Simpson's Paradox - Why We Need Multi Level Modelling

Note: this post is part of my Comprehensive Guide to Multi Level Modelling series I don’t believe in teaching a new technique without telling you why you need the new technique. So let’s start off strong with a direct empirical example - use this dat...