Design and Analysis of Experiments: Classical and Regression Approaches with SAS (Statistics: A Series of Textbooks and Monographs) - Softcover

Onyiah, Leonard C.

Softcover

ISBN 10: 0367387077 ISBN 13: 9780367387075

Publisher: Chapman and Hall/CRC, 2019

Synopsis

Unlike other books on the modeling and analysis of experimental data, Design and Analysis of Experiments: Classical and Regression Approaches with SAS not only covers classical experimental design theory, it also explores regression approaches. Capitalizing on the availability of cutting-edge software, the author uses both manual methods and SAS programs to carry out analyses.

The book presents most of the different designs covered in a typical experimental design course. It discusses the requirements for good experimentation, the completely randomized design, the use of orthogonal contrast to test hypotheses, and the model adequacy check. With an emphasis on two-factor factorial experiments, the author analyzes repeated measures as well as fixed, random, and mixed effects models. He also describes designs with randomization restrictions, before delving into the special cases of the 2k and 3k factorial designs, including fractional replication and confounding. In addition, the book covers response surfaces, balanced incomplete block and hierarchical designs, ANOVA, ANCOVA, and MANOVA.

Fortifying the theory and computations with practical exercises and supplemental material, this distinctive text provides a modern, comprehensive treatment of experimental design and analysis.

About this title

About the Author

Onyiah, Leonard C.

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2019
• Language: English
• ISBN 10: 0367387077
• ISBN 13: 9780367387075
• Binding: Paperback
• Edition number: 1
• Number of pages: 856