In epidemiology, MCMC is often employed to estimate the parameters of complex models, such as those used for infectious disease dynamics. These models can be intricate and involve a large number of parameters, making traditional methods of estimation impractical. MCMC helps to sample from the posterior distribution of these parameters given the data, which can then be used to make inferences about disease spread and control measures.
