Design and Analysis of Experiments by Douglas Montgomery

1st Edition

A Supplement for Using JMP

Heath Rushing; Andrew Karl; James Wisnowski
eISBN-13: 9781612908014

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Additional Book Details

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.


Book Review


"What a powerful combinationthe definitive text on experimental design coupled with the most powerful statistical software package around! This extremely thorough and wonderfully easy to follow experimental design practitioner guide will be a welcome addition to the library of any practicing statistician. All the important concepts detailed by Professor Douglas Montgomery come alive with the JMP illustrations provided by the authors. This supplement is definitely needed because JMP has so much capability and flexibility that it is often not clear how to implement all its functionality. The illustrations provided make it crystal clear how best to practice design of experiments with statistical software."


Jim Simpson

JK Analytics, LLC


Additional resources for this book can be found by accessing the link below.

Sold By SAS Institute
ISBNs 9781612909967, 9781642953145, 9781612907253, 9781612908014
Publish Year 2013
Language English
Number of Pages 302
Edition 1st
Website https://support.sas.com/rushing