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The self‐controlled case series (SCCS) is a commonly adopted study design in the assessment of vaccine and drug safety. Recurrent event data collected from SCCS studies are typically analyzed using the conditional Poisson model which assumes event times are independent within‐cases. This assumption is violated in the presence of event dependence, where the occurrence of an event influences the probability...