Collocations for missing - adj.

be
go
a woman who went missing three months ago

discover sb
It was six hours before the seamen were discovered missing.

list sb (as), report sb (as)
A leading businessman has been reported missing from his home.

completely, entirely, totally
The study of housework as work is a topic entirely missing from sociology.

altogether
The eighth rung of the ladder was missing altogether.

largely
a quality that's largely missing in young people today

conspicuously, noticeably
sadly
The spirit of fair play is sadly missing from the sport these days.

from
The file was missing from its place.

missing in action
the search for US soldiers listed as missing in action

missing, presumed dead

Missing is used with these nouns:
information, ingredient, limb, link, person, piece, tile, tooth