There is no back passage by which any one could have descended while the party proceeded up stairs.
It's quite interesting that it said no other ways the murderer(s) could take (escape). In addition, witnesses said it's about 3-5 minutes from hearing the vioces to breaking the door. How did the murderer(s) run away?