Praise for the Second Edition : "This book [is for]
anyone who would like a good, solid understanding of
response surface methodology. The book is easy to read,
easy to understand, and very applicable. The examples
are excellent and facilitate learning of the concepts
and methods." — Journal of Quality Technology Complete
with updates that capture the important advances in the
field of experimental design, Response Surface
Methodology , Third Edition successfully provides a
basic foundation for understanding and implementing
response surface methodology (RSM) in modern
applications. The book continues to outline the
essential statistical experimental design fundamentals,
regression modeling techniques, and elementary
optimization methods that are needed to fit a response
surface model from experimental data. With its wealth of
new examples and use of the most up–to–date software
packages, this book serves as a complete and modern
introduction to RSM and its uses across scientific and
industrial research. This new edition maintains its
accessible approach to RSM, with coverage of classical
and modern response surface designs. Numerous new
developments in RSM are also treated in full, including
optimal designs for RSM, robust design, methods for
design evaluation, and experiments with restrictions on
randomization as well as the expanded integration of
these concepts into computer software. Additional
features of the Third Edition include: Inclusion of
split–plot designs in discussion of two–level factorial
designs, two–level fractional factorial designs,
steepest ascent, and second–order models A new section
on the Hoke design for second–order response surfaces
New material on experiments with computer models Updated
optimization techniques useful in RSM, including
multiple responses Thorough treatment of presented
examples and experiments using JMP 7, Design–Expert
Version 7, and SAS software packages Revised and new
exercises at the end of each chapter An extensive
references section, directing the reader to the most
current RSM research Assuming only a fundamental
background in statistical models and matrix algebra,
Response Surface Methodology , Third Edition is an ideal
book for statistics, engineering, and physical sciences
courses at the upper–undergraduate and graduate levels.
It is also a valuable reference for applied
statisticians and practicing engineers.
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