The Kaplan-Meier estimate of the survival probabilities is a step function, let
, i = 1, 2, 3, ..., n. denotes the ordered distinct time for the observed event occurred, the survivorship function can be calculate by:
,
wheres
is the sample number at time
and
is the number of observed events and censored observations at time
.