In epidemiology, missing data refers to the absence of certain data points or values in a dataset. This issue can arise due to various reasons such as non-response in surveys, loss of follow-up in longitudinal studies, or errors in data collection. Missing data can significantly impact the validity and reliability of epidemiological studies.