Introduction to robust estimation and hypothesis testing /

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This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Wilcox, Rand R.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston : Elsevier/Academic Press, ©2005.
Edición:2nd ed.
Colección:Statistical modeling and decision science.
Temas:
Estimation theory.
Robust statistics.
Statistical hypothesis testing.
Théorie de l'estimation.
Statistiques robustes.
Tests d'hypothèses (Statistique)
MATHEMATICS > Probability & Statistics > General.
Statistische toetsen.
Schattingstheorie.
Robuustheid.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Preface; 1. Introduction; 2. A Foundation for Robust Methods; 3. Estimating Measures of Location and Scale; 4. Confidence Intervals in the One-Sample Case; 5. Comparing Two Groups; 6. Some Multivariate Methods; 7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups; 9. Correlation and Tests of Independence; 10. Robust Regression; 11. More Regression Methods

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