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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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