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The Birnbaum-Saunders distribution / [electronic resource]

by Leiva, V�ictor.
Material type: materialTypeLabelBookPublisher: Amsterdam : Elsevier, �2016Description: 1 online resource.ISBN: 9780128038277; 0128038276.Subject(s): Distribution (Probability theory) | Regression analysis | Mathematical statistics | MATHEMATICS -- Applied | MATHEMATICS -- Probability & Statistics -- General | Distribution (Probability theory) | Mathematical statistics | Regression analysis | Electronic books | Electronic booksOnline resources: ScienceDirect
Contents:
""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 Distribution""""Abstract""; ""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 plots""""Chapter 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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Online resource; title from PDF title page (EBSCO, viewed November 4, 2015).

Includes bibliographical references.

""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 Distribution""""Abstract""; ""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 plots""""Chapter 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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