Design of Experiments : A Modern Approach

Bradley Jones

ISBN 10: 1119746019 / ISBN 13: 9781119746010

Editore: Wiley Jul 2020, 2020

Riguardo questo articolo

Neuware.

Codice articolo 9781119746010

Dati bibliografici

• Titolo: Design of Experiments : A Modern Approach
• Editore: Wiley Jul 2020
• Data di pubblicazione: 2020
• Lingua: Inglese
• ISBN 10: 1119746019
• ISBN 13: 9781119746010
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 249 L x 203 A x 13 P (millimetri) 249 millimetri di larghezza per 203 millimetri di altezza per 13 millimetri di profondità
• Peso: 635 grammi

Descrizione articolo

Riassunto

Design of Experiments: A Modern Approach introduces readers to planning and conducting experiments, analyzing the resulting data, and obtaining valid and objective conclusions. This innovative textbook uses design optimization 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, randomized complete block design, response surface methodology, designs for nonlinear models, and more. Readers gain a solid understanding of the role of experimentation in technology commercialization and product realization 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.