Open Access
May 2013 A new extension of the Birnbaum–Saunders distribution
Artur J. Lemonte
Braz. J. Probab. Stat. 27(2): 133-149 (May 2013). DOI: 10.1214/11-BJPS160

Abstract

In this paper, a new extension for the Birnbaum–Saunders distribution, which has been applied to the modeling of fatigue failure times and reliability studies, is introduced. The proposed model, called the Marshall–Olkin extended Birnbaum–Saunders distribution, arises based on the scheme introduced by Marshall and Olkin [Biometrika 84 (1997) 641–652]. The maximum likelihood estimators and statistical inference for the new distribution parameters and influence diagnostic for the new distribution are presented. Finally, the proposed new distribution is applied to model three real data sets.

Citation

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Artur J. Lemonte. "A new extension of the Birnbaum–Saunders distribution." Braz. J. Probab. Stat. 27 (2) 133 - 149, May 2013. https://doi.org/10.1214/11-BJPS160

Information

Published: May 2013
First available in Project Euclid: 21 February 2013

zbMATH: 06365955
MathSciNet: MR3028800
Digital Object Identifier: 10.1214/11-BJPS160

Keywords: Birnbaum–Saunders distribution , fatigue life distribution , lifetime data , Marshall–Olkin extended distribution , maximum likelihood estimation

Rights: Copyright © 2013 Brazilian Statistical Association

Vol.27 • No. 2 • May 2013
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