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This paper reviews statistical methods for analyzing output data from computer simulations. First, it focuses on the estimation of steady state system parameters. The estimation techniques include the replication/deletion approach, the regenerative method, the batch means method, and methods based on standardized time series. Second, it reviews recent statistical procedures to find the best system among a set of competing alternatives.