A Comprehensive Guide to Factorial Two-Level Experimentation

2009
ISBN: 978-1-4899-8270-4
Verlag: Springer

Buch, Englisch, 545 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 850 g

This book contains the most comprehensive coverage available anywhere for two-level factorial designs.

The re-analysis of 50 published examples serves as a how-to guide for analysis of the many types of full factorial and fractional factorial designs.

By focusing on two-level designs, this book is accessible to a wide audience of practitioners who use planned experiments.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Mee, Robert

Fachgebiete

• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Industrielle Qualitätskontrolle
• Technische Wissenschaften Technik Allgemein Modellierung & Simulation
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Wirtschaftswissenschaften Betriebswirtschaft Management Qualitätsmanagement, Qualitätssicherung (QS), Total Quality Management (TQM)
• Wirtschaftswissenschaften Betriebswirtschaft Bereichsspezifisches Management Produktionsmanagement, Qualitätskontrolle

Inhaltsverzeichnis

Full Factorial Designs.- to Full Factorial Designs with Two-Level Factors.- Analysis of Full Factorial Experiments.- Common Randomization Restrictions.- More Full Factorial Design Examples.- Fractional Factorial Designs.- Fractional Factorial Designs: The Basics.- Fractional Factorial Designs for Estimating Main Effects.- Designs for Estimating Main Effects and Some Two-Factor Interactions.- Resolution V Fractional Factorial Designs.- Augmenting Fractional Factorial Designs.- Fractional Factorial Designs with Randomization Restrictions.- More Fractional Factorial Design Examples.- Additional Topics.- Response Surface Methods and Second-Order Designs.- Special Topics Regarding the Design.- Special Topics Regarding the Analysis.- Appendices and Tables.- Upper Percentiles of t Distributions, t.- Upper Percentiles of F Distributions, F.- Upper Percentiles for Lenth t Statistics, and.- Computing Upper Percentiles for Maximum Studentized Residual.- Orthogonal Blocking for Full 2 Factorial Designs.- Column Labels of Generators for Regular Fractional Factorial Designs.- Tables of Minimum Aberration Regular Fractional Factorial Designs.- Minimum Aberration Blocking Schemes for Fractional Factorial Designs.- Alias Matrix Derivation.- Distinguishing Among Fractional Factorial Designs.