Design of comparative experiments

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 th...

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1. Verfasser: Bailey, R.
Format: E-Book
Sprache:English
Veröffentlicht: Cambridge Cambridge University Press 2008
Schriftenreihe:Cambridge series on statistical and probabilistic mathematics 25
Online-Zugang:Volltext
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Design of comparative experiments R.A. Bailey
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Cambridge series on statistical and probabilistic mathematics 25
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.
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spellingShingle Bailey, R.
Design of comparative experiments
title Design of comparative experiments
title_auth Design of comparative experiments
title_exact_search Design of comparative experiments
title_full Design of comparative experiments R.A. Bailey
title_fullStr Design of comparative experiments R.A. Bailey
title_full_unstemmed Design of comparative experiments R.A. Bailey
title_short Design of comparative experiments
title_sort design of comparative experiments
url https://doi.org/10.1017/CBO9780511611483
work_keys_str_mv AT baileyr designofcomparativeexperiments