On the Inverse Gamma as a Survival Distribution

被引:24
作者
Glen, Andrew G. [1 ]
机构
[1] US Mil Acad, Dept Math Sci, West Point, NY 10996 USA
关键词
Classification of Distributions; Hazard Functions; Transformations of Random Variables;
D O I
10.1080/00224065.2011.11917853
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents properties of the inverse gamma distribution and how it can be used as a survival distribution. A result is included that shows that the inverse gamma distribution always has an upside-down bathtub (UBT) shaped hazard function, thus adding to the limited number of available distributions with this property. A review of the utility of UBT distributions is provided as well. Probabilistic properties are presented first, followed by statistical properties to demonstrate its usefulness as a survival distribution. As the inverse gamma distribution is discussed in a limited and sporadic fashion in the literature, a summary of its properties is provided in an appendix.
引用
收藏
页码:158 / 166
页数:9
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