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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chichester, West Sussex, United Kingdom :
Wiley,
2010.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Pesarin, Fortunato, |e author. | |
| 245 | 1 | 0 | |a Permutation tests for complex data : |b theory, applications, and software / |c Fortunato Pesarin, Luigi Salmaso. |
| 260 | |a Chichester, West Sussex, United Kingdom : |b Wiley, |c 2010. | ||
| 300 | |a 1 online resource (xxi, 417 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references (pages 387-407) and index. | ||
| 588 | 0 | |a Online resource; title from e-book title screen (Wiley platform, viewed January 19, 2016). | |
| 505 | 0 | |a Theory of One-Dimensional Permutation Tests -- Further Properties of Permutation Tests -- The Nonparametric Combination Methodology -- Mutiplicity Control and Closed Testing -- Analysis of Multivariate Categorical Variables -- Permutation Testing for Repeated Measurements -- Some Stochastic Ordering Problems -- NPC Tests for Survival Analysis -- NPC Tests in Shape Analysis -- Multivariate Correlation Analysis and Two-Way ANOVA -- Some Case Studies Using NPC Test R10 and SAS Macros. | |
| 520 | |a "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. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Statistical hypothesis testing. | |
| 650 | 0 | |a Permutations. | |
| 650 | 0 | |a Multivariate analysis. | |
| 650 | 2 | |a Multivariate Analysis | |
| 650 | 6 | |a Tests d'hypothèses (Statistique) | |
| 650 | 6 | |a Permutations (Mathématiques) | |
| 650 | 6 | |a Analyse multivariée. | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Multivariate analysis |2 fast | |
| 650 | 7 | |a Permutations |2 fast | |
| 650 | 7 | |a Statistical hypothesis testing |2 fast | |
| 653 | 0 | 0 | |a statistiek |
| 653 | 0 | 0 | |a statistics |
| 653 | 0 | 0 | |a statistische inferentie |
| 653 | 0 | 0 | |a statistical inference |
| 653 | 0 | 0 | |a combinatoriek |
| 653 | 0 | 0 | |a combinatorics |
| 653 | 0 | 0 | |a statistische analyse |
| 653 | 0 | 0 | |a statistical analysis |
| 653 | 1 | 0 | |a Statistics (General) |
| 653 | 1 | 0 | |a Statistiek (algemeen) |
| 700 | 1 | |a Salmaso, Luigi, |e author. | |
| 758 | |i has work: |a Permutation tests for complex data (Text) |1 https://id.oclc.org/worldcat/entity/E39PCH7H8Bmgfy4Xwdr4vd76Xd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Pesarin, Fortunato. |t Permutation tests for complex data. |d Hoboken, N.J. : Wiley, 2010 |z 9780470516416 |z 0470516410 |w (DLC) 2010000776 |w (OCoLC)460050037 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=496063 |z Texto completo |
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