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  3. Design of Comparative Experiments
  • Cited by 191
Publisher:
Cambridge University Press
Online publication date:
October 2009
Print publication year:
2008
Online ISBN:
9780511611483
DOI:
https://doi.org/10.1017/CBO9780511611483
Subjects:
Epidemiology Public Health and Medical Statistics, Medicine, General Statistics and Probability, Statistical Theory and Methods, Statistics and Probability
Series:
Cambridge Series in Statistical and Probabilistic Mathematics (25)
Information

Book description

This book should be on the shelf of every practising statistician who designs experiments. Good design considers units and treatments first, and then allocates treatments to units. It does not choose from a menu of named designs. This approach requires a notation for units that does not depend on the treatments applied. Most structure on the set of observational units, or on the set of treatments, can be defined by factors. This book develops a coherent framework for thinking about factors and their relationships, including the use of Hasse diagrams. These are used to elucidate structure, calculate degrees of freedom and allocate treatment subspaces to appropriate strata. Based on a one-term course the author has taught since 1989, the book is ideal for advanced undergraduate and beginning graduate courses. Examples, exercises and discussion questions are drawn from a wide range of real applications: from drug development, to agriculture, to manufacturing.

Reviews

'Rosemary Bailey has made wonderful contributions to applications and theory of the design of statistical experiments. She has woven these and her love of the history and philosophy of the subject into an accessible textbook. A terrific achievement.'

Persi Diaconis - Stanford University

'This is ‘the beauty and joy of experimental design’: a mathematically beautiful and eloquently written treatise by the master!'

Geert Molenberghs - Universiteit Hasselt, Belgium

‘A definitive treatment. Rothamsted experimental design lucidly expounded from a modern viewpoint.’

Terry Speed - The Walter & Eliza Hall Institute of Medical Research, Australia

'This excellent book clearly presents elegant, general and simplifying theory, combining valuable practical advice with a large number of real examples. It treats the design of comparative experiments with a unique approach not seen in other books …A must-read for anyone designing experiments or wanting to learn about the design of experiments.'

Ching-Shui Cheng - University of California, Berkeley

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