Lecture Notes in Statistics

The Optimal Design of Blocked and Split-Plot Experiments

Authors: Goos, Peter

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  • ISBN 978-1-4613-0051-9
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About this book

This book provides a comprehensive treatment of the design of blocked and split-plot experiments, two types of experiments that are extremely popular in practice. The traget audience includes applied statisticians and academics. The optial 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. This is illustrated by a number of examples. 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.

Reviews

"Many books and papers discussing the blocking of experimental designs have been published since the appearance of the pioneer work of Ronald Fisher nearly a century ago. Unlike most of them, the author of the book approaches this topic as an application of the theory of optimum design. This is achieved without presenting too complex mathematical derivations of results, while those provided are clearly presented and easy to follow…A valuable addition to the literature on Design of Experiments." –Biometrics, June 2004

"The Optimal Design of Blocked and Split-Plot Experiments is a good overview of the techniques available in the optimal design of blocked and split-plot experiments, including the author's own great research in this field. The optimal design approach advocated in this book will help practitioners of statistics in setting up tailor-made experiments. It is also a good reference book for researchers and students in applied statistics." Techometrics, February 2005


Table of contents (10 chapters)

  • Introduction

    Goos, Peter

    Pages 1-46

  • Advanced Topics in Optimal Design

    Goos, Peter

    Pages 47-69

  • Compound Symmetric Error Structure

    Goos, Peter

    Pages 71-101

  • Optimal Designs in the Presence of Random Block Effects

    Goos, Peter

    Pages 103-138

  • Optimal Designs for Quadratic Regression on One Variable and Blocks of Size Two

    Goos, Peter

    Pages 139-154

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-1-4613-0051-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $159.00
price for USA
  • ISBN 978-0-387-95515-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
The Optimal Design of Blocked and Split-Plot Experiments
Authors
Series Title
Lecture Notes in Statistics
Series Volume
164
Copyright
2002
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4613-0051-9
DOI
10.1007/978-1-4613-0051-9
Softcover ISBN
978-0-387-95515-5
Series ISSN
0930-0325
Edition Number
1
Number of Pages
XIII, 264
Topics