A student in multivariate asked: "For the final exam and for future reference, would it be possible for you to create a roadmap/summary for the different statistical tests like you did in the previous stats classes?"
For students in CLP 6527, the roadmap I show you covers CLP 6527/6528, and it will be helpful to you in the analysis picking exam in CLP 6528 (and in life, I hope).
For students in CLP 6529, and the best methods for change class (CLP 7525), there is no equivalent roadmap. While you wouldn't need one for your exam, I agree it would be helpful to have one for your own analytic lives.
I played around with expanding the roadmap to accommodate extra analyses from later classes (where we cover fewer analyses, but in more depth), but CLP 6529/7525 don't fit so nicely in there.
So, try this: This is a statistical decision tree I made.
It is in beta -- so you'll find errors, and I want to hear about them! Once I'm sure it works well, I'll put this in the "Persistent resources" of all my classes. It is a new "road map", as it were, for all four classes I teach.
Feedback welcomed, please! I'll try to also create a graphical "at a glance" view for quick reference, but that may be a tall order!