Birnbaum-Saunders distribution;
Central limit theorem;
Life distribution;
Scale-mixture of normals;
D O I:
10.1016/j.jspi.2012.02.012
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:
We present for the first time a justification on the basis of central limit theorems for the family of life distributions generated from scale-mixture of normals. This family was proposed by Balakrishnan et al. (2009) and can be used to accommodate unexpected observations for the usual Birnbaum-Saunders distribution generated from the normal one. The class of scale-mixture of normals includes normal, slash, Student-t, logistic, double-exponential, exponential power and many other distributions. We present a model for the crack extensions where the limiting distribution of total crack extensions is in the class of scale-mixture of normals. (C) 2012 Elsevier B.V. All rights reserved.
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页码:2221 / 2226
页数:6
相关论文
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[11]
Gnedenko B. V., 1954, Limit Distributions for Sums of Independent Random Variables