Table 1.

Overview whether the estimators deal with the possible sources of bias

	Accounts for censoring	Makes no constant hazard assumption	Accounts for CEs
Incidence proportion	No	Yes	Yes
Probability transform incidence density ignoring CEs	Yes	No (AE Hazard)	No
1-Kaplan-Meier	Yes	Yes	No
Probability transform incidence density accounting for CEs	Yes	No (AE and CE Hazard)	Yes
Death only AJE	Yes	Yes	Yes (Death only)
Gold-standard AJE	Yes	Yes	Yes