Nelson Aalen estimator called from survival::survfit() in package survival.

Format

R6::R6Class() inheriting from LearnerSurv.

Construction

LearnerSurvNelsonAalen$new()
mlr_learners$get("surv.nelson")
lrn("surv.nelson")

References

Nelson, W. (1969). Hazard plotting for incomplete failure data. Journal of Quality Technology, 1, 27–52. doi: 10.1080/00224065.1969.11980344 .

Nelson, W. (1972). Theory and applications of hazard plotting for censored failure data. Technometrics, 14, 945–965. doi: 10.1080/00401706.1972.10488991 .

Aalen, Odd (1978). Nonparametric inference for a family of counting processes. Annals of Statistics, 6(4), 701–726.

See also