Exploratory data analysis for moderate extreme values using non-parametric kernel methods

Boris Beranger, Tarn Duong, Sarah E. Perkins-Kirkpatrick +1

In many settings it is critical to accurately model the extreme tail behaviour of a random process. Non-parametric density estimation methods are commonly implemented as explorator…