9.1 Overview of predictive modelling

In this chapter we’ll talk about:

• the challenges of applying predictions to new data
• the use of time series analysis, and mixed models to anticipate the trajectory of infectious diseases and health metrics.

By exploring the underlying patterns and analysing historical data, we estimate the disease burden and evaluate the impact of interventions on population health.