Gaussian approximation to the extreme value index estimator of a heavy-tailed distribution under random censoring

Brahim Brahimi, Djamel Meraghni, Abdelhakim Necir

We make use of the empirical process theory to approximate the adapted Hill estimator, for censored data, in terms of Gaussian processes. Then, we derive its asymptotic normality,…