Edit the motivation subsection that introduces the statistic

This commit makes some minor changes to the motivation section
to try to improve exposition, etc.
Update assumptions and draft a discussion of their importance

This commit fleshes out the 'assumptions' subsection by adding real
text and discussion. It also simplifies some of the assumptions
themselves.