I'm trying to write an online electronics book, so your comment hits home for me! I'd like it to be "self contained," but that still assumes a moderate dose of prerequisite math and physics topics. Furthermore, "simple" it is not.
Could you take a quick look at the simulation I attached elsewhere in this discussion? Let me know if that simulation and the notes around it are helpful for your understanding.