Speedup ess and rhat calculations by getting them both at once
Speed up calculation of ess and splitrhat by passing a MatrixXd to stan

Summary still takes far too long but this is a vast improvement over the status
quo.

Closes #90
Merge branch 'feature/ess-rhat-eigen-final-alt' into develop