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Permutation tests for complex data : theory, applications, and software /

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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...

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Bibliographic Details
Main Authors: Pesarin, Fortunato (Author), Salmaso, Luigi (Author)
Format: eBook
Language:English
Published: Chichester, West Sussex, United Kingdom : Wiley, 2010.
Subjects:
Statistical hypothesis testing.
Permutations.
Multivariate analysis.
Multivariate Analysis
statistiek
statistics
statistische inferentie
statistical inference
combinatoriek
combinatorics
statistische analyse
statistical analysis
Statistics (General)
Statistiek (algemeen)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of 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.