Statistical methods in epidemiology include descriptive statistics and inferential statistics. Descriptive statistics help summarize data through measures such as mean, median, mode, and standard deviation. Inferential statistics, including hypothesis testing and regression analysis, are used to make predictions and infer relationships between variables.