Maybe a few subsection titles with "Introduction"/"use case"/"let's dive in the math" will help to guide the simple guy to read the simple part, and the expert

Maybe a few subsection titles with "Introduction"/"use case"/"let's dive in the math" will help to guide the simple guy to read the simple part, and the expert guy to reach directly the complex part of your message. It's totally possible to target both the amateur and expert audience in a single article, but it need an appropriate structure to achieve this :) For exemple: (1) Abstract: set the direction of your article. What we want, what we use (Pearson), what I like to use (Hoeffding's D), eventually some outcome (2) Introduction: your first three paragraph can go in there, with two subsection (exemple, and state of the art with Pearson use). (3) Pearson details (4) Hoeffding(s D details (5) implementation of Hoeffding's D (6) Conclusion/comparaison Personally, without a clear introduction stating where we start, where we go, and what is the journey programm, I tend to not read (which is not good for me and for you :) )