This paper deals with the filtering of a discrete Markov jump process when
only the total number of jumps is observed. By using the recursive structur
e of the filtering equation, a technique to approximate the filter with a f
inite-dimensional filter is presented. An explicit bound for the approximat
ion error, both almost surely and in L-1, is given.