The optimal design of blocked and split-plot experiments
著者
書誌事項
The optimal design of blocked and split-plot experiments
(Lecture notes in statistics, 164)
Springer, c2002
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注記
Bibliography: p. [233]-240
Includes index
内容説明・目次
内容説明
This book provides a comprehensive treatment of the design of blocked and split-plot experiments.
The optimal design approach advocated in the book will help applied statisticians from industry, medicine, agriculture, chemistry and many other fields of study in setting up tailor-made experiments.
The book also contains a theoretical background, a thorough review of the recent work in the area of blocked and split-plot experiments, and a number of interesting theoretical results.
目次
Introduction * Advanced Topics in Optimal Design * Compound Symmetric Error Structure * Optimal Designs in the Presence of Random Block Effects * Optimal Designs for Quadratic Regression on One Variable and Blocks of Size Two * Constrained Split-Plot Designs * Optimal Split-Plot Designs in the Presence of Hard-to-Change Factors * Optimal Split-Plot Designs * Two-level Factorial and Fractional Factorial Designs
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