One of the main challenges in survival analysis is handling censoring. Censoring occurs when the study ends before the event of interest happens for some subjects, or the subjects are lost to follow-up. Another challenge is dealing with competing risks, where different types of events may hinder the occurrence of the primary event of interest.
