Here I categorise the tutorial pages according to type of content. Organising the topics in a useful way is a long term goal. Please see All topics for a chronological list of everything.

Stream 1: Basic INLA

Stream 2: Understanding INLA

Stream 3: Basic SPDE

Stream 4: Barrier model

Stream 5: Priors and hyper-priors

Stream 6: Predictions and model comparison

Stream 7: Model misspecification

Stream 8: Developing a model

This is a planned future stream. The applied models found in these, and other, tutorials are “developed products”. Any model you see was not the first model the author tried, but he/she tried several models before presenting any result. In this stream I want to have a step by step description of how you can go about the process of developing a model for a particular application.

Other material