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Permutation Tests for Complex Data - Pesarin, Fortunato; Salmaso, Luigi
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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. Mathematics Mathematics eBook, Wiley

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Permutation Tests for Complex Data: Theory, Applications and Software
Autor:

Pesarin, Fortunato; Salmaso, Luigi

Titel:

Permutation Tests for Complex Data: Theory, Applications and Software

ISBN-Nummer:

0470516410

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.

Detailangaben zum Buch - Permutation Tests for Complex Data: Theory, Applications and Software


EAN (ISBN-13): 9780470516416
ISBN (ISBN-10): 0470516410
Gebundene Ausgabe
Erscheinungsjahr: 2010
Herausgeber: John Wiley & Sons
417 Seiten
Gewicht: 0,880 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 22.09.2010 16:17:04
Buch zuletzt gefunden am 18.10.2016 01:21:21
ISBN/EAN: 0470516410

ISBN - alternative Schreibweisen:
0-470-51641-0, 978-0-470-51641-6

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