Generalized age-dependent model for estimation of mean survival time in the presence of two competing risks |
| |
Authors: | SUDDHENDU BISWAS HAMED SAAD NOOR |
| |
Affiliation: | Department of Mathematical Statistics , University of Delhi , Delhi, 110 007, India |
| |
Abstract: | The paper is motivated towards developing a generalized probability model describing the longevity of a system exposed to paired risks R1 and R2 which are dependent. The bivariate exponential model of Freund (1961) with failure times X and Y under risks R1 and R2 with a time-independent hazard rate set-up has been generalized by incorporating an additional age factor, t, as a variable. The hazard rates due to R1 and R2 have been changed from a to α(t) = αtα?1, and from β to β(f) = βtβ?1 where α,β > 0 which are Weibull hazard functions for α,β > 1. Further conditions are imposed such that α is changed to α' when R2 is off and β is changed to β' when R1 is off. The trivariate distribution of Freund so generalized has again been doubly truncated in the range a t b, for a, b > 0; and the conditional distribution of X and Y given t has been used to study the role of the component's age in the context of the system's survival under paired dependent risks in the finite age range. |
| |
Keywords: | |
|
|