An overview of derivative estimation

The author explains the main techniques for estimating derivatives by simulation and surveys the most recent developments in that area. In particular, he discusses perturbation analysis, likelihood ratios, weak derivatives, finite differences, and many of their variants. Some other approaches are also mentioned. The emphasis is on the relationships between the methods. For that purpose, they are presented in the same framework.<
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