What are the Challenges in Survival Data Analysis?
Analyzing survival data presents several challenges:
1. Censoring: Properly accounting for censored data is complex but essential. 2. Time-Dependent Covariates: Variables that change over time require specialized methods for proper analysis. 3. Non-Proportional Hazards: The assumption of proportional hazards may not always hold, necessitating alternative models or stratified analysis.
