Normal view MARC view ISBD view

Permutation tests for complex data : theory, applications, and software / Fortunato Pesarin, Luigi Salmaso.

By: Pesarin, Fortunato [author.]Contributor(s): Salmaso, Luigi [author.] | Wiley InterScience (Online service)Material type: Text

TextSeries: Wiley series in probability and statisticsPublisher: Chichester, West Sussex, United Kingdom : Wiley, 2010Description: 1 online resource (xxi, 417 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9780470689516; 047068951X; 9781282550438; 1282550438; 9780470689523; 0470689528Subject(s): Statistical hypothesis testing | Permutations | Multivariate analysis | Multivariate analysis | Permutations | Statistical hypothesis testing | MATHEMATICS -- Probability & Statistics -- General | Multivariate analysis | Permutations | Statistical hypothesis testingGenre/Form: Electronic books.Additional physical formats: Print version:: Permutation tests for complex data.DDC classification: 519.5/6 LOC classification: QA277 | .P374 2010Online resources: Wiley Online Library

Contents:

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.

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.

Item type:

Tags from this library: No tags from this library for this title. Log in to add tags.

Holdings ( 1 )
Title notes ( 4 )
Comments ( 0 )

Holdings
Item type	Current library	Call number	Status	Date due	Barcode
Ebooks	Mysore University Main Library		Not for loan		EBJW1751

Includes bibliographical references (pages 387-407) and index.

Online resource; title from e-book title screen (Wiley platform, viewed January 19, 2016).

"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.

There are no comments on this title.

to post a comment.