Calls survAUC::XO().

Assumes Cox PH model specification.

Format

R6::R6Class() inheriting from MeasureSurv.

Details

All measures implemented from survAUC should be used with care, we are aware of problems in implementation that sometimes cause fatal errors in R. In future updates these measures will all be re-written and implemented directly in mlr3proba.

Construction

MeasureSurvXuR2$new()
mlr_measures$get("surv.xuR2")
msr("surv.xuR2")

Meta Information

  • Type: "surv"

  • Range: \([0, 1]\)

  • Minimize: FALSE

  • Required prediction: lp

Fields

See MeasureSurv, as well as all variables passed to the constructor.

References

Xu, R. and J. O'Quigley (1999).
A measure of dependence for proportional hazards models.
Journal of Nonparametric Statistics 12, 83–107.

See also