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.
引用
收藏
页码:871 / 883
页数:13
相关论文
共 17 条
[1]   Statistical inference for a general class of asymmetric distributions [J].
Arellano-Valle, RB ;
Gómez, HW ;
Quintana, FA .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2005, 128 (02) :427-443
[2]   ESTIMATION FOR A FAMILY OF LIFE DISTRIBUTIONS WITH APPLICATIONS TO FATIGUE [J].
BIRNBAUM, ZW ;
SAUNDERS, SC .
JOURNAL OF APPLIED PROBABILITY, 1969, 6 (02) :328-&
[3]   A NEW FAMILY OF LIFE DISTRIBUTIONS [J].
BIRNBAUM, ZW ;
SAUNDERS, SC .
JOURNAL OF APPLIED PROBABILITY, 1969, 6 (02) :319-&
[4]   RELIABILITY BOUNDS AND CRITICAL TIME FOR THE BIRNBAUM-SAUNDERS DISTRIBUTION [J].
CHANG, DS ;
TANG, LC .
IEEE TRANSACTIONS ON RELIABILITY, 1993, 42 (03) :464-469
[5]   PERCENTILE BOUNDS AND TOLERANCE LIMITS FOR THE BIRNBAUM-SAUNDERS DISTRIBUTION [J].
CHANG, DS ;
TANG, LC .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1994, 23 (10) :2853-2863
[6]   STOCHASTIC-MODELS OF FAILURE IN RANDOM-ENVIRONMENTS [J].
DESMOND, A .
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 1985, 13 (03) :171-183
[7]   ON THE RELATIONSHIP BETWEEN 2 FATIGUE-LIFE MODELS [J].
DESMOND, AF .
IEEE TRANSACTIONS ON RELIABILITY, 1986, 35 (02) :167-169
[8]   A new family of life distributions based on the elliptically contoured distributions [J].
Díaz-García, JA ;
Leiva-Sánchez, V .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2005, 128 (02) :445-457
[9]   Robust estimation of the Birnbaum-Saunders distribution [J].
Dupuis, DJ ;
Mills, JE .
IEEE TRANSACTIONS ON RELIABILITY, 1998, 47 (01) :88-95
[10]   INFERENCES ON THE PARAMETERS OF THE BIRNBAUM-SAUNDERS FATIGUE LIFE DISTRIBUTION BASED ON MAXIMUM-LIKELIHOOD ESTIMATION [J].
ENGELHARDT, M ;
BAIN, LJ ;
WRIGHT, FT .
TECHNOMETRICS, 1981, 23 (03) :251-256