Ability estimation in CAT is very much comparable to ability estimation in paper
and pencil testing. For every response pattern 1 2 ( , ,..., ) g uu u where i u denotes whether item i is answered correctly ( 1) i u = or not ( 0) i u = and g is the number
of items administered, a likelihood can be defined as: