Time series analysis in epidemiology involves the statistical study of health data collected at regular time intervals. This technique allows epidemiologists to understand patterns over time, forecast future trends, and assess the impact of interventions on disease spread. By analyzing time-dependent data, researchers can make informed decisions to improve public health strategies.