Stochastic comparisons and ageing properties of residual lifetime mixture models

被引:5
作者
Patra, Arijit [1 ]
Kundu, Chanchal [1 ]
机构
[1] Rajiv Gandhi Inst Petr Technol, Dept Math Sci, Jais 229304, UP, India
关键词
Ageing class; Mixture model; Series system; Stochastic orders; Totally positive of order 2 functions; INACTIVITY TIME; PRESERVATION; ORDERINGS;
D O I
10.1007/s00186-021-00750-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this article, we enhance the study of stochastic comparisons and ageing properties of residual lifetime mixture models. To this aim, first we perform stochastic comparisons of two different mixture models under likelihood ratio, hazard rate, mean residual life and variance residual life orders having different baseline distributions as well as two different mixing distributions. Then, we develop some sufficient conditions which lead to the stochastic comparisons of these mixture models based on reversed hazard rate, mean inactivity time and variance inactivity time orders. Furthermore, we show that increasing likelihood ratio, increasing failure rate, decreasing mean residual life, increasing variance residual life and decreasing variance residual life classes are preserved under the formation of the model. Few applications in reliability engineering are also investigated.
引用
收藏
页码:123 / 143
页数:21
相关论文
共 34 条
[1]   OPTIMUM PREVENTIVE MAINTENANCE POLICIES [J].
BARLOW, R ;
HUNTER, L .
OPERATIONS RESEARCH, 1960, 8 (01) :90-100
[2]  
Belzunce F., 2015, INTRO STOCHASTIC ORD
[3]   Preservation of properties under mixture [J].
Block, HW ;
Li, YL ;
Savits, TH .
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES, 2003, 17 (02) :205-212
[4]   Preservation of generalized ageing classes on the residual life at random time [J].
Cai, Nanlian ;
Zheng, Yaohui .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2012, 142 (01) :148-154
[5]   On stochastic comparisons for population age and remaining lifetime [J].
Cha, Ji Hwan ;
Finkelstein, Maxim .
STATISTICAL PAPERS, 2018, 59 (01) :199-213
[6]   On stochastic comparisons of residual life time at random time [J].
Dewan, Isha ;
Khaledi, Baha-Eldin .
STATISTICS & PROBABILITY LETTERS, 2014, 88 :73-79
[7]   On random age and remaining lifetime for populations of items [J].
Finkelstein, Maxim ;
Vaupel, James .
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2015, 31 (05) :681-689
[8]   Modeling lifetimes with unknown initial age [J].
Finkelstein, MS .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2002, 76 (01) :75-80
[9]   RELIABILITY PROPERTIES OF RESIDUAL LIFE TIME AND INACTIVITY TIME OF SERIES AND PARALLEL SYSTEM [J].
Gupta, Nitin ;
Gandotra, Neeraj ;
Bajaj, Rakesh Kumar .
JOURNAL OF APPLIED MATHEMATICS STATISTICS AND INFORMATICS, 2012, 8 (01) :5-16
[10]  
Gupta R.C., 2006, METRON, LXIV, V3, P343