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Saddlepoint approximations for nonlinear statistics
Authors:Soujin Wang
Abstract:It is well known that saddlepoint expansions lead to accurate approximations to the cumulative distributions and densities of a sample mean and other simple linear statistics. The use of such expansions is explored in a broader situation. The saddlepoint formula for the tail probability of a certain type of nonlinear statistic is derived. The relative error of O(n–1), as in the linear case, is retained. A simple example is considered, to illustrate the great accuracy of the approximation.
Keywords:Nonlinear statistics  saddlepoint approximation  tail probability  von Mises expansion
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