The transition functions for the correlated random walk with two absorbing
boundaries are derived by means of a combinatorial construction which is ba
sed on Krattenthaler's theorem for counting lattice paths with turns. Resul
ts for walks with one boundary and for unrestricted walks are presented as
special cases. Finally we give an asymptotic formula, which proves to be us
eful for computational purposes.