Create new framian-stats module.
Use custom data type for summary.
Add first pass at linear regression (OLS).
Merge branch 'topic/stats' into topic/demo

Conflicts:
	framian/src/main/scala/framian/RowExtractor.scala
Get asArrayOf, asListOf, etc working correctly.
Merge branch 'topic/cols' into topic/demo