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Design of Experiments

A Modern Approach
By Bradley Jones and Douglas C. Montgomery
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Book Hero Magic crafted this summary to help describe this book. While it's new and still learning, it may not be perfect - your feedback is welcome! Summary
Design of Experiments: A Modern Approach guides readers through planning, conducting, and analysing experiments with a focus on practical applications in engineering, science, and business. It emphasises design optimisation rather than traditional orthogonal designs, making complex concepts accessible with only basic statistics and matrix algebra background. Covering a broad range of experiment types, the book explores topics from simple comparative experiments to response surface methodology and nonlinear model designs.

This textbook also highlights the importance of experimentation in product design, manufacturing, process improvement, and diverse business contexts like marketing and e-commerce.
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Format: Paperback / softback
$41999
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?

Ideal for students and professionals in engineering, science, and business seeking a practical, modern approach to experimental design. Suitable for those with introductory knowledge of statistics and matrix algebra who want to deepen their understanding of designing effective experiments.

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Book Hero Magic formatted this description to make it easier to read. While it's new and still learning, it may not be perfect - your feedback is welcome! Description

Design of Experiments: A Modern Approach introduces readers to planning and conducting experiments, analysing the resulting data, and obtaining valid and objective conclusions. This innovative textbook uses design optimisation as its design construction approach, focusing on practical experiments in engineering, science, and business rather than orthogonal designs and extensive analysis. Requiring only first-course knowledge of statistics and familiarity with matrix algebra, student-friendly chapters cover the design process for a range of various types of experiments.

The text follows a traditional outline for a design of experiments course, beginning with an introduction to the topic, historical notes, a review of fundamental statistics concepts, and a systematic process for designing and conducting experiments. Subsequent chapters cover simple comparative experiments, variance analysis, two-factor factorial experiments, randomised complete block design, response surface methodology, designs for nonlinear models, and more. Readers gain a solid understanding of the role of experimentation in technology commercialisation and product realisation activities—including new product design, manufacturing process development, and process improvement—as well as many applications of designed experiments in other areas such as marketing, service operations, e-commerce, and general business operations.

Book Details

INFORMATION

ISBN: 9781119746010

Publisher: John Wiley & Sons Inc

Format: Paperback / softback

Date Published: 02 March 2021

Country: United States

Imprint: John Wiley & Sons Inc

Audience: Tertiary education

DIMENSIONS

Spine width: 13.0mm

Width: 201.0mm

Height: 252.0mm

Weight: 476g

Pages: 272

Collections

Bradley Jones Douglas C. Montgomery Education & Reference Engineering, Technology & Agriculture Non-Fiction

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