Survival analysis involves several key components:
Time-to-Event Data: This is the duration until the event of interest occurs. Event: The specific outcome being studied, such as recovery or mortality. Censoring: This occurs when the event has not happened for a subject during the study period, either due to the subject leaving the study early or the study ending before the event occurs. Survival Function: This function estimates the probability of surviving past a certain time point.