Survival outcomes
In the case that the outcome is a time-to-event outcome, the observational data cohort has an event time variable and a censoring indicator variable (specifying if the event of interest has occured). The hazard function and a cumulative hazard function are obtained Once estimates of the survival function and density function are obtained, then a likelihood can be specified to evaluate survival outcomes.