1.

Record Nr.

UNINA9910797784103321

Autore

Leiva Víctor

Titolo

The Birnbaum-Saunders distribution / / Víctor Leiva

Pubbl/distr/stampa

Amsterdam, [Netherlands] : , : Academic Press, , 2016

©2016

ISBN

0-12-803827-6

0-12-803769-5

Edizione

[First edition.]

Descrizione fisica

1 online resource (186 p.)

Disciplina

519.24

Soggetti

Distribution (Probability theory)

Regression analysis

Mathematical statistics

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record

Nota di bibliografia

Includes bibliographical references.

Nota di contenuto

""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""