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Applications of computer simulation in statistical optimization problems

Optimization problems exist in many areas of statistics, and such problems are very difficult to get the exact solution by mathematical or statistical theory. In such situations, computer simulation is a feasible way. In this paper, some examples are presented to show how to use computer simulation in optimization problems in areas of parameter estimation and hypothesis testing.