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Lifetime Data Anal ; 28(2): 319-334, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35301665

RESUMO

In the study of life tables the random variable of interest is usually assumed discrete since mortality rates are studied for integer ages. In dynamic life tables a time domain is included to account for the evolution effect of the hazard rates in time. In this article we follow a survival analysis approach and use a nonparametric description of the hazard rates. We construct a discrete time stochastic processes that reflects dependence across age as well as in time. This process is used as a bayesian nonparametric prior distribution for the hazard rates for the study of evolutionary life tables. Prior properties of the process are studied and posterior distributions are derived. We present a simulation study, with the inclusion of right censored observations, as well as a real data analysis to show the performance of our model.


Assuntos
Teorema de Bayes , Simulação por Computador , Humanos , Tábuas de Vida , Processos Estocásticos , Análise de Sobrevida
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