Estimation in Degradation Models with Explanatory Variables

  • Bagdonavičius V
  • Nikulin M
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Abstract

Influence of covariates on degradation is modelled. Models which include dependence of the intensity of the process of traumatic events on the degradation level are also discussed. Estimation of reliability and degradation characteristics from data with covariates is considered in dynamic environments.

Author-supplied keywords

  • Covariate
  • Degradation process
  • Gamma-process
  • Maximum likelihood estimator
  • Nonparametric model
  • Parametric model
  • Poisson process
  • Survival function
  • Tire wear
  • Traumatic event

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