With a growing number of scientists and engineers using JMP
software for design of experiments, there is a need for an
example-driven book that supports the most widely used textbook on
the subject, Design and Analysis of Experiments by Douglas C.
Montgomery. Design and Analysis of Experiments by Douglas
Montgomery: A Supplement for Using JMP meets this need and
demonstrates all of the examples from the Montgomery text using
JMP. In addition to scientists and engineers, undergraduate and
graduate students will benefit greatly from this book. While users
need to learn the theory, they also need to learn how to implement
this theory efficiently on their academic projects and industry
problems. In this first book of its kind using JMP software,
Rushing, Karl and Wisnowski demonstrate how to design and analyze
experiments for improving the quality, efficiency, and performance
of working systems using JMP. Topics include JMP software,
two-sample t-test, ANOVA, regression, design of experiments,
blocking, factorial designs, fractional-factorial designs, central
composite designs, Box-Behnken designs, split-plot designs, optimal
designs, mixture designs, and 2 k factorial designs. JMP platforms
used include Custom Design, Screening Design, Response Surface
Design, Mixture Design, Distribution, Fit Y by X, Matched Pairs,
Fit Model, and Profiler. With JMP software, Montgomery's textbook,
and Design and Analysis of Experiments by Douglas Montgomery: A
Supplement for Using JMP, users will be able to fit the design to
the problem, instead of fitting the problem to the design.
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