Epsilon Birnbaum-Saunders distribution family: properties and inference

被引:26
|
作者
Castillo, Nabor O. [1 ]
Gomez, Hector W. [2 ]
Bolfarine, Heleno [3 ]
机构
[1] Univ La Serena, Dept Matemat, Fac Ciencias, La Serena, Chile
[2] Univ Antofagasta, Dept Matemat, Fac Ciencias Basicas, Antofagasta, Chile
[3] Univ Sao Paulo, Dept Estat, IME, Sao Paulo, Brazil
关键词
Life distribution; Material fatigue; Reliability analysis; Epsilon-skew-symmetric distributions; LIFE DISTRIBUTIONS; FATIGUE; BOUNDS; MODELS;
D O I
10.1007/s00362-009-0293-x
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper we introduce a new extension for the Birnbaum-Saunder distribution based on the family of the epsilon-skew-symmetric distributions studied in Arellano-Valle et al. (J Stat Plan Inference 128(2):427-443, 2005). The extension allows generating Birnbaun-Saunders type distributions able to deal with extreme or outlying observations (Dupuis and Mills, IEEE Trans Reliab 47:88-95, 1998). Basic properties such as moments and Fisher information matrix are also studied. Results of a real data application are reported illustrating good fitting properties of the proposed model.
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页码:871 / 883
页数:13
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