Mathematics
Random Effects
Quick fact
In a random effects model, the group-level effects are assumed to be drawn from a normal distribution centered at zero, allowing the model to 'borrow strength' across groups and avoid overfitting.
Why this is interesting
You’re analyzing test scores from multiple schools — each school’s average differs slightly. But are those differences real trends or just random noise? Random effects help you answer that.