Ivan K… Volkan… Cornel…

Where accurate inference is the goal, factor smooths for subjects are a mandatory part of GAMs. Understand why these random terms are needed for population-level results and how they counteract p-value inflation. This professional manual offers a deep dive into the technical requirements for advanced generalized additive modeling today.