Epsilon Birnbaum–Saunders distribution family: properties and inference

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.

[1]  A. Desmond Stochastic models of failure in random environments , 1985 .

[2]  Loon Ching Tang,et al.  Percentile bounds and tolerance limits for the birnbaum-saunders distribution , 1994 .

[3]  Ali I. Genç A skew extension of the slash distribution via beta-normal distribution , 2013 .

[4]  Lee J. Bain,et al.  Inferences on the Parameters of the Birnbaum-Saunders Fatigue Life Distribution Based on Maximum Likelihood Estimation , 1981 .

[5]  Debasis Kundu,et al.  Modified moment estimation for the two-parameter Birnbaum-Saunders distribution , 2003, Comput. Stat. Data Anal..

[6]  Z. Birnbaum,et al.  A new family of life distributions , 1969 .

[7]  James R. Rieck,et al.  A Comparison of Two Random Number Generators for the Birnbaum–Saunders Distribution , 2003 .

[8]  José A. Díaz-García,et al.  A new family of life distributions based on the elliptically contoured distributions , 2005 .

[9]  Filidor Vilca-Labra,et al.  A New Fatigue Life Model Based on the Family of Skew-Elliptical Distributions , 2006 .

[10]  F. Quintana,et al.  Statistical inference for a general class of asymmetric distributions , 2005 .

[11]  D. Dupuis,et al.  Robust estimation of the Birnbaum-Saunders distribution , 1998 .

[12]  James R. Rieck,et al.  A moment-generating function with application to the birnbaum-saunders distribution , 1999 .

[13]  James R. Rieck,et al.  Parameter estimation for ihe birnbaum-saunders distribution based on symmetrically censored samples , 1995 .

[14]  Heleno Bolfarine,et al.  An extension of the generalized Birnbaum-Saunders distribution , 2009 .

[15]  Sam C. Saunders,et al.  Estimation for a family of life distributions with applications to fatigue , 1969, Journal of Applied Probability.

[16]  A. F. Desmond,et al.  On the Relationship between Two Fatigue-Life Models , 1986, IEEE Transactions on Reliability.

[17]  G. S. Mudholkar,et al.  The epsilon-skew-normal distribution for analyzing near-normal data , 2000 .

[18]  Dong Shang Chang,et al.  Reliability bounds and critical time for the Birnbaum-Saunders distribution , 1993 .