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

"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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Pesarin, Fortunato (Autor), Salmaso, Luigi (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, West Sussex, United Kingdom : Wiley, 2010.
Temas:
Statistical hypothesis testing.
Permutations.
Multivariate analysis.
Multivariate Analysis
Tests d'hypothèses (Statistique)
Permutations (Mathématiques)
Analyse multivariée.
MATHEMATICS > Probability & Statistics > General.
Multivariate analysis
Permutations
Statistical hypothesis testing
statistiek
statistics
statistische inferentie
statistical inference
combinatoriek
combinatorics
statistische analyse
statistical analysis
Statistics (General)
Statistiek (algemeen)
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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