The Kaplan–Meier estimator calculates a non-parametric estimate of the survival function when follow-up can be right-censored.
Survival Analysis
Terms for analysing time-to-event data and extrapolating survival curves for use in economic models.
- Topic: Survival Analysis
- 38 terms
- Editor reviewed
A survival technique restricting analysis to patients event-free up to a predefined time point, then examining survival from that point forward.
A survival model based on the log-logistic distribution, representing a hazard function that rises to a peak and then declines.
A survival model based on the log-normal distribution, capable of representing a hazard that rises then falls, similar in shape to log-logistic.
The log-rank test is a nonparametric hypothesis test that compares the event-time distributions of two or more groups by accumulating observed-minus-expected events across distinct event times while accounting for right censoring.
A cure model treating the population as a mixture of a cured fraction facing only background mortality and an uncured fraction remaining at risk.
Overall survival is the time from a prespecified origin, such as randomization, diagnosis, or treatment initiation, until death from any cause, with participants not known to have died censored at their last date known alive.
A parametric survival model specifies a probability distribution for time to a defined event, enabling estimation of survival and hazard functions and projection beyond observed follow-up under stated assumptions.