Permutation tests for complex data : theory, applications, and software /
"Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Chichester, West Sussex, United Kingdom :
Wiley,
2010.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | "Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies." "The Authors give a general overview on permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems, this book brings the reader completely up to date with today's current thinking." "Together with a wide set of application cases, the Authors present a thorough theory of permutation testing both with formal description and proofs, and analysing real case studies. Practitioners and researchers, working in different scientific fields such as engineering, biostatistics, psychology or medicine will benefit from this book."--Provided by publisher. |
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| Physical Description: | 1 online resource (xxi, 417 pages) : illustrations |
| Bibliography: | Includes bibliographical references (pages 387-407) and index. |
| ISBN: | 9780470689516 047068951X 9781282550438 1282550438 9780470689523 0470689528 |