Random noise refers to the random variability in data that arises from unpredictable fluctuations and inherent uncertainty. In the context of epidemiology, it represents the unpredictable variations in health-related data that are not attributable to the actual factors being studied. This noise can obscure true patterns and associations, making it more challenging to detect genuine epidemiological signals.