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Comparación entre riesgos competitivos vía el estimador cópula-gráfico

Keywords: competing risks, copula, identifiability, reliability.

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Abstract:

the identifiability problem in competing risks associated to the dependence measure between the failure modes, can be solved by means of the copula-graphic estimator which assumes the copula function known. this paper compares, through a simulation study, the copula-graphic estimator for a dependent competing risks model with the traditional one under the assumption of independence. it is shown that a significant subestimation of the reliability function can be made when the dependence is not taken into account. an example ilustrates this point and as a future work it is seen the possibility of using copula-graphic in industrial reliability to predict in accelerated life tests.

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