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Dieter Rasch

Optimal Experimental Design with R 1st Edition

by Dieter Rasch (Author), Jurgen Pilz (Author), L.R. Verdooren (Author),

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Experimental design is often overlooked in the literature of applied and mathematical statistics: statistics is taught and understood as merely a collection of methods for analyzing data. Consequently, experimenters seldom think about optimal design, including prerequisites such as the necessary sample size needed for a precise answer for an experimental question.

Providing a concise introduction to experimental design theory, Optimal Experimental Design with R:

Introduces the philosophy of experimental design
Provides an easy process for constructing experimental designs and calculating necessary sample size using R programs
Teaches by example using a custom made R program package: OPDOE

Consisting of detailed, data-rich examples, this book introduces experimenters to the philosophy of experimentation, experimental design, and data collection. It gives researchers and statisticians guidance in the construction of optimum experimental designs using R programs, including sample size calculations, hypothesis testing, and confidence estimation. A final chapter of in-depth theoretical details is included for interested mathematical statisticians.

ISBN-10

1439816972
ISBN-13

978-1439816974
Edition

1st
Publisher

Chapman and Hall/CRC
Publication date

May 18, 2011
Language

English
Dimensions

6.5 x 0.75 x 9.75 inches
Print length

345 pages
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Editorial Reviews

Review

the book provides an impressive amount of information that will be greatly helpful to OPDOE users. ... the book provides many examples, mainly from the fields of agriculture and animal science. ... readers will benefit from learning about a number of nifty functions in OPDOE, for example, its sample size solvers.
--Wayne Adams and Mark Anderson, Technometrics, May 2012

Overall, I think that mathematically apt readers, who want to do sample size determination for nontrivial experimental setups or are interested in the ins and outs of balanced incomplete block designs, will benefit most from the book.
--Ulrike Grömping, Journal of Statistical Software, October 2011

About the Author

Dieter Rasch: Currently Senior Consultant at the Centre of Experimental Design: University of Natural Resources and Life Sciences, Vienna, Dr. Rasch is an Elected Member of the International Statistical Institute (ISI), a Fellow of the IMS, and author/co-author of 46 books and more than 260 scientific papers.

From 1958- 1990, Dr. Rasch was Head of the Deparment (and Institute) of Biometry at the Research Centre Dummerstorf-Rostock, Germany. Afterwards, Dr. Rasch was professor of Mathematical Statistics at the University of Wageningen, The Netherlands from 1991 to 2000. Since 2000, he has served as a guest professor at the Math. Inst. of the University of Klagenfurt, the University Vienna, and at the Institute of Applied Statistics and Computing, University of Natural Resources and Life Sciences (2007 to 2010).

Albrecht Gebhardt: Assistant professor at the Institute of Statistics, University of Klagenfurt since 2004.

Jürgen Pilz: Professor and Chair of Applied Statistics at the University of Klagenfurt (UniKlu), Austria since 1994, and the head of the Department of Statistics at UniKlu since 2007. He has held many guest professorships, including at Purdue University, USA, Charles University, Prague,Czech Republic, the University of Augsburg, Germany, and the University of British Columbia, Vancouver, Canada. He is an Elected Member of the Int. Statist. Institute (ISI), a Fellow of the IMS, and author/co-author of six books and more than 100 scientific papers.

Rob Verdooren: A Consultant Statistician at Danone Research, Centre for Spceialised Nutrition, Wageningen, the Netherlands. He is retired Associate Professor in Experimental Design and Analysis at the Agricultural Uniiversity Wageningen, the Netherlands. Besides Experimental Design, his interests lies in Biostatistics and the design and analysis of breeding trials of Oil Palms in Indonesia.

Product details

Publisher ‏ : ‎ Chapman and Hall/CRC; 1st edition (May 18, 2011)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 345 pages
ISBN-10 ‏ : ‎ 1439816972
ISBN-13 ‏ : ‎ 978-1439816974
Item Weight ‏ : ‎ 1.76 pounds
Dimensions ‏ : ‎ 6.5 x 0.75 x 9.75 inches

Customer Reviews:
3.3 5 ratings

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Dieter Rasch

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Curriculum vitae of Prof. Dr. habil. Dr. h.c. Dieter Rasch

13.04.1935 Born in Zella﷓Mehlis (Germany.)

1953 ﷓ 1955 Student at the University of Jena, Mathematics

1955 ﷓ 1958 Student at the University of Leipzig, Mathematical Statistics

1958 Master thesis on Estimation of Heritabilities

1958 - 1991 Member of the Research Centre of Animal Production

Dummerstorf﷓Rostock (FZT), Germany

1960 - 1991 Lectures in Statistics at the University of Rostock, Germany

1961 - 1991 Head of the department of Biometry of the Research Centre of Animal Production Dummerstorf﷓Rostock

1961 PhD at the Math.﷓Nat. Fakultät of the University of Leipzig (Factor Analysis)

1965 Habilitation (Analysis of Growth Curves) at the University of Rostock

1966 - 1978 Honorary Assistent Professor for Mathematical Statistics at the University of Halle

1978 - 1991 Honorary Professor for Probability Theory and Mathematical Statistics at the University of Rostock

1991 Fellow of the Institute of Mathematical Statistics, Baltimore,

1991-2000 Professor for Mathematical Statistics, Department of Mathematics, University, Wageningen, The Netherlands

1995-1998 Head of the Department of Mathematics, University, Wageningen, The Netherlands

April – June 2000 Guest Professor at the University of Vienna, Inst. of Statistics

June 2001 Honorary Doctor degree from the St. Izstvan University Budapest

March – July 2003 Guest Professor at the Math. Inst. of the University of Klagenfurt

Oct. 2004 – Jan. 2005 Guest Professor at the Math. Inst. of the University of Klagenfurt

1.9.2006 -31.3.2010 Guest Professor at the Inst. of Statistics and Computing, University of Natural Resources and Life Sciences, Vienna, Austria

Since 1.4.2010 Senior Consultant, Center of Design of Experiments, University of Natural Resources and Life Sciences, Vienna, Austria

Publications

Author or co﷓author (editor) of 58 books

Author and co﷓author of 271 scientific publications

Rostock, November 2010

Customer reviews

3.3 out of 5

5 global ratings

5 star		29%
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Top reviews from the United States

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PG

documentation for an R package

Reviewed in the United States 🇺🇸 on September 8, 2012

Verified Purchase

The book is tightly related to an R package. It's basically documentation for the OPDOE package. I've had install difficulties on Red Hat Linux and Mac OS 10.7.4. I hope the revisions are better.

2 people found this helpful

Helpful

Micah Munroe

Two Stars

Reviewed in the United States 🇺🇸 on December 11, 2016

Verified Purchase

Built about a single library, not traversing the field.

Reviewed in the United States 🇺🇸 on February 26, 2015

Verified Purchase

Good for sample size deterimination

Helpful

Charlemagne

Helpful but still incomplete

Reviewed in the United States 🇺🇸 on May 18, 2012

Power analysis and the determination of the minimal size of an experiment for a given precision is an often neglected topic in statistics. A classic dealing with this is the book from Jacob Cohen with the title "Statistical Power Analysis for the Behavioral Sciences". The present book goes beyond this in its second part which contains fundamentals and advanced aspects of Design of Experiments (DoE). In their preface the authors say "This book is not a text book which introduces the reader systematically into the theory of experimental design. It should be instead be understood as a manual for the R-package OPDOE". A drawback for those who have purchased the book already is the fact that this package is in the process of being developed by the authors and still relatively incomplete with respect to documentation and functionality. Hopefully the package will soon be finalized and published on the CRAN server so that its full potential can be utilized by the readers of this book.

2 people found this helpful

Helpful

Top reviews from other countries

Charlemagne

Helpful but still incomplete

Reviewed in Germany 🇩🇪 on May 17, 2012

Verified Purchase

Power analysis and the determination of the minimal size of an experiment for a given precision is an often neglected topic in statistics. A classic dealing with this is the book from Jacob Cohen with the title "Statistical Power Analysis for the Behavioral Sciences". The present book goes beyond this in its second part which contains fundamentals and advanced aspects of Design of Experiments (DoE). In their preface the authors say "This book is not a text book which introduces the reader systematically into the theory of experimental design. It should be instead be understood as a manual for the R-package OPDOE". A drawback for those who have purchased the book already is the fact that this package is in the process of being developed by the authors and still relatively incomplete with respect to documentation and functionality. It is recommended to wait until the OPDOE package will be actually published on the CRAN server. Then however without any doubt this will be a helpful and valuable tool for practical work and application in the field of Experimental Design.

See all reviews

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Optimal Experimental Design with R 1st Edition

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