On stochastic dependence in residual lifetime and inactivity time with some applications

Abstract For bivariate random lifetimes, we study the role of stochastic dependence through conducting stochastic comparison on the residual life, inactivity time and some aging behavior of one marginal conditioned by the survival or failure of the other. The main results serve as essential supplement to those related ones of Bassan and Spizzichino (1999) and Longobardi and Pellerey (2019). Applications in frailty, resilience and load-sharing models are presented as well.

[1]  P. Hougaard,et al.  Frailty models for survival data , 1995, Lifetime data analysis.

[2]  J. Vaupel,et al.  The impact of heterogeneity in individual frailty on the dynamics of mortality , 1979, Demography.

[3]  Marco Scarsini,et al.  Archimedean copulae and positive dependence , 2005 .

[4]  Xiaohu Li,et al.  Ordering properties of order statistics from random variables of Archimedean copulas with applications , 2015, J. Multivar. Anal..

[5]  Fabio Spizzichino,et al.  Stochastic comparisons for residual lifetimes and Bayesian notions of multivariate ageing , 1999, Advances in Applied Probability.

[6]  L. Eeckhoudt,et al.  Demand for risky assets and the monotone probability ratio order , 1995 .

[7]  Harshinder Singh,et al.  The Reversed Hazard Rate Function , 1998, Probability in the Engineering and Informational Sciences.

[8]  Pushpa L. Gupta,et al.  Modeling failure time data by lehman alternatives , 1998 .

[9]  Fabio Spizzichino,et al.  Relations among univariate aging, bivariate aging and dependence for exchangeable lifetimes , 2005 .

[10]  Xiaohu Li,et al.  Negative dependence in frailty models , 2008 .

[11]  J. Lynch,et al.  On the calculation of the reliability of general load sharing systems , 1995, Journal of Applied Probability.

[12]  Masaaki Kijima,et al.  PORTFOLIO SELECTION PROBLEMS VIA THE BIVARIATE CHARACTERIZATION OF STOCHASTIC DOMINANCE RELATIONS , 1996 .

[13]  R. Nelsen An Introduction to Copulas , 1998 .

[14]  Haijun Li,et al.  Stochastic Orders in Reliability and Risk , 2013 .

[15]  Odd O. Aalen,et al.  Modelling Heterogeneity in Survival Analysis by the Compound Poisson Distribution , 1992 .

[16]  S. Ross A Model in Which Component Failure Rates Depend on the Working Set. , 1984 .

[17]  Félix Belzunce,et al.  Comparison of hazard rates for dependent random variables , 2016 .

[18]  Karlin’s Basic Composition Theorems and Stochastic Orderings , 2014 .

[19]  Xiaohu Li,et al.  A Mixture Model of Proportional Reversed Hazard Rate , 2008 .

[20]  Ramesh C. Gupta,et al.  Stochastic comparisons in frailty models , 2006 .

[21]  On the role of dependence in residual lifetimes , 2019, Statistics & Probability Letters.