chair in Quality and Productivity We have benefited from the comments and assistance of many col1eagues and fonner students, including Julie Berube, Derek Bingham, Ching-Shui Cheng, Hugh Chipman, David Fenscik, Xiaoli Hou, Longcheen Huwang, Bill Meeker, Randy... Design Matrix and Response Data, Ranitidine Experiment 460 Design Matrix and Yield Data for First-Order Design 467 Design Matrix and Yield Data for Second- Order Design 469 Design Matrix, Ranitidine Screening Experiment 473 Design Matrix and Response Data, Final Second- Order Ranitidine Experiment 479 Runs Along the First Steepest Ascent Direction 496 Central Composite Design 496 Design Matrix and Response... between the conclusions from the analysis and th~ original objectives of the investigation Experimentation is used to understand and/ or improve a system A systerr can be a product or process A product can be one developed in engineering biology, or the physical sciences A process can be a manufacturing process, f Experiments, Second Edition By C F Jeff Wu and Michael S Hamada Convright . Experiments
Planning, Analysis, and Optimization
Second Edition
C.
F.
JEFFWU
School
of
IndustriaJ
and
Systems
Engineering.
in
the first edition. For example, first edition Chapter 1 has been expanded
into second edition Chapters 1 and
2.
Consequently, second edition Chapters
Ngày đăng: 05/03/2014, 11:20
Xem thêm: Experiments Planning, Analysis, and Optimization Second Edition pdf, Experiments Planning, Analysis, and Optimization Second Edition pdf, App. D: Upper Percentiles of the F Distribution, App. E: Upper Percentiles of the Studentized Range Distribution, App. F: Upper Percentiles of the Studentized Maximum Modulus Distribution, App. H: Critical Values for Lenth's Method