Randomization Tests
4th Edition
Published on 30. June 2020
Book
Paperback/Softback
376 pages
978-0-367-57771-1 (ISBN)
Description
The number of innovative applications of randomization tests in various fields and recent developments in experimental design, significance testing, computing facilities, and randomization test algorithms have necessitated a new edition of Randomization Tests.
Updated, reorganized, and revised, the text emphasizes the irrelevance and implausibility of the random sampling assumption for the typical experiment in three completely rewritten chapters. It also discusses factorial designs and interactions and combines repeated-measures and randomized block designs in one chapter. The authors focus more attention on the practicality of N-of-1 randomization tests and the availability of user-friendly software to perform them. In addition, they provide an overview of free and commercial computer programs for all of the tests presented in the book.
Building on the previous editions that have served as standard textbooks for more than twenty-five years, Randomization Tests, Fourth Edition includes downloadable resources of up-to-date randomization test programs that facilitate application of the tests to experimental data. This CD-ROM enables students to work out problems that have been added to the chapters and helps professors teach the basics of randomization tests and devise tasks for assignments and examinations.
Updated, reorganized, and revised, the text emphasizes the irrelevance and implausibility of the random sampling assumption for the typical experiment in three completely rewritten chapters. It also discusses factorial designs and interactions and combines repeated-measures and randomized block designs in one chapter. The authors focus more attention on the practicality of N-of-1 randomization tests and the availability of user-friendly software to perform them. In addition, they provide an overview of free and commercial computer programs for all of the tests presented in the book.
Building on the previous editions that have served as standard textbooks for more than twenty-five years, Randomization Tests, Fourth Edition includes downloadable resources of up-to-date randomization test programs that facilitate application of the tests to experimental data. This CD-ROM enables students to work out problems that have been added to the chapters and helps professors teach the basics of randomization tests and devise tasks for assignments and examinations.
Reviews / Votes
"...Overall, this is an interesting and well-written book that provides a useful discussion of the theory, design, and application of randomization tests, illustrated with appropriate examples using experimental data. The end-of-chapter questions and exercises make it useful also as a textbook for college students. It should be of interest for every experimenter who is interested in randomization or permutation tests or is skeptical about the reliability of the assumptions of parametric tests."-Andreas Karlsson (Uppsala University), Journal of the Royal Statistical Society "...Overall, this is an interesting and well-written book that provides a useful discussion of the theory, design, and application of randomization tests, illustrated with appropriate examples using experimental data. The end-of-chapter questions and exercises make it useful also as a textbook for college students. It should be of interest for every experimenter who is interested in randomization or permutation tests or is skeptical about the reliability of the assumptions of parametric tests."
-Andreas Karlsson (Uppsala University), Journal of the Royal Statistical Society
"I believe Randomization Tests will be useful for those researchers who often work with data that are not compatible with the usual parametric assumptions (e.g., normality). In these cases, the permutation and randomization tests discussed in the text are more appropriate and more reliable."
- Michael Sherman, Texas A&M University, in Journal of the American Statistical Association, June 2009, Vol. 104, No. 486
More details
Series
Edition
4th edition
Language
English
Place of publication
Oxford
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Undergraduate
Dimensions
Height: 234 mm
Width: 156 mm
Thickness: 20 mm
Weight
562 gr
ISBN-13
978-0-367-57771-1 (9780367577711)
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Schweitzer Classification
Other editions
Additional editions
Eugene Edgington | Patrick Onghena
Randomization Tests
E-Book
02/2007
4th Edition
Chapman & Hall/CRC
€68.49
Available for download
Eugene Edgington | Patrick Onghena
Randomization Tests
Book
02/2007
4th Edition
Chapman & Hall/CRC
€156.13
Shipment within 15-20 days
Eugene Edgington | Patrick Onghena
Randomization Tests
E-Book
02/2007
4th Edition
Chapman and Hall
€68.49
Available for download
Persons
Eugene Edgington, Patrick Onghena
Content
Statistical Tests That Do Not Require Random Sampling. Randomized Experiments. Calculating P-Values. Between-Subjects Designs. Factorial Designs. Repeated-Measures and Randomized Block Designs. Multivariate Designs. Correlation. Trend Tests. Matching and Proximity Experiments. N-of-1 Designs. Tests of Quantitative Laws. Tests of Direction and Magnitude of Effect. Fundamentals of Validity. General Guidelines and Software Availability.