Time-dependent predictive accuracy in the presence of competing risks.

@article{Saha2010TimedependentPA,
  title={Time-dependent predictive accuracy in the presence of competing risks.},
  author={Parmod Saha and Patrick J. Heagerty},
  journal={Biometrics},
  year={2010},
  volume={66 4},
  pages={999-1011}
}
Competing risks arise naturally in time-to-event studies. In this article, we propose time-dependent accuracy measures for a marker when we have censored survival times and competing risks. Time-dependent versions of sensitivity or true positive (TP) fraction naturally correspond to consideration of either cumulative (or prevalent) cases that accrue over a fixed time period, or alternatively to incident cases that are observed among event-free subjects at any select time. Time-dependent… CONTINUE READING