Erschienen: 19.03.2010 Abbildung von Pesarin / Salmaso | Permutation Tests for Complex Data | 1. Auflage | 2010

Pesarin / Salmaso

Permutation Tests for Complex Data

Theory, Applications and Software

lieferbar ca. 10 Tage als Sonderdruck ohne Rückgaberecht

ca. 115,00 €

inkl. Mwst.

1. Auflage 2010. Buch. 448 S. Hardcover

wiley. ISBN 978-0-470-51641-6

Format (B x L): 17,5 x 25,1 cm

Gewicht: 878 g

In englischer Sprache

Produktbeschreibung

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.

Key Features:
* Examines the most up-to-date methodologies of univariate and multivariate permutation testing.
* Includes extensive software codes in MATLAB, R and SAS, featuring worked examples, and uses real case studies from both experimental and observational studies.
* Includes a standalone free software NPC Test Release 10 with a graphical interface which allows practitioners from every scientific field to easily implement almost all complex testing procedures included in the book.
* Presents and discusses solutions to the most important and frequently encountered real problems in multivariate analyses.
* A supplementary website containing all of the data sets examined in the book along with ready to use software codes.

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.

Gesamtwerk

Die 8. Auflage ist wieder auf sechs Bände angelegt. Darin finden sich übersichtlich und in systematischer Gliederung Vertragsmuster aus der Feder erfahrener Experten. Jedem dieser Muster folgen Anmerkungen, mit denen der dem Vertragsentwurf zu Grunde liegende Sachverhalt und die Gründe für die Wahl des spezifischen Formulars erläutert werden.

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