The importance of Schoenfeld residuals in epidemiology cannot be overstated. They provide a diagnostic tool to assess whether the proportional hazards assumption holds. If this assumption is violated, the results of the Cox model can be misleading. By examining Schoenfeld residuals, researchers can determine if the effect of any covariates changes over time and make necessary model adjustments.
