Maximum Likelihood Estimation (MLE) is a statistical method used to estimate the parameters of a statistical model. In the context of epidemiology, MLE is particularly useful for estimating parameters that describe the spread and impact of diseases, such as transmission rates, recovery rates, and other epidemiological parameters.