Design of comparative 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 stru…
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- Full title :Design of comparative experiments / R.A. Bailey.
Summary
"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."--Jacket.
Read More ↓Edition Statements
- Publication Date:2008.
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2008.
The Physical Object
- Description:xiii, 330 pages : : illustrations ; : 26 cm
Edition Identifiers
- ISBN:9780521683579, 0521683572, 9780521865067, 0521865069
- oclc:ocn226279961
- LC Classification:QA279
- Dewey Decimal:519.57
Table of Contents
Forward look -- Unstructured experiments -- Simple treatment structure -- Blocking -- Factorial treatment structure -- Row-column designs -- Experiments on people and animals -- Small units inside large units -- More about Latin squares -- The calculus of factors -- Incomplete-block designs -- Factorial designs in incomplete blocks -- Fractional factorial designs -- Backward look.
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