The Birnbaum-Saunders distribution /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Leiva, Víctor
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam : Elsevier, ©2016.
Temas:
Distribution (Probability theory)
Regression analysis.
Mathematical statistics.
Distribution (Théorie des probabilités)
Analyse de régression.
distribution (statistics-related concept)
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Mathematical statistics
Regression analysis
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Title page
  • Table of Contents
  • Copyright
  • Dedication
  • List of Figures
  • List of Tables
  • Preface
  • Chapter 1: Genesis of the Birnbaum-Saunders Distribution
  • Abstract
  • 1.1 Introduction
  • 1.2 History
  • 1.3 Fatigue, genesis, and derivation
  • 1.4 Applications
  • Chapter 2: Characterizations of the Birnbaum-Saunders Distribution
  • Abstract
  • 2.1 Introduction
  • 2.2 Probability functions and properties
  • 2.3 Characteristic function and moments
  • 2.4 Generation of random numbers
  • Chapter 3: Inference for the Birnbaum-Saunders DistributionAbstract
  • 3.1 Introduction
  • 3.2 Maximum likelihood estimation method
  • 3.3 Moment estimation method
  • 3.4 Graphical estimation method
  • Chapter 4: Modeling Based on the Birnbaum-Saunders Distribution
  • Abstract
  • 4.1 Introduction
  • 4.2 The log-Birnbaum-Saunders distribution
  • 4.3 Regression models
  • 4.4 Diagnostic methods
  • Chapter 5: Goodness of Fit for the Birnbaum-Saunders Distribution
  • Abstract
  • 5.1 Introduction
  • 5.2 Goodness of fit based on moments
  • 5.3 Model selection
  • 5.4 Probability plotsChapter 6: Data Analyses with the Birnbaum-Saunders Distribution
  • Abstract
  • 6.1 Introduction
  • 6.2 Data sets
  • 6.3 Software
  • 6.4 Modeling and diagnostics with real-world data
  • Bibliography

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