Synonyms for Missing (same or very similar meaning)
WordNet sense 1 (not existing):
nonexistent, lacking, wantingWordNet sense 2 (not in a specified place physically or mentally):
absentWordNet sense 3 (no longer in your possession or control; unable to be found or recovered):
lostFrom the ODE community, based on WordNetadd/edit