I remember my office-mate going down a crazy rabbit hole trying to figure out exactly what the right standard error calculations should be for his job market paper. He probably spent a month obsessing over it and never did come to a definitive conclusion.

Probably no surprise, but each of the half dozen different approaches told pretty much the same story.