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    Generalized copula-graphic estimator

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    Date
    2013
    Author
    De Uña-Álvarez, Jacobo
    Veraverbeke, Noël
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    Abstract
    In this paper, a copula-graphic estimator is proposed for censored survival data. It is assumed that there is some dependent censoring acting on the variable of interest that may come from an existing competing risk. Furthermore, the full process is independently censored by some administrative censoring time. The dependent censoring is modeled through an Archimedean copula function, which is supposed to be known. An asymptotic representation of the estimator as a sum of independent and identically distributed random variables is obtained, and, consequently, a central limit theorem is established. We investigate the finite sample performance of the estimator through simulations. A real data illustration is included
    URI
    http://hdl.handle.net/10394/16667
    https://doi.org/10.1007/s11749-012-0314-2
    https://link.springer.com/article/10.1007%2Fs11749-012-0314-2
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