Kempthorne, Oscar

Design and analysis of experiments : introduction to experimental design / Oscar Kempthorne and Klaus Hinkelmann - 2nd ed. - New Delhi : Wiley India, 2014. - 631 p.

Includes bibliographical references (p. 597-612) and index.

Kempthorne and Hinkelmann's second edition is a comprehensive update to a classic text. The book delves deep into the philosophical underpinnings of experimental design, providing a strong theoretical foundation. The authors skillfully blend mathematical rigor with practical applications, making it accessible to both statisticians and researchers from various fields. The focus on intervention studies and the exploration of linear models is particularly valuable. The book's emphasis on fundamental design principles, such as randomization and blocking, is commendable. It provides a clear and concise explanation of these concepts, making them easy to understand and implement. While the book is undoubtedly a valuable resource, some readers may find the mathematical treatment to be somewhat dense. However, for those seeking a deep understanding of experimental design, this book is an essential reference.

9788126552535


Experimental design.
Statistical methods.
Data analysis.
Research methodology.
Linear models
Randomization.
Statistical inference.
Hypothesis testing.
Data interpretation.

001.434 / KEM