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Permutation Tests for Complex Data: Theory, Applications and Software By Fortunato Pesarin, Luigi Salmaso

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.

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	Study Permutation, Parametric, and Bootstrap Tests of Hypotheses (Springer Series in Statistics) Permutation, Parametric, and Bootstrap Tests of Hypotheses (Springer Series in Statistics)Springer \| ISBN 038720279X \| 2004-12-01 \| PDF \| 376 pages \| 2.31 MBThis book provides a step-by-step manual on the application of permutation tests in ...
	Science/Engineering Permutation Tests for Stochastic Ordering and ANOVA: Theory and Applications with R Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari, "Permutation Tests for Stochastic Ordering and ANOVA: Theory and Applications with R" Springer \| 2009 \| ISBN: 0387859551 \| 232 pages \| PDF \| 5,6 MB Permutation testing for multiv ...
	Programming Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction Ladjel Bellatreche, "Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction" Information Science Reference \| 2009 \| ISBN: 1605667560 \| 362 pages \| PDF \| 10 MB Data warehousing and online analysis t ...
	Science/Engineering Permutation Complexity in Dynamical Systems: Ordinal Patterns, Permutation Entropy and All That José Amigó, "Permutation Complexity in Dynamical Systems: Ordinal Patterns, Permutation Entropy and All That" Springer \| 2010 \| ISBN: 3642040837 \| 280 pages \| PDF \| 3,1 MB The study of permutation complexity can be envisioned as a new ...
	Science/Engineering Permutation, Parametric, and Bootstrap Tests of Hypotheses This book provides a step-by-step manual on the application of permutation tests in biology, business, medicine, science, and engineering. Its intuitive and informal style will ideally suit it as a text for students and researchers whether ...
	Tutorial Advances in Data Analysis: Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics Christos H. Skiadas, "Advances in Data Analysis: Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics, Lifetime Data, and Neural Networks" Birkhäuser Boston \| 2009 \| ISBN: 0817647988 \| 346 pages \| PDF \| 3 MB ...

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	Study Permutation, Parametric, and Bootstrap Tests of Hypotheses (Springer Series in Statistics) Permutation, Parametric, and Bootstrap Tests of Hypotheses (Springer Series in Statistics)Springer \| ISBN 038720279X \| 2004-12-01 \| PDF \| 376 pages \| 2.31 MBThis book provides a step-by-step manual on the application of permutation tests in ...
	Science/Engineering Permutation Tests for Stochastic Ordering and ANOVA: Theory and Applications with R Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari, "Permutation Tests for Stochastic Ordering and ANOVA: Theory and Applications with R" Springer \| 2009 \| ISBN: 0387859551 \| 232 pages \| PDF \| 5,6 MB Permutation testing for multiv ...
	Programming Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction Ladjel Bellatreche, "Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction" Information Science Reference \| 2009 \| ISBN: 1605667560 \| 362 pages \| PDF \| 10 MB Data warehousing and online analysis t ...
	Science/Engineering Permutation Complexity in Dynamical Systems: Ordinal Patterns, Permutation Entropy and All That José Amigó, "Permutation Complexity in Dynamical Systems: Ordinal Patterns, Permutation Entropy and All That" Springer \| 2010 \| ISBN: 3642040837 \| 280 pages \| PDF \| 3,1 MB The study of permutation complexity can be envisioned as a new ...
	Science/Engineering Permutation, Parametric, and Bootstrap Tests of Hypotheses This book provides a step-by-step manual on the application of permutation tests in biology, business, medicine, science, and engineering. Its intuitive and informal style will ideally suit it as a text for students and researchers whether ...
	Tutorial Advances in Data Analysis: Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics Christos H. Skiadas, "Advances in Data Analysis: Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics, Lifetime Data, and Neural Networks" Birkhäuser Boston \| 2009 \| ISBN: 0817647988 \| 346 pages \| PDF \| 3 MB ...

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