Studying rare events poses several challenges, including limited data availability and the difficulty of establishing causality. Epidemiologists often use case-control studies, cohort studies, and surveillance systems to gather and analyze data. Advanced statistical methods and big data analytics are increasingly used to identify patterns and associations in rare events.