Small sample sizes ($n < 30$): With small samples, the CLT hasn't kicked in, so the shape of the data matters more - Extreme outliers: Even robust procedures break down when there are extreme outliers - Prediction intervals: If you're predicting *individual* outcomes (not averages), you need the und