A Lynden-Bell integral estimator for extremes of randomly truncated data

In the framework of heavy-tailed randomly truncated data, a new estimator is proposed for the extreme value index in a natural Lynden-Bell integral form. Extreme quantiles are also estimated, and the asymptotic normality is established under mild assumptions.