Schoenfeld residuals are a type of residual used in the Cox proportional hazards model. They are calculated for each event time and each covariate in the model. The residuals are essentially the difference between the observed covariate values and the expected values, given the model. These residuals are particularly useful for checking the proportional hazards assumption, which states that the hazard ratios are constant over time.
