Principles of Experimental Design and Analysis

1994
ISBN: 978-0-412-60570-3
Verlag: Springer Netherlands

Buch, Englisch, 410 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 1730 g

This book presents the fundamental concepts, theory and procedures used in the analysis of experimental data in a clear and concise fashion, without allowing the mathematical element to become unnecessarily burdensome. It is an introductory text written for engineering students which allows a well-balanced treatment of theory and applications. A wealth of case studies are also included.

Zielgruppe

Research

Autoren/Hrsg.

Phillips, D. T.

Garcia-Diaz, A.

Fachgebiete

• Technische Wissenschaften Maschinenbau | Werkstoffkunde Maschinenbau
• Geisteswissenschaften Design Produktdesign, Industriedesign
• Technische Wissenschaften Technik Allgemein Konstruktionslehre und -technik

Inhaltsverzeichnis

The statistical approach. Basic statistical concepts. Statistical analysis of completely randomized one-factor experiments. After-ANOVA tests. Analysis of single-factor experiments using randomized block designs. Latin, Graeco-Latin and Youden squares. Factorial experiments. Two-level factorial experiments. Blocking in two-level factorial experiments. Special topics in the analysis of unreplicated two-level factorial experiments. Two-level fractional factorial designs. Three-level fractional factorial designs. Response surface methodology. Taguchi methods. Nested factor and split plot experimental designs. Procedures for selecting fractional factorial designs. Appendix A: An interactive microcomputer methodology. Appendix B: Statistical tables. Index.