Spooky boundaries at a distance: Inductive bias, dynamic models, and behavioural macro
When analysing short-term dynamics in economic models, it is essential to consider long-run conditions that shape forward-looking behaviour. However, enforcing long-run boundary conditions complicates solving dynamic models, particularly high-dimensional ones. This column shows that machine learning, in particular deep learning, can satisfy these conditions without explicit enforcements, allowing for global solutions in many models of […]