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

9–16 of 38 terms

ExtrapolationBeyond-Trial Projection, Time-Horizon Projection

Extrapolation projects outcomes beyond the range or follow-up directly observed in the available evidence.

Flexible Parametric ModelSpline-Based Survival Model, Flexible Hazard Model

A flexible parametric model is a fully specified regression model that represents a transformed survival function with smooth functions of time, commonly restricted cubic splines, so complex hazards and time-varying effects can be estimated and extrapolated.

Fractional PolynomialFP Model, Power-Transformation Model

A flexible modelling technique representing a non-linear relationship using a small number of power transformations of a continuous variable.

Generalized Gamma ModelGen-Gamma Survival Model, GG Model

A survival model based on the generalised gamma distribution, nesting simpler distributions, such as the Weibull and log-normal, within one framework.

Gompertz ModelGompertz Survival Model, Gompertz Hazard Model

A survival model based on the Gompertz distribution, assuming the hazard rate rises exponentially over time, a pattern common in age-related mortality.

Hazard RateInstantaneous Risk, Instantaneous Event Rate, Hazard Function

The instantaneous probability of an event at a specific point in time, given survival without the event up to then, on a continuous scale.

Hazard RatioHR, Relative Hazard

A hazard ratio compares the instantaneous rate of a specified event between two groups at the same time among individuals still at risk, with a constant value requiring a proportional-hazards interpretation.

Kaplan-Meier CurveKM Curve, Survival Step Function

A graphical display of the Kaplan-Meier survival estimate, shown as a step function that decreases at each observed event over time.