An extension of Birnbaum-Saunders distributions based on scale mixtures of skew-normal distributions with applications to regression models

An extension of Birnbaum-Saunders distributions based on scale mixtures of skew-normal distributions with applications to regression models

The aim of this work is to present an inference and diagnostic study of an extension of the lifetime distribution family proposed by Birnbaum and Saunders (1969a,b). This extension is obtained by considering a skew-elliptical distribution instead of the normal distribution. Specifically, in this...

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Bibliographic Details
Main Author: Rocio Paola Maehara Sánchez
Other Authors: Heleno Bolfarine
Language:English
Published: Universidade de São Paulo 2018
Subjects:
Algoritmo EM
Análise de influência
Distribuição Birnbaum-Saunders
Distribuição misturas de escala skew-normal
Distribuição senh-normal
Distribuição skew-normal
Distribuição skew-normal/Independente
Eliminação de casos
Estimação robusta
Influência local
Regressão não linear
Birnbaum-Saunders distribution
Case-deletion
EM algorithm
Influence analysis
Local influence
Nonlinear regression
Robust estimation
Scale mixtures of skew-normal distributions
Sinh-normal distribution
Skew-normal distribution
Skew-normal/independent distribution
Online Access:http://www.teses.usp.br/teses/disponiveis/45/45133/tde-14052018-202935/

Internet

http://www.teses.usp.br/teses/disponiveis/45/45133/tde-14052018-202935/

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