Observed and unobserved heterogeneity in failure data analysis

R Zaki, A Barabadi, J Barabady… - Proceedings of the …, 2022 - journals.sagepub.com
In reality, failure data are often collected under diffract operational conditions (covariates),
leading to heterogeneity among the data. Heterogeneity can be classified as observed and …

Stochastic comparisons of multivariate frailty models

N Misra, N Gupta, RD Gupta - Journal of Statistical Planning and Inference, 2009 - Elsevier
A multivariate frailty model in which survival function depends on baseline distributions of
components and the frailty random variable is considered. Since misspecification in choice …

General frailty model and stochastic orderings

RC Gupta, RD Gupta - Journal of statistical Planning and Inference, 2009 - Elsevier
In this paper, we propose a general frailty model and develop its properties including some
results for stochastic comparisons. More specifically, our main results lie in seeing how the …

Some results on the relative ordering of two frailty models

M Kayid, S Izadkhah, MJ Zuo - Statistical Papers, 2017 - Springer
In this paper, relative behavior of two frailty models with different frailty variables and a
common baseline variable are considered. We show that, under some conditions on frailty …

A mixture model of proportional reversed hazard rate

X Li, Z Li - Communications in Statistics—Theory and Methods, 2008 - Taylor & Francis
This article investigates properties of mixture model of proportional reversed hazard rate.
Firstly, the mixing random variable and the overall population variable are proved to be …

On the hazard rate of α-mixture of survival functions

O Shojaee, M Asadi, M Finkelstein - Communications in Statistics …, 2024 - Taylor & Francis
The α-mixture model, as a flexible family of distributions, is an effective tool for modeling
heterogeneity inS population. This article investigates the hazard rate of α-mixture in terms …

A new stochastic order based upon Laplace transform with applications

X Li, X Ling, P Li - Journal of Statistical Planning and Inference, 2009 - Elsevier
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On the mixture of proportional odds models

X Li, P Zhao - Communications in Statistics-Theory and Methods, 2010 - Taylor & Francis
This article studies the mixed proportional odds model. We build TP2 dependence between
the overall population variable and the unobservable covariate and present some …

Relative Orderings of Modified Proportional Hazard Rate and Modified Proportional Reversed Hazard Rate Models

M Shrahili, M Kayid, M Mesfioui - Mathematics, 2023 - mdpi.com
In this paper, we identify several relative ordering properties of the modified proportional
hazard rate and modified proportional reversed hazard rate models. For this purpose, we …

Stochastic properties of a weighted frailty model

J Jarrahiferiz, M Kayid, S Izadkhah - Statistical Papers, 2019 - Springer
This paper is intended to consider a weighted proportional hazards model and the arising
mixture model from it which is called weighted frailty model and study some properties in the …