Added prefit residuals
Added: untested data compression for all the likelihood functions
Fixed: some bugs with compression. Now seems to be fully working.
Updated the compression, and added mark1loglikelhood: a version that does not do the woodbury expansion. Is slower than woodbury even with equal dimensionality in compression and woodbury....