Back in 2015, I went down a bit of a math rabbit hole based on a curiosity of mine. I wondered if it was possible to quantify the performance of coaches and teams in the NCAA tournament in ways other than simply wins and losses, Final Fours, and National Titles. In particular, I wanted to quantify under and overachieving in March. Along the way, I developed a few metrics that compared each coaches' and team's performance to the average performance of all other coaches / teams in similar tournament situations. Somewhere along the way, I discovered that others had also formulated a similar metric called "PASE" (Performance Against Seed Expectation). My metrics were mathematically a bit different, and I settled onto two, one that I call PARIS (Performance Against Round Independent Seed) and PAD (Performance Against exact seed Differential). Two years ago, I gave a pretty detailed mathematical description of each metric and summarized notable coaches performance base...