Ability estimation in CAT is very much comparable to ability estimation in paper and pencil testing. For every response pattern (u1,u2 ,...,ug ) where ui denotes whether item i is answered correctly (ui = 1) or not (ui = 0) and g is the number
of items administered, a likelihood can be defined as