4. Framework

Step 3: Domain expertise

In this step, the modeller maps out the information that is known about the dataset, prior to a more in-depth analysis. Writing out this information in detail will be key in designing an appropriate kernel with priors and constraints in Step 7. For example, a positive constraint is necessary when modelling rainfall.