When datasets are small, estimating uncertainty becomes tricky. Standard errors based on large-sample theory can be unreliable, and distributional assumptions (like normality) often do...
Imagine building a massive Lego city. You can either construct it as one solid block—beautiful but difficult to change—or create it with modular sections...