Complex fragment production in intermediate-energy heavy-ion reactions is described by coupling the dynamics of the collision stage with the subsequent statistical deexcitation stage. The simulations are compared to experimental data from the reaction La-139+Al-27 at 55 MeV/u. Many of the features observed in the inclusive charge distribution, as well as in the multifragment coincidence events are reproduced.