AIISTRACTThis paper reviews statistical methods for analyzing output data, from computer simulations of single systems. In particular, it focuses on the problems of choosing initial conditions and estimation of steady-state system parameters. The estimation techniques include the replication/deletion approach, the regenerative method, the batch means method, the s t andar dizecl time series met ho d, the aut or egressive method, and the spectral estimation method.