A New Method to Choose the Threshold in the POT Model

Abstract

The selection of an appropriate threshold is one of the main concerns about the POT (Peaks Over Threshold ) model, which is widely used in many fields, such as in insurance and environmental analysis. In this article, a new method which is based on the MSE criterion and two-sample K-S tests is proposed to determine the optimal threshold in the GPD model… (More)

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