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math.ST2025
Non-parametric cure models through extreme-value tail estimation
Jan Beirlant, Martin Bladt, Ingrid Van Keilegom
In survival analysis, the estimation of the proportion of subjects who will never experience the event of interest, termed the cure rate, has received considerable attention recent…
math.ST2024
Quantile regression under dependent censoring with unknown association
Myrthe D'Haen, Ingrid Van Keilegom, Anneleen Verhasselt
The study of survival data often requires taking proper care of the censoring mechanism that prohibits complete observation of the data. Under right censoring, only the first occur…