Yes, I would actually go in too many details to explain this (this is maths that belongs to text books rather than the documentation). In particular, I would move this in a note, and get rid of the graph images (even though they are great). It will reduce the workload to have an example that generates them. If you can find a good paper (openly available) or reference page to point to that would be great.