“You need 16 times the sample size to estimate an interaction than to estimate a main effect,” explained

This has come up before here, and it’s also in Section 16.4 of Regression and Other Stories (chapter 16: “Design and sample size decisions,” Section 16.4: “Interactions are harder to estimate than main effects”). But there was still some confusion … Continue reading → …