Kayid, M.; Alshagrawi, L.; Shrahili, M. Stochastic Ordering Results on Implied Lifetime Distributions under a Specific Degradation Model. Axioms2023, 12, 786.
Kayid, M.; Alshagrawi, L.; Shrahili, M. Stochastic Ordering Results on Implied Lifetime Distributions under a Specific Degradation Model. Axioms 2023, 12, 786.
Kayid, M.; Alshagrawi, L.; Shrahili, M. Stochastic Ordering Results on Implied Lifetime Distributions under a Specific Degradation Model. Axioms2023, 12, 786.
Kayid, M.; Alshagrawi, L.; Shrahili, M. Stochastic Ordering Results on Implied Lifetime Distributions under a Specific Degradation Model. Axioms 2023, 12, 786.
Abstract
In this paper, a novel strategy is adopted in a degradation model to affect the implied lifetime distribution. The multiplicative degradation model is utilized as a postulate in the model. It will be established that the implied lifetime distribution forms a classical mixture model. In this mixture model, time-to-failure is lying with some probabilities between two first passage times of the degradation process to reach two specified levels. Stochastic comparisons in the model under a change in the probabilities are studied. Several examples are provided to highlight the applicability of the results in the cases when typical degradation models are candidate.
Copyright:
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