Prediction modeling is a mathematical process used to predict future events, or medical outcomes, by evaluating a pattern in a dataset. Prediction models are important statistical methods used to predict future activity, behavior, and trends based on historical data. These statistical models can be used to predict trends in incidence and mortality of diseases.