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.
Notation and Abbreviations
1.1 On Permutation Analysis
1.2 The Permutation Testing Principle
1.3 Permutation Approaches
1.4 When and Why Conditioning Is Appropriate
1.5 Randomization and Permutation
1.6 Computational Aspects
1.7 Basic Notation
1.8 A Problem with Paired Observations
1.9 The Permutation Solution
1.10 A Two-Sample Problem
1.11 One-Way ANOVA
2 Theory of One-Dimensional Permutation Tests
2.2 Definition of Permutati... MORE