Strong approximations for dependent competing risks with independent censoring

摘要

We deal with the problem of dependent competing risks in presence of independent right-censoring. The Aalen-Johansen estimator for the cause-specific sub-distribution functions is considered. We obtain strong approximations by Gaussian processes which are valid up to a certain order statistic of the observations. We derive two LIL-type results and asymptotic confidence bands.