Bivariate Quantile-Based Entropy in Past Lifetime

被引:0
|
作者
Subhash, Silpa [1 ]
Nair, N. Unnikrishnan [1 ]
Sunoj, S. M. [1 ]
Rajesh, G. [1 ]
机构
[1] Cochin Univ Sci & Technol, Dept Stat, Cochin 682022, Kerala, India
关键词
Shannon differential entropy; Bivariate quantile function; Past entropy; Reliability measures; DENSITY-FUNCTION;
D O I
10.1007/s41096-022-00120-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
Eventhough considerable research is now available on the study of entropy using quantile function, a bivariate extension of the same has not been considered so far. In the present study, we propose a quantile version of a vector-valued bivariate differential entropy function in the past life and study its various properties. We prove characterization theorems for some well-known quantile lifetime models. It is shown that the proposed measure uniquely determines the quantile function. We also study various reliability properties of quantile-based bivariate past entropy and examine its usefulness through a real data set.
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页码:187 / 209
页数:23
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