A new fatigue life model based on the family of skew-elliptical distributions

被引:53
|
作者
Vilca-Labra, F
Leiva-Sánchez, V
机构
[1] Univ Valparaiso, CIMFAV, Dept Estadist, Valparaiso, Chile
[2] Univ Estadual Campinas, Dept Estadist, Campinas, Brazil
关键词
Birnbaum-Saunders distribution; kurtosis; life distributions; material fatigue; moments; reliability analysis; skew; elliptical distributions; skewness;
D O I
10.1080/03610920500440065
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
Fatigue is structural damage produced by cyclic stress and tension. An important statistical model for fatigue life is the Birnbaum-Saunders distribution, which was developed to model ruptured lifetimes of metals that had been subjected to fatigue. This model has been previously generalized and in this article we extend it starting from a skew-elliptical distribution, the incorporation of the elliptical aspect makes the kurtosis flexible, and the skewness makes the asymmetry flexible. In this work we found the probability density, reliability, and hazard functions; as well as its moments and variation, skewness, and kurtosis coefficients. In addition, some properties of this new distribution were found.
引用
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页码:229 / 244
页数:16
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