DOE Simplified: Practical Tools for Effective Experimentation, Third Edition
Autor Mark J. Anderson, Patrick J. Whitcomben Limba Engleză Paperback – 19 mai 2015
Following in the footsteps of its bestselling predecessors, this edition incorporates a lively approach to learning the fundamentals of the design of experiments (DOE). It lightens up the inherently dry complexities with interesting sidebars and amusing anecdotes.
The book explains simple methods for collecting and displaying data and presents comparative experiments for testing hypotheses. Discussing how to block the sources of variation from your analysis, it looks at two-level factorial designs and covers analysis of variance. It also details a four-step planning process for designing and executing experiments that takes statistical power into consideration.
This edition includes a major revision of the software that accompanies the book (via download) and sets the stage for introducing experiment designs where the randomization of one or more hard-to-change factors can be restricted. Along these lines, it includes a new chapter on split plots and adds coverage of a number of recent developments in the design and analysis of experiments.
Readers have access to case studies, problems, practice experiments, a glossary of terms, and a glossary of statistical symbols, as well as a series of dynamic online lectures that cover the first several chapters of the book.
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Specificații
ISBN-13: 9781482218947
ISBN-10: 1482218941
Pagini: 268
Ilustrații: 85 black & white illustrations, 88 black & white tables
Dimensiuni: 178 x 254 x 18 mm
Greutate: 0.36 kg
Ediția:Revised
Editura: Taylor & Francis
Colecția Productivity Press
Locul publicării:Oxford, United Kingdom
ISBN-10: 1482218941
Pagini: 268
Ilustrații: 85 black & white illustrations, 88 black & white tables
Dimensiuni: 178 x 254 x 18 mm
Greutate: 0.36 kg
Ediția:Revised
Editura: Taylor & Francis
Colecția Productivity Press
Locul publicării:Oxford, United Kingdom
Public țintă
Professional Practice & DevelopmentNotă biografică
Patrick J. Whitcomb Mark J. Anderson
Cuprins
PrefaceIntroduction 1 Basic Statistics for DOE 2 Simple Comparative Experiments 3 Two-Level Factorial Design 4 Dealing with Nonnormality via Response Transformations 5 Fractional Factorial 6 Getting the Most from Minimal-Run Designs 7 General Multilevel Categoric Factorials 8 Response Surface Methods for Optimization. 9 Mixture Design 10 Back to the Basics: The Keys to Good DOE. 11 Split-Plot Designs to Accommodate Hard-to-Change Factors 12 Practice Experiments Appendix 1 Appendix 2 GlossaryStatistical Symbols Recommended ReadingsTextbooksCase Study ArticlesAbout the AuthorsAbout the Software.
Descriere
Offering a planned approach for determining cause and effect, this updated edition of a bestseller integrates the authors’ decades of combined experience in providing training, consulting, and computational tools to industrial experimenters. Supplying readers with the statistical means to analyze how numerous variables interact, it is ideal for those seeking breakthroughs in product quality and process efficiency via systematic experimentation. This edition incorporates a lively approach to learning the fundamentals of design of experiments (DOE). It lightens up the inherently dry complexities with interesting sidebars and amusing anecdotes.