Principles of Experimental Design and Analysis

ISBN-13: 9780412605703 / Angielski / Twarda / 1994 / 410 str.

Alberto Garcia-Diaz; A. Garcia-Diaz; D. T. Phillips

Opis

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.

Recenzje

...includes meaningful case studies... - IIE Transactions.

Spis treści

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.